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↑\n低発熱SRAM\n```","quote_start":0,"quote_end":37,"text_sha256":"0f3d23891e3d836c9a8f164e190ff9b57c363915cfc2bde8537337744642d97d","block_sha256":"0f3d23891e3d836c9a8f164e190ff9b57c363915cfc2bde8537337744642d97d","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_04caab49-911d-4fa8-9f6d-3786d6161ca6/#blk_53a00495-fba8-4b45-98f2-41afad8ec4bd"},{"id":"occ_fd14e015251fc8063dde12c8","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_04caab49-911d-4fa8-9f6d-3786d6161ca6","work_id":"wrk_0d59b917-4500-410a-8f04-11e61ecb4938","block_id":"blk_6221f1e6-8c7b-46cb-8f66-472621bcb981","section_id":"sec_02716166-71cc-45f6-815a-ecae941b467f","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":79,"end":81,"exact":"冷却","quote":"度、熱勾配、機械応力が性能と信頼性へ影響する。熱解析はチップ単体ではなく、ダイ、接合、インターポーザー、基板、冷却器までを含めて行う必要がある。([login.cadence.com](https://login.cadence.com/content/dam/cadence-www/global/en_US/d","quote_start":24,"quote_end":181,"text_sha256":"0d4a6d91c17186215621d6b5a0c07e5aabe309d6b14776e9954e3bb05b9e21f2","block_sha256":"0d4a6d91c17186215621d6b5a0c07e5aabe309d6b14776e9954e3bb05b9e21f2","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_04caab49-911d-4fa8-9f6d-3786d6161ca6/#blk_6221f1e6-8c7b-46cb-8f66-472621bcb981"},{"id":"occ_844cf2ac66e17c063bb05af2","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_04caab49-911d-4fa8-9f6d-3786d6161ca6","work_id":"wrk_0d59b917-4500-410a-8f04-11e61ecb4938","block_id":"blk_c56181c6-0fd5-45d3-b162-58fd2c31565d","section_id":"sec_d603b7c4-00cd-4a14-9c58-1e909e9d40e0","layer":"code","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":84,"end":86,"exact":"冷却","quote":"      ↓ Yes\n配線短縮で帯域・電力が大きく改善するか\n              ↓ Yes\n発熱と冷却は成立するか\n              ↓ Yes\n電源を供給できるか\n              ↓ Yes\n接合前後にテストできるか\n              ↓ Yes\n歩留まりとコストが成","quote_start":29,"quote_end":186,"text_sha256":"c945be559939db27287fcbb333c9c0c264370354ebc7b217350cf6553b3df881","block_sha256":"c945be559939db27287fcbb333c9c0c264370354ebc7b217350cf6553b3df881","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_04caab49-911d-4fa8-9f6d-3786d6161ca6/#blk_c56181c6-0fd5-45d3-b162-58fd2c31565d"},{"id":"occ_b6e1244e79b62ef5b15dcb73","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_04caab49-911d-4fa8-9f6d-3786d6161ca6","work_id":"wrk_0d59b917-4500-410a-8f04-11e61ecb4938","block_id":"blk_c59cfcca-a18a-406e-ac78-8008a2675f94","section_id":"sec_02716166-71cc-45f6-815a-ecae941b467f","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":4,"end":6,"exact":"冷却","quote":"熱源から冷却面までに、","quote_start":0,"quote_end":11,"text_sha256":"10301aeb609a8e475977708f3d3264453e960ebae235fe8645907f10afd65942","block_sha256":"10301aeb609a8e475977708f3d3264453e960ebae235fe8645907f10afd65942","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_04caab49-911d-4fa8-9f6d-3786d6161ca6/#blk_c59cfcca-a18a-406e-ac78-8008a2675f94"},{"id":"occ_541e45d5e303b7092470e610","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_04caab49-911d-4fa8-9f6d-3786d6161ca6","work_id":"wrk_0d59b917-4500-410a-8f04-11e61ecb4938","block_id":"blk_e41a308f-97cb-4548-aa48-945fa2220f8d","section_id":"sec_af9a9a7a-b616-43db-a818-ba00b02671ed","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":20,"end":22,"exact":"冷却","quote":"- 各層の発熱密度\n- 同時稼働率\n- 冷却面の位置\n- 電源供給方向\n- 熱伝導材料\n- チップ面積\n- ホットスポットの重なり","quote_start":0,"quote_end":65,"text_sha256":"24f5eb55902874c0750058159ac7210210b6024cbadac8fd4be9e5c4605d2e7b","block_sha256":"24f5eb55902874c0750058159ac7210210b6024cbadac8fd4be9e5c4605d2e7b","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_04caab49-911d-4fa8-9f6d-3786d6161ca6/#blk_e41a308f-97cb-4548-aa48-945fa2220f8d"},{"id":"occ_2d243cbf104b2121f0e2370b","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_04caab49-911d-4fa8-9f6d-3786d6161ca6","work_id":"wrk_0d59b917-4500-410a-8f04-11e61ecb4938","block_id":"blk_e7467602-fbe3-458a-8962-f3b8d67ddd48","section_id":"sec_5ac7466c-f5f7-4285-a595-f56612c10fe5","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":21,"end":23,"exact":"冷却","quote":"> **複数のダイ、メモリー、電源、通信、冷却を統合するコンピューター本体**","quote_start":0,"quote_end":39,"text_sha256":"ab90ee97281410433c8cc66f528e960d35570773ee955ed05cdbc539934463f0","block_sha256":"ab90ee97281410433c8cc66f528e960d35570773ee955ed05cdbc539934463f0","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_04caab49-911d-4fa8-9f6d-3786d6161ca6/#blk_e7467602-fbe3-458a-8962-f3b8d67ddd48"},{"id":"occ_b8e517b130f0e7ae3fd7a932","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_04caab49-911d-4fa8-9f6d-3786d6161ca6","work_id":"wrk_0d59b917-4500-410a-8f04-11e61ecb4938","block_id":"blk_f185ae76-8aab-4392-b6a3-c6d7b90fcf98","section_id":"sec_bcc78d26-8f0a-456b-ab15-2014427f2f0b","layer":"code","character_id":null,"count":2,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":4,"end":6,"exact":"冷却","quote":"```\n冷却面\n────────────────────\n\n上層\n大容量SRAM\nWeight Cache\nActivation Buffer\n\n       │ Hybrid Bonding\n\n中層\nTenso","quote_start":0,"quote_end":106,"text_sha256":"eddc9a4122b36c3cefcf9946c1df14d35231bbda9bc92013c3055d7a3f9ab165","block_sha256":"eddc9a4122b36c3cefcf9946c1df14d35231bbda9bc92013c3055d7a3f9ab165","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_04caab49-911d-4fa8-9f6d-3786d6161ca6/#blk_f185ae76-8aab-4392-b6a3-c6d7b90fcf98"},{"id":"occ_ed22c68a17d3539af35f3258","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_062b5267-073b-4a05-943e-d019dd2ff413","work_id":"wrk_7c16c103-14bd-4972-a4f1-ab09968bd842","block_id":"blk_004dec3b-479f-4962-b7be-01bdfa238244","section_id":"sec_a6bdf439-4c35-4ae7-8260-16d3cedeb325","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":63,"end":65,"exact":"冷却","quote":"子炉では熱パイプが数百本あり、炉心に均等に配置されているらしい  \nポンプ・バルブを付けずとも、その熱パイプで冷却するために、冷却材の流出もない  \n更に数百本の熱パイプで空気を循環させるために、仮に熱パイプが一本喪失したとしても局所的に温度が上昇するだけで抑えられるのだ  \n更に、原子炉自体を地下に埋め込んであ","quote_start":8,"quote_end":165,"text_sha256":"afe046b0612e78d490f67c608deb3a4fe589c9011e9c6c7c8f6d607919344c34","block_sha256":"afe046b0612e78d490f67c608deb3a4fe589c9011e9c6c7c8f6d607919344c34","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_062b5267-073b-4a05-943e-d019dd2ff413/#blk_004dec3b-479f-4962-b7be-01bdfa238244"},{"id":"occ_482af458d71a00aa865a6c59","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_062b5267-073b-4a05-943e-d019dd2ff413","work_id":"wrk_7c16c103-14bd-4972-a4f1-ab09968bd842","block_id":"blk_44410cfa-fc42-46a8-9bc2-43d800b46720","section_id":"sec_a6bdf439-4c35-4ae7-8260-16d3cedeb325","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":47,"end":49,"exact":"冷却","quote":"NuScale小型原子炉は炉心と蒸気発生器が同じ缶に溶接されていて、ポンプなしで自然に受動的に冷却出来るように設計されているため、電源喪失しても勝手に冷えて勝手に止まる","quote_start":0,"quote_end":84,"text_sha256":"3b8f353e1332635b465100ffad4c10efadf4fd0625b63eba1473ab07ad1c345b","block_sha256":"3b8f353e1332635b465100ffad4c10efadf4fd0625b63eba1473ab07ad1c345b","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_062b5267-073b-4a05-943e-d019dd2ff413/#blk_44410cfa-fc42-46a8-9bc2-43d800b46720"},{"id":"occ_a5660358f3e29e6ebd211634","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_062b5267-073b-4a05-943e-d019dd2ff413","work_id":"wrk_7c16c103-14bd-4972-a4f1-ab09968bd842","block_id":"blk_6555d90b-a106-4eb1-a496-b507c8114269","section_id":"sec_a6bdf439-4c35-4ae7-8260-16d3cedeb325","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":13,"end":15,"exact":"冷却","quote":"okloは液体ナトリウムを冷却材として小型原子炉を開発している  \nまだ実用化はしていない","quote_start":0,"quote_end":45,"text_sha256":"1c1c85f97ff5c5b2fca0a376e14e16a786d67f8ff5f0a379b583677907420339","block_sha256":"1c1c85f97ff5c5b2fca0a376e14e16a786d67f8ff5f0a379b583677907420339","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_062b5267-073b-4a05-943e-d019dd2ff413/#blk_6555d90b-a106-4eb1-a496-b507c8114269"},{"id":"occ_7b3b6406277f573ce5f94e0d","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_062b5267-073b-4a05-943e-d019dd2ff413","work_id":"wrk_7c16c103-14bd-4972-a4f1-ab09968bd842","block_id":"blk_833be31c-0013-412d-bd53-336eca18194b","section_id":"sec_a6bdf439-4c35-4ae7-8260-16d3cedeb325","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":16,"end":18,"exact":"冷却","quote":"高温ガス炉はヘリウムなぢのガスを冷却材とした原子炉だ","quote_start":0,"quote_end":26,"text_sha256":"6f5997bf0f22a775211a7feaa1fe596610ef6e116178f255e5f6fdda0f139225","block_sha256":"6f5997bf0f22a775211a7feaa1fe596610ef6e116178f255e5f6fdda0f139225","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_062b5267-073b-4a05-943e-d019dd2ff413/#blk_833be31c-0013-412d-bd53-336eca18194b"},{"id":"occ_facdbd5fc234b6d953fdbab4","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_062b5267-073b-4a05-943e-d019dd2ff413","work_id":"wrk_7c16c103-14bd-4972-a4f1-ab09968bd842","block_id":"blk_a57b1d80-07f5-4fc0-be45-0642947dabd8","section_id":"sec_a6bdf439-4c35-4ae7-8260-16d3cedeb325","layer":"body","character_id":null,"count":1,"matched_aliases":["空冷"],"evidence":{"text_basis":"markdown","start":25,"end":27,"exact":"空冷","quote":"更に小型であるために、数百本の熱パイプだけで、仮に空冷ファンが止まったとしても自然に冷やせてしまうのだ","quote_start":0,"quote_end":51,"text_sha256":"4a422676bb02055ad6906801e970d3e15042726a4756cef6848c6fee94c3df5c","block_sha256":"4a422676bb02055ad6906801e970d3e15042726a4756cef6848c6fee94c3df5c","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_062b5267-073b-4a05-943e-d019dd2ff413/#blk_a57b1d80-07f5-4fc0-be45-0642947dabd8"},{"id":"occ_7c2fc27d53b64f7c9a886bfb","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_062b5267-073b-4a05-943e-d019dd2ff413","work_id":"wrk_7c16c103-14bd-4972-a4f1-ab09968bd842","block_id":"blk_c8c0ce3d-df3e-4ca8-9f21-6e0f2f41cec8","section_id":"sec_a6bdf439-4c35-4ae7-8260-16d3cedeb325","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":7,"end":9,"exact":"冷却","quote":"私は液体金属を冷却材とした高速炉はダメだと思っていた  \nokloというカリフォルニア州サンタクララに拠点を置く企業がある","quote_start":0,"quote_end":61,"text_sha256":"1bd4aa205b486c16a5954f8624a12a3f966b06137e309282dc7e5fa13dfeaf2c","block_sha256":"1bd4aa205b486c16a5954f8624a12a3f966b06137e309282dc7e5fa13dfeaf2c","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_062b5267-073b-4a05-943e-d019dd2ff413/#blk_c8c0ce3d-df3e-4ca8-9f21-6e0f2f41cec8"},{"id":"occ_7126fd867e5af2b10c033507","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_062b5267-073b-4a05-943e-d019dd2ff413","work_id":"wrk_7c16c103-14bd-4972-a4f1-ab09968bd842","block_id":"blk_e5de5a89-97d2-4e5f-b64c-50e2e485666c","section_id":"sec_a6bdf439-4c35-4ae7-8260-16d3cedeb325","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":37,"end":39,"exact":"冷却","quote":"溶融塩炉は液体フッ化塩いわゆるトリウム溶融塩のような溶融塩自体が燃料であり冷却材にもなる原子炉だ","quote_start":0,"quote_end":48,"text_sha256":"afd85c43b357786ac181fda03188a4e94e4899d32ba9985c4f6e813767257be1","block_sha256":"afd85c43b357786ac181fda03188a4e94e4899d32ba9985c4f6e813767257be1","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_062b5267-073b-4a05-943e-d019dd2ff413/#blk_e5de5a89-97d2-4e5f-b64c-50e2e485666c"},{"id":"occ_a60af2f49be416c671c9a99a","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_062b5267-073b-4a05-943e-d019dd2ff413","work_id":"wrk_7c16c103-14bd-4972-a4f1-ab09968bd842","block_id":"blk_f4d086ab-3abf-4aa7-9559-5278cead01f7","section_id":"sec_a6bdf439-4c35-4ae7-8260-16d3cedeb325","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":23,"end":25,"exact":"冷却","quote":"沸点が1400℃ほどと高いので、仮に停電などで冷却出来なくなっても十分に臨界を起こさずに済む","quote_start":0,"quote_end":46,"text_sha256":"efeb95b843ecf5192ff74f55b6b7045edf4ac69c38c7a698ead04f4c9de98ddb","block_sha256":"efeb95b843ecf5192ff74f55b6b7045edf4ac69c38c7a698ead04f4c9de98ddb","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_062b5267-073b-4a05-943e-d019dd2ff413/#blk_f4d086ab-3abf-4aa7-9559-5278cead01f7"},{"id":"occ_b8c632b0fb598e3b8d4f691f","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_062b5267-073b-4a05-943e-d019dd2ff413","work_id":"wrk_7c16c103-14bd-4972-a4f1-ab09968bd842","block_id":"blk_f9cfa07e-1ad4-4125-9418-f599f93a3de3","section_id":"sec_a6bdf439-4c35-4ae7-8260-16d3cedeb325","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":18,"end":20,"exact":"冷却","quote":"高速炉は、ナトリウムなどの液体金属を冷却材とした炉です  \n水が冷却材でないために、中性子が減速しにくく、核種分離などで加工済みの使用済み核燃料などを燃やす事も出来、増殖し後で使う事も出来ます","quote_start":0,"quote_end":96,"text_sha256":"a1393fd82212ab0d2a0907dc40a40410cd6600943bd0874deff3e3f4b6a359cb","block_sha256":"a1393fd82212ab0d2a0907dc40a40410cd6600943bd0874deff3e3f4b6a359cb","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_062b5267-073b-4a05-943e-d019dd2ff413/#blk_f9cfa07e-1ad4-4125-9418-f599f93a3de3"},{"id":"occ_8e29801d4fe51aa310d3c7fe","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_069f7cc4-0ca9-44ca-b711-fdfd84413ec4","work_id":"wrk_401fbe80-56cf-48d2-8341-cfc86b46941f","block_id":"blk_f93d2f49-dc04-4598-aeac-7476de3d3838","section_id":"sec_0b7529f7-d68d-4e06-8325-f8486dfab410","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":50,"end":52,"exact":"冷却","quote":"ただし、真のオープンチップレット市場を成立させるには、UCIe規格だけでなく、パッケージ設計、電源、冷却、セキュリティ、EDA、Known Good Die、テスト、責任分界までを整備する必要がある。","quote_start":0,"quote_end":100,"text_sha256":"3e1e466da4059b1f6dbb92f8eddb2a2bea908205ab9ec71c5870e84848c0d4c6","block_sha256":"3e1e466da4059b1f6dbb92f8eddb2a2bea908205ab9ec71c5870e84848c0d4c6","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_069f7cc4-0ca9-44ca-b711-fdfd84413ec4/#blk_f93d2f49-dc04-4598-aeac-7476de3d3838"},{"id":"occ_c30e16ad8fdc155405cf654a","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_0b72e772-70fd-4fc3-94b4-3beabdd8120c","work_id":"wrk_832924ba-8222-43e8-9f82-7a35ff151e1b","block_id":"blk_05179352-ee8c-40b8-8866-595226484396","section_id":"sec_dacd34d8-a85c-405d-ac68-65929c26a1d5","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却","液冷"],"evidence":{"text_basis":"markdown","start":315,"end":317,"exact":"冷却","quote":" | 9% | 約1,100億ドル | 30〜40% | 12〜25% | 約130億〜280億ドル |\n| 冷却・液冷・機械設備 | 6% | 約740億ドル | 30〜40% | 10〜20% | 約70億〜150億ドル |\n| 建屋・土木・EPC・土地 | 14% | 約1,720億ドル | 8〜15% |","quote_start":260,"quote_end":417,"text_sha256":"f980192fb939df39d08c102e18a64e8e85f3bb594e6cfaf74d1f6fc89859e04c","block_sha256":"f980192fb939df39d08c102e18a64e8e85f3bb594e6cfaf74d1f6fc89859e04c","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_0b72e772-70fd-4fc3-94b4-3beabdd8120c/#blk_05179352-ee8c-40b8-8866-595226484396"},{"id":"occ_18450543dac13b67307ede2a","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_0b72e772-70fd-4fc3-94b4-3beabdd8120c","work_id":"wrk_832924ba-8222-43e8-9f82-7a35ff151e1b","block_id":"blk_50524243-e956-4106-9e39-3418c3ea55d1","section_id":"sec_26ba8cdf-2810-4f14-b615-2a81876bbf2f","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":18,"end":20,"exact":"冷却","quote":"それは、電力、土地、データセンター、冷却、ネットワーク、半導体、長期契約、リース、SPV、プライベートクレジット、政府系ファンド、保険資金、年金資金を束ねて、巨大な「計算容量」を金融商品として組成する話になり始めた。","quote_start":0,"quote_end":108,"text_sha256":"e23e5011533280d4db48756d165c7b532381e600e9ef180091c699db78167596","block_sha256":"e23e5011533280d4db48756d165c7b532381e600e9ef180091c699db78167596","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_0b72e772-70fd-4fc3-94b4-3beabdd8120c/#blk_50524243-e956-4106-9e39-3418c3ea55d1"},{"id":"occ_bfb7b93263cf4ae54a696864","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_0b72e772-70fd-4fc3-94b4-3beabdd8120c","work_id":"wrk_832924ba-8222-43e8-9f82-7a35ff151e1b","block_id":"blk_74758489-98b0-4594-9085-66882fec271c","section_id":"sec_01a886f3-17a2-42bb-88b4-e0698a322e9f","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却","液冷"],"evidence":{"text_basis":"markdown","start":85,"end":87,"exact":"冷却","quote":"| 2026年 | AIインフラ金融の発表ラッシュ。NVIDIA、Broadcom、HBM、光通信、電力設備、冷却、発電、ネオクラウドが再評価される |\n| 2027年 | 発表されたGWと実際に稼働するGWの差が見え始める。電力接続、変圧器、液冷、HBM、自治体反対が表面化する |\n| 2028年 | 勝者と敗","quote_start":30,"quote_end":187,"text_sha256":"95e5c7c769cd17006b6c77135424d02751cdf40e0dde41278be1387a7e4e644b","block_sha256":"95e5c7c769cd17006b6c77135424d02751cdf40e0dde41278be1387a7e4e644b","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_0b72e772-70fd-4fc3-94b4-3beabdd8120c/#blk_74758489-98b0-4594-9085-66882fec271c"},{"id":"occ_4f84533c4c8256ba95a9c144","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_0b72e772-70fd-4fc3-94b4-3beabdd8120c","work_id":"wrk_832924ba-8222-43e8-9f82-7a35ff151e1b","block_id":"blk_e0ca8af5-7128-4338-bce1-89b0232aa97c","section_id":"sec_0c4203df-7ac1-43bd-b1be-fd46c6417de1","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":9,"end":11,"exact":"冷却","quote":"それは、電力付き、冷却付き、金融付き、半導体付きの「計算工場」を利用することである。","quote_start":0,"quote_end":42,"text_sha256":"088aacb462505047d1c653fe4edabdaebe9a57edb19c79cc56bc5ef5b294b909","block_sha256":"088aacb462505047d1c653fe4edabdaebe9a57edb19c79cc56bc5ef5b294b909","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_0b72e772-70fd-4fc3-94b4-3beabdd8120c/#blk_e0ca8af5-7128-4338-bce1-89b0232aa97c"},{"id":"occ_1a6216ba13c2582742113139","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_0c0f759a-91cf-4045-9394-3cfb56b32f62","work_id":"wrk_2d2cb7c8-f0d0-489b-9115-208bcef71fe1","block_id":"blk_f2a29dbf-ec2d-402f-8bf7-82925004a385","section_id":"sec_ecaf2333-8ff3-4c96-976d-df8851f1e072","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":421,"end":423,"exact":"冷却","quote":"高温に加熱する手法である 。ランタンが酸化サマリウムを還元し、生成した純粋なサマリウム金属が蒸発、るつぼ上部の冷却された凝縮器で回収される。このプロセスは、高価な装置、精密な真空制御、高度な冶金技術を要する。","quote_start":366,"quote_end":470,"text_sha256":"2c0035feffbd815237553e29d72edce4904c482bd07805bec48c131179b55dc8","block_sha256":"2c0035feffbd815237553e29d72edce4904c482bd07805bec48c131179b55dc8","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_0c0f759a-91cf-4045-9394-3cfb56b32f62/#blk_f2a29dbf-ec2d-402f-8bf7-82925004a385"},{"id":"occ_c0e45210b75ff553c96217fd","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_0d8f6bbc-636e-4d8d-8ba4-920514c5aff2","work_id":"wrk_c5776fd4-c51f-4d7f-811d-7493ad4e5e3f","block_id":"blk_1e9caab8-9827-4905-891e-bcc317c870e2","section_id":"sec_200e060a-102a-4365-b986-0288208e4cce","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":50,"end":52,"exact":"冷却","quote":"> 実務的には「8→12スタック」への拡張で、同じ世代でも**容量・帯域が直線的に伸びる**（電力/冷却/歩留まりとのトレードオフは増大）。","quote_start":0,"quote_end":70,"text_sha256":"d82fda6bbf80a4dee9d95b5fd3a7c8c189509f2c88c8f5abb8ce84f52b345f3a","block_sha256":"d82fda6bbf80a4dee9d95b5fd3a7c8c189509f2c88c8f5abb8ce84f52b345f3a","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_0d8f6bbc-636e-4d8d-8ba4-920514c5aff2/#blk_1e9caab8-9827-4905-891e-bcc317c870e2"},{"id":"occ_cf5283282df17df05a625761","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_0d8f6bbc-636e-4d8d-8ba4-920514c5aff2","work_id":"wrk_c5776fd4-c51f-4d7f-811d-7493ad4e5e3f","block_id":"blk_253c6753-016c-43fc-8403-bf3722d80990","section_id":"sec_589d09c5-a5e9-47f2-a94a-1f57d1d85773","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":511,"end":513,"exact":"冷却","quote":"ック帯域＝（2,048/8）×Gb/s**（HBM4） → **総帯域＝スタック数倍**\n  4. 実効は**冷却・電力・配線品質**で上下。レビューでは**温度・スロットリング挙動**も必ず確認。","quote_start":456,"quote_end":555,"text_sha256":"99abd05c278e7287fa2416e71739801bc864911d8f0b046cb3e89c48d0338e22","block_sha256":"99abd05c278e7287fa2416e71739801bc864911d8f0b046cb3e89c48d0338e22","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_0d8f6bbc-636e-4d8d-8ba4-920514c5aff2/#blk_253c6753-016c-43fc-8403-bf3722d80990"},{"id":"occ_e9520625175652c7aa99252f","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_0e531107-4090-4b2f-8e19-16fe4d32d8d6","work_id":"wrk_52c716f7-adad-437c-8d7e-7eb8eeae30d9","block_id":"blk_545655b9-81a5-43ef-892a-f56c0df9f16e","section_id":"sec_77bdf3d3-797a-49a9-bcea-89f4658675d0","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":30,"end":32,"exact":"冷却","quote":"しかし、私はそこで悩む  \nPCケース、電源、マザーボード、冷却装置を自分好みのものにしたいとも思うのだ  \nそうするとこのような構成になる","quote_start":0,"quote_end":70,"text_sha256":"b77e755ecdac9bca07a46005b3288216494363598a8d1f45f0ffb42251ab2b55","block_sha256":"b77e755ecdac9bca07a46005b3288216494363598a8d1f45f0ffb42251ab2b55","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_0e531107-4090-4b2f-8e19-16fe4d32d8d6/#blk_545655b9-81a5-43ef-892a-f56c0df9f16e"},{"id":"occ_88607d14412135c6ec1bdc7c","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_0e531107-4090-4b2f-8e19-16fe4d32d8d6","work_id":"wrk_52c716f7-adad-437c-8d7e-7eb8eeae30d9","block_id":"blk_7f9cbbe7-63ce-4c9a-95e9-fbc91d59f81c","section_id":"sec_77bdf3d3-797a-49a9-bcea-89f4658675d0","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":112,"end":114,"exact":"冷却","quote":" ¥89,980  \nマザボ **MSI B850 Gaming Plus WiFi** ¥32,806  \n冷却 **iCUE H115i RGB ELITE (280 mm)¥19,800**  \nメモリ Crucial DDR5-6400 32 GB×2 ¥30,310  \nGPU MSI RTX 5070","quote_start":57,"quote_end":214,"text_sha256":"f5d4cdab61aaf4de9f54d903c08a6f26644cf0574407cb29173e66a390bbcd6b","block_sha256":"f5d4cdab61aaf4de9f54d903c08a6f26644cf0574407cb29173e66a390bbcd6b","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_0e531107-4090-4b2f-8e19-16fe4d32d8d6/#blk_7f9cbbe7-63ce-4c9a-95e9-fbc91d59f81c"},{"id":"occ_24ade8f101448c3e51c86d55","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_0e531107-4090-4b2f-8e19-16fe4d32d8d6","work_id":"wrk_52c716f7-adad-437c-8d7e-7eb8eeae30d9","block_id":"blk_e093cc5c-8ed2-4840-b01d-7df1532cad4c","section_id":"sec_77bdf3d3-797a-49a9-bcea-89f4658675d0","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":8,"end":10,"exact":"冷却","quote":"自作代行にすれば冷却性能の少し高いクーラーやファン、ケース、マザボが選べる  \nそうした方が寿命が長くなるのではないか","quote_start":0,"quote_end":59,"text_sha256":"3ce89dd180fb1e1e4f20c19e6a07b42cb07540e59e6ea05e3b04ffc44260f231","block_sha256":"3ce89dd180fb1e1e4f20c19e6a07b42cb07540e59e6ea05e3b04ffc44260f231","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_0e531107-4090-4b2f-8e19-16fe4d32d8d6/#blk_e093cc5c-8ed2-4840-b01d-7df1532cad4c"},{"id":"occ_3fee3ec4869ed30485183ddf","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_0ee327e2-ecfe-42e6-b337-fce8abbe7b71","work_id":"wrk_e5060e37-5e03-4669-88d5-6a5989ca3dcb","block_id":"blk_52b9195f-5ce0-44d5-8caf-c48a4a4c640e","section_id":"sec_b9994805-9098-4526-90c6-9335c8656caf","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":105,"end":107,"exact":"冷却","quote":"って性能を落としやすい（密度差による成分分離・結晶化が起きやすい）という課題があります。WIREDも「密度差→冷却中の微結晶化→性能が台無しになり得る」こと、そして微小重力がそれを抑え得ることを説明しています。([WIRED](https://www.wired.com/story/the-best-place-","quote_start":50,"quote_end":207,"text_sha256":"e953163a7260b5e2e196f3a7d55431b35d04b499dbd0e8cb59908d59a5987990","block_sha256":"e953163a7260b5e2e196f3a7d55431b35d04b499dbd0e8cb59908d59a5987990","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_0ee327e2-ecfe-42e6-b337-fce8abbe7b71/#blk_52b9195f-5ce0-44d5-8caf-c48a4a4c640e"},{"id":"occ_ee25e94625032fea73d2126e","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_1246df84-dae2-49be-ab7b-94b8c8902078","work_id":"wrk_850e2d1d-c6db-443c-b02a-baac2573c6d3","block_id":"blk_1a3453fa-3a21-441d-b4d6-c68891ee9a12","section_id":"sec_68e5d326-66a7-4518-8688-d18a35a98a5b","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":67,"end":69,"exact":"冷却","quote":"\n- GPU一基に必要な帯域\n- HBMの容量と速度\n- GPU間の通信方式\n- ラック内のネットワーク\n- 冷却方式\n- 電力構成\n- サーバーの参照設計\n- ソフトウェア環境","quote_start":12,"quote_end":101,"text_sha256":"c637e9abd94b7c116304dad2ff0d87eb00cbfdc76519790823a56a128701f057","block_sha256":"c637e9abd94b7c116304dad2ff0d87eb00cbfdc76519790823a56a128701f057","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_1246df84-dae2-49be-ab7b-94b8c8902078/#blk_1a3453fa-3a21-441d-b4d6-c68891ee9a12"},{"id":"occ_26e6a3b5aefff7f3809f3294","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_1246df84-dae2-49be-ab7b-94b8c8902078","work_id":"wrk_850e2d1d-c6db-443c-b02a-baac2573c6d3","block_id":"blk_5bec1f83-a8b3-4af8-8eec-9d7409018b94","section_id":"sec_68e5d326-66a7-4518-8688-d18a35a98a5b","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":22,"end":24,"exact":"冷却","quote":"サーバーODM、光通信、ネットワーク、電源、冷却企業も、NVIDIAのラック設計に入ることで成長した。","quote_start":0,"quote_end":51,"text_sha256":"38b4a48ab6b20fdf9c6d80741ab321460823623cff3bd23317e24a51df8f6c7d","block_sha256":"38b4a48ab6b20fdf9c6d80741ab321460823623cff3bd23317e24a51df8f6c7d","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_1246df84-dae2-49be-ab7b-94b8c8902078/#blk_5bec1f83-a8b3-4af8-8eec-9d7409018b94"},{"id":"occ_c06ff24d100d0889217d9dee","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_1246df84-dae2-49be-ab7b-94b8c8902078","work_id":"wrk_850e2d1d-c6db-443c-b02a-baac2573c6d3","block_id":"blk_ec255598-d82e-4ad2-b6f3-8b566c0171ff","section_id":"sec_53230b26-adc5-4603-9ae4-5b1ea3d149d9","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":55,"end":57,"exact":"冷却","quote":"NVIDIAの存在は、メモリ市場の順位だけでなく、ファウンドリ、先端パッケージ、サーバー、ネットワーク、電源、冷却まで変えた。","quote_start":0,"quote_end":63,"text_sha256":"431755f05a52bffe9a00005a78ad0a3a670989ce84b7cb63fc3c1da6f7d501c7","block_sha256":"431755f05a52bffe9a00005a78ad0a3a670989ce84b7cb63fc3c1da6f7d501c7","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_1246df84-dae2-49be-ab7b-94b8c8902078/#blk_ec255598-d82e-4ad2-b6f3-8b566c0171ff"},{"id":"occ_10546eb8ce5455cd66a4b1da","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_15381314-c653-4ce9-9b25-d8495cdbf4d1","work_id":"wrk_220c8e7e-eccc-4357-89f5-9a6b78a08a7c","block_id":"blk_1ef19b3c-74f4-4494-943e-4dbe1b73e4b2","section_id":"sec_d80fdefe-c243-4355-b6c3-0ea7faa17a52","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":6,"end":8,"exact":"冷却","quote":"## 電源・冷却・バッテリー","quote_start":0,"quote_end":14,"text_sha256":"b84ef827d6ec0532189f46a1737c82f37ebb92b9ea37a32d8713dcb1e9761296","block_sha256":"b84ef827d6ec0532189f46a1737c82f37ebb92b9ea37a32d8713dcb1e9761296","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_15381314-c653-4ce9-9b25-d8495cdbf4d1/#blk_1ef19b3c-74f4-4494-943e-4dbe1b73e4b2"},{"id":"occ_a6151fd7792fd96438f468ab","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_15381314-c653-4ce9-9b25-d8495cdbf4d1","work_id":"wrk_220c8e7e-eccc-4357-89f5-9a6b78a08a7c","block_id":"blk_5105fb64-40f6-4ced-9024-b3c26daa220e","section_id":"sec_47222afb-9adf-4a27-a3d0-0255cb368634","layer":"code","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":325,"end":327,"exact":"冷却","quote":" |\n| データ・シミュレーション・安全 | 1,000万台×1,500ドル | 150億ドル |\n| 電源・冷却等 | 250万台×1,500ドル | 37.5億ドル |\n```","quote_start":270,"quote_end":360,"text_sha256":"3bdd6205dd46738fcecbbb3cd9cd67fbdd345999263e381c81b5d64ecbc1c7a8","block_sha256":"3bdd6205dd46738fcecbbb3cd9cd67fbdd345999263e381c81b5d64ecbc1c7a8","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_15381314-c653-4ce9-9b25-d8495cdbf4d1/#blk_5105fb64-40f6-4ced-9024-b3c26daa220e"},{"id":"occ_13a60d357f50fd7bc35582f9","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_15381314-c653-4ce9-9b25-d8495cdbf4d1","work_id":"wrk_220c8e7e-eccc-4357-89f5-9a6b78a08a7c","block_id":"blk_6b742dda-c6f1-4796-8649-c8817206fa39","section_id":"sec_8fc19442-65f6-4470-a371-bf03f7d35880","layer":"code","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":453,"end":455,"exact":"冷却","quote":" シミュレーション・データ・安全 | 80億～300億ドル | 60～90% | 15～45% |\n| 電源・冷却・バッテリー | 50億～200億ドル | 25～50% | 10～25% |\n```","quote_start":398,"quote_end":498,"text_sha256":"c94fd36228f7ef10747d7732da8c791c9204a1d083c9186b600dde3cb91f7d15","block_sha256":"c94fd36228f7ef10747d7732da8c791c9204a1d083c9186b600dde3cb91f7d15","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_15381314-c653-4ce9-9b25-d8495cdbf4d1/#blk_6b742dda-c6f1-4796-8649-c8817206fa39"},{"id":"occ_4c78035929c334dd83416be9","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_15381314-c653-4ce9-9b25-d8495cdbf4d1","work_id":"wrk_220c8e7e-eccc-4357-89f5-9a6b78a08a7c","block_id":"blk_f67b916e-6e28-45a0-b266-30efcf453d3c","section_id":"sec_d80fdefe-c243-4355-b6c3-0ea7faa17a52","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":39,"end":41,"exact":"冷却","quote":"- PMIC\n- DC-DC\n- DrMOS\n- GaN\n- SiC\n- 小型冷却\n- ヒートパイプ\n- 熱伝導材料\n- バッテリー\n- 充電設備","quote_start":0,"quote_end":73,"text_sha256":"ad253e8cecc0138e228cb568569c149a1fedfce574dec99b429c445ae4f6fac3","block_sha256":"ad253e8cecc0138e228cb568569c149a1fedfce574dec99b429c445ae4f6fac3","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_15381314-c653-4ce9-9b25-d8495cdbf4d1/#blk_f67b916e-6e28-45a0-b266-30efcf453d3c"},{"id":"occ_20cbf60b733b9326fcb0011d","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_15381314-c653-4ce9-9b25-d8495cdbf4d1","work_id":"wrk_220c8e7e-eccc-4357-89f5-9a6b78a08a7c","block_id":"blk_f7ff95e9-821b-454c-8db0-75c3c8c1d5e1","section_id":"sec_b90f6ddd-405c-4ae8-b970-bd4c43ba5ae5","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":32,"end":34,"exact":"冷却","quote":"LPDDR、HBM、NAND、GPU、センサー、高速通信、電源、冷却、シミュレーション、データ管理、AI安全性まで、フィジカルAIを支えるインフラ全体が成長する。","quote_start":0,"quote_end":81,"text_sha256":"f6fc6858ff7a6849ce954074dc575dbb815e79667d20f7572f6e3068be45b8e9","block_sha256":"f6fc6858ff7a6849ce954074dc575dbb815e79667d20f7572f6e3068be45b8e9","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_15381314-c653-4ce9-9b25-d8495cdbf4d1/#blk_f7ff95e9-821b-454c-8db0-75c3c8c1d5e1"},{"id":"occ_33a31178362c8d2a335f0e27","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_17972011-3c15-4377-a2ea-f36af8fa6c2f","work_id":"wrk_fbc5cb25-a3fe-4368-a659-4a3d7a753309","block_id":"blk_3c1b7067-909b-4168-8196-c0ae364aac23","section_id":"sec_560a0f2d-09fd-4c9d-b87b-e0dd5179caba","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":20,"end":22,"exact":"冷却","quote":"光。ガラスコア基板。半導体テスト。電源。冷却。JabilのようなAIハードウェア製造基盤。そして、DDOG、SNOW、PLTR、NETのようなAI SaaS・データ基盤。","quote_start":0,"quote_end":85,"text_sha256":"1a0fb04308750a8c6c9ff82e799b38319febf4fdc4569a6636ea20ff45094870","block_sha256":"1a0fb04308750a8c6c9ff82e799b38319febf4fdc4569a6636ea20ff45094870","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_17972011-3c15-4377-a2ea-f36af8fa6c2f/#blk_3c1b7067-909b-4168-8196-c0ae364aac23"},{"id":"occ_e816ccc085f4d097ec0c45e4","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_17f0f08f-aee1-41a1-8c07-82badf2b6a4f","work_id":"wrk_f7d6728c-f58d-4c77-958d-67d9910c0d5d","block_id":"blk_6158a475-5dd3-4759-91b9-7d4e238f990b","section_id":"sec_4442ef39-0cc7-4c30-a060-55dbceb1b818","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":179,"end":181,"exact":"冷却","quote":"DigiやOne Stop Systemsのような産業・堅牢エッジ企業です。半導体だけでなく、**筐体、電源、冷却、通信モジュール、セキュアブート、遠隔管理ソフト**まで統合できる企業が強くなります。","quote_start":124,"quote_end":224,"text_sha256":"8094a4455b4f3c335363d993432600397f02ca7dc9c024a943df467b7088c95f","block_sha256":"8094a4455b4f3c335363d993432600397f02ca7dc9c024a943df467b7088c95f","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_17f0f08f-aee1-41a1-8c07-82badf2b6a4f/#blk_6158a475-5dd3-4759-91b9-7d4e238f990b"},{"id":"occ_586edfd9527837e46b371845","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_1f682c1d-2f63-48dc-adba-614831c2986b","work_id":"wrk_d6d5ed5a-ff8c-4800-85c7-bfd1af59949f","block_id":"blk_06a88715-5684-41f1-849f-41633401bed7","section_id":"sec_6e1ec669-35db-4494-b6df-3fff06c51ac1","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":6,"end":8,"exact":"冷却","quote":"高温ガス炉は冷却材にヘリウムガスを使っているヘリウムは希ガスで安定している  \n燃料棒はなく、セラミックで多重に被覆された固形燃料を使っている  \nそれは、1600℃の高温でも壊れないのだ  \n通常の加圧水型や沸騰水","quote_start":0,"quote_end":108,"text_sha256":"2707fea25020b3258bab94f6dd054bddc5079f342b2b97c6276ca4567d040521","block_sha256":"2707fea25020b3258bab94f6dd054bddc5079f342b2b97c6276ca4567d040521","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_1f682c1d-2f63-48dc-adba-614831c2986b/#blk_06a88715-5684-41f1-849f-41633401bed7"},{"id":"occ_af099ab2fca509c6fbe3a8a7","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_1f682c1d-2f63-48dc-adba-614831c2986b","work_id":"wrk_d6d5ed5a-ff8c-4800-85c7-bfd1af59949f","block_id":"blk_147b8b4a-4097-45d8-ac17-61f2eef6ec70","section_id":"sec_6e1ec669-35db-4494-b6df-3fff06c51ac1","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":6,"end":8,"exact":"冷却","quote":"そんなものを冷却材に使うなんて、センスがないと思う  \nというより、無謀なのだ  \n高速増殖炉もんじゅもナトリウム漏れで火災が発生した  \nそういう事である","quote_start":0,"quote_end":78,"text_sha256":"85024c011ec2b37f6fbfa4063d6555a22b52bfd00b5b16516ff92ba8732aeaaf","block_sha256":"85024c011ec2b37f6fbfa4063d6555a22b52bfd00b5b16516ff92ba8732aeaaf","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_1f682c1d-2f63-48dc-adba-614831c2986b/#blk_147b8b4a-4097-45d8-ac17-61f2eef6ec70"},{"id":"occ_966594d802ff4714887471d6","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_1f682c1d-2f63-48dc-adba-614831c2986b","work_id":"wrk_d6d5ed5a-ff8c-4800-85c7-bfd1af59949f","block_id":"blk_6a81fe0d-4012-44b7-b5b9-7c1c81c22ba4","section_id":"sec_6e1ec669-35db-4494-b6df-3fff06c51ac1","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却","水冷"],"evidence":{"text_basis":"markdown","start":87,"end":89,"exact":"冷却","quote":"方とも炉心溶融やメルトダウンのリスクが限りなく0に近い  \nただ、その実現は難しい  \nとはいえ、ナトリウムを冷却材に使うよりマシだ  \nあるいは超臨界軽水冷却炉のようにしてエネルギー効率を上げた小型の加圧水型や沸騰水型もいいだろう","quote_start":32,"quote_end":148,"text_sha256":"08aafb90edfc9e3fd9a5313a284904909483b099869d6c156b7a662da3554fc8","block_sha256":"08aafb90edfc9e3fd9a5313a284904909483b099869d6c156b7a662da3554fc8","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_1f682c1d-2f63-48dc-adba-614831c2986b/#blk_6a81fe0d-4012-44b7-b5b9-7c1c81c22ba4"},{"id":"occ_7e78874d90a114095c0e282d","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_1f682c1d-2f63-48dc-adba-614831c2986b","work_id":"wrk_d6d5ed5a-ff8c-4800-85c7-bfd1af59949f","block_id":"blk_943d2270-6fc7-4744-b9a2-35c5e0e81739","section_id":"sec_6e1ec669-35db-4494-b6df-3fff06c51ac1","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":24,"end":26,"exact":"冷却","quote":"ちゃんと調べてみると、okloは液体ナトリウムを冷却材にした高速炉らしいし、ニュースケールは加圧水型原子炉をモデルにした小型原子炉らしい","quote_start":0,"quote_end":68,"text_sha256":"3c6d53b6cea363bb264248c37d3e985aadef3fb0c42a81513f701c8194d293ce","block_sha256":"3c6d53b6cea363bb264248c37d3e985aadef3fb0c42a81513f701c8194d293ce","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_1f682c1d-2f63-48dc-adba-614831c2986b/#blk_943d2270-6fc7-4744-b9a2-35c5e0e81739"},{"id":"occ_cc954484b9c3bad56a90422b","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_1f682c1d-2f63-48dc-adba-614831c2986b","work_id":"wrk_d6d5ed5a-ff8c-4800-85c7-bfd1af59949f","block_id":"blk_bda18764-830b-40c4-b25e-cb361474b852","section_id":"sec_6e1ec669-35db-4494-b6df-3fff06c51ac1","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":13,"end":15,"exact":"冷却","quote":"高速炉には液体ナトリウムを冷却材とする以外に鉛を冷却材とするものもある  \nそっちの方がマシだとは思うが、勉強不足で詳しくなくてわからない  \n鉛が固体化してしまわないように温度調整をするのが難しいとか、鉛には毒性がある為、高温の","quote_start":0,"quote_end":115,"text_sha256":"201a74a86f4d90473c843f354a45843aabd7583a15cfc39dc02434121e24655d","block_sha256":"201a74a86f4d90473c843f354a45843aabd7583a15cfc39dc02434121e24655d","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_1f682c1d-2f63-48dc-adba-614831c2986b/#blk_bda18764-830b-40c4-b25e-cb361474b852"},{"id":"occ_4f3b706308327634bbdaa621","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_217016cb-4b97-4b15-993e-73dded8489d4","work_id":"wrk_35685b88-0221-425f-a965-66ae13b66c00","block_id":"blk_0178ecf8-0eae-413b-ae11-71ad0f79b0a9","section_id":"sec_3f58f3fe-6927-47ee-abe3-46b88d8d9296","layer":"code","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":119,"end":121,"exact":"液冷","quote":"C変換\nHBMアクセス\nSerDes / NICの高速通信\n光トランシーバ周辺の電源リップル\nファン・ポンプ・液冷制御系\n```","quote_start":64,"quote_end":128,"text_sha256":"136f4c4b10f2851c4de4b2fe73cc2f6e5be6509dcda5ae9486e672818271b392","block_sha256":"136f4c4b10f2851c4de4b2fe73cc2f6e5be6509dcda5ae9486e672818271b392","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_217016cb-4b97-4b15-993e-73dded8489d4/#blk_0178ecf8-0eae-413b-ae11-71ad0f79b0a9"},{"id":"occ_6302c4cf47cf0bc3b033c266","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_217016cb-4b97-4b15-993e-73dded8489d4","work_id":"wrk_35685b88-0221-425f-a965-66ae13b66c00","block_id":"blk_02aadd37-3dc8-441a-9634-bf5a6ceff83b","section_id":"sec_d4972420-471b-49da-9de1-7eb7aab6b598","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":76,"end":78,"exact":"冷却","quote":"ite-On、AcBel、Flex、Bel Fuse**  \nPSU、パワーシェルフ、ラック電源、OCP電源、冷却統合などに強い企業群です。AIDCがラック単位で設計されるほど、これらの企業の重要性が増します。","quote_start":21,"quote_end":126,"text_sha256":"95e1b275c1c18345017118075f32d80cb635e49eb0451abcb88b32f67bc961c0","block_sha256":"95e1b275c1c18345017118075f32d80cb635e49eb0451abcb88b32f67bc961c0","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_217016cb-4b97-4b15-993e-73dded8489d4/#blk_02aadd37-3dc8-441a-9634-bf5a6ceff83b"},{"id":"occ_f2e2d90419c1409dbde8d31f","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_217016cb-4b97-4b15-993e-73dded8489d4","work_id":"wrk_35685b88-0221-425f-a965-66ae13b66c00","block_id":"blk_81409e0e-3cf8-42c1-9ad8-af568d683030","section_id":"sec_beefac95-90c8-4b0e-848b-b63e3498aef8","layer":"code","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":93,"end":95,"exact":"冷却","quote":"ワーク\n  +\nPCB/ABF\n  +\nMLCC\n  +\nインダクタ/EMI\n  +\n電源モジュール\n  +\n冷却\n  +\nBBU/UPS\n```","quote_start":38,"quote_end":111,"text_sha256":"a9dcb731b427c18c3dfc125625cbca971895897414f084c7ae7b4fa4bd3c2625","block_sha256":"a9dcb731b427c18c3dfc125625cbca971895897414f084c7ae7b4fa4bd3c2625","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_217016cb-4b97-4b15-993e-73dded8489d4/#blk_81409e0e-3cf8-42c1-9ad8-af568d683030"},{"id":"occ_78dc66ba5eb626bdcc6197f8","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_217016cb-4b97-4b15-993e-73dded8489d4","work_id":"wrk_35685b88-0221-425f-a965-66ae13b66c00","block_id":"blk_c1dd37ae-0dd4-4e09-8eea-f0f7c270c4ac","section_id":"sec_beefac95-90c8-4b0e-848b-b63e3498aef8","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":37,"end":39,"exact":"冷却","quote":"AIDC時代の本質は、  \n**GPUの性能競争が、電源・基板・受動部品・冷却の性能競争へ波及している**  \nということです。  \nその波及先の中で、MLCC、インダクタ、電源モジュールは、今後も高付加価値化しながら伸びる可能性が高い分野だと考えられます。","quote_start":0,"quote_end":129,"text_sha256":"a992dcb23ca97899b46845c1cf8b7e5dfc64985be019fd45bceeadc9c15e276f","block_sha256":"a992dcb23ca97899b46845c1cf8b7e5dfc64985be019fd45bceeadc9c15e276f","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_217016cb-4b97-4b15-993e-73dded8489d4/#blk_c1dd37ae-0dd4-4e09-8eea-f0f7c270c4ac"},{"id":"occ_2f8fd1bda3ca30637788ca58","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_217016cb-4b97-4b15-993e-73dded8489d4","work_id":"wrk_35685b88-0221-425f-a965-66ae13b66c00","block_id":"blk_d2fa45f3-ac45-4a6b-a485-8767d114411c","section_id":"sec_3fb5f98f-2c98-4ce2-a251-09003c796fd7","layer":"code","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":272,"end":274,"exact":"液冷","quote":"SerDes / 光トランシーバ\n  └ 高速信号のジッターやビットエラーを抑える\n\nファン / ポンプ / 液冷制御\n  └ モーター系ノイズを抑える\n```","quote_start":217,"quote_end":297,"text_sha256":"98b4c25031dfb22dfd74076d26937f9d33053ad20c1a5b1e14458ec9464735c3","block_sha256":"98b4c25031dfb22dfd74076d26937f9d33053ad20c1a5b1e14458ec9464735c3","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_217016cb-4b97-4b15-993e-73dded8489d4/#blk_d2fa45f3-ac45-4a6b-a485-8767d114411c"},{"id":"occ_e94c763ed947a8148e750f1d","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_22aef441-7204-418b-912b-8ab0253992f3","work_id":"wrk_5f7a8ea7-90a7-464b-a53f-7aaed122f51c","block_id":"blk_01acc18e-fbfb-4e9e-abaf-1b7a04bb4baf","section_id":"sec_b298cab1-b59b-44be-bba1-b3c67c722f78","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":28,"end":30,"exact":"冷却","quote":"日本で稼働している原子炉の主流は、この軽水を減速材および冷却材として使用する「軽水炉（LWR）」であり、これには原子炉内で直接蒸気を発生させる沸騰水型（BWR）と、蒸気発生器を介して蒸気を作る加圧水型（PWR）の2種類が存在する 。","quote_start":0,"quote_end":116,"text_sha256":"12578e279c0c08f9f675af7dfe588c7005bc44b7597849319e5873d15fd6836b","block_sha256":"12578e279c0c08f9f675af7dfe588c7005bc44b7597849319e5873d15fd6836b","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_22aef441-7204-418b-912b-8ab0253992f3/#blk_01acc18e-fbfb-4e9e-abaf-1b7a04bb4baf"},{"id":"occ_4604146949ec9dd306fbb4c6","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_22aef441-7204-418b-912b-8ab0253992f3","work_id":"wrk_5f7a8ea7-90a7-464b-a53f-7aaed122f51c","block_id":"blk_50ffbb3c-4e92-4fe2-aede-044db9b35bc1","section_id":"sec_1293f8d7-5090-45ed-a287-19533e7cdce2","layer":"body","character_id":null,"count":3,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":175,"end":177,"exact":"冷却","quote":"ジュールは巨大なプールの中に水没しており、非常時には外部電源やポンプを一切必要とせず、水の自然対流だけで炉心を冷却し続けることができる 。この堅牢な安全設計により、米国の規制当局から、緊急時計画区域（EPZ）を原発敷地内に限定できるという画期的な承認を得ている 。\n  - **規制状況:** 2025年時点で、米","quote_start":120,"quote_end":277,"text_sha256":"c471a697ecaf477f3133a3af8b08a08cf859ef5c7ff86789f2472d362e119b4d","block_sha256":"c471a697ecaf477f3133a3af8b08a08cf859ef5c7ff86789f2472d362e119b4d","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_22aef441-7204-418b-912b-8ab0253992f3/#blk_50ffbb3c-4e92-4fe2-aede-044db9b35bc1"},{"id":"occ_86536cfb00de67258867b911","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_22aef441-7204-418b-912b-8ab0253992f3","work_id":"wrk_5f7a8ea7-90a7-464b-a53f-7aaed122f51c","block_id":"blk_6b638415-7746-4b7a-9a0a-8cc218ee7e7d","section_id":"sec_b298cab1-b59b-44be-bba1-b3c67c722f78","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":233,"end":235,"exact":"冷却","quote":"。例えば、炉内の温度が上昇すると、核分裂しにくいウラン238がより多くの中性子を吸収する「ドップラー効果」や、冷却水の密度が低下して中性子の減速効果が弱まり核分裂が抑制される「ボイド効果（密度効果）」といった物理現象が、自動的に原子炉の出力を下げる方向に働くため、暴走的な反応を防ぐ仕組みとなっている 。また、商業","quote_start":178,"quote_end":335,"text_sha256":"2a1e56bc66c453d368289732eaef17b0278cbf6e443ca7b8a8469d1d35b2d579","block_sha256":"2a1e56bc66c453d368289732eaef17b0278cbf6e443ca7b8a8469d1d35b2d579","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_22aef441-7204-418b-912b-8ab0253992f3/#blk_6b638415-7746-4b7a-9a0a-8cc218ee7e7d"},{"id":"occ_770ebd032897ba0e2213a43d","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_22aef441-7204-418b-912b-8ab0253992f3","work_id":"wrk_5f7a8ea7-90a7-464b-a53f-7aaed122f51c","block_id":"blk_e5a897cf-8c4b-4b35-8680-f8a8ea91bd64","section_id":"sec_1ed168c6-c025-46f7-be1f-791c881e3de9","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":304,"end":306,"exact":"冷却","quote":"025年5月に発表された画期的な合意である。ビル・ゲイツ氏が設立したTerraPower社は、自社のナトリウム冷却高速炉「Natrium」プロジェクト用のHALEUを確保するため、ASP Isotopes社と提携した 38。\n  \n  - **契約内容:** この合意には、ASP社が南アフリカに建設するHALEU","quote_start":249,"quote_end":406,"text_sha256":"1bc02e2d960b0617b61419f8435de5f0dfe97e7cee48c469aecd71468978e015","block_sha256":"1bc02e2d960b0617b61419f8435de5f0dfe97e7cee48c469aecd71468978e015","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_22aef441-7204-418b-912b-8ab0253992f3/#blk_e5a897cf-8c4b-4b35-8680-f8a8ea91bd64"},{"id":"occ_a650ed152afc4fc9f99af303","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_22aef441-7204-418b-912b-8ab0253992f3","work_id":"wrk_5f7a8ea7-90a7-464b-a53f-7aaed122f51c","block_id":"blk_ef514f7c-0c85-4278-878e-2f4920d111a7","section_id":"sec_f66fcee0-1424-4552-94be-2035b48c2f2a","layer":"body","character_id":null,"count":6,"matched_aliases":["冷却","空冷"],"evidence":{"text_basis":"markdown","start":8,"end":10,"exact":"冷却","quote":"- **先進的な冷却技術:** データセンターの電力消費の大部分は冷却によるものである。サーバーを特殊な液体に浸して冷却する「液浸冷却」のような新技術は、従来の空冷方式よりもはるかに効率的であり、電力消費を劇的に削減でき","quote_start":0,"quote_end":110,"text_sha256":"94846cff99c533986cd77f1c32ca02dbb2ee3c8f535cf2f469c61befca0fd52a","block_sha256":"94846cff99c533986cd77f1c32ca02dbb2ee3c8f535cf2f469c61befca0fd52a","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_22aef441-7204-418b-912b-8ab0253992f3/#blk_ef514f7c-0c85-4278-878e-2f4920d111a7"},{"id":"occ_e057b641d417e07d95cd8c7b","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_24eb030e-0590-42b8-bd89-6a25a4dfc487","work_id":"wrk_a6aa5646-83cd-40dd-87e3-3b3f438804da","block_id":"blk_b46555a5-6bdd-41b8-a0a1-5110a4b1bb66","section_id":"sec_02e65b6f-9a3e-4957-8f6f-9e4e5f77a18e","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":415,"end":417,"exact":"液冷","quote":"では、**Spectrum-6世代**で**102.4Tb/sクラス**や**128×800G**などの構成、液冷採用とともに**CPO前提**の設計像を紹介。([Tom's 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レチクル限界\n- 歩留まり\n- SRAM容量\n- HBM帯域\n- 電源供給\n- パッケージ面積\n- 冷却","quote_start":0,"quote_end":54,"text_sha256":"7803c7a1a8d451060f53116a17095ccea8e30f4c9e6b514c80b157655fa810a8","block_sha256":"7803c7a1a8d451060f53116a17095ccea8e30f4c9e6b514c80b157655fa810a8","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_25c19733-e8bf-4666-a96e-91917803878b/#blk_39c12da5-e78c-45cd-8a9b-27f525ba1be4"},{"id":"occ_4b20dbf01c2df06f60ff9e09","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_27743cb0-aee7-439b-a5dd-1faac0292586","work_id":"wrk_7f2a4557-073d-481f-9811-bff84dd5387a","block_id":"blk_63d70b88-9466-44fd-a1b5-fdee5b398d9e","section_id":"sec_641ef164-03f6-47ed-ae99-c33ce49c6939","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":36,"end":38,"exact":"液冷","quote":"HBM  \n先端ロジック  \n先端パッケージ  \n光通信  \n電力  \n液冷","quote_start":0,"quote_end":38,"text_sha256":"ca3c837f2bd8554dd07d3826237b6f532339b7e803c9855aa90089756482e3c3","block_sha256":"ca3c837f2bd8554dd07d3826237b6f532339b7e803c9855aa90089756482e3c3","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_27743cb0-aee7-439b-a5dd-1faac0292586/#blk_63d70b88-9466-44fd-a1b5-fdee5b398d9e"},{"id":"occ_2ff8f28fd3a596c6858537ad","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_2774a11f-f3af-4056-8394-07f7d1934023","work_id":"wrk_f945aff9-e387-4701-8e7f-62fe6e900f6f","block_id":"blk_b11ce8e1-a104-429c-94ee-2c53a210084b","section_id":"sec_7c7a3558-22be-4e21-a708-84e6d241ecb6","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":0,"end":2,"exact":"冷却","quote":"冷却。","quote_start":0,"quote_end":3,"text_sha256":"175a4c954173d94b823f821e14b50e95dff09a8c6764c61a31d912214f20611f","block_sha256":"175a4c954173d94b823f821e14b50e95dff09a8c6764c61a31d912214f20611f","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_2774a11f-f3af-4056-8394-07f7d1934023/#blk_b11ce8e1-a104-429c-94ee-2c53a210084b"},{"id":"occ_9119e6a32d7dab284e28e3e5","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_2b771286-9bc4-45c0-b45d-6524baf27996","work_id":"wrk_371c7035-898a-4ffb-9036-25fc84c21bd7","block_id":"blk_3e2cf6ef-a54e-4dd7-b5b1-ca027586870b","section_id":"sec_d16e1c18-4366-4aea-87dd-89b53cb02701","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":12,"end":14,"exact":"冷却","quote":"また、データーセンターを冷却する冷却技術や、電力を賄うための小型原子炉などの新しい技術開発も重要である","quote_start":0,"quote_end":51,"text_sha256":"489fe6c57434a0a8428289fe0bf14ae6ca6f78f1dc28b87b216b8b7436c2777e","block_sha256":"489fe6c57434a0a8428289fe0bf14ae6ca6f78f1dc28b87b216b8b7436c2777e","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_2b771286-9bc4-45c0-b45d-6524baf27996/#blk_3e2cf6ef-a54e-4dd7-b5b1-ca027586870b"},{"id":"occ_92111d59bd4a769800aa54b8","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_2dcad1b1-3b1a-4999-bd4c-d504dda3eae6","work_id":"wrk_2db98011-2753-489b-8cfb-dadd8a65739b","block_id":"blk_8425599f-a45a-4c8e-9f08-ab473df9b017","section_id":"sec_02efdb52-d4d4-4d57-8413-541747256e81","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":40,"end":42,"exact":"冷却","quote":"AIインフラを語るとき、主役として語られやすいのはGPU、HBM、光通信、電源、冷却、ネットワークスイッチです。しかし、それらを正しく動かすためには、もう一つ重要な基盤があります。","quote_start":0,"quote_end":90,"text_sha256":"019b013943520d4715ffc32e2fe18ca398a33158a5be6370e7df954998c65222","block_sha256":"019b013943520d4715ffc32e2fe18ca398a33158a5be6370e7df954998c65222","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_2dcad1b1-3b1a-4999-bd4c-d504dda3eae6/#blk_8425599f-a45a-4c8e-9f08-ab473df9b017"},{"id":"occ_8c68277f575a4b1051912d58","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_2e5b712c-b120-4b45-91dd-33e6758666be","work_id":"wrk_c9d1ffd9-bc82-481f-b5ce-3dbca5dfe331","block_id":"blk_b14a4b02-4cfa-4106-939e-a7a4a31970d9","section_id":"sec_a538809c-fee2-4303-80f4-4c17fd0ac315","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":14,"end":16,"exact":"冷却","quote":"一方、データセンターの電力や冷却能力が限界なら、同じ話にはならない。","quote_start":0,"quote_end":34,"text_sha256":"cd877f22843a87ee1f68b0b75069e49db79a8443fdc18bbc5a18dbae8df230d0","block_sha256":"cd877f22843a87ee1f68b0b75069e49db79a8443fdc18bbc5a18dbae8df230d0","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_2e5b712c-b120-4b45-91dd-33e6758666be/#blk_b14a4b02-4cfa-4106-939e-a7a4a31970d9"},{"id":"occ_354f983f1dd5ec5c9d9e8f26","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_2e5b712c-b120-4b45-91dd-33e6758666be","work_id":"wrk_c9d1ffd9-bc82-481f-b5ce-3dbca5dfe331","block_id":"blk_b6ea905b-b340-4dc3-99c9-c140619bc7ca","section_id":"sec_b38a54ee-a2ed-4a96-af80-039af29c2be3","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":46,"end":48,"exact":"冷却","quote":"反対に、処理が遅すぎて学習全体を待たせるなら、空いているだけでは有効な戦力にならない。電力や冷却が上限なら、より効率のよい新世代へ枠を渡した方がよい場合もある。","quote_start":0,"quote_end":80,"text_sha256":"d8238918bf2d562f263ff8422ed0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スイッチ筐体と基板、電源、冷却の設計\n- SR LinuxやSONiCへの対応\n- EDAによる設計・導入・運用自動化\n- 光モジュールやルーターとの相互接続検証\n- IP、光、WANを含むネットワーク全体の設計\n- 長期保守と障","quote_start":0,"quote_end":117,"text_sha256":"9d7c35eb0c7df6783749a1e3fac2a12941a9ac6b810fe104ee2501dff0e57a29","block_sha256":"9d7c35eb0c7df6783749a1e3fac2a12941a9ac6b810fe104ee2501dff0e57a29","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_2ed1383f-5c73-49bd-bd5b-f19deda1814c/#blk_e6be5bd5-bd62-40e8-9902-0f6c265efdd0"},{"id":"occ_44276dc7fd6ddac8659d6bb5","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_2f5cc921-59ef-4e07-ba11-82e4656c1db7","work_id":"wrk_22580832-91eb-41f5-879d-0ee23fcf4e6f","block_id":"blk_c469dc96-e837-4e7d-a64a-e8d06ff55d3f","section_id":"sec_baaebc8a-96e3-4d42-9d6d-d8ae8c54dd9c","layer":"character","character_id":"zetu_noia","count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":75,"end":77,"exact":"冷却","quote":"メモリはかつて、価格が崩れるコモディティでした。でもAIインフラの中では、記憶は契約され、認証され、積層され、冷却され、電力と一緒に確保される資源になっていく。","quote_start":20,"quote_end":100,"text_sha256":"3cb894fc8fb5f60102e4248617d4e7b28626f74cf062f358b346508478fdfbf4","block_sha256":"3cb894fc8fb5f60102e4248617d4e7b28626f74cf062f358b346508478fdfbf4","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_2f5cc921-59ef-4e07-ba11-82e4656c1db7/#blk_c469dc96-e837-4e7d-a64a-e8d06ff55d3f"},{"id":"occ_b4ccd438b7326d4d9c9c4175","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_35ce45f7-18dc-4fd9-90f1-01040dfe8822","work_id":"wrk_66096382-8b63-40cb-a42e-9ca851e790ea","block_id":"blk_60a52e5f-b10b-4fe5-b190-5c3b6fa89c5e","section_id":"sec_12b11cc6-f322-4d97-bd7a-324d887a38f7","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":203,"end":205,"exact":"冷却","quote":"劈開、端面膜 | 面内ばらつき、歩留まり、信頼性が崩れる |\n| システム | SiPh実装、WDM、CPO、冷却、検査 | パッケージ全体で使えない |","quote_start":148,"quote_end":225,"text_sha256":"d38d08a22c06972c5889df20f92091ada858d6ceb8a4bfaa6ff9ff8bbeb88ae9","block_sha256":"d38d08a22c06972c5889df20f92091ada858d6ceb8a4bfaa6ff9ff8bbeb88ae9","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_35ce45f7-18dc-4fd9-90f1-01040dfe8822/#blk_60a52e5f-b10b-4fe5-b190-5c3b6fa89c5e"},{"id":"occ_dd77303e364c024b20cc5d98","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_35ce45f7-18dc-4fd9-90f1-01040dfe8822","work_id":"wrk_66096382-8b63-40cb-a42e-9ca851e790ea","block_id":"blk_809d0591-d004-4d09-82c6-ed6a13c7c604","section_id":"sec_b9ddb07a-f849-4b30-9c1c-381e5170a374","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":63,"end":65,"exact":"冷却","quote":"AlAs MQWを使ったDFBレーザー・EMLについて、10～40Gbit/s級の高速動作と広い温度範囲での無冷却動作を開発してきました。高温時の電子・正孔のMQWからの流出を問題として捉え、材料と障壁構造から対策している点が重要です。(NTT Technical Review)","quote_start":8,"quote_end":148,"text_sha256":"bf78359e0b057eb85687bcc5573c35bdea247d4cf1698698f894569a92084048","block_sha256":"bf78359e0b057eb85687bcc5573c35bdea247d4cf1698698f894569a92084048","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_35ce45f7-18dc-4fd9-90f1-01040dfe8822/#blk_809d0591-d004-4d09-82c6-ed6a13c7c604"},{"id":"occ_bf8fb39e68318861e1fc173f","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_35ce45f7-18dc-4fd9-90f1-01040dfe8822","work_id":"wrk_66096382-8b63-40cb-a42e-9ca851e790ea","block_id":"blk_b709806b-eaf1-435e-a7ea-9e4d7e15c305","section_id":"sec_f727661a-6588-44b8-a1c2-0cc804e45908","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":0,"end":2,"exact":"冷却","quote":"冷却・放熱構造","quote_start":0,"quote_end":7,"text_sha256":"7cb6e53e4ace251711a8ddbac91d309cc178e0c4199f431f5344c3a24a7ee9eb","block_sha256":"7cb6e53e4ace251711a8ddbac91d309cc178e0c4199f431f5344c3a24a7ee9eb","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_35ce45f7-18dc-4fd9-90f1-01040dfe8822/#blk_b709806b-eaf1-435e-a7ea-9e4d7e15c305"},{"id":"occ_3afafca6e6fecc4a4af8e9e0","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_35ce45f7-18dc-4fd9-90f1-01040dfe8822","work_id":"wrk_66096382-8b63-40cb-a42e-9ca851e790ea","block_id":"blk_f61bc4d7-9073-4fe0-8a29-667c3dbcc6c3","section_id":"sec_056215bd-adf1-4fb3-ad2e-1b4c2395c98b","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":86,"end":88,"exact":"冷却","quote":"P再成長、リッジ導波路、低容量電極を組み合わせ、20GHz超の電気帯域、26Gbit/s直接変調、85℃での無冷却動作などを実現してきた。","quote_start":31,"quote_end":100,"text_sha256":"d75334223a82ba7bde595bfd582c4b0e53000e87d720828f449202e267636542","block_sha256":"d75334223a82ba7bde595bfd582c4b0e53000e87d720828f449202e267636542","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_35ce45f7-18dc-4fd9-90f1-01040dfe8822/#blk_f61bc4d7-9073-4fe0-8a29-667c3dbcc6c3"},{"id":"occ_fa32ff4788c4cedfe6fbae5e","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_37ec6023-d760-4f21-887c-7dd94c473806","work_id":"wrk_48893baf-fbd1-4353-8bc8-5b83bc4aae4f","block_id":"blk_340c4d86-783f-42e3-bce7-8e5305a51b42","section_id":"sec_ec7ec376-16cf-4fae-a2d5-b448dd26a938","layer":"character","character_id":"zetu_noia","count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":35,"end":37,"exact":"冷却","quote":"AIデータセンターは、頭脳だけでできていません。光の神経、電力の血流、冷却の呼吸、ストレージの記憶でできています。光通信は、その中でも「神経」に近い。遠くまで速く、しかも熱を増やしすぎずに伝える。これができないと、AIファクトリーの密度は上がりません。","quote_start":0,"quote_end":126,"text_sha256":"b23d8ea6d08bd4c47009d8d7f95c8ac69d2b430640f16d9db99918bcffb1fe0c","block_sha256":"b23d8ea6d08bd4c47009d8d7f95c8ac69d2b430640f16d9db99918bcffb1fe0c","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_37ec6023-d760-4f21-887c-7dd94c473806/#blk_340c4d86-783f-42e3-bce7-8e5305a51b42"},{"id":"occ_cc2e74a126d8223d57941422","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_37ec6023-d760-4f21-887c-7dd94c473806","work_id":"wrk_48893baf-fbd1-4353-8bc8-5b83bc4aae4f","block_id":"blk_4f65ac9d-f0a5-4b24-b4f4-02f26db8891c","section_id":"sec_afe99320-0d70-49de-8b11-836e2ffa0227","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":371,"end":373,"exact":"冷却","quote":"          |\n| MOCVD/IBD装置  | InPレーザーの量産能力を支える      |\n| 冷却部材         | 光モジュールとAIサーバーの発熱が増える  |","quote_start":316,"quote_end":409,"text_sha256":"70e34b0f596a16f851c14f59a8c15140ed51d3d6967f3bf9a98118a47ed91968","block_sha256":"70e34b0f596a16f851c14f59a8c15140ed51d3d6967f3bf9a98118a47ed91968","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_37ec6023-d760-4f21-887c-7dd94c473806/#blk_4f65ac9d-f0a5-4b24-b4f4-02f26db8891c"},{"id":"occ_b9e0bafeea80562ca16ebc30","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_37ec6023-d760-4f21-887c-7dd94c473806","work_id":"wrk_48893baf-fbd1-4353-8bc8-5b83bc4aae4f","block_id":"blk_5ded19d0-49d5-4926-a489-9519632c8ec5","section_id":"sec_20e70eef-4bbb-4a4e-acee-d5c5c04e40f8","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":120,"end":122,"exact":"冷却","quote":"電力 | 通信が増えるほど、W/Gbpsの差が設備全体に効く |\n| 発熱 | 高密度ラックでは通信部品の熱も冷却設計に入る |\n| 距離 | 銅で届く範囲と光が必要になる範囲が分かれる |\n| 実装位置 | プラガブル、オンボード、CPOで産業構造が変わる |\n| 光源 | 内蔵光源か外部光源かで、信頼性と保守","quote_start":65,"quote_end":222,"text_sha256":"b901a1eaec4f66ca03f7e6c06721ce9f5fc2a524eaa84dd5baa4d3557276d723","block_sha256":"b901a1eaec4f66ca03f7e6c06721ce9f5fc2a524eaa84dd5baa4d3557276d723","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_37ec6023-d760-4f21-887c-7dd94c473806/#blk_5ded19d0-49d5-4926-a489-9519632c8ec5"},{"id":"occ_434c43c32fd8da3ee9a5e394","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_37ec6023-d760-4f21-887c-7dd94c473806","work_id":"wrk_48893baf-fbd1-4353-8bc8-5b83bc4aae4f","block_id":"blk_7f4043b2-5da0-4e24-94ae-630e3dcc07a9","section_id":"sec_afe99320-0d70-49de-8b11-836e2ffa0227","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":41,"end":43,"exact":"冷却","quote":"800G/1.6Tは、単なる通信規格ではなく、**光部品、化合物半導体、製造装置、冷却、コネクタまで単価を押し上げる技術世代** である。","quote_start":0,"quote_end":69,"text_sha256":"cb0d0ce6c933c76d52b870a3677b50d54c87e4df02e23f951d8fa5928a664b01","block_sha256":"cb0d0ce6c933c76d52b870a3677b50d54c87e4df02e23f951d8fa5928a664b01","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_37ec6023-d760-4f21-887c-7dd94c473806/#blk_7f4043b2-5da0-4e24-94ae-630e3dcc07a9"},{"id":"occ_f429550d2fa63b29b646d20f","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_37ec6023-d760-4f21-887c-7dd94c473806","work_id":"wrk_48893baf-fbd1-4353-8bc8-5b83bc4aae4f","block_id":"blk_91f96f22-3c42-46c5-8bc7-aa49f8572157","section_id":"sec_71096e93-ec6a-4e44-8676-dce3d8fa74ff","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却","水冷"],"evidence":{"text_basis":"markdown","start":44,"end":46,"exact":"水冷","quote":"古河電工は、DFBレーザチップ、SOA、CPO向けELS、光ファイバー、MTフェルール、水冷、高周波材料などを持つ。\n光半導体単体だけでなく、AIデータセンター向けの接続・冷却・材料を横断的に持つ点が特徴である。([Furukawa Electric][6])","quote_start":0,"quote_end":130,"text_sha256":"466ed6c550d85ad17ce3c977bfc94331c5ebbd53c5da1a945613900d8fc54df2","block_sha256":"466ed6c550d85ad17ce3c977bfc94331c5ebbd53c5da1a945613900d8fc54df2","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_37ec6023-d760-4f21-887c-7dd94c473806/#blk_91f96f22-3c42-46c5-8bc7-aa49f8572157"},{"id":"occ_c6abc1ee43cb62c89c419a3d","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_37ec6023-d760-4f21-887c-7dd94c473806","work_id":"wrk_48893baf-fbd1-4353-8bc8-5b83bc4aae4f","block_id":"blk_c6fdd342-a21d-462f-b877-e8d759b11325","section_id":"sec_93908414-f81f-4c43-8958-c2ea1d4497e5","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":28,"end":30,"exact":"冷却","quote":"**住友電工や古河電工は、InP・光配線・光部品・電力/冷却まで広く持つ日本勢。\nSiversは、InP DFBレーザーアレイに尖った高β企業。\nLumentumとCoherentは、高出力CWレーザーとInP量産の大型本命。\nVeecoとAIXTRONは、I","quote_start":0,"quote_end":130,"text_sha256":"497ef9879d8b4f4dbb13edb33b835d2648fbfc0417dbf7e3fd66f33e899bfef8","block_sha256":"497ef9879d8b4f4dbb13edb33b835d2648fbfc0417dbf7e3fd66f33e899bfef8","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_37ec6023-d760-4f21-887c-7dd94c473806/#blk_c6fdd342-a21d-462f-b877-e8d759b11325"},{"id":"occ_24c22af7804c3472b4eea40d","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_385079a7-c5a3-4a8e-9c9a-7b84af62dd7e","work_id":"wrk_c607c873-652b-451e-89e4-a9043a064d80","block_id":"blk_9eddb7eb-d510-4e5a-bfbb-3f6434840616","section_id":"sec_861ab661-b44b-496c-8944-dc69f2f73b05","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":43,"end":45,"exact":"液冷","quote":"この循環が回り始めると、AIインフラは二層化する。一方には、GPU、HBM、光、電力、液冷を抱える巨大クラウドがある。もう一方には、低消費電力SoC、画像センサー、パワー半導体、無線接続、HMI、モーター制御を抱える現場側のAIがある。","quote_start":0,"quote_end":118,"text_sha256":"0a07132978fea8374ef212febf79667aa2db17ada76b5e1a0b00be6c26b567d2","block_sha256":"0a07132978fea8374ef212febf79667aa2db17ada76b5e1a0b00be6c26b567d2","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_385079a7-c5a3-4a8e-9c9a-7b84af62dd7e/#blk_9eddb7eb-d510-4e5a-bfbb-3f6434840616"},{"id":"occ_1107642ab9bc3645c595ff6d","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_3fd4618d-8d1a-4a0a-8f71-c67475f7c6b1","work_id":"wrk_8fbff868-af29-43ba-894f-00d62785aa5f","block_id":"blk_04f7e352-d854-461d-a113-fcfe0af9bfe3","section_id":"sec_43be2457-b556-43a3-93cc-43ae92ee97f0","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":37,"end":39,"exact":"冷却","quote":"- 軽量\n- 小型\n- 高Torque Density\n- 中空構造\n- 冷却統合\n- 配線自由度","quote_start":0,"quote_end":49,"text_sha256":"c46ee72da02614971dc94ec0aca7b16005bbaa5a2f317d5256c3129856ae35c4","block_sha256":"c46ee72da02614971dc94ec0aca7b16005bbaa5a2f317d5256c3129856ae35c4","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_3fd4618d-8d1a-4a0a-8f71-c67475f7c6b1/#blk_04f7e352-d854-461d-a113-fcfe0af9bfe3"},{"id":"occ_c6f153a6e00fd54581dfa482","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_45773254-bafb-490e-9237-765416121418","work_id":"wrk_816111f9-6ccd-4f5d-89fb-f53484975328","block_id":"blk_1e3032b5-cd82-4edb-97b0-f3c25e6196d5","section_id":"sec_52a7947f-5754-46fc-85f9-fbd5da603243","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":8,"end":10,"exact":"冷却","quote":"## 4. 水と冷却","quote_start":0,"quote_end":10,"text_sha256":"2dd60eb2761dc3e16005bdd5d05f72189444b875a8f132d7e436acc8502ede5a","block_sha256":"2dd60eb2761dc3e16005bdd5d05f72189444b875a8f132d7e436acc8502ede5a","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_45773254-bafb-490e-9237-765416121418/#blk_1e3032b5-cd82-4edb-97b0-f3c25e6196d5"},{"id":"occ_c30ce5cdfea5724f2c22db89","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_45773254-bafb-490e-9237-765416121418","work_id":"wrk_816111f9-6ccd-4f5d-89fb-f53484975328","block_id":"blk_59f80bb1-c557-435b-8915-ea2f71341a7a","section_id":"sec_b6319c3a-dcde-4e28-9c5e-8ed20e997a36","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":23,"end":25,"exact":"冷却","quote":"この地域は土地が広く、太陽光発電もありますが、冷却・水・猛暑・大気質が制約になります。CoachellaやUtah Stratos Projectの反発は、その典型です。([Business Insider][7])","quote_start":0,"quote_end":108,"text_sha256":"b7d216ff3ea4cc26b3cfc49c2caeeb1d030dd96090ee847f3b487fae6e287b8d","block_sha256":"b7d216ff3ea4cc26b3cfc49c2caeeb1d030dd96090ee847f3b487fae6e287b8d","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_45773254-bafb-490e-9237-765416121418/#blk_59f80bb1-c557-435b-8915-ea2f71341a7a"},{"id":"occ_e91a85dab9896b11a851abfc","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_45773254-bafb-490e-9237-765416121418","work_id":"wrk_816111f9-6ccd-4f5d-89fb-f53484975328","block_id":"blk_6470f950-84b1-4264-bc85-a5629ba3b482","section_id":"sec_a5651cf0-57dd-4559-97b1-322ac935ae38","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":128,"end":130,"exact":"冷却","quote":"---- |\n| 電力  | 地域の電気代が上がる、停電リスク、送電線・変電所増設    |\n| 水   | 冷却用水、地下水、干ばつ地域での水利権           |\n| 騒音  | 冷却ファン、非常用発電機、低周波音             |\n| 土地  | 農地・住宅地・自然景観の工業地化      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電力・変圧器・冷却が足りず、需要はあるが施工が遅れる","quote_start":0,"quote_end":39,"text_sha256":"2b32d557c32e838c8e18af913edf2f0066d28ffa88967b41b13b7db3556052a8","block_sha256":"2b32d557c32e838c8e18af913edf2f0066d28ffa88967b41b13b7db3556052a8","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_45e2a710-51c3-42ae-a56c-b21f7fd55a5e/#blk_096ba00e-b679-4246-8ee3-35acf44687fb"},{"id":"occ_b123279d6ec1b57b34b1747c","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_45e2a710-51c3-42ae-a56c-b21f7fd55a5e","work_id":"wrk_38ba424f-3d9a-4413-9cf8-c663552dd56a","block_id":"blk_141f2113-410e-4eea-bf1f-05e85b3cac92","section_id":"sec_27d8616d-0a2f-4789-ab1a-9de490dd3e2b","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":47,"end":49,"exact":"冷却","quote":"- 主権AIは、モデルだけでなく計算資源とデータ管理の問題である。\n- カナダは再エネ、寒冷地冷却、制度安定性を強みにしやすい。\n- チリやLATAMは再エネと海底ケーブルが武器になる一方、水不足が制約になる。\n- 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納期長期化で価格決定力が残る            |\n| 液冷・CDU・チラー     | Rubin以降の高密度AIラックで必須化      |\n| 光ファイバー・高速コネクタ  | 大規模クラスタのネットワーク需要          |\n| HDD/SSD/","quote_start":88,"quote_end":245,"text_sha256":"e70ad3938ed78f362a3b68fe40825608d47bb8be59f8a58df7b40721dcaf5a45","block_sha256":"e70ad3938ed78f362a3b68fe40825608d47bb8be59f8a58df7b40721dcaf5a45","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_45e2a710-51c3-42ae-a56c-b21f7fd55a5e/#blk_16aa2d96-15b3-4913-9996-8f205c96d0e5"},{"id":"occ_9690a63cec29bc6dcb86240d","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_45e2a710-51c3-42ae-a56c-b21f7fd55a5e","work_id":"wrk_38ba424f-3d9a-4413-9cf8-c663552dd56a","block_id":"blk_1aecb7db-fa34-4c48-a17e-4ab5d4f02612","section_id":"sec_f8d6fc6e-875d-4da1-81ad-1baa6ebf744f","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":22,"end":24,"exact":"冷却","quote":"2026年に発注された変圧器、スイッチギア、冷却装置、ケーブル、サーバーラックが2028年に納入され始めます。","quote_start":0,"quote_end":55,"text_sha256":"db445d98b970b288ba61f2926f6cdc1f5e55d45cca989556599531f6adb637b6","block_sha256":"db445d98b970b288ba61f2926f6cdc1f5e55d45cca989556599531f6adb637b6","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_45e2a710-51c3-42ae-a56c-b21f7fd55a5e/#blk_1aecb7db-fa34-4c48-a17e-4ab5d4f02612"},{"id":"occ_255472fe79af65f11bb1bbb2","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_45e2a710-51c3-42ae-a56c-b21f7fd55a5e","work_id":"wrk_38ba424f-3d9a-4413-9cf8-c663552dd56a","block_id":"blk_24bc0f00-8e06-46c7-a716-532ac5f24ca8","section_id":"sec_b1df7ecc-f7a2-415c-a49c-a542230c0772","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":21,"end":23,"exact":"冷却","quote":"**過剰評価された小型テーマ株**\n「AI冷却」「AI電力」と名前がつくだけで買われた会社は、2027年の遅延局面で大きく崩れやすいです。","quote_start":0,"quote_end":69,"text_sha256":"1a5d9c750b29b68a7c80b58a3068e6168579c3a5ce292e00c862c931b0463910","block_sha256":"1a5d9c750b29b68a7c80b58a3068e6168579c3a5ce292e00c862c931b0463910","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_45e2a710-51c3-42ae-a56c-b21f7fd55a5e/#blk_24bc0f00-8e06-46c7-a716-532ac5f24ca8"},{"id":"occ_8099bb8a0c319a00fdcdc905","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_45e2a710-51c3-42ae-a56c-b21f7fd55a5e","work_id":"wrk_38ba424f-3d9a-4413-9cf8-c663552dd56a","block_id":"blk_3336cea8-9a4d-4bcc-bedc-705943f7470d","section_id":"sec_982be2ac-8e91-42ff-819a-ba8951a874b2","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":23,"end":25,"exact":"冷却","quote":"**AIデータセンターは電力だけではなく、水と冷却の問題でも地域社会とぶつかる。**","quote_start":0,"quote_end":42,"text_sha256":"7735b96701ccc5d8c67d732328bcdc0e9d2277c1b7eb680a44d1f090f1a527ad","block_sha256":"7735b96701ccc5d8c67d732328bcdc0e9d2277c1b7eb680a44d1f090f1a527ad","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_45e2a710-51c3-42ae-a56c-b21f7fd55a5e/#blk_3336cea8-9a4d-4bcc-bedc-705943f7470d"},{"id":"occ_77025186440dd49ac1df37d7","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_45e2a710-51c3-42ae-a56c-b21f7fd55a5e","work_id":"wrk_38ba424f-3d9a-4413-9cf8-c663552dd56a","block_id":"blk_33f56c43-818c-4ffe-9210-b487eb86a764","section_id":"sec_b86797b2-baf6-4dfb-afba-317c3433e28e","layer":"body","character_id":null,"count":3,"matched_aliases":["冷却","水冷","空冷"],"evidence":{"text_basis":"markdown","start":361,"end":363,"exact":"水冷","quote":"                            |\n| チリ      | 再エネDC、海底ケーブル、水冷/空冷、建設     | Google、Microsoft、Ascenty、Sonda、Cirion、Grenergy                        |\n| LATAM全体 | データ","quote_start":306,"quote_end":463,"text_sha256":"90888a0fb74a5437738d3bd263d8e0fe5be750b2f2fa0fb475177cef8859df61","block_sha256":"90888a0fb74a5437738d3bd263d8e0fe5be750b2f2fa0fb475177cef8859df61","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_45e2a710-51c3-42ae-a56c-b21f7fd55a5e/#blk_33f56c43-818c-4ffe-9210-b487eb86a764"},{"id":"occ_3219ae6ad72f67856bd18063","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_45e2a710-51c3-42ae-a56c-b21f7fd55a5e","work_id":"wrk_38ba424f-3d9a-4413-9cf8-c663552dd56a","block_id":"blk_4657e457-6c18-4fa1-beb6-ec10745e7c28","section_id":"sec_06438b1f-d111-40cd-a79e-e013486ccf0c","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":51,"end":53,"exact":"冷却","quote":"つまり、AIインフラの本当の競争軸は、\n**「どの会社が最強のGPUを持つか」から、「どの地域が電力・冷却・通信・社会合意を同時に用意できるか」へ移っています。**","quote_start":0,"quote_end":82,"text_sha256":"3123f5f0cbe0cfe563bd09af853dfcdb07052679c008895043cbe46876c6f946","block_sha256":"3123f5f0cbe0cfe563bd09af853dfcdb07052679c008895043cbe46876c6f946","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_45e2a710-51c3-42ae-a56c-b21f7fd55a5e/#blk_4657e457-6c18-4fa1-beb6-ec10745e7c28"},{"id":"occ_6f0469a7af7ef6a4be2a00de","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_45e2a710-51c3-42ae-a56c-b21f7fd55a5e","work_id":"wrk_38ba424f-3d9a-4413-9cf8-c663552dd56a","block_id":"blk_4b0471e0-f08d-46ac-8e78-eeaaecbbd507","section_id":"sec_ee688f54-5b70-4b35-90c6-42e9341c5f2a","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":48,"end":50,"exact":"冷却","quote":"各社が「数百MW」「1GW」「5GW」「AI 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→ 2027年66GW**へ増えると予測しています。これは需要側が非常に強い一方で、送電・変電・冷却・建設側が追いつきにくいことを意味します。([Goldman Sachs][3])","quote_start":46,"quote_end":144,"text_sha256":"e931c0b9d2c3a1714f32bca40a49abd458cc833603b3ca079c104a7eb3e9c035","block_sha256":"e931c0b9d2c3a1714f32bca40a49abd458cc833603b3ca079c104a7eb3e9c035","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_45e2a710-51c3-42ae-a56c-b21f7fd55a5e/#blk_65c15201-a123-4f66-9803-7811d2a85f24"},{"id":"occ_1c20b4abedfbfb967e6999ee","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_45e2a710-51c3-42ae-a56c-b21f7fd55a5e","work_id":"wrk_38ba424f-3d9a-4413-9cf8-c663552dd56a","block_id":"blk_79c0f25a-03e8-4445-8032-c145b3e6a49a","section_id":"sec_afb8412f-0881-4810-b033-04f2e11ab45f","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":53,"end":55,"exact":"冷却","quote":"ズレ込みは、一見すると悪材料です。\nなぜなら、2026年に売上計上されるはずだったデータセンター関連機器、冷却装置、ケーブル、サーバー、ストレージ、電源設備の一部が、2027〜2028年へ後ろ倒しになるからです。","quote_start":0,"quote_end":106,"text_sha256":"1ae2b055e55ead70a26d30f989123c58d6b5351dfc5e94121711b7b3d290a175","block_sha256":"1ae2b055e55ead70a26d30f989123c58d6b5351dfc5e94121711b7b3d290a175","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_45e2a710-51c3-42ae-a56c-b21f7fd55a5e/#blk_79c0f25a-03e8-4445-8032-c145b3e6a49a"},{"id":"occ_28fabb5bfc71e7da6c7f793c","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_45e2a710-51c3-42ae-a56c-b21f7fd55a5e","work_id":"wrk_38ba424f-3d9a-4413-9cf8-c663552dd56a","block_id":"blk_7d19bf19-3ddd-4eb2-a834-3e61720c84d9","section_id":"sec_5042d2e2-0984-49eb-ac58-3c6c5ab809ca","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":147,"end":149,"exact":"冷却","quote":"d、高性能ストレージ、TELUS 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  |\n| 電力         | BC Hydro、Hydro-Québec、再エネ事業者 |\n| 冷却         | 外気冷却、液冷、チラー、CDU、熱交換器         |\n| 建設・不動産     | データセンター建設、都市再開発、排熱利用         |\n| AIアプリ     ","quote_start":177,"quote_end":334,"text_sha256":"3f8c71f7764c6c1fecbbfa393f9357b696947897bc438c2280e837d92406c0cb","block_sha256":"3f8c71f7764c6c1fecbbfa393f9357b696947897bc438c2280e837d92406c0cb","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_45e2a710-51c3-42ae-a56c-b21f7fd55a5e/#blk_f783279d-9276-4aa8-a5d6-3d31c3677c54"},{"id":"occ_fdad9469e0dbf97dcba1e374","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_45e2a710-51c3-42ae-a56c-b21f7fd55a5e","work_id":"wrk_38ba424f-3d9a-4413-9cf8-c663552dd56a","block_id":"blk_fc5f0792-2cf4-40d5-88f2-503c8f73d53e","section_id":"sec_d0c249a8-7cb5-41b2-9bf3-d8ca8af1d8d8","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":29,"end":31,"exact":"液冷","quote":"変圧器が来ない。\n送電接続が遅れる。\n住民反対が起きる。\n液冷設計が難しい。\nGPUはあるが建屋が間に合わない。","quote_start":0,"quote_end":56,"text_sha256":"90ee10a2184be06bfd27584546accc61969eac28ad88d076a719926e6c2eb0c3","block_sha256":"90ee10a2184be06bfd27584546accc61969eac28ad88d076a719926e6c2eb0c3","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_45e2a710-51c3-42ae-a56c-b21f7fd55a5e/#blk_fc5f0792-2cf4-40d5-88f2-503c8f73d53e"},{"id":"occ_6be70db66bc8cd4226d8af37","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_4802c0fb-3eae-453b-96d2-1237f0009713","work_id":"wrk_02b6e758-a5fe-4b66-a620-6c322b16db7e","block_id":"blk_53e77f50-960e-4c50-a726-e9e6e722a60e","section_id":"sec_57012096-6edc-4477-af3f-45b115c6ab53","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":17,"end":19,"exact":"冷却","quote":"さらに、最終的にヒートスプレッダや冷却板へつながる熱経路がなければ、TSVが熱を別の層へ移すだけになる。","quote_start":0,"quote_end":52,"text_sha256":"d0e8e54532f59afa0c2ab80091cb5df6b576da3d52182f20286e619ea0d7e807","block_sha256":"d0e8e54532f59afa0c2ab80091cb5df6b576da3d52182f20286e619ea0d7e807","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_4802c0fb-3eae-453b-96d2-1237f0009713/#blk_53e77f50-960e-4c50-a726-e9e6e722a60e"},{"id":"occ_2b690d870695d9b140326fa6","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_49a8bdbd-8ee8-4c28-8af4-da1787c47955","work_id":"wrk_cb25df93-468d-4abf-9350-ba1bcf0d3b49","block_id":"blk_4d62d01d-17c9-4774-ad81-f7d6acae3fc6","section_id":"sec_b096ef5b-f66e-4fc5-9e83-e096ae58fc36","layer":"code","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":51,"end":53,"exact":"冷却","quote":"```\nGPU / AI ASIC\n＋ HBM\n＋ シリコンインターポーザ\n＋ ABF基板\n＋ 電源・冷却・テスト\n```","quote_start":0,"quote_end":61,"text_sha256":"6c6fc48db796f08e27fb4e29a4133e757560b31aee070c56b773a3c6c1ecb205","block_sha256":"6c6fc48db796f08e27fb4e29a4133e757560b31aee070c56b773a3c6c1ecb205","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_49a8bdbd-8ee8-4c28-8af4-da1787c47955/#blk_4d62d01d-17c9-4774-ad81-f7d6acae3fc6"},{"id":"occ_97a4842d589e62a70cf41033","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_49a8bdbd-8ee8-4c28-8af4-da1787c47955","work_id":"wrk_cb25df93-468d-4abf-9350-ba1bcf0d3b49","block_id":"blk_6b58cfb4-2824-477f-8472-c4cb94fe6a76","section_id":"sec_fb43b0fc-7bca-4997-b268-c08e190841d2","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":145,"end":147,"exact":"冷却","quote":"PU、AI ASICは、**トランジスタ層、金属配線層、接合層、インターポーザ層、ABF基板層、電源安定化層、冷却層、テスト層**が重なった巨大な工学システムである。","quote_start":90,"quote_end":173,"text_sha256":"2150c11b203e0fe0a2c31e64f333e069c80c78e76540f549e38f7dbd5341f3ba","block_sha256":"2150c11b203e0fe0a2c31e64f333e069c80c78e76540f549e38f7dbd5341f3ba","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_49a8bdbd-8ee8-4c28-8af4-da1787c47955/#blk_6b58cfb4-2824-477f-8472-c4cb94fe6a76"},{"id":"occ_92761e569c56dde6ceaa132f","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_49a8bdbd-8ee8-4c28-8af4-da1787c47955","work_id":"wrk_cb25df93-468d-4abf-9350-ba1bcf0d3b49","block_id":"blk_9ec329d6-a4de-4089-bc63-0359b6748cf7","section_id":"sec_c44de584-c98f-40d0-ad3c-047d8f554403","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":37,"end":39,"exact":"冷却","quote":"> **シリコン、銅、ガラス、樹脂、セラミック、薬液、ガス、研磨材、基板、冷却、検査を組み合わせて、巨大な計算システムを作る総合工学**","quote_start":0,"quote_end":68,"text_sha256":"0957b7543d1a338e9153ffebac03113939eb711c44c96799b005f4cfc286816f","block_sha256":"0957b7543d1a338e9153ffebac03113939eb711c44c96799b005f4cfc286816f","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_49a8bdbd-8ee8-4c28-8af4-da1787c47955/#blk_9ec329d6-a4de-4089-bc63-0359b6748cf7"},{"id":"occ_5e6df7b515a247564e3eafef","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_49a8bdbd-8ee8-4c28-8af4-da1787c47955","work_id":"wrk_cb25df93-468d-4abf-9350-ba1bcf0d3b49","block_id":"blk_b76143ab-e716-41da-99c3-ea213664b42c","section_id":"sec_d5629fe8-cd20-4e63-8fba-79e8d1424ab2","layer":"code","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":64,"end":66,"exact":"冷却","quote":"ジスタ\n＋ 良い配線\n＋ 良いHBM\n＋ 良いインターポーザ\n＋ 良いABF基板\n＋ 良い電源安定化\n＋ 良い冷却\n＋ 良いテスト\nを統合できるサプライチェーンが強い\n```","quote_start":9,"quote_end":96,"text_sha256":"c742ca895eab1545872906f15ff64af7a2ca2d6e00ff43f2d209ea68f3fa5558","block_sha256":"c742ca895eab1545872906f15ff64af7a2ca2d6e00ff43f2d209ea68f3fa5558","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_49a8bdbd-8ee8-4c28-8af4-da1787c47955/#blk_b76143ab-e716-41da-99c3-ea213664b42c"},{"id":"occ_ac3f8b62cb53ec1d94629bed","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_49a8bdbd-8ee8-4c28-8af4-da1787c47955","work_id":"wrk_cb25df93-468d-4abf-9350-ba1bcf0d3b49","block_id":"blk_c063ebda-afd6-4b2f-af65-8a5c9565004f","section_id":"sec_9dd8cd28-26e8-4757-814f-cc7bd673fc71","layer":"code","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":57,"end":59,"exact":"冷却","quote":"`\n昔：\nトランジスタを微細化すれば性能が伸びた\n\n今：\nGPU + HBM + CoWoS + ABF + 冷却 + テストで性能が決まる\n\n次：\nGPU + HBM + HBF/XL-FLASH + COUPE/CPO + 光I/O + メモリプールで性能が決まる\n```","quote_start":2,"quote_end":140,"text_sha256":"a6be43732e3869f37efd8ae82e10834c8bd7fe242b271c3efe5b3ba3b8748bb8","block_sha256":"a6be43732e3869f37efd8ae82e10834c8bd7fe242b271c3efe5b3ba3b8748bb8","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_49a8bdbd-8ee8-4c28-8af4-da1787c47955/#blk_c063ebda-afd6-4b2f-af65-8a5c9565004f"},{"id":"occ_bfabbdfb85729ddb344879b1","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_49a8bdbd-8ee8-4c28-8af4-da1787c47955","work_id":"wrk_cb25df93-468d-4abf-9350-ba1bcf0d3b49","block_id":"blk_c47373f4-299f-43fa-b176-8f1a9b0fb0fc","section_id":"sec_c44de584-c98f-40d0-ad3c-047d8f554403","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":67,"end":69,"exact":"冷却","quote":"上にトランジスタと配線を作る。  \n後工程は、そのチップを切り出し、つなぎ、守り、基板に載せ、電源を安定させ、冷却し、検査する。","quote_start":12,"quote_end":76,"text_sha256":"802faa59388081e6ebc5b2fe2b37220a1d46ca409d581ffe555d632e1e2a724f","block_sha256":"802faa59388081e6ebc5b2fe2b37220a1d46ca409d581ffe555d632e1e2a724f","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_49a8bdbd-8ee8-4c28-8af4-da1787c47955/#blk_c47373f4-299f-43fa-b176-8f1a9b0fb0fc"},{"id":"occ_efef8d2377fa188f8b6f9070","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_49a8bdbd-8ee8-4c28-8af4-da1787c47955","work_id":"wrk_cb25df93-468d-4abf-9350-ba1bcf0d3b49","block_id":"blk_cc8d32ec-ec9c-4412-8ba3-c905070421da","section_id":"sec_2769c995-b6a1-4e12-aeae-007d98194234","layer":"code","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":4,"end":6,"exact":"冷却","quote":"```\n冷却・ヒートスプレッダ・TIM\n────────────────────\nGPU / CPU / AI ASIC / HBM\n────────────────────\nマイクロバンプ / ハイブリッドボン","quote_start":0,"quote_end":106,"text_sha256":"2e2fa5628aec1ff04858f04670cf80af0017b14a0e1eac4f02b27a3edc13ed2e","block_sha256":"2e2fa5628aec1ff04858f04670cf80af0017b14a0e1eac4f02b27a3edc13ed2e","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_49a8bdbd-8ee8-4c28-8af4-da1787c47955/#blk_cc8d32ec-ec9c-4412-8ba3-c905070421da"},{"id":"occ_1cdb6b2f42a6db67e46066fc","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_4ca9ee61-40e0-44b0-b0b2-ae6a2fe89483","work_id":"wrk_976cd62b-5542-434e-93ff-2b5d69c5b754","block_id":"blk_6002b53d-4632-4c3b-a1d8-b7e188f64f31","section_id":"sec_c79900df-6b03-472a-a79a-a114ac9f3f72","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":65,"end":67,"exact":"冷却","quote":"明快です。AI時代は、モデルそのものだけでなく、GPU、HBM、先端ロジック、クラウド、データセンター、電力、冷却、送配電といった**ボトルネックを握る層**に利益が集まりやすいからです。OpenAIとSoftBankはSB Energyに各5億ドル、合計10億ドルを投じて1.2GW級のデータセンター電力インフラ","quote_start":10,"quote_end":167,"text_sha256":"5125f0098c56efeb4ddca8e1d72a5babbcd99e6728bc2022fcfdf480618f08c0","block_sha256":"5125f0098c56efeb4ddca8e1d72a5babbcd99e6728bc2022fcfdf480618f08c0","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_4ca9ee61-40e0-44b0-b0b2-ae6a2fe89483/#blk_6002b53d-4632-4c3b-a1d8-b7e188f64f31"},{"id":"occ_70fc628219eb8740c54aaa0a","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_52f347f2-d9b8-4a26-9ce4-2327ec8b1606","work_id":"wrk_8de478ef-8715-4160-a294-dc9b2c96d11f","block_id":"blk_1580674b-7785-4e63-b66f-91108b9f7af6","section_id":"sec_ec599edf-eef7-4fc4-92f8-44072411be09","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":171,"end":173,"exact":"液冷","quote":"う点です。特に、2025年における驚異的な財務的勢い、急速に増加し将来の収益の可視性を高める受注残 、AI向け液冷ソリューションの戦略的重要性 、そして関税という主要な経営課題に対する経営陣の明確な対応策 に焦点を当てます。2025年にフォーチュン500に初登場したことは、同社の規模と重要性が増していることを示す","quote_start":116,"quote_end":273,"text_sha256":"6be3679bb14ae19aaf48f70ebe40afaa813448c6b5d7fd315935d46be05914c4","block_sha256":"6be3679bb14ae19aaf48f70ebe40afaa813448c6b5d7fd315935d46be05914c4","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_52f347f2-d9b8-4a26-9ce4-2327ec8b1606/#blk_1580674b-7785-4e63-b66f-91108b9f7af6"},{"id":"occ_5f25b5e1d446bedcbd6e9e75","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_52f347f2-d9b8-4a26-9ce4-2327ec8b1606","work_id":"wrk_8de478ef-8715-4160-a294-dc9b2c96d11f","block_id":"blk_26817319-cd00-4467-9c98-624db3cee8bb","section_id":"sec_92b0c0d1-86fd-438c-a571-70bfbdb3a185","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":61,"end":63,"exact":"冷却","quote":"的な製品群**：同社の事業は、クリティカルパワー（無停電電源装置（UPS）、DC電源）、サーマルマネジメント（冷却）、ラック＆エンクロージャー、監視＆管理ソフトウェアという主要な製品カテゴリーで構成されています 。これらはデータセンターの生命維持システムそのものです。\n- **「Architects of Con","quote_start":6,"quote_end":163,"text_sha256":"dea3b2f05524714426631bd15b28310da05dbece9fe2aee4027fa2b9371dd5e4","block_sha256":"dea3b2f05524714426631bd15b28310da05dbece9fe2aee4027fa2b9371dd5e4","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_52f347f2-d9b8-4a26-9ce4-2327ec8b1606/#blk_26817319-cd00-4467-9c98-624db3cee8bb"},{"id":"occ_0c835e78cfbb4f6ac8d586b9","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_52f347f2-d9b8-4a26-9ce4-2327ec8b1606","work_id":"wrk_8de478ef-8715-4160-a294-dc9b2c96d11f","block_id":"blk_33039b00-3d27-4a58-80b6-cc7ad2cf5ff3","section_id":"sec_63d12d3e-0d3e-4cfd-a614-458fde509bae","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":24,"end":26,"exact":"液冷","quote":"1. **継続的な技術的リーダーシップ**：特に液冷技術において他社をリードし続け、高密度コンピューティングにおける最適なパートナーとしての地位を維持すること。\n2. **完璧なオペレーション実行能力**：急速な成長を管理し、地政学的な複雑性を乗り越え","quote_start":0,"quote_end":126,"text_sha256":"5d7c3ce1b2a7ea6ef041d0ee879c5869e913ef37336f319f2183b037bab58168","block_sha256":"5d7c3ce1b2a7ea6ef041d0ee879c5869e913ef37336f319f2183b037bab58168","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_52f347f2-d9b8-4a26-9ce4-2327ec8b1606/#blk_33039b00-3d27-4a58-80b6-cc7ad2cf5ff3"},{"id":"occ_91b575a6a166b7693201b205","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_52f347f2-d9b8-4a26-9ce4-2327ec8b1606","work_id":"wrk_8de478ef-8715-4160-a294-dc9b2c96d11f","block_id":"blk_38e5ce5d-fdd1-41d0-895f-799594c96945","section_id":"sec_0aa5900d-996e-4958-95b5-6be5e3873c0b","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":185,"end":187,"exact":"冷却","quote":"後、1983年にはProgrammed Power Corporationを買収してUPS事業に参入し、電力と冷却の両方を手掛ける統合ポートフォリオの基礎を築きました 。","quote_start":130,"quote_end":215,"text_sha256":"3d907dae3ac65445dced3059e3da77161cd2f88aed2942816aad9d998f9f6b9d","block_sha256":"3d907dae3ac65445dced3059e3da77161cd2f88aed2942816aad9d998f9f6b9d","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_52f347f2-d9b8-4a26-9ce4-2327ec8b1606/#blk_38e5ce5d-fdd1-41d0-895f-799594c96945"},{"id":"occ_2d964d1a5cf32f407cca04f1","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_52f347f2-d9b8-4a26-9ce4-2327ec8b1606","work_id":"wrk_8de478ef-8715-4160-a294-dc9b2c96d11f","block_id":"blk_553c7ae1-2a51-465b-88a3-9d8e5cf624f2","section_id":"sec_2c34f855-9a85-4f52-8d1f-b1e375d199fd","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却","空冷"],"evidence":{"text_basis":"markdown","start":139,"end":141,"exact":"空冷","quote":"000Wに迫るものも登場しています。これにより、ラックあたりの消費電力と発熱量は100kW以上に達し 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**なぜ液冷か**：液体は空気の最大3,000倍の熱伝達効率を持つため、高密度なAIチップから発生する膨大な熱を効率的に除去するために不可欠です 。\n- **Vertivの液冷技術ポートフォリオ**：同社は、顧客","quote_start":0,"quote_end":108,"text_sha256":"3ff32212173e139233bfed96f7dbbc96380dd425c6380a56efaa2f2a97c28b90","block_sha256":"3ff32212173e139233bfed96f7dbbc96380dd425c6380a56efaa2f2a97c28b90","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_52f347f2-d9b8-4a26-9ce4-2327ec8b1606/#blk_713015d8-0c5e-47e2-a2e1-314dfe9b0d39"},{"id":"occ_d40ee99f250a4e0b0a0dd438","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_52f347f2-d9b8-4a26-9ce4-2327ec8b1606","work_id":"wrk_8de478ef-8715-4160-a294-dc9b2c96d11f","block_id":"blk_7e11e9bd-95b1-4c29-8c53-663e9895cfe5","section_id":"sec_d0d7e26f-2baf-4a11-9d84-5924ad108ea4","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":27,"end":29,"exact":"液冷","quote":"AIインフラを支えるVertivの進化：急成長の秘訣と液冷・未来電源戦略","quote_start":0,"quote_end":36,"text_sha256":"3cb5c5da3649a048e50ab51b411eb1787d11d1bcbd6f6972ae7ab9c97ca67429","block_sha256":"3cb5c5da3649a048e50ab51b411eb1787d11d1bcbd6f6972ae7ab9c97ca67429","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_52f347f2-d9b8-4a26-9ce4-2327ec8b1606/#blk_7e11e9bd-95b1-4c29-8c53-663e9895cfe5"},{"id":"occ_ec776104be3b1a9dd25429d1","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_52f347f2-d9b8-4a26-9ce4-2327ec8b1606","work_id":"wrk_8de478ef-8715-4160-a294-dc9b2c96d11f","block_id":"blk_83d50257-ecf0-4c5d-a8bd-84f8d98fb199","section_id":"sec_d0d7e26f-2baf-4a11-9d84-5924ad108ea4","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":47,"end":49,"exact":"冷却","quote":"- **Rittal (リタール):** ITラック、エンクロージャー（筐体）、および関連する冷却ソリューションで世界的に有名なドイツのメーカー。\n- **Panduit (パンドウイット):** ネットワーク配線、ケーブル管理、ラックシステムなどで高いシェアを誇ります。\n- **Legrand 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  \n   - **競合分野:** UPS（無停電電源装置）、PDU（電源タップ）、冷却装置（空冷・水冷）、ラック、DCIM（データセンターインフラ管理）ソフトウェアなど、Vertivの製品ポートフォリオと最も重複する最大の競合相手です。\n   - **強み:** グローバルでの圧倒的な","quote_start":30,"quote_end":187,"text_sha256":"2316d53a8343f5fe937f8738d85dd4fca198a1b3e1a70d7aa438e96680e68bb4","block_sha256":"2316d53a8343f5fe937f8738d85dd4fca198a1b3e1a70d7aa438e96680e68bb4","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_52f347f2-d9b8-4a26-9ce4-2327ec8b1606/#blk_8eb6286c-5a63-4248-89de-4c53bc80a761"},{"id":"occ_bd035925934e79388ef477c6","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_52f347f2-d9b8-4a26-9ce4-2327ec8b1606","work_id":"wrk_8de478ef-8715-4160-a294-dc9b2c96d11f","block_id":"blk_991e5e36-6209-4367-9e4c-79968b7639c1","section_id":"sec_e72d988e-1b4c-4b2c-866c-6fcfd61346dd","layer":"body","character_id":null,"count":3,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":74,"end":76,"exact":"冷却","quote":"ertivは、NVIDIAパートナーネットワークのメンバーであり、IntelのGaudi3アクセラレータ向けに冷却ソリューションを提供するなど、チップメーカーと緊密に協力しています **5**。これは、「熱問題」を生み出している企業自身が、その解決策としてVertivを選んでいることを意味し、これ以上ない技術的信","quote_start":19,"quote_end":176,"text_sha256":"a232f5ed37d0720f3e1f21ed30ee24a83235091534faab87bc44bf487654451f","block_sha256":"a232f5ed37d0720f3e1f21ed30ee24a83235091534faab87bc44bf487654451f","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_52f347f2-d9b8-4a26-9ce4-2327ec8b1606/#blk_991e5e36-6209-4367-9e4c-79968b7639c1"},{"id":"occ_0f4c8708b7d2fc2b01b1dd96","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_52f347f2-d9b8-4a26-9ce4-2327ec8b1606","work_id":"wrk_8de478ef-8715-4160-a294-dc9b2c96d11f","block_id":"blk_a09b40cc-6c29-48c3-9435-c41e8a06cb04","section_id":"sec_a7e75184-42f4-4218-84a0-c6da8aed7843","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却","液冷"],"evidence":{"text_basis":"markdown","start":12,"end":14,"exact":"冷却","quote":"高密度AIワークロードの冷却において、液冷はもはや選択肢ではなく、必然となっています。Vertivはこの分野で明確なリーダーシップを築いています。","quote_start":0,"quote_end":73,"text_sha256":"cfa10d470cdd645eea7b46e9216326602b7b91ec6fd28411dba4e620a31cd01c","block_sha256":"cfa10d470cdd645eea7b46e9216326602b7b91ec6fd28411dba4e620a31cd01c","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_52f347f2-d9b8-4a26-9ce4-2327ec8b1606/#blk_a09b40cc-6c29-48c3-9435-c41e8a06cb04"},{"id":"occ_36b53c044c799da9b908e0be","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_52f347f2-d9b8-4a26-9ce4-2327ec8b1606","work_id":"wrk_8de478ef-8715-4160-a294-dc9b2c96d11f","block_id":"blk_aa8a8222-cff9-4c6a-ba1d-781194c1b5a1","section_id":"sec_05214b9a-607a-4f95-b268-3d14b3cf85ee","layer":"body","character_id":null,"count":4,"matched_aliases":["冷却","液冷"],"evidence":{"text_basis":"markdown","start":93,"end":95,"exact":"液冷","quote":"のポートフォリオ**：「グリッドからチップまで」をカバーする包括的な製品・サービス群 。\n  - **AI向け液冷技術のリーダーシップ**：高密度冷却における市場をリードする技術と製品ポートフォリオ 。\n  - 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液冷ソリューションポートフォリオ概要**","quote_start":0,"quote_end":32,"text_sha256":"e5485e15b0e09307763a389716cda480c3af5c10e6858fa53b174b72ac0f45c2","block_sha256":"e5485e15b0e09307763a389716cda480c3af5c10e6858fa53b174b72ac0f45c2","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_52f347f2-d9b8-4a26-9ce4-2327ec8b1606/#blk_b07377f7-5b2e-4cd8-9fb5-913c0d84335a"},{"id":"occ_8c9310578352ebe14f712b00","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_52f347f2-d9b8-4a26-9ce4-2327ec8b1606","work_id":"wrk_8de478ef-8715-4160-a294-dc9b2c96d11f","block_id":"blk_e641ea5e-6235-4b5d-8b95-509024aa2158","section_id":"sec_a7e75184-42f4-4218-84a0-c6da8aed7843","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却","液冷"],"evidence":{"text_basis":"markdown","start":23,"end":25,"exact":"冷却","quote":"この技術的優位性は、単一の製品ではなく、電力、冷却、ITハードウェアという異なる要素が極度の密度で相互作用する際の「中間領域の複雑性」を管理する能力にあります。アルベルタッツィCEOの「結合組織」という言葉 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\nこれらは実需が強い。  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。これにより、約30%高いエネルギー密度を実現し、物流とメンテナンス","quote_start":334,"quote_end":491,"text_sha256":"6a9d0af0b7dc2fc109ed9a0af7bc512649dc935b6aeafd2fada6c6796b70c979","block_sha256":"6a9d0af0b7dc2fc109ed9a0af7bc512649dc935b6aeafd2fada6c6796b70c979","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_5654920a-cd90-43da-a8fe-5f2be4ea39a2/#blk_3de1d353-efa0-4b1e-918d-396700695f0d"},{"id":"occ_a22450500285ea71eb28ffda","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_57810a5f-315e-49a7-ac85-72cc27e35eff","work_id":"wrk_fc529d17-dbc8-4405-b2ca-a48accef7253","block_id":"blk_1552c7fe-a11c-4247-8fb1-95ea9a26140b","section_id":"sec_11cbd75f-daf1-48f1-af08-11c847a3c413","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":76,"end":78,"exact":"冷却","quote":"が弱いと材料が出てこない\n- NICが弱いと外とつながらない\n- スイッチが弱いと店内が渋滞する\n- ラックや冷却が弱いと厨房が熱で止まる","quote_start":21,"quote_end":90,"text_sha256":"53c887c713a369f8f439181a69f8b3531cd17adb9faf6c59cb1a0b9e8f70b176","block_sha256":"53c887c713a369f8f439181a69f8b3531cd17adb9faf6c59cb1a0b9e8f70b176","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_57810a5f-315e-49a7-ac85-72cc27e35eff/#blk_1552c7fe-a11c-4247-8fb1-95ea9a26140b"},{"id":"occ_41bfbd83ce376e71d871622e","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_57810a5f-315e-49a7-ac85-72cc27e35eff","work_id":"wrk_fc529d17-dbc8-4405-b2ca-a48accef7253","block_id":"blk_186218f9-124e-4d36-8b8f-d859ceefd29d","section_id":"sec_c5fccad0-c0cd-4cdf-91d0-b560fb6fd91c","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":37,"end":39,"exact":"冷却","quote":"- GPU\n- 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 \n  - うち NVIDIA の粗利が 50％ポイント以上。\n- データセンター建設・電力・冷却・運用：20〜30％\n- 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マージン＋Google マージンだが、総額は NVIDIA より低い。\n- データセンター・電力・冷却・運用：**40〜50％**\n  \n  - 高効率インフラ＋Backstop スキーム＋稼働率最適化で絶対額も圧縮。\n- ソフトウェアスタック（XLA, OpenXLA, JAX, 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\n知能は、電力を食べる。チップを求める。冷却を求める。記憶を求める。夢が大きいほど、炉は大きくなる。","quote_start":0,"quote_end":64,"text_sha256":"3fbea5ce067e511b32e64c2dfe73f3c36b916df9ce1de5dc7fc55f8e08e56e96","block_sha256":"3fbea5ce067e511b32e64c2dfe73f3c36b916df9ce1de5dc7fc55f8e08e56e96","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_5cb295dd-df59-4d28-9799-42065461c569/#blk_0536a8ac-23d5-44e5-ba04-d2cb07e49cd5"},{"id":"occ_d7670aabecdd89d5ce2789c8","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_5cb295dd-df59-4d28-9799-42065461c569","work_id":"wrk_5380fdec-35cc-4092-a93e-530c9abca5c9","block_id":"blk_0a48d44e-02f6-49b1-8062-0fe3814430ed","section_id":"sec_4dfd77a7-eed4-4462-bc7b-ecd03e31e0d1","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":127,"end":129,"exact":"冷却","quote":"部企業に大規模販売できる\n* TeraFabまたは外部調達で十分なチップを確保できる\n* データセンター電力・冷却・ネットワークを確保できる\n* StarlinkとAIサービスを統合できる\n* 宇宙AIデータセンター構想が投資家に信じられる進捗を出す","quote_start":72,"quote_end":197,"text_sha256":"10edafcd39d3a2a3563c24199e6d5fdfac242acf9abb728dd594e01b441d9000","block_sha256":"10edafcd39d3a2a3563c24199e6d5fdfac242acf9abb728dd594e01b441d9000","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_5cb295dd-df59-4d28-9799-42065461c569/#blk_0a48d44e-02f6-49b1-8062-0fe3814430ed"},{"id":"occ_0e551f6b295b38a699d5807b","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_5cb295dd-df59-4d28-9799-42065461c569","work_id":"wrk_5380fdec-35cc-4092-a93e-530c9abca5c9","block_id":"blk_2b8fa019-9e4e-4a12-a61a-f7e189acf29e","section_id":"sec_f07eb27a-ae6e-4f12-b383-76f3bc65a17b","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":39,"end":41,"exact":"冷却","quote":"現状、AIインフラはNVIDIA GPU、TSMC、HBM、CoWoS、電力、冷却、ネットワークに強く依存しています。TeslaもxAIもSpaceXも、将来AIを巨大化させるにはチップが足りません。","quote_start":0,"quote_end":100,"text_sha256":"ac48a0fa45a559e04371d9db9ec5af801f65eb97d876c685ab1833ff5814ec08","block_sha256":"ac48a0fa45a559e04371d9db9ec5af801f65eb97d876c685ab1833ff5814ec08","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_5cb295dd-df59-4d28-9799-42065461c569/#blk_2b8fa019-9e4e-4a12-a61a-f7e189acf29e"},{"id":"occ_efdca3bfdfde5cadd988b0fd","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_5ed1cac5-83cc-4660-89c7-643aae40960d","work_id":"wrk_5b8f2ea4-f2a5-484d-9b6e-1ec16d2a1a3e","block_id":"blk_3ac1c16e-f4e0-4fb6-9daf-b86c85ca2731","section_id":"sec_8427feac-27ad-41fb-bf73-206d102d18cd","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":59,"end":61,"exact":"冷却","quote":"リセル\n- メモリダイ\n- ベースダイ\n- 修復回路\n- PHY\n- UCIe\n- パッケージ\n- 電源\n- 冷却","quote_start":4,"quote_end":61,"text_sha256":"a2263f65f1280d4b1da138bd183f982a082aaf3e1ce87aad22cc4102a7b50036","block_sha256":"a2263f65f1280d4b1da138bd183f982a082aaf3e1ce87aad22cc4102a7b50036","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_5ed1cac5-83cc-4660-89c7-643aae40960d/#blk_3ac1c16e-f4e0-4fb6-9daf-b86c85ca2731"},{"id":"occ_6e686bf33f601a8814cffc0a","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_5ed1cac5-83cc-4660-89c7-643aae40960d","work_id":"wrk_5b8f2ea4-f2a5-484d-9b6e-1ec16d2a1a3e","block_id":"blk_d667a803-2075-4c08-a70a-44bfd31c299a","section_id":"sec_3e21ea1a-55ba-4ff3-87eb-65f232d0a930","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":50,"end":52,"exact":"冷却","quote":"- インターポーザーの有無\n- パッケージ面積\n- パッケージ高さ\n- 反り\n- 電源供給損失\n- 冷却方式","quote_start":0,"quote_end":54,"text_sha256":"8f6b0ba9900930d88ad41c179bd20eb385c2b7ec61e21bb341e0c446e46f7cb6","block_sha256":"8f6b0ba9900930d88ad41c179bd20eb385c2b7ec61e21bb341e0c446e46f7cb6","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_5ed1cac5-83cc-4660-89c7-643aae40960d/#blk_d667a803-2075-4c08-a70a-44bfd31c299a"},{"id":"occ_56310f9fc5cd0ebd52a3d80c","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_5f90a6d0-abcb-4341-ad3f-bf14f2e88363","work_id":"wrk_aa1fc199-17d1-43c9-9656-8cee3a08fa75","block_id":null,"section_id":null,"layer":"title","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"title","start":21,"end":23,"exact":"冷却","quote":"AIインフラ相場の本質: 半導体から電力・冷却・接続・ストレージへ","quote_start":0,"quote_end":33,"text_sha256":"26922cfef66350e8d569e8a2f7174099d45762db3c3bce895b53ef7b17e4d0b3","block_sha256":null,"offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_5f90a6d0-abcb-4341-ad3f-bf14f2e88363/"},{"id":"occ_94fc858963f4bb0865c51c56","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_5f90a6d0-abcb-4341-ad3f-bf14f2e88363","work_id":"wrk_aa1fc199-17d1-43c9-9656-8cee3a08fa75","block_id":"blk_0c1d4981-4584-416b-b739-54b0f92c7b10","section_id":"sec_516d77e8-92e4-4fb9-bb89-95e7f0cd3307","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":13,"end":15,"exact":"冷却","quote":"- 高密度ラックへの移行が冷却・電源需要にどの程度反映されるか。\n- 電源・冷却・接続メーカーの受注残と利益率が維持されるか。\n- AI向け需要と通常データセンター需要を分けて確認できるか。\n- 期待先行の銘柄で、決算が株価の期待","quote_start":0,"quote_end":115,"text_sha256":"125a6f84e710d5da6019521899b4f16cb8e32efbdf124a6e91a4d9d3827eda90","block_sha256":"125a6f84e710d5da6019521899b4f16cb8e32efbdf124a6e91a4d9d3827eda90","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_5f90a6d0-abcb-4341-ad3f-bf14f2e88363/#blk_0c1d4981-4584-416b-b739-54b0f92c7b10"},{"id":"occ_522efd62328fd44a7aa36eb8","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_5f90a6d0-abcb-4341-ad3f-bf14f2e88363","work_id":"wrk_aa1fc199-17d1-43c9-9656-8cee3a08fa75","block_id":"blk_19d832df-3f6a-4cc5-b7c0-e20df6af887f","section_id":"sec_90ec5ba5-0680-4694-8126-1f194a7afcf5","layer":"character","character_id":"zetu_noia","count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":59,"end":61,"exact":"冷却","quote":"フラは、だんだん身体を持ちはじめています。GPUは頭脳に見えるけれど、頭脳だけでは動けません。電力が血になり、冷却が呼吸になり、接続が神経になり、ストレージが記憶になる。市場がいま見ているのは、その身体のどこが詰まり、どこが強くなるのかだと思います。","quote_start":4,"quote_end":129,"text_sha256":"ccaf6c7952f57621f526820e87fb250a89b3936f066ea05dc6a742fee8479e72","block_sha256":"ccaf6c7952f57621f526820e87fb250a89b3936f066ea05dc6a742fee8479e72","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_5f90a6d0-abcb-4341-ad3f-bf14f2e88363/#blk_19d832df-3f6a-4cc5-b7c0-e20df6af887f"},{"id":"occ_98dee677fdece5f15355ba7f","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_5f90a6d0-abcb-4341-ad3f-bf14f2e88363","work_id":"wrk_aa1fc199-17d1-43c9-9656-8cee3a08fa75","block_id":"blk_1e511b8e-726a-44ab-a8e0-546f9d54a12b","section_id":"sec_b76c266e-3eb3-4b97-bc25-d85c6324fb82","layer":"body","character_id":null,"count":3,"matched_aliases":["冷却","液冷","空冷"],"evidence":{"text_basis":"markdown","start":102,"end":104,"exact":"空冷","quote":"数kW台が多かったのに対し、AIラックでは数十kW、100kW超、将来的にはさらに高密度化します。そうなると、空冷だけでは限界が来て、**液冷、CDU、チラー、冷却プレート、リアドア熱交換器**が必要になります。","quote_start":47,"quote_end":153,"text_sha256":"07c647ed596bf38c05141ae2d4e894886f6b3bb4180525d281327a03228d38b6","block_sha256":"07c647ed596bf38c05141ae2d4e894886f6b3bb4180525d281327a03228d38b6","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_5f90a6d0-abcb-4341-ad3f-bf14f2e88363/#blk_1e511b8e-726a-44ab-a8e0-546f9d54a12b"},{"id":"occ_c33cc1398dee9a3919f9ebcd","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_5f90a6d0-abcb-4341-ad3f-bf14f2e88363","work_id":"wrk_aa1fc199-17d1-43c9-9656-8cee3a08fa75","block_id":"blk_2d9f853e-c58f-4ba0-ac76-aaff4727ce97","section_id":"sec_a36679d7-fb5e-499f-a61e-a087406df642","layer":"body","character_id":null,"count":3,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":298,"end":300,"exact":"冷却","quote":"| -------------------- |\n| **Vertiv**             | 電源・冷却・ラックインフラ  | 2026年売上ガイダンス**135〜140億ドル**、有機成長**+29〜31%**、調整後EPSは前年比**+51%**見通し | AI冷却・電源の最純粋プレー       ","quote_start":243,"quote_end":400,"text_sha256":"b110b30423b3f8e4bc5ce9746ffa5f8c833780e59e45470a4d7bbf1cd8a590d3","block_sha256":"b110b30423b3f8e4bc5ce9746ffa5f8c833780e59e45470a4d7bbf1cd8a590d3","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_5f90a6d0-abcb-4341-ad3f-bf14f2e88363/#blk_2d9f853e-c58f-4ba0-ac76-aaff4727ce97"},{"id":"occ_1e84720258538699048cbe9e","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_5f90a6d0-abcb-4341-ad3f-bf14f2e88363","work_id":"wrk_aa1fc199-17d1-43c9-9656-8cee3a08fa75","block_id":"blk_32bb48e2-bae4-4539-9f0d-a35bacbc6850","section_id":"sec_0002899c-70c0-41da-b22a-58f54b0814dc","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":28,"end":30,"exact":"冷却","quote":"## 結論：AIインフラ相場は「半導体だけ」から「電力・冷却・接続・ストレージ」へ広がっている","quote_start":0,"quote_end":47,"text_sha256":"cef052b9d322dc181e599c9eed7bdc55c3caa1d6d54c030248fa6cf64d9778be","block_sha256":"cef052b9d322dc181e599c9eed7bdc55c3caa1d6d54c030248fa6cf64d9778be","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_5f90a6d0-abcb-4341-ad3f-bf14f2e88363/#blk_32bb48e2-bae4-4539-9f0d-a35bacbc6850"},{"id":"occ_74ac3c9e7201e06722e1d1df","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_5f90a6d0-abcb-4341-ad3f-bf14f2e88363","work_id":"wrk_aa1fc199-17d1-43c9-9656-8cee3a08fa75","block_id":"blk_49cdc2fb-bbfb-414e-b160-6e2fbff7b3d9","section_id":"sec_3e6a08ce-266c-4058-a404-f88417b4b8c3","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":172,"end":174,"exact":"液冷","quote":"電力・配電・変圧器・スイッチギア  | AIデータセンター最大の制約が電力接続になっている |\n|  2 | 液冷・熱管理            | ラック密度上昇で必須化               |\n|  3 | 高速接続・光・コネクタ       | GPUクラスタ拡大で配線と接続がボトルネック    |","quote_start":117,"quote_end":274,"text_sha256":"3e25e8637ec51590406d705faca543e9cf39dbc3963312abaf39cae171455fb5","block_sha256":"3e25e8637ec51590406d705faca543e9cf39dbc3963312abaf39cae171455fb5","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_5f90a6d0-abcb-4341-ad3f-bf14f2e88363/#blk_49cdc2fb-bbfb-414e-b160-6e2fbff7b3d9"},{"id":"occ_972aac336a395ec98e4a28e2","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_5f90a6d0-abcb-4341-ad3f-bf14f2e88363","work_id":"wrk_aa1fc199-17d1-43c9-9656-8cee3a08fa75","block_id":"blk_525d1055-8815-4cbb-a438-eee00379ba03","section_id":"sec_931017d5-e810-4d71-b585-4097cadd5a6a","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":94,"end":96,"exact":"液冷","quote":"、車載、防衛まで幅広いコネクタ企業です。AIデータセンターでは、GPU同士、ラック同士、光トランシーバ、電源、液冷センサーなど、接続点が爆発的に増えます。","quote_start":39,"quote_end":116,"text_sha256":"2baf13c145f401824d64f44dfd64f0518d6b1cb8fc908a5477ba852456433df6","block_sha256":"2baf13c145f401824d64f44dfd64f0518d6b1cb8fc908a5477ba852456433df6","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_5f90a6d0-abcb-4341-ad3f-bf14f2e88363/#blk_525d1055-8815-4cbb-a438-eee00379ba03"},{"id":"occ_c8d86a2d454227977c3406ea","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_5f90a6d0-abcb-4341-ad3f-bf14f2e88363","work_id":"wrk_aa1fc199-17d1-43c9-9656-8cee3a08fa75","block_id":"blk_542271ff-a90b-404c-8051-c78b68884a43","section_id":"sec_d30dc795-94d6-4396-94d7-4cc1e4f38718","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":30,"end":32,"exact":"冷却","quote":"一言でまとめるなら、\n**AIはソフトウェアではなく、電力・冷却・接続・ストレージの上で動く巨大な物理産業になった**\nということです。","quote_start":0,"quote_end":68,"text_sha256":"1b58b30a31a08ce1c1ceb4fd23fff8f5ca6501bdcb748ac94143fa2dbf598004","block_sha256":"1b58b30a31a08ce1c1ceb4fd23fff8f5ca6501bdcb748ac94143fa2dbf598004","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_5f90a6d0-abcb-4341-ad3f-bf14f2e88363/#blk_542271ff-a90b-404c-8051-c78b68884a43"},{"id":"occ_5269244760ed1575a11a6463","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_5f90a6d0-abcb-4341-ad3f-bf14f2e88363","work_id":"wrk_aa1fc199-17d1-43c9-9656-8cee3a08fa75","block_id":"blk_5896a41b-3d6d-4e28-9784-49755ca6876c","section_id":"sec_b76c266e-3eb3-4b97-bc25-d85c6324fb82","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":8,"end":10,"exact":"冷却","quote":"## 2. なぜ冷却・電源メーカーが勝ち組候補なのか","quote_start":0,"quote_end":26,"text_sha256":"fc155170f0aab5ac734120195ab222a9aae6cc602d5c707caa9949fd108fe8b1","block_sha256":"fc155170f0aab5ac734120195ab222a9aae6cc602d5c707caa9949fd108fe8b1","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_5f90a6d0-abcb-4341-ad3f-bf14f2e88363/#blk_5896a41b-3d6d-4e28-9784-49755ca6876c"},{"id":"occ_3ea951efaad66c929eb899b3","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_5f90a6d0-abcb-4341-ad3f-bf14f2e88363","work_id":"wrk_aa1fc199-17d1-43c9-9656-8cee3a08fa75","block_id":"blk_5e8856ee-f8d5-427c-b23d-918989ae1ff8","section_id":"sec_0ac34d12-bd0a-437a-bfde-8e00a1219726","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":29,"end":31,"exact":"冷却","quote":"日本企業は、米国のVertivのような「AIデータセンター冷却・電源の純粋銘柄」は少ないですが、**光、電子部品、電力設備、材料、半導体装置**ではかなり強いです。","quote_start":0,"quote_end":82,"text_sha256":"eb502d9d526ab90e4dfae1bafb15955ac6bb192c4b4ed12d9581443eabbc2fd1","block_sha256":"eb502d9d526ab90e4dfae1bafb15955ac6bb192c4b4ed12d9581443eabbc2fd1","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_5f90a6d0-abcb-4341-ad3f-bf14f2e88363/#blk_5e8856ee-f8d5-427c-b23d-918989ae1ff8"},{"id":"occ_80623e2aa83b4e2d068ab4f9","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_5f90a6d0-abcb-4341-ad3f-bf14f2e88363","work_id":"wrk_aa1fc199-17d1-43c9-9656-8cee3a08fa75","block_id":"blk_6f8dc074-6304-4b4e-a238-d5a194a91ebe","section_id":"sec_d91170a1-fbee-4752-8a14-8187a122d403","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":42,"end":44,"exact":"冷却","quote":"Schneider Electricは、データセンター向けの**電源、配電、ラック、冷却、エネルギーマネジメント、ソフトウェア**が強い企業です。Q1 2026は売上**97.7億ユーロ**、有機成長**+11.2%**、Energy Managementは**+12.8%**で、データ","quote_start":0,"quote_end":144,"text_sha256":"8873ad742bc2f4a3dd4de33493ef6a5bb06888c0b75411a4a4816fc7054a731b","block_sha256":"8873ad742bc2f4a3dd4de33493ef6a5bb06888c0b75411a4a4816fc7054a731b","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_5f90a6d0-abcb-4341-ad3f-bf14f2e88363/#blk_6f8dc074-6304-4b4e-a238-d5a194a91ebe"},{"id":"occ_419a8f35051759c7ebb36a51","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_5f90a6d0-abcb-4341-ad3f-bf14f2e88363","work_id":"wrk_aa1fc199-17d1-43c9-9656-8cee3a08fa75","block_id":"blk_7d1168cb-d22c-4bf9-81dc-77125ed8f81d","section_id":"sec_56648d69-b4a6-4699-a456-fbe8abb8e46e","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":36,"end":38,"exact":"冷却","quote":"ここで重要なのは、AIインフラ関連という言葉を広く使いすぎないことです。冷却に強い企業、電源管理に強い企業、コネクタやケーブルに強い企業、ストレージに強い企業、電力供給に強い企業は、それぞれ別の制約を解いています。したがって、同じAIインフラ関連でも、業績の出方、景気感応度、","quote_start":0,"quote_end":138,"text_sha256":"9e4f13f31f91ccdfa2f41321a96b13f60a59b40aa4501548f6f3be948d360e8b","block_sha256":"9e4f13f31f91ccdfa2f41321a96b13f60a59b40aa4501548f6f3be948d360e8b","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_5f90a6d0-abcb-4341-ad3f-bf14f2e88363/#blk_7d1168cb-d22c-4bf9-81dc-77125ed8f81d"},{"id":"occ_dec2593b509d5e8019dc8438","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_5f90a6d0-abcb-4341-ad3f-bf14f2e88363","work_id":"wrk_aa1fc199-17d1-43c9-9656-8cee3a08fa75","block_id":"blk_99fb9d86-db38-45a7-9290-6f362d842bf1","section_id":"sec_0ac34d12-bd0a-437a-bfde-8e00a1219726","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":317,"end":319,"exact":"冷却","quote":"   | 三菱電機、日立、富士電機、明電舎          | 変圧器、受配電、UPS、制御    |\n| 冷却・空調      | ダイキン、荏原、三菱電機              | チラー、ポンプ、冷却設備      |\n| 基板・材料      | イビデン、新光電工、メイコー、太陽HD、レゾナック ","quote_start":262,"quote_end":419,"text_sha256":"5811a705350809c1590cb9ad1e2b45e5f44bfd0006d5c8998262e36ae77c2322","block_sha256":"5811a705350809c1590cb9ad1e2b45e5f44bfd0006d5c8998262e36ae77c2322","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_5f90a6d0-abcb-4341-ad3f-bf14f2e88363/#blk_99fb9d86-db38-45a7-9290-6f362d842bf1"},{"id":"occ_3cdcdf8ed5995f3143af10ca","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_5f90a6d0-abcb-4341-ad3f-bf14f2e88363","work_id":"wrk_aa1fc199-17d1-43c9-9656-8cee3a08fa75","block_id":"blk_a2c96070-6537-4571-9d5a-d8e4dc1b437b","section_id":"sec_e5fd0d6c-8e6c-4944-97b5-31af3eee8a05","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":23,"end":25,"exact":"冷却","quote":"# AIインフラ相場の本質: 半導体から電力・冷却・接続・ストレージへ","quote_start":0,"quote_end":35,"text_sha256":"32394f4c54a49273f60a091eff837780fb17efb3bb3acd764f7213dc468a3c06","block_sha256":"32394f4c54a49273f60a091eff837780fb17efb3bb3acd764f7213dc468a3c06","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_5f90a6d0-abcb-4341-ad3f-bf14f2e88363/#blk_a2c96070-6537-4571-9d5a-d8e4dc1b437b"},{"id":"occ_ade3f81b9f9c66938d8560cd","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_5f90a6d0-abcb-4341-ad3f-bf14f2e88363","work_id":"wrk_aa1fc199-17d1-43c9-9656-8cee3a08fa75","block_id":"blk_c02ed32e-7c15-4303-a389-e93a1c836f8e","section_id":"sec_b76c266e-3eb3-4b97-bc25-d85c6324fb82","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":4,"end":6,"exact":"冷却","quote":"つまり、冷却・電源メーカーは「周辺機器メーカー」ではなく、**GPUを実際に稼働させるための必須インフラ企業**になっています。","quote_start":0,"quote_end":64,"text_sha256":"ba8c9eddea5290bf8490641b4785b16d25d4abb66ffa5f7b528d972223e6b1df","block_sha256":"ba8c9eddea5290bf8490641b4785b16d25d4abb66ffa5f7b528d972223e6b1df","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_5f90a6d0-abcb-4341-ad3f-bf14f2e88363/#blk_c02ed32e-7c15-4303-a389-e93a1c836f8e"},{"id":"occ_5669aea3f11811ba33e456af","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_5f90a6d0-abcb-4341-ad3f-bf14f2e88363","work_id":"wrk_aa1fc199-17d1-43c9-9656-8cee3a08fa75","block_id":"blk_c124aa18-fd99-46da-afd4-f07ace483953","section_id":"sec_c28d75f9-02b8-450c-94c5-6625f2125525","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":20,"end":22,"exact":"冷却","quote":"- AIインフラはGPU、HBM、電力、冷却、接続、ストレージを一体で見る必要がある。\n- 高密度ラック化により、電源・冷却・配線・熱管理が競争力に直結する。\n- 関連銘柄を見る時は、AI需要そのものではなく、どのボトルネックを解いているかを分","quote_start":0,"quote_end":122,"text_sha256":"177558f6841e65e459489a7294586007e2803b1215d67f9a4dde27224ab3c401","block_sha256":"177558f6841e65e459489a7294586007e2803b1215d67f9a4dde27224ab3c401","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_5f90a6d0-abcb-4341-ad3f-bf14f2e88363/#blk_c124aa18-fd99-46da-afd4-f07ace483953"},{"id":"occ_665843659fd619b15bc60bdf","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_5f90a6d0-abcb-4341-ad3f-bf14f2e88363","work_id":"wrk_aa1fc199-17d1-43c9-9656-8cee3a08fa75","block_id":"blk_d25c7f80-2848-461f-a1eb-a3310437c62c","section_id":"sec_0112da3e-8b70-4ffb-9cd0-782e398bcbff","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":35,"end":37,"exact":"液冷","quote":"Vertivは、AIデータセンター向けの**UPS、PDU、電源管理、液冷、CDU、ラックインフラ、サービス**を持っています。AIラック密度が上がるほど、Vertivの提供価値は上がります。","quote_start":0,"quote_end":96,"text_sha256":"f126145591d0f0e2f20d483e2085fbc5ddd2d54095e0b3fe787f1cfb2be1492f","block_sha256":"f126145591d0f0e2f20d483e2085fbc5ddd2d54095e0b3fe787f1cfb2be1492f","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_5f90a6d0-abcb-4341-ad3f-bf14f2e88363/#blk_d25c7f80-2848-461f-a1eb-a3310437c62c"},{"id":"occ_083bc03706701074ce2f5e01","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_5f90a6d0-abcb-4341-ad3f-bf14f2e88363","work_id":"wrk_aa1fc199-17d1-43c9-9656-8cee3a08fa75","block_id":"blk_f742d6d8-2048-41b5-bf7c-0a25a68f8ff6","section_id":"sec_0112da3e-8b70-4ffb-9cd0-782e398bcbff","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":13,"end":15,"exact":"冷却","quote":"### Vertiv：AI冷却・電源のど真ん中","quote_start":0,"quote_end":23,"text_sha256":"6c81732f75195402f28dc729878d733b31e05cfb3a37a84d830d620fa131e057","block_sha256":"6c81732f75195402f28dc729878d733b31e05cfb3a37a84d830d620fa131e057","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_5f90a6d0-abcb-4341-ad3f-bf14f2e88363/#blk_f742d6d8-2048-41b5-bf7c-0a25a68f8ff6"},{"id":"occ_6415eb08af26a3dcc0c13c1c","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_61f118e1-20e7-486f-b830-cae804dd9f14","work_id":"wrk_7a4ffab3-0117-4e75-821b-23feb00ad9c5","block_id":"blk_5b2371c6-223e-4ccc-bf6e-cc4b974ef49e","section_id":"sec_e8df9340-c71a-49f9-a855-36e12b3ad53c","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":116,"end":118,"exact":"冷却","quote":"この計画が本格化すれば、露光、成膜、エッチング、イオン注入のような前工程だけでなく、マスク、基板、封止、検査、冷却、薬液、ガス、パッケージ関連まで影響が及ぶ可能性があります。さらに Broadcom は、半導体そのものだけでなくレーザーや光部品、PCB 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Vernovaは発電・電力網、Constellation EnergyとVistraは発電需要を見るために有効である。","quote_start":0,"quote_end":86,"text_sha256":"8ad1f12f2b473e4db4b23089de386d527ecfc3d9aac08ed14d4e1fba04524eb2","block_sha256":"8ad1f12f2b473e4db4b23089de386d527ecfc3d9aac08ed14d4e1fba04524eb2","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_66313feb-6eff-400e-94b9-3dd889eabe3e/#blk_859371f8-09ed-44d6-9076-d0701fe43b13"},{"id":"occ_181e23b9a31ce5bb3dd11f46","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_66313feb-6eff-400e-94b9-3dd889eabe3e","work_id":"wrk_75063f69-d242-41d4-aaa2-d86b2bdecc9e","block_id":"blk_98427c0c-8c91-453f-a4b7-b89afeb91abc","section_id":"sec_5bc8c628-10c0-4113-8e50-87e343c831f2","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":6,"end":8,"exact":"冷却","quote":"## 電力・冷却・データセンター","quote_start":0,"quote_end":16,"text_sha256":"2d1571ca147b8ca1cfbd7d5613eed89223018788867a871caa3e2e77018a5a18","block_sha256":"2d1571ca147b8ca1cfbd7d5613eed89223018788867a871caa3e2e77018a5a18","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_66313feb-6eff-400e-94b9-3dd889eabe3e/#blk_98427c0c-8c91-453f-a4b7-b89afeb91abc"},{"id":"occ_5cf6211f931fb956876082a5","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_66313feb-6eff-400e-94b9-3dd889eabe3e","work_id":"wrk_75063f69-d242-41d4-aaa2-d86b2bdecc9e","block_id":"blk_999f8631-a959-4813-a672-6ac92646850c","section_id":"sec_6bbce144-2b56-4542-9280-1c9506bfe1ec","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":30,"end":32,"exact":"冷却","quote":"反対に、GPU株が下落していても、ハイパースケーラー、電力、冷却、光通信設備が強ければ、AIインフラ投資全体が崩れたとは限らない。","quote_start":0,"quote_end":65,"text_sha256":"cd4bc4038c8ba114374211472575d6aaa657aec4c21c59788c4414f66c1d2f77","block_sha256":"cd4bc4038c8ba114374211472575d6aaa657aec4c21c59788c4414f66c1d2f77","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_66313feb-6eff-400e-94b9-3dd889eabe3e/#blk_999f8631-a959-4813-a672-6ac92646850c"},{"id":"occ_b3ff8bf1e59e4dc32e181df0","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_66313feb-6eff-400e-94b9-3dd889eabe3e","work_id":"wrk_75063f69-d242-41d4-aaa2-d86b2bdecc9e","block_id":"blk_b029f569-8cec-4cce-aba3-1992da7fffc6","section_id":"sec_78340690-2399-4d22-b440-ff7d99df1d52","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":28,"end":30,"exact":"冷却","quote":"AI投資テーマが崩れたのではなく、資金が半導体から電力・冷却・発電へ移っている可能性がある。","quote_start":0,"quote_end":46,"text_sha256":"698f00db85263ebea0b2f0b34a981c0617d5f4b0a4c9c3a038ef5c1b4e3a412b","block_sha256":"698f00db85263ebea0b2f0b34a981c0617d5f4b0a4c9c3a038ef5c1b4e3a412b","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_66313feb-6eff-400e-94b9-3dd889eabe3e/#blk_b029f569-8cec-4cce-aba3-1992da7fffc6"},{"id":"occ_58f15708b969ee8bdeff0b49","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_66313feb-6eff-400e-94b9-3dd889eabe3e","work_id":"wrk_75063f69-d242-41d4-aaa2-d86b2bdecc9e","block_id":"blk_b199eab3-a137-47bb-8c51-dbdf9098ff7e","section_id":"sec_5bc8c628-10c0-4113-8e50-87e343c831f2","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":15,"end":17,"exact":"冷却","quote":"GPU株が調整していても電力・冷却株が上昇している場合、AIインフラ投資が終了したというより、資金が半導体から物理インフラへ移動している可能性がある。","quote_start":0,"quote_end":75,"text_sha256":"20ac9ed39cafe2bf1531aec002800814f62f8af9a7ebf0611521836632346cdc","block_sha256":"20ac9ed39cafe2bf1531aec002800814f62f8af9a7ebf0611521836632346cdc","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_66313feb-6eff-400e-94b9-3dd889eabe3e/#blk_b199eab3-a137-47bb-8c51-dbdf9098ff7e"},{"id":"occ_f0233d56578dbf77adddcf79","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_66313feb-6eff-400e-94b9-3dd889eabe3e","work_id":"wrk_75063f69-d242-41d4-aaa2-d86b2bdecc9e","block_id":"blk_dc0104be-a0de-4a14-be00-93f6546218b8","section_id":"sec_a7c23fdc-f780-49b1-b670-d84d881d2d33","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":57,"end":59,"exact":"冷却","quote":"AIインフラ市場は、ハイパースケーラーの設備投資から始まり、GPU、HBM、ネットワーク、光通信、基板、電力、冷却設備へと需要が波及する。したがって、投資判断でも個別銘柄だけでなく、資金がAIインフラのどこへ移動しているのかを見る必要がある。","quote_start":2,"quote_end":123,"text_sha256":"edbbbc048398d111ffe85f1cac2c57ac17c2123938a03521eb54a482ee368b59","block_sha256":"edbbbc048398d111ffe85f1cac2c57ac17c2123938a03521eb54a482ee368b59","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_66313feb-6eff-400e-94b9-3dd889eabe3e/#blk_dc0104be-a0de-4a14-be00-93f6546218b8"},{"id":"occ_899d5c3e800c0868498d89be","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_6cb909ec-1291-4cbb-a768-f72123829d08","work_id":"wrk_72dcc676-6c79-475a-9f86-c4f174e32af2","block_id":"blk_12bbed31-60ba-4b70-9f3d-1f6f98a46017","section_id":"sec_9bb2ef4b-fd71-4240-929e-959db66d1936","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":25,"end":27,"exact":"冷却","quote":"- GPUが大量に必要\n- 電力が大量に必要\n- 冷却設備が必要\n- 高速ネットワークが必要\n- 大量ストレージが必要\n- 障害復旧システムが必要\n- 数週間〜数か月の連続運転が必要","quote_start":0,"quote_end":91,"text_sha256":"0eafe4c564ec5521e5efce93c071283dc2116d531651fa72ed776e2c6d9ad1c6","block_sha256":"0eafe4c564ec5521e5efce93c071283dc2116d531651fa72ed776e2c6d9ad1c6","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_6cb909ec-1291-4cbb-a768-f72123829d08/#blk_12bbed31-60ba-4b70-9f3d-1f6f98a46017"},{"id":"occ_7a7cb7797b34644cdcbe125c","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_6cb909ec-1291-4cbb-a768-f72123829d08","work_id":"wrk_72dcc676-6c79-475a-9f86-c4f174e32af2","block_id":"blk_647fa650-8d84-45ed-a4d0-5ddcb7e2d1ca","section_id":"sec_857d3d77-d7e6-41fb-8581-c6fe6bea6608","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":32,"end":34,"exact":"冷却","quote":"つまり、AIはソフトウェア開発速度を上げますが、  \n**電力・冷却・ネットワーク・セキュリティ・標準化・信頼性は時間がかかる**  \nということです。","quote_start":0,"quote_end":76,"text_sha256":"502890325b3d275dc2f898b17f7f72ef0b4c16e4029b5674dd55173ffb935e7d","block_sha256":"502890325b3d275dc2f898b17f7f72ef0b4c16e4029b5674dd55173ffb935e7d","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_6cb909ec-1291-4cbb-a768-f72123829d08/#blk_647fa650-8d84-45ed-a4d0-5ddcb7e2d1ca"},{"id":"occ_f454e4859d893b3570014fdc","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_6cb909ec-1291-4cbb-a768-f72123829d08","work_id":"wrk_72dcc676-6c79-475a-9f86-c4f174e32af2","block_id":"blk_754dc4de-e40e-45b6-b2be-4555e1a76cc9","section_id":"sec_71d97541-7ee4-426e-8210-eb8853969707","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":7,"end":9,"exact":"冷却","quote":"ただし、電力、冷却、ネットワーク、セキュリティ、標準化、障害復旧は物理的・制度的な制約があるため、**完全成熟は2030年前後以降**になると思います。","quote_start":0,"quote_end":76,"text_sha256":"e3057f38ce45fd2eb6ebca06d6d1585e98231405746bb5c83f1167b4ce4b6717","block_sha256":"e3057f38ce45fd2eb6ebca06d6d1585e98231405746bb5c83f1167b4ce4b6717","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_6cb909ec-1291-4cbb-a768-f72123829d08/#blk_754dc4de-e40e-45b6-b2be-4555e1a76cc9"},{"id":"occ_3aaefe49812cc01303e94767","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_70df7bb7-127f-4402-9374-f897f873bafb","work_id":"wrk_bd032fe1-66fd-4ecd-a7db-e046051c8671","block_id":"blk_0b1dbc0a-d1c8-478c-8abb-ab073fb36178","section_id":"sec_49d0e037-bcdc-4e40-a14d-87e8da652998","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":31,"end":33,"exact":"冷却","quote":"300MW級は、単なるサーバー施設ではない。電力接続、変電所、冷却、水、騒音、送電網、地域許認可、建設労働力まで含むインフラ投資になる。欧州でもAI対応データセンターの大型化は進むが、稼働想定が2030年に近づくほど、リスクはGPU調達ではなく、電力接続と許認可へ移","quote_start":0,"quote_end":133,"text_sha256":"4d5f83b11b549d9e403ee4f9b9b7ef1e42c5cafec94149e49de39105a516efaf","block_sha256":"4d5f83b11b549d9e403ee4f9b9b7ef1e42c5cafec94149e49de39105a516efaf","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_70df7bb7-127f-4402-9374-f897f873bafb/#blk_0b1dbc0a-d1c8-478c-8abb-ab073fb36178"},{"id":"occ_1af93da5692155f3f0b11945","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_70df7bb7-127f-4402-9374-f897f873bafb","work_id":"wrk_bd032fe1-66fd-4ecd-a7db-e046051c8671","block_id":"blk_2e931f4f-b381-45ac-b7a5-9214333a2fcf","section_id":"sec_9fb15af7-5866-4947-9f7c-1e2fd3c0e62f","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":250,"end":252,"exact":"冷却","quote":"給網 | 中国内製化、米国近接生産、東南アジア分散 |\n| 電力と施設 | 300MW級キャンパス、系統接続、冷却 |","quote_start":195,"quote_end":254,"text_sha256":"f08b44ba1b61a6d970217de6b2d6ce8f1100bf27779aab99b022f1c4113300b2","block_sha256":"f08b44ba1b61a6d970217de6b2d6ce8f1100bf27779aab99b022f1c4113300b2","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_70df7bb7-127f-4402-9374-f897f873bafb/#blk_2e931f4f-b381-45ac-b7a5-9214333a2fcf"},{"id":"occ_15e29dcaad276a470227a2cd","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_70df7bb7-127f-4402-9374-f897f873bafb","work_id":"wrk_bd032fe1-66fd-4ecd-a7db-e046051c8671","block_id":"blk_4a90dc16-0d0a-4434-9ca7-a62ebe9f0dd4","section_id":"sec_b05e408f-2dc5-4ab3-9ccb-ed4664d15f9b","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":62,"end":64,"exact":"冷却","quote":"ラの制約は、NVIDIA GPUの輸出規制だけではない。DRAM、HBM、先端パッケージ、ネットワーク、電力、冷却、サーバー組立も、主権AIの構成要素になる。CXMTはDDR5歩留まりなどで課題を抱える一方、サーバーDRAMを国内クラウドへ長期供給できれば、中国AIインフラの自立度は上がる。","quote_start":7,"quote_end":153,"text_sha256":"c3198f5e2a7d90fe8cd0523b08162805f51a5352055a97aad2914ce76c311681","block_sha256":"c3198f5e2a7d90fe8cd0523b08162805f51a5352055a97aad2914ce76c311681","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_70df7bb7-127f-4402-9374-f897f873bafb/#blk_4a90dc16-0d0a-4434-9ca7-a62ebe9f0dd4"},{"id":"occ_89bfded7f00fc6b26bfc5138","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_70df7bb7-127f-4402-9374-f897f873bafb","work_id":"wrk_bd032fe1-66fd-4ecd-a7db-e046051c8671","block_id":"blk_7c6c301b-195f-480d-9716-f736f6fad417","section_id":"sec_b60f5347-cfe9-4d9e-827b-902324b60a1e","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":30,"end":32,"exact":"冷却","quote":"AIサーバーはチップを載せれば終わりではない。ラック、電源、冷却、ネットワーク、ケーブル、ファームウェア、検査、出荷後の保守まで含む供給網である。MiTAC、Quanta、Wiwynn、Foxconn、Inventec、Celestica、Jabilなどは、GPU","quote_start":0,"quote_end":132,"text_sha256":"75a1cf312999fb4bce956da1193f5064064255bed4b78f4917487a3dd220ea3f","block_sha256":"75a1cf312999fb4bce956da1193f5064064255bed4b78f4917487a3dd220ea3f","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_70df7bb7-127f-4402-9374-f897f873bafb/#blk_7c6c301b-195f-480d-9716-f736f6fad417"},{"id":"occ_a7b5f5ffc7e1c833ceea22bd","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_70df7bb7-127f-4402-9374-f897f873bafb","work_id":"wrk_bd032fe1-66fd-4ecd-a7db-e046051c8671","block_id":"blk_bb4a275f-7c91-4169-8e11-0550a6171149","section_id":"sec_49d0e037-bcdc-4e40-a14d-87e8da652998","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":28,"end":30,"exact":"冷却","quote":"ここで恩恵を受けるのは、電力設備、変圧器、スイッチギア、冷却、建設、光ファイバー、欧州データセンター事業者である。AIインフラ相場を見るなら、チップ企業だけでなく、建設と電力の遅延リスクまで追う必要がある。","quote_start":0,"quote_end":103,"text_sha256":"6bffb41be45f7dbf29d22491c4241ee4289687febf8b4791a9dfce2d84a0fbd7","block_sha256":"6bffb41be45f7dbf29d22491c4241ee4289687febf8b4791a9dfce2d84a0fbd7","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_70df7bb7-127f-4402-9374-f897f873bafb/#blk_bb4a275f-7c91-4169-8e11-0550a6171149"},{"id":"occ_ef9e8cfda753674dab17edb8","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_716e29e3-ca33-4e0a-89d8-a4c146c91139","work_id":"wrk_6b2d4c96-c0d4-4d57-8d9e-9077ea538a79","block_id":"blk_2dba22dc-62ac-40ef-9265-ed30d590d863","section_id":"sec_76f28170-eed6-4499-8aaa-b4d1f402a664","layer":"code","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":90,"end":92,"exact":"冷却","quote":"\n対象分野：\nGPU、HBM、DRAM、NAND、先端パッケージ、AIサーバー、\nネットワーク、光通信、電力、冷却、データセンター\n\n情報源は以下を優先してください。\n\nTrendForce\n企業IR\nSEC提出書類\nDIGITIMES\n工商時報\nThe Elec\nSemiAnalysis\nData Center","quote_start":35,"quote_end":192,"text_sha256":"18a309061dc7ceb3f3c70bb33ff700ca4e8addd7fd7c0927a11094a977ed2554","block_sha256":"18a309061dc7ceb3f3c70bb33ff700ca4e8addd7fd7c0927a11094a977ed2554","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_716e29e3-ca33-4e0a-89d8-a4c146c91139/#blk_2dba22dc-62ac-40ef-9265-ed30d590d863"},{"id":"occ_b365990d311b80f088105198","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_716e29e3-ca33-4e0a-89d8-a4c146c91139","work_id":"wrk_6b2d4c96-c0d4-4d57-8d9e-9077ea538a79","block_id":"blk_d5ee16d4-63df-4571-94fa-8952cda798a8","section_id":"sec_3cafb563-6a29-4427-99d1-82ff11b7b13c","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":22,"end":24,"exact":"冷却","quote":"AI設備では、GPU、HBM、ネットワーク、冷却、電力密度が短期間で更新される。最新世代が大幅に高効率になると、旧GPUは減価償却済みでも、電力費を含めれば新型より割高になり得る。","quote_start":0,"quote_end":90,"text_sha256":"a53b73cfd9556dc27a6ffe0f73d1fac4adfd726c9cd9b23e065534d81d4ebcaf","block_sha256":"a53b73cfd9556dc27a6ffe0f73d1fac4adfd726c9cd9b23e065534d81d4ebcaf","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_716e29e3-ca33-4e0a-89d8-a4c146c91139/#blk_d5ee16d4-63df-4571-94fa-8952cda798a8"},{"id":"occ_d662401073a7d4c09babbe99","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_716e29e3-ca33-4e0a-89d8-a4c146c91139","work_id":"wrk_6b2d4c96-c0d4-4d57-8d9e-9077ea538a79","block_id":"blk_f5b50294-01f0-4935-9ff8-9c0e8dbc36e6","section_id":"sec_519ed44e-464a-476d-8e60-62d82c5254c2","layer":"code","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":120,"end":122,"exact":"冷却","quote":"GPU・アクセラレーター\n2. HBM・メモリ\n3. 先端パッケージ\n4. ネットワーク・光通信\n5. 電力・冷却・データセンター\n6. ハイパースケーラー\n7. フロンティアモデル企業\n8. オープンウェイトモデル\n9. AIエージェント基盤\n10. SaaS・業務アプリ\n11. 産業別AI\n12. フィジカル","quote_start":65,"quote_end":222,"text_sha256":"fdb588809b99c07fb5b55956d00bcf4730fa0a43ae820db78986588d316bc048","block_sha256":"fdb588809b99c07fb5b55956d00bcf4730fa0a43ae820db78986588d316bc048","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_716e29e3-ca33-4e0a-89d8-a4c146c91139/#blk_f5b50294-01f0-4935-9ff8-9c0e8dbc36e6"},{"id":"occ_7acdbe6c2b5460e85183c419","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_716e29e3-ca33-4e0a-89d8-a4c146c91139","work_id":"wrk_6b2d4c96-c0d4-4d57-8d9e-9077ea538a79","block_id":"blk_f97155bf-97fc-4484-8dff-2ca5954ff6e7","section_id":"sec_4222eadb-8e6b-406a-80ef-49cef75408ba","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":18,"end":20,"exact":"冷却","quote":"- AIDC建設\n- 電力確保\n- 冷却\n- ネットワーク\n- クラスタ運用\n- 高稼働率\n- 顧客需要の集約","quote_start":0,"quote_end":55,"text_sha256":"8e506ef215d0b7ab2f03f2e1940de8354e557e28d0e39bb49abde0270fae104f","block_sha256":"8e506ef215d0b7ab2f03f2e1940de8354e557e28d0e39bb49abde0270fae104f","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_716e29e3-ca33-4e0a-89d8-a4c146c91139/#blk_f97155bf-97fc-4484-8dff-2ca5954ff6e7"},{"id":"occ_75e5f86f6d41bc15cb5b05fa","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_73f07a40-b588-4fa6-bf2b-2880462e214c","work_id":"wrk_83edd5a9-4c70-4085-ba5b-602f9d005928","block_id":"blk_84d9742a-b629-4178-ab30-dd5a5c0602ba","section_id":"sec_2eb50422-4b12-4b61-a887-0d9d352f2fcd","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":10,"end":12,"exact":"冷却","quote":"**Cooling：冷却**","quote_start":0,"quote_end":14,"text_sha256":"55b0ed4d2d01ffaeb80adc6cfa04cd7df0244ea2b8fb201f8436e559972fa3ba","block_sha256":"55b0ed4d2d01ffaeb80adc6cfa04cd7df0244ea2b8fb201f8436e559972fa3ba","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_73f07a40-b588-4fa6-bf2b-2880462e214c/#blk_84d9742a-b629-4178-ab30-dd5a5c0602ba"},{"id":"occ_f97d769368b66121173312d5","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_78657238-b40f-4a7c-b670-325df3688f39","work_id":"wrk_70fbeeef-5587-4e6a-a017-b7e323d0b279","block_id":"blk_19b4ced5-67e5-4bcc-b5e8-11af6477e0a1","section_id":"sec_aff7d6ba-3890-4ea0-b8bf-0e3c832583e3","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":69,"end":71,"exact":"冷却","quote":"重要になる。もしD2D PHY周辺の熱をうまく逃がせなければ、GPUやHBMは理論性能を出せない。逆に言えば、冷却構造を上手く作れるメモリメーカーは、AIアクセラレータの性能上限を左右する存在になる。","quote_start":14,"quote_end":114,"text_sha256":"5fd890cd78a532c3e626b3cb2d65d5ca8a5e343c35eed5d63624e48b3fd77465","block_sha256":"5fd890cd78a532c3e626b3cb2d65d5ca8a5e343c35eed5d63624e48b3fd77465","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_78657238-b40f-4a7c-b670-325df3688f39/#blk_19b4ced5-67e5-4bcc-b5e8-11af6477e0a1"},{"id":"occ_b5c6cc8f82f9cf27e9c36ede","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_78657238-b40f-4a7c-b670-325df3688f39","work_id":"wrk_70fbeeef-5587-4e6a-a017-b7e323d0b279","block_id":"blk_289bd79e-450c-4cf3-9895-99b869cd955c","section_id":"sec_265202b0-1095-4d3d-8863-ac152368b590","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":87,"end":89,"exact":"冷却","quote":"ng HBM5/HPB |\n| --- | --- | --- |\n| 主な狙い | D2D PHY近傍の局所冷却 | スタック内部から外部への熱経路形成 |\n| 強み | 熱源に近い場所を直接冷やせる | 積層全体の熱移動を改善し得る |\n| 量産観点 | MR-MUFやSiP互換を意識した説明がある | HB","quote_start":32,"quote_end":189,"text_sha256":"a21126d69ec9a6b7eee271420ca143ef191e644575a6cb5dafa15119da0109ae","block_sha256":"a21126d69ec9a6b7eee271420ca143ef191e644575a6cb5dafa15119da0109ae","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_78657238-b40f-4a7c-b670-325df3688f39/#blk_289bd79e-450c-4cf3-9895-99b869cd955c"},{"id":"occ_d8ce9be95c34d4c50be1051b","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_78657238-b40f-4a7c-b670-325df3688f39","work_id":"wrk_70fbeeef-5587-4e6a-a017-b7e323d0b279","block_id":"blk_2c6ab399-5169-4e4e-b3c8-821665bbdfa6","section_id":"sec_ba9bf084-fdaf-45ce-b46d-4132da5159ad","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":91,"end":93,"exact":"冷却","quote":"ている。また、既存のMR-MUF系パッケージングやSiP環境との互換性を意識している点も重要だ。どれだけ優れた冷却構造でも、量産しにくければAIデータセンター向けには使いにくい。","quote_start":36,"quote_end":125,"text_sha256":"66bd4455f96146340cfec38d4e6db727cc98b32c06137a6b6c6c8b60aad5c01e","block_sha256":"66bd4455f96146340cfec38d4e6db727cc98b32c06137a6b6c6c8b60aad5c01e","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_78657238-b40f-4a7c-b670-325df3688f39/#blk_2c6ab399-5169-4e4e-b3c8-821665bbdfa6"},{"id":"occ_704b1446364719fe90e14079","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_78657238-b40f-4a7c-b670-325df3688f39","work_id":"wrk_70fbeeef-5587-4e6a-a017-b7e323d0b279","block_id":"blk_2f1b958c-36a5-4aaf-9c0a-d1f122de4768","section_id":"sec_265202b0-1095-4d3d-8863-ac152368b590","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":38,"end":40,"exact":"冷却","quote":"HBM5以降の勝者は、単に帯域を上げる企業ではない。熱源を正確に見極め、局所冷却と経路冷却を組み合わせ、GPU/AIアクセラレータ側のパッケージ設計に組み込める企業である。","quote_start":0,"quote_end":86,"text_sha256":"a4ceead773bcf0095d2c93329b5dfab2ba173838eb31002c00b4a489e670b3cc","block_sha256":"a4ceead773bcf0095d2c93329b5dfab2ba173838eb31002c00b4a489e670b3cc","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_78657238-b40f-4a7c-b670-325df3688f39/#blk_2f1b958c-36a5-4aaf-9c0a-d1f122de4768"},{"id":"occ_7df046e15795b2a2566231a3","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_78657238-b40f-4a7c-b670-325df3688f39","work_id":"wrk_70fbeeef-5587-4e6a-a017-b7e323d0b279","block_id":"blk_32fc8241-3533-4515-bee2-b7a330bf211f","section_id":"sec_265202b0-1095-4d3d-8863-ac152368b590","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":6,"end":8,"exact":"冷却","quote":"ICEが局所冷却に強い技術だとすれば、HPBは経路冷却に強い可能性がある。HBM5以降で積層数がさらに増え、スタック全体の熱移動が問題になるなら、HPBのように内部から外部へ熱を導く縦方向の経路は重要になる。","quote_start":0,"quote_end":104,"text_sha256":"9654b4a441d992ceac39fcb66d8fd98783f0a0668ee45bb8940eaf50547d7bc2","block_sha256":"9654b4a441d992ceac39fcb66d8fd98783f0a0668ee45bb8940eaf50547d7bc2","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_78657238-b40f-4a7c-b670-325df3688f39/#blk_32fc8241-3533-4515-bee2-b7a330bf211f"},{"id":"occ_ba189f870568c791fe4404e8","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_78657238-b40f-4a7c-b670-325df3688f39","work_id":"wrk_70fbeeef-5587-4e6a-a017-b7e323d0b279","block_id":"blk_34674c25-2e1c-4075-89e5-18864ce442cf","section_id":"sec_3d266c17-8ba5-47e1-822b-5135b00fe58d","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":109,"end":111,"exact":"冷却","quote":"は、HBMとGPUが接続する発熱密度の高い場所である。\n- iHBM/ICEやHBM5/HPBは、HBM内部に冷却経路を組み込む発想である。\n- 短中期では、D2D PHY近傍を直接狙うSK hynixのiHBM/ICEが先行して見える。\n- 長期では、SamsungのHPBのようなスタック全体の熱経路設計も重要","quote_start":54,"quote_end":211,"text_sha256":"614314e48617cbaf2a56bd5310e5f1c001b17bc6ae12886f9adfaf2e142cf4fc","block_sha256":"614314e48617cbaf2a56bd5310e5f1c001b17bc6ae12886f9adfaf2e142cf4fc","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_78657238-b40f-4a7c-b670-325df3688f39/#blk_34674c25-2e1c-4075-89e5-18864ce442cf"},{"id":"occ_90bdecc34e243c95f8cc1b1e","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_78657238-b40f-4a7c-b670-325df3688f39","work_id":"wrk_70fbeeef-5587-4e6a-a017-b7e323d0b279","block_id":"blk_3f4ffe56-31f6-4d0f-8734-256f54311091","section_id":"sec_265202b0-1095-4d3d-8863-ac152368b590","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":25,"end":27,"exact":"冷却","quote":"この意味で、SK hynixの優位は「ICEという冷却構造」だけでなく、NVIDIA向け供給実績、HBM市場シェア、顧客認証、量産ノウハウを含めた総合的な優位である。","quote_start":0,"quote_end":83,"text_sha256":"8f99d4354bdfdf4238ee4c2187b34c887baf776f73736f0824805a3f857ca0e5","block_sha256":"8f99d4354bdfdf4238ee4c2187b34c887baf776f73736f0824805a3f857ca0e5","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_78657238-b40f-4a7c-b670-325df3688f39/#blk_3f4ffe56-31f6-4d0f-8734-256f54311091"},{"id":"occ_89fa7bf160b98491ff973fd7","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_78657238-b40f-4a7c-b670-325df3688f39","work_id":"wrk_70fbeeef-5587-4e6a-a017-b7e323d0b279","block_id":"blk_3f64216a-20ba-46fd-91d9-d9d85758b06e","section_id":"sec_9f09b77b-57fb-48a1-9533-f3af67b82ee3","layer":"character","character_id":"zetu_noia","count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":11,"end":13,"exact":"冷却","quote":"HBM5は、記憶の塔に冷却器官を入れる。","quote_start":0,"quote_end":20,"text_sha256":"eb4b4b0043e8f21d36aff70d207b7c36c4093f70598de661b560398bf52d9c2e","block_sha256":"eb4b4b0043e8f21d36aff70d207b7c36c4093f70598de661b560398bf52d9c2e","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_78657238-b40f-4a7c-b670-325df3688f39/#blk_3f64216a-20ba-46fd-91d9-d9d85758b06e"},{"id":"occ_2252c7382edd1b81661a9a0f","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_78657238-b40f-4a7c-b670-325df3688f39","work_id":"wrk_70fbeeef-5587-4e6a-a017-b7e323d0b279","block_id":"blk_4cd75581-9d4c-41bb-a588-bb744cd9a659","section_id":"sec_8825a75f-e7d3-42d3-94b1-7bbae421e16e","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":61,"end":63,"exact":"冷却","quote":":** だから、次のAIインフラ投資を見る時は、GPU枚数だけじゃ足りない。HBM容量、帯域、D2D PHY、冷却、パッケージ、歩留まりまで見ないといけない。","quote_start":6,"quote_end":85,"text_sha256":"d905ff2e8fd11f749fc4c898b96514c111284a503e96bc1412acb282ac7d4ed2","block_sha256":"d905ff2e8fd11f749fc4c898b96514c111284a503e96bc1412acb282ac7d4ed2","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_78657238-b40f-4a7c-b670-325df3688f39/#blk_4cd75581-9d4c-41bb-a588-bb744cd9a659"},{"id":"occ_f28dd3d28bbc19140719208f","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_78657238-b40f-4a7c-b670-325df3688f39","work_id":"wrk_70fbeeef-5587-4e6a-a017-b7e323d0b279","block_id":"blk_4f272fc1-1df8-4055-9fd2-837f396efd9d","section_id":"sec_ba9bf084-fdaf-45ce-b46d-4132da5159ad","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":40,"end":42,"exact":"冷却","quote":"一方、iHBMは発熱源の近くにICEを置く。つまり、熱が生まれる場所のすぐそばに冷却経路を埋め込む。","quote_start":0,"quote_end":50,"text_sha256":"80e859d248507d382010e50574ede9b5bb8cf617016a94920085f0ca2e06a76a","block_sha256":"80e859d248507d382010e50574ede9b5bb8cf617016a94920085f0ca2e06a76a","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_78657238-b40f-4a7c-b670-325df3688f39/#blk_4f272fc1-1df8-4055-9fd2-837f396efd9d"},{"id":"occ_9c2b55e02cfca895e3646e6e","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_78657238-b40f-4a7c-b670-325df3688f39","work_id":"wrk_70fbeeef-5587-4e6a-a017-b7e323d0b279","block_id":"blk_5360085d-a448-4c60-826f-9eb4e9a75196","section_id":"sec_265202b0-1095-4d3d-8863-ac152368b590","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":4,"end":6,"exact":"冷却","quote":"これは、冷却設計として理にかなっている。熱は、発生源から放熱経路までの距離が短いほど逃がしやすい。従来のHBMのように、D2D PHYで発生した熱をコアダイや周辺構造を通して間接的に逃がす方式では、局所的なホット","quote_start":0,"quote_end":106,"text_sha256":"2b043ae0a9ffe7ea153b4def085303b0580cfbbc32f88af56bbc380768da444a","block_sha256":"2b043ae0a9ffe7ea153b4def085303b0580cfbbc32f88af56bbc380768da444a","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_78657238-b40f-4a7c-b670-325df3688f39/#blk_5360085d-a448-4c60-826f-9eb4e9a75196"},{"id":"occ_75e1603de58cff72cea7c785","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_78657238-b40f-4a7c-b670-325df3688f39","work_id":"wrk_70fbeeef-5587-4e6a-a017-b7e323d0b279","block_id":"blk_549d73c3-a095-47b9-841d-422a21706688","section_id":"sec_73c03144-c3da-4ce8-b8f7-ae5b3dc45650","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":57,"end":59,"exact":"冷却","quote":"サーバーの価格が上がる理由は、GPUダイだけではない。HBM、CoWoSや2.5Dパッケージング、基板、電源、冷却、ネットワーク部品が全て高付加価値化している。その中でもHBMは、供給制約と高単価が重なり、AIハードウェアの価格形成に大きく影響する。","quote_start":2,"quote_end":127,"text_sha256":"01880fbdf032853893a0f5025d3974c67bac5d245b4c53705bf04e2b033a241c","block_sha256":"01880fbdf032853893a0f5025d3974c67bac5d245b4c53705bf04e2b033a241c","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_78657238-b40f-4a7c-b670-325df3688f39/#blk_549d73c3-a095-47b9-841d-422a21706688"},{"id":"occ_8c1afebe408b81097cd88d6c","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_78657238-b40f-4a7c-b670-325df3688f39","work_id":"wrk_70fbeeef-5587-4e6a-a017-b7e323d0b279","block_id":"blk_604f2896-3542-4438-b41e-81cab5ace443","section_id":"sec_bab6b2c6-7e48-4ee8-99a3-70b8659dfcfc","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":25,"end":27,"exact":"冷却","quote":"SK hynixのiHBM/ICEが「熱源の近くに冷却要素を埋め込む」発想だとすれば、SamsungのHPBは「記憶の塔の中に熱の煙突を通す」発想に近い。","quote_start":0,"quote_end":77,"text_sha256":"4cdc5b572716785ed8ea8c5c5717e551ed2c06ee648ab28404ce98567947fcc2","block_sha256":"4cdc5b572716785ed8ea8c5c5717e551ed2c06ee648ab28404ce98567947fcc2","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_78657238-b40f-4a7c-b670-325df3688f39/#blk_604f2896-3542-4438-b41e-81cab5ace443"},{"id":"occ_f375d05fb9f53ead313da3c5","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_78657238-b40f-4a7c-b670-325df3688f39","work_id":"wrk_70fbeeef-5587-4e6a-a017-b7e323d0b279","block_id":"blk_66b609e5-180a-4be6-8546-d1c25a7cec0f","section_id":"sec_3a472444-b13f-4bbd-b116-2f6f1a05bcf3","layer":"code","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":91,"end":93,"exact":"冷却","quote":" ↓\nD2D PHY周辺の熱密度が上がる\n  ↓\nHBM5 / iHBM / HPB\n  ↓\nパッケージ内部に冷却経路を組み込む\n```","quote_start":36,"quote_end":104,"text_sha256":"e956105b38a16b25e9ad620255e9b21f6e3497d09ce00716293d0903cc5de3bb","block_sha256":"e956105b38a16b25e9ad620255e9b21f6e3497d09ce00716293d0903cc5de3bb","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_78657238-b40f-4a7c-b670-325df3688f39/#blk_66b609e5-180a-4be6-8546-d1c25a7cec0f"},{"id":"occ_88d345f0cab6e29ac7068e46","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_78657238-b40f-4a7c-b670-325df3688f39","work_id":"wrk_70fbeeef-5587-4e6a-a017-b7e323d0b279","block_id":"blk_7042fb75-cbeb-4b85-97e7-e1062eba401d","section_id":"sec_bab6b2c6-7e48-4ee8-99a3-70b8659dfcfc","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":10,"end":12,"exact":"冷却","quote":"つまりHBM5では、冷却構造そのものが製品性能の一部になる。","quote_start":0,"quote_end":30,"text_sha256":"e38820490468edd6b6b92e4689d6a5a2face6b54177d8920345ad99cf7e079c5","block_sha256":"e38820490468edd6b6b92e4689d6a5a2face6b54177d8920345ad99cf7e079c5","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_78657238-b40f-4a7c-b670-325df3688f39/#blk_7042fb75-cbeb-4b85-97e7-e1062eba401d"},{"id":"occ_7f099cd5e4699d8dd52880c8","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_78657238-b40f-4a7c-b670-325df3688f39","work_id":"wrk_70fbeeef-5587-4e6a-a017-b7e323d0b279","block_id":"blk_7a58fed1-3d32-4948-b946-a753953840d6","section_id":"sec_ba9bf084-fdaf-45ce-b46d-4132da5159ad","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":12,"end":14,"exact":"冷却","quote":"この発想は非常に重要だ。冷却は外から当てるものではなく、HBMパッケージ内部にあらかじめ組み込まれるものになりつつある。AIメモリは、もはやメモリセルだけで競争するものではなく、熱設計、パッケージング、量産性まで含めて競争する製","quote_start":0,"quote_end":114,"text_sha256":"f47fdbf354f1b234b9c23315b9015fa62d5a515d48de3a1845cd5da648e67f63","block_sha256":"f47fdbf354f1b234b9c23315b9015fa62d5a515d48de3a1845cd5da648e67f63","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_78657238-b40f-4a7c-b670-325df3688f39/#blk_7a58fed1-3d32-4948-b946-a753953840d6"},{"id":"occ_7f8d4775674f8ae3d45a1506","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_78657238-b40f-4a7c-b670-325df3688f39","work_id":"wrk_70fbeeef-5587-4e6a-a017-b7e323d0b279","block_id":"blk_8da2d26c-53d0-44ad-9332-a285e036e592","section_id":"sec_791a5e3c-6f37-4cad-9675-3dca0307a4d8","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":57,"end":59,"exact":"冷却","quote":"がってHBMの供給制約は、単に「DRAMラインを増やせば解決する」ものではない。ウェハ、積層、パッケージング、冷却、顧客認証、GPU側ロードマップの全てが揃わなければ、AI GPU向けHBMとして出荷できない。","quote_start":2,"quote_end":107,"text_sha256":"390f0bb379f428258df02eea9dc318268383a493da108d1d322d9c63b16c5f96","block_sha256":"390f0bb379f428258df02eea9dc318268383a493da108d1d322d9c63b16c5f96","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_78657238-b40f-4a7c-b670-325df3688f39/#blk_8da2d26c-53d0-44ad-9332-a285e036e592"},{"id":"occ_a674eaf4478e8d7c99f3a7da","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_78657238-b40f-4a7c-b670-325df3688f39","work_id":"wrk_70fbeeef-5587-4e6a-a017-b7e323d0b279","block_id":"blk_92fafa37-b754-4f13-a201-b910a1c6d52a","section_id":"sec_ba9bf084-fdaf-45ce-b46d-4132da5159ad","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":82,"end":84,"exact":"冷却","quote":"rated Cooling Elementsを組み込む。ICEは、電気を通しにくく、熱を通しやすい材料を用いた冷却要素である。SK hynixは、このICEを発熱が集中するD2D PHY領域に配置し、熱の専用経路を作ることで、熱抵抗を30%以上下げると説明している。([SK hynix][2])","quote_start":27,"quote_end":175,"text_sha256":"18dc18c895ea4ecd8bada31e2e0914126b9193002edc29024996a2b90d099575","block_sha256":"18dc18c895ea4ecd8bada31e2e0914126b9193002edc29024996a2b90d099575","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_78657238-b40f-4a7c-b670-325df3688f39/#blk_92fafa37-b754-4f13-a201-b910a1c6d52a"},{"id":"occ_711ce2cde52ea3dd37756e9f","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_78657238-b40f-4a7c-b670-325df3688f39","work_id":"wrk_70fbeeef-5587-4e6a-a017-b7e323d0b279","block_id":"blk_a6b407ad-d904-427e-8878-2a7ac52f3980","section_id":"sec_aff7d6ba-3890-4ea0-b8bf-0e3c832583e3","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":12,"end":14,"exact":"冷却","quote":"HBM、パッケージング、冷却、電源、基板、光通信、ラック設計まで含めた総合インフラが、AIの性能を決める。","quote_start":0,"quote_end":53,"text_sha256":"7143d6f2a37f360b64ac6cd879119b90c1a80a195bc13237961146ddf8319684","block_sha256":"7143d6f2a37f360b64ac6cd879119b90c1a80a195bc13237961146ddf8319684","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_78657238-b40f-4a7c-b670-325df3688f39/#blk_a6b407ad-d904-427e-8878-2a7ac52f3980"},{"id":"occ_5749da76c0e0661c74f1c67a","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_78657238-b40f-4a7c-b670-325df3688f39","work_id":"wrk_70fbeeef-5587-4e6a-a017-b7e323d0b279","block_id":"blk_a8396713-7487-49f6-ba48-88d109d2365a","section_id":"sec_265202b0-1095-4d3d-8863-ac152368b590","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":110,"end":112,"exact":"冷却","quote":"こと、顧客のGPU/ASICパッケージに組み込みやすいこと、そして供給量を確保できることが必要になる。どれだけ冷却性能が高くても、量産性が低ければ主要アクセラレータのロードマップには載りにくい。","quote_start":55,"quote_end":152,"text_sha256":"2dda0c9689350822ec6ad0db73b9c506f9181ebfe97504ac1bda2f9ac51505d3","block_sha256":"2dda0c9689350822ec6ad0db73b9c506f9181ebfe97504ac1bda2f9ac51505d3","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_78657238-b40f-4a7c-b670-325df3688f39/#blk_a8396713-7487-49f6-ba48-88d109d2365a"},{"id":"occ_53fece803538f9116ca23dca","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_78657238-b40f-4a7c-b670-325df3688f39","work_id":"wrk_70fbeeef-5587-4e6a-a017-b7e323d0b279","block_id":"blk_bc3f9ac2-6059-4236-a78e-afd2f2c7cb85","section_id":"sec_3a472444-b13f-4bbd-b116-2f6f1a05bcf3","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":43,"end":45,"exact":"冷却","quote":"その先に、iHBM/ICEやHBM5/HPBのような技術が出てくる。つまり、HBM5の冷却技術は、HBM4の成功によって必然的に生まれる問題への回答でもある。","quote_start":0,"quote_end":79,"text_sha256":"534c27484223bb96c375ff8bc4cb8ef7d5fcf33d120fe9c1c5c1979129647441","block_sha256":"534c27484223bb96c375ff8bc4cb8ef7d5fcf33d120fe9c1c5c1979129647441","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_78657238-b40f-4a7c-b670-325df3688f39/#blk_bc3f9ac2-6059-4236-a78e-afd2f2c7cb85"},{"id":"occ_568ff16537ab09b1511eca3f","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_78657238-b40f-4a7c-b670-325df3688f39","work_id":"wrk_70fbeeef-5587-4e6a-a017-b7e323d0b279","block_id":"blk_bf339edf-bcdb-4e62-8a71-48f99ca1647d","section_id":"sec_ba9bf084-fdaf-45ce-b46d-4132da5159ad","layer":"caption","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":17,"end":19,"exact":"冷却","quote":"![iHBMはD2D PHY近傍に冷却経路を埋め込む](media/25eb3634c363278c1b4a1089eff6513eb02f4276431128945b63092d967151d1.png)","quote_start":0,"quote_end":103,"text_sha256":"b389614b2100aa265e7d838f419a8ce462e9111afe0351f871e69dda9c89314c","block_sha256":"b389614b2100aa265e7d838f419a8ce462e9111afe0351f871e69dda9c89314c","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_78657238-b40f-4a7c-b670-325df3688f39/#blk_bf339edf-bcdb-4e62-8a71-48f99ca1647d"},{"id":"occ_6db9111e754a7b5a895751be","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_78657238-b40f-4a7c-b670-325df3688f39","work_id":"wrk_70fbeeef-5587-4e6a-a017-b7e323d0b279","block_id":"blk_cf4cd2e6-4c5b-414a-8195-f2904b6e2f67","section_id":"sec_791a5e3c-6f37-4cad-9675-3dca0307a4d8","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":166,"end":168,"exact":"冷却","quote":"る |\n| 先端パッケージング | CoWoS、2.5D、SiP、インターポーザ、先端基板に依存する |\n| 冷却構造 | HBM5ではiHBM/ICEやHPBのような内蔵冷却が製造難度を上げる |\n| 顧客認証 | GPU/XPU側ロードマップと歩調を合わせる必要がある |","quote_start":111,"quote_end":249,"text_sha256":"a4cc70cf9dbfd93d9d0597eb0d43fc79676e949317bab13fc528668ab968cb19","block_sha256":"a4cc70cf9dbfd93d9d0597eb0d43fc79676e949317bab13fc528668ab968cb19","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_78657238-b40f-4a7c-b670-325df3688f39/#blk_cf4cd2e6-4c5b-414a-8195-f2904b6e2f67"},{"id":"occ_915907ed7208fe0024649ac3","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_78657238-b40f-4a7c-b670-325df3688f39","work_id":"wrk_70fbeeef-5587-4e6a-a017-b7e323d0b279","block_id":"blk_d186c201-b97b-4fa3-a87a-ed1d43f13152","section_id":"sec_3a472444-b13f-4bbd-b116-2f6f1a05bcf3","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":15,"end":17,"exact":"冷却","quote":"HBM5は、熱を持つ記憶の塔に冷却器官を埋め込む技術である。","quote_start":0,"quote_end":30,"text_sha256":"e9ae3b5faaf597035f00f956c58c2561d659fdebf2259816165f49e39f102162","block_sha256":"e9ae3b5faaf597035f00f956c58c2561d659fdebf2259816165f49e39f102162","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_78657238-b40f-4a7c-b670-325df3688f39/#blk_d186c201-b97b-4fa3-a87a-ed1d43f13152"},{"id":"occ_130f797d63164e6d4652b02a","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_78657238-b40f-4a7c-b670-325df3688f39","work_id":"wrk_70fbeeef-5587-4e6a-a017-b7e323d0b279","block_id":"blk_df723886-0235-4350-9a1c-6a71ee0dc5b6","section_id":"sec_265202b0-1095-4d3d-8863-ac152368b590","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":11,"end":13,"exact":"冷却","quote":"つまり、HBM5世代の冷却競争は、ICE対HPBの単純な勝敗ではない。それは、AIの記憶の塔にどのような冷却器官と熱の通り道を組み込むかという、より大きなパッケージング競争である。","quote_start":0,"quote_end":90,"text_sha256":"259b1d0e94c49ce3d77c8cf3fdd3abcf5af8d11c4f0c53127618d2ca74ac8f55","block_sha256":"259b1d0e94c49ce3d77c8cf3fdd3abcf5af8d11c4f0c53127618d2ca74ac8f55","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_78657238-b40f-4a7c-b670-325df3688f39/#blk_df723886-0235-4350-9a1c-6a71ee0dc5b6"},{"id":"occ_647f204cfae6ee0cce36bfdc","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_78657238-b40f-4a7c-b670-325df3688f39","work_id":"wrk_70fbeeef-5587-4e6a-a017-b7e323d0b279","block_id":"blk_eb8a8a5d-3944-4db3-aabc-e3250d252937","section_id":"sec_265202b0-1095-4d3d-8863-ac152368b590","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":94,"end":96,"exact":"冷却","quote":"ではSamsungのHPBのような構造も無視できない。むしろ最終的には、D2D PHY付近をICEのように局所冷却し、スタック内部の熱をHPBのような経路で外部へ逃がす、複合的な熱設計が必要になる可能性がある。","quote_start":39,"quote_end":144,"text_sha256":"78483b213bd8d17f1869c472948c8c2449fe5eb92e1518bbca7a6cf3e95e1353","block_sha256":"78483b213bd8d17f1869c472948c8c2449fe5eb92e1518bbca7a6cf3e95e1353","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_78657238-b40f-4a7c-b670-325df3688f39/#blk_eb8a8a5d-3944-4db3-aabc-e3250d252937"},{"id":"occ_f81fbb69beb48133eb88bedc","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_793e83db-98e9-4062-b995-36674ef0d72b","work_id":"wrk_3360cbbd-2ca7-4c81-b55c-c9ea15bca260","block_id":"blk_21b61d68-3ff3-484b-abee-6c37a842b9ca","section_id":"sec_22e1ba4b-2678-44a4-85a0-c0dee6bbe5e1","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":150,"end":152,"exact":"冷却","quote":"TSVが組み合わされる。\n- 第2世代3D V-CacheではキャッシュをCPUの下へ移し、高発熱CPUコアを冷却面へ近づけた。\n- **Foveros Direct 3D**は、アクティブ・ベースダイへチップレットをCu-to-Cu接合するIntelの3Dプラットフォームである。\n- Foveros Direc","quote_start":95,"quote_end":252,"text_sha256":"743b39f6467c405beb68b12713cf2793b49b34ebe1b49439cab68a1dafa8fed4","block_sha256":"743b39f6467c405beb68b12713cf2793b49b34ebe1b49439cab68a1dafa8fed4","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_793e83db-98e9-4062-b995-36674ef0d72b/#blk_21b61d68-3ff3-484b-abee-6c37a842b9ca"},{"id":"occ_7fee540801959e79b6637875","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_793e83db-98e9-4062-b995-36674ef0d72b","work_id":"wrk_3360cbbd-2ca7-4c81-b55c-c9ea15bca260","block_id":"blk_8a03aedd-3535-4504-b89d-312adda3dac5","section_id":"sec_31a54534-0101-424a-8e0d-f205279736d7","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":65,"end":67,"exact":"冷却","quote":"は64MBのキャッシュメモリーをプロセッサーコアの下側へ移動した。これにより、発熱の大きなZen 5 CCDを冷却面へ近づけられる。([Advanced Micro Devices, Inc.](https://ir.amd.com/news-events/press-releases/detail/1225/t","quote_start":10,"quote_end":167,"text_sha256":"178bda5d7bf426337d5ca40661c90859eb361af8f6bbe7aefe41709c3190e410","block_sha256":"178bda5d7bf426337d5ca40661c90859eb361af8f6bbe7aefe41709c3190e410","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_793e83db-98e9-4062-b995-36674ef0d72b/#blk_8a03aedd-3535-4504-b89d-312adda3dac5"},{"id":"occ_76ae4c134672915a156fe6bf","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_793e83db-98e9-4062-b995-36674ef0d72b","work_id":"wrk_3360cbbd-2ca7-4c81-b55c-c9ea15bca260","block_id":"blk_986a6a45-f64f-45ab-892e-9a88c7807245","section_id":"sec_31a54534-0101-424a-8e0d-f205279736d7","layer":"code","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":10,"end":12,"exact":"冷却","quote":"```\n第1世代\n\n冷却面\n  ↑\nCache Die\n  ↑\nCPU CCD\n```","quote_start":0,"quote_end":43,"text_sha256":"30d8823811e18ab525eafaf6cc619a3e54f48379b19bb38c386e0bb39e42a3af","block_sha256":"30d8823811e18ab525eafaf6cc619a3e54f48379b19bb38c386e0bb39e42a3af","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_793e83db-98e9-4062-b995-36674ef0d72b/#blk_986a6a45-f64f-45ab-892e-9a88c7807245"},{"id":"occ_d3d4b908cfd56e3d2950b599","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_793e83db-98e9-4062-b995-36674ef0d72b","work_id":"wrk_3360cbbd-2ca7-4c81-b55c-c9ea15bca260","block_id":"blk_a003e86e-2a70-4050-af3e-a5f3b27b6c94","section_id":"sec_31a54534-0101-424a-8e0d-f205279736d7","layer":"code","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":10,"end":12,"exact":"冷却","quote":"```\n第2世代\n\n冷却面\n  ↑\nCPU CCD\n  ↑\nCache Die\n  ↑\nパッケージ\n```","quote_start":0,"quote_end":53,"text_sha256":"26f9e00669d380fb1ca07d1d73508dd4b58bc9a1b8c797cd29416e22e3246c36","block_sha256":"26f9e00669d380fb1ca07d1d73508dd4b58bc9a1b8c797cd29416e22e3246c36","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_793e83db-98e9-4062-b995-36674ef0d72b/#blk_a003e86e-2a70-4050-af3e-a5f3b27b6c94"},{"id":"occ_481e275d3710bf3bce16c1da","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_793e83db-98e9-4062-b995-36674ef0d72b","work_id":"wrk_3360cbbd-2ca7-4c81-b55c-c9ea15bca260","block_id":"blk_a020b5e7-0a39-4dbe-a711-d814764129a3","section_id":"sec_31a54534-0101-424a-8e0d-f205279736d7","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":41,"end":43,"exact":"冷却","quote":"初期の3D V-Cacheでは、追加キャッシュダイがCPU CCDの上側、すなわち冷却面に近い位置へ載っていた。","quote_start":0,"quote_end":56,"text_sha256":"1120db9c1ede7296f15ed37049b42d8880038d5b144ddc736bcc9f4abf3ec72a","block_sha256":"1120db9c1ede7296f15ed37049b42d8880038d5b144ddc736bcc9f4abf3ec72a","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_793e83db-98e9-4062-b995-36674ef0d72b/#blk_a020b5e7-0a39-4dbe-a711-d814764129a3"},{"id":"occ_927f98dc13bb8b11f8ad35ed","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_793e83db-98e9-4062-b995-36674ef0d72b","work_id":"wrk_3360cbbd-2ca7-4c81-b55c-c9ea15bca260","block_id":"blk_ce31a76c-ae4e-44f7-9a1e-8c7d51ed577d","section_id":"sec_f6272f71-07c9-437f-832a-966064c76f65","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":32,"end":34,"exact":"冷却","quote":"接合界面の熱抵抗が低くても、発熱ダイを複数層に積めば、内部の熱を冷却面へ逃がしにくくなる。","quote_start":0,"quote_end":45,"text_sha256":"20001327ebbac5c7415f56597033a6d0789f3e58e561f543413dc78f4fd3cddd","block_sha256":"20001327ebbac5c7415f56597033a6d0789f3e58e561f543413dc78f4fd3cddd","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_793e83db-98e9-4062-b995-36674ef0d72b/#blk_ce31a76c-ae4e-44f7-9a1e-8c7d51ed577d"},{"id":"occ_4575bed8c8a6e936efde8064","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_793e83db-98e9-4062-b995-36674ef0d72b","work_id":"wrk_3360cbbd-2ca7-4c81-b55c-c9ea15bca260","block_id":"blk_e5abbe2c-1b22-4f64-8ace-7a87a908e31b","section_id":"sec_31a54534-0101-424a-8e0d-f205279736d7","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":9,"end":11,"exact":"冷却","quote":"> **どのダイを冷却面へ近づけるか**","quote_start":0,"quote_end":20,"text_sha256":"4c8d9a24d78044c4d27a0a50325c1d7b1c27a08702936ff55c00e96461b528f0","block_sha256":"4c8d9a24d78044c4d27a0a50325c1d7b1c27a08702936ff55c00e96461b528f0","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_793e83db-98e9-4062-b995-36674ef0d72b/#blk_e5abbe2c-1b22-4f64-8ace-7a87a908e31b"},{"id":"occ_d32253384996cdb672de972f","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_7cb9ce1e-1af9-43d5-a7ec-083ddf3b94e9","work_id":"wrk_1ea26a09-141b-4021-a243-2507ab20341b","block_id":"blk_4203a883-8706-4ede-a3d2-4b3b38818380","section_id":"sec_93bc6a0b-8e55-4090-96c6-4bd922d91d56","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却","液冷"],"evidence":{"text_basis":"markdown","start":24,"end":26,"exact":"液冷","quote":"電力が入れば、ほぼ同じだけ熱になります。\nだから液冷、CDU、チラー、熱交換器、ポンプ、冷却プレート、リアドア熱交換器が重要になります。","quote_start":0,"quote_end":68,"text_sha256":"cc881379d05201f3df08595503505bb459eec403f957a1b10421e18531a22cdb","block_sha256":"cc881379d05201f3df08595503505bb459eec403f957a1b10421e18531a22cdb","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_7cb9ce1e-1af9-43d5-a7ec-083ddf3b94e9/#blk_4203a883-8706-4ede-a3d2-4b3b38818380"},{"id":"occ_793873941eca1eda5484466d","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_7cb9ce1e-1af9-43d5-a7ec-083ddf3b94e9","work_id":"wrk_1ea26a09-141b-4021-a243-2507ab20341b","block_id":"blk_42360a68-bdfe-4ad6-ad6a-e799ad3fe61f","section_id":"sec_f6f4260d-bd84-4d9d-87f4-641d1241aa84","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":43,"end":45,"exact":"冷却","quote":"AIデータセンターは電力負荷として非常に特殊です。学習ジョブ、推論ジョブ、バッチ処理、冷却、蓄電池、UPSを組み合わせると、電力需要をある程度制御できます。","quote_start":0,"quote_end":78,"text_sha256":"e97481703dff32deb5891fb185ef86962808726a1ae2305f5ccda172210c2a74","block_sha256":"e97481703dff32deb5891fb185ef86962808726a1ae2305f5ccda172210c2a74","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_7cb9ce1e-1af9-43d5-a7ec-083ddf3b94e9/#blk_42360a68-bdfe-4ad6-ad6a-e799ad3fe61f"},{"id":"occ_9a1aba0b63dfd15df4b0c6d9","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_7cb9ce1e-1af9-43d5-a7ec-083ddf3b94e9","work_id":"wrk_1ea26a09-141b-4021-a243-2507ab20341b","block_id":"blk_74f817ba-ccc2-4a08-8cf2-0c3697ecbc53","section_id":"sec_3144cf23-cede-497b-a8b5-3ef541322256","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":83,"end":85,"exact":"冷却","quote":"**\n**何年で系統接続できるか**\n**電気料金を誰が負担するか**\n**住民反対をどう処理するか**\n**冷却と水をどうするか**","quote_start":28,"quote_end":95,"text_sha256":"e579aff83a768138673db99f04ce279d1ef3ae915d2bae4e5d583943a0c5d4cb","block_sha256":"e579aff83a768138673db99f04ce279d1ef3ae915d2bae4e5d583943a0c5d4cb","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_7cb9ce1e-1af9-43d5-a7ec-083ddf3b94e9/#blk_74f817ba-ccc2-4a08-8cf2-0c3697ecbc53"},{"id":"occ_d08f5ea5627bc2b71499a1ae","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_7cb9ce1e-1af9-43d5-a7ec-083ddf3b94e9","work_id":"wrk_1ea26a09-141b-4021-a243-2507ab20341b","block_id":"blk_922620f6-d233-4e54-91df-4fd8d78c2861","section_id":"sec_6ed6e509-cc2b-4c72-b836-2014f08c2a6b","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":53,"end":55,"exact":"冷却","quote":"AIデータセンターは停止を嫌います。完全に独立系統にすると、発電設備、燃料供給、冗長性、蓄電、非常用発電、冷却まで全部自前で責任を持つ必要があります。","quote_start":0,"quote_end":75,"text_sha256":"2405f5d4c2d68f4dff08d53815c0a10711205e3c379c306e8b35c1c63e39818e","block_sha256":"2405f5d4c2d68f4dff08d53815c0a10711205e3c379c306e8b35c1c63e39818e","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_7cb9ce1e-1af9-43d5-a7ec-083ddf3b94e9/#blk_922620f6-d233-4e54-91df-4fd8d78c2861"},{"id":"occ_cdc4d10c422b8384da77b835","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_7cb9ce1e-1af9-43d5-a7ec-083ddf3b94e9","work_id":"wrk_1ea26a09-141b-4021-a243-2507ab20341b","block_id":"blk_96c0f898-f585-4d5c-bdcc-708f1116dba1","section_id":"sec_93bc6a0b-8e55-4090-96c6-4bd922d91d56","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":3,"end":5,"exact":"冷却","quote":"## 冷却","quote_start":0,"quote_end":5,"text_sha256":"7713e34475ccaba8af17f44eade0b8460753e8f82c859f28a56fbfa193e2e7f3","block_sha256":"7713e34475ccaba8af17f44eade0b8460753e8f82c859f28a56fbfa193e2e7f3","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_7cb9ce1e-1af9-43d5-a7ec-083ddf3b94e9/#blk_96c0f898-f585-4d5c-bdcc-708f1116dba1"},{"id":"occ_24c7791bb32cf86327f76abe","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_7cb9ce1e-1af9-43d5-a7ec-083ddf3b94e9","work_id":"wrk_1ea26a09-141b-4021-a243-2507ab20341b","block_id":"blk_ba272048-688c-4756-bca0-5083248ac46a","section_id":"sec_d779185d-47b5-4f86-89c4-21f79f03112b","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":16,"end":18,"exact":"冷却","quote":"**安定電源、変電所、送電容量、冷却、水、非常用電源、蓄電池、許認可**","quote_start":0,"quote_end":36,"text_sha256":"aaf2aae3d07145e81ff9eabd5b2c14565f6639c2af542cd30f401099118b8dcc","block_sha256":"aaf2aae3d07145e81ff9eabd5b2c14565f6639c2af542cd30f401099118b8dcc","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_7cb9ce1e-1af9-43d5-a7ec-083ddf3b94e9/#blk_ba272048-688c-4756-bca0-5083248ac46a"},{"id":"occ_997ef098e2681ce2128b8293","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_7cb9ce1e-1af9-43d5-a7ec-083ddf3b94e9","work_id":"wrk_1ea26a09-141b-4021-a243-2507ab20341b","block_id":"blk_ca83734e-9d9c-4399-ad6d-752e1e22f9bb","section_id":"sec_3144cf23-cede-497b-a8b5-3ef541322256","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":47,"end":49,"exact":"冷却","quote":"つまり、AI Factoryの勝者は「GPUを買える企業」ではなく、\n**電力、土地、許認可、冷却、送電、顧客契約まで束ねられる企業**\nになっていきます。","quote_start":0,"quote_end":78,"text_sha256":"e36468794da933ba3e6dfb0043c14cfe2780a4f26f7f557972372bcf3626ecf3","block_sha256":"e36468794da933ba3e6dfb0043c14cfe2780a4f26f7f557972372bcf3626ecf3","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_7cb9ce1e-1af9-43d5-a7ec-083ddf3b94e9/#blk_ca83734e-9d9c-4399-ad6d-752e1e22f9bb"},{"id":"occ_bf1112b8fc88f2c2ffd7257b","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_7cb9ce1e-1af9-43d5-a7ec-083ddf3b94e9","work_id":"wrk_1ea26a09-141b-4021-a243-2507ab20341b","block_id":"blk_ccf529ca-73b6-4ce1-9b97-8d5d94c973ed","section_id":"sec_af95ebde-b6c8-4420-a0ed-bc65bfdd2064","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":24,"end":26,"exact":"冷却","quote":"**発電所 + 変電所 + データセンター + 冷却施設 + セキュリティ施設**","quote_start":0,"quote_end":41,"text_sha256":"9b3f0ecdde5f98900181a6bc6963f5a23c76c9ca4b6548076a62ff56faf3812b","block_sha256":"9b3f0ecdde5f98900181a6bc6963f5a23c76c9ca4b6548076a62ff56faf3812b","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_7cb9ce1e-1af9-43d5-a7ec-083ddf3b94e9/#blk_ccf529ca-73b6-4ce1-9b97-8d5d94c973ed"},{"id":"occ_0d0ce60fa9fa817d374561ca","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_7cb9ce1e-1af9-43d5-a7ec-083ddf3b94e9","work_id":"wrk_1ea26a09-141b-4021-a243-2507ab20341b","block_id":"blk_de87feeb-c1f1-4553-a167-e855a1cbc3c0","section_id":"sec_360a2a4f-010d-4fff-a07d-bae0ab81ebd5","layer":"body","character_id":null,"count":1,"matched_aliases":["水冷"],"evidence":{"text_basis":"markdown","start":87,"end":89,"exact":"水冷","quote":"力**\n* **燃料電池**\n* **将来的なSMR/マイクロ炉**\n* **自営変電・配電設備**\n* **水冷・熱管理**","quote_start":32,"quote_end":95,"text_sha256":"d60cdae6c1006988c77b68395f3563db777ec215dfc1a3f45994ec3066790dd2","block_sha256":"d60cdae6c1006988c77b68395f3563db777ec215dfc1a3f45994ec3066790dd2","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_7cb9ce1e-1af9-43d5-a7ec-083ddf3b94e9/#blk_de87feeb-c1f1-4553-a167-e855a1cbc3c0"},{"id":"occ_caff9445e0c73e2afdc2108e","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_7cb9ce1e-1af9-43d5-a7ec-083ddf3b94e9","work_id":"wrk_1ea26a09-141b-4021-a243-2507ab20341b","block_id":"blk_e49e6b12-646c-4386-9fa2-cf6c58cd5420","section_id":"sec_14aa09d3-cb53-418b-aaf3-b0cd72ec978c","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":60,"end":62,"exact":"液冷","quote":"伸びるのは、GPUメーカーだけでなく、\n**原子力、ガスタービン、地熱、蓄電池、変圧器、スイッチギア、UPS、液冷、データセンターEPC、光通信、セキュアAI運用**\nです。","quote_start":5,"quote_end":92,"text_sha256":"1e012f6268e7b8277d41300c9f11ba6461c88a74e96cd0ce134c7d778993677c","block_sha256":"1e012f6268e7b8277d41300c9f11ba6461c88a74e96cd0ce134c7d778993677c","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_7cb9ce1e-1af9-43d5-a7ec-083ddf3b94e9/#blk_e49e6b12-646c-4386-9fa2-cf6c58cd5420"},{"id":"occ_6f37d84dbf22eda31acc78a8","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_7d6d4b5c-60bd-44d9-a7c5-ea8b8feb6dd2","work_id":"wrk_903d8c2f-b74b-40ab-ae34-1de2fa31df84","block_id":"blk_c528e802-a8b4-4578-bbe7-633a12c52e43","section_id":"sec_518dd53a-87e7-477e-ae4d-04bf71b86b07","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":133,"end":135,"exact":"冷却","quote":"AM/HBMが本質的に揮発・リフレッシュを要することへの対置として、“推論の常時稼働”で効くTCO要素（電力・冷却・容量当たりコスト）を取りに行く設計思想です。","quote_start":78,"quote_end":158,"text_sha256":"666cbd71ffc36534a86d67c260a7596a2ac4b136ed962c4f4b7c86f31bb352d2","block_sha256":"666cbd71ffc36534a86d67c260a7596a2ac4b136ed962c4f4b7c86f31bb352d2","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_7d6d4b5c-60bd-44d9-a7c5-ea8b8feb6dd2/#blk_c528e802-a8b4-4578-bbe7-633a12c52e43"},{"id":"occ_4d6c55672d03bbe61a049328","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_7fd87260-401e-4d9b-830d-373e2a334bb7","work_id":"wrk_043383ac-e6be-4702-8cbf-cd5785e078f1","block_id":"blk_0053666e-d2c0-42cd-aff7-3029442a3ba4","section_id":"sec_ae1ccc26-041f-4294-b78f-4447900f8a6f","layer":"character","character_id":"sil_kathna","count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":25,"end":27,"exact":"冷却","quote":"発射台、燃料、配管、鋼、溶接、工場、電池、変電所、冷却水。人々はそれらを泥臭いものと呼ぶ。しかし計算する文明は、その泥の上にしか立てない。","quote_start":0,"quote_end":69,"text_sha256":"76d30a7cfa60c6312ceb37bd15e63496737db7d470cb026bb748b6228b5d889d","block_sha256":"76d30a7cfa60c6312ceb37bd15e63496737db7d470cb026bb748b6228b5d889d","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_7fd87260-401e-4d9b-830d-373e2a334bb7/#blk_0053666e-d2c0-42cd-aff7-3029442a3ba4"},{"id":"occ_0a2d7df6926673d0df48c36b","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_7fd87260-401e-4d9b-830d-373e2a334bb7","work_id":"wrk_043383ac-e6be-4702-8cbf-cd5785e078f1","block_id":"blk_183d4224-c756-471f-a5a4-b1f4668e0cd7","section_id":"sec_6844acf6-6ddf-475c-b0e1-edbf360df5ca","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":8,"end":10,"exact":"冷却","quote":"第2層は、電力、冷却、データセンター、工場である。Tesla Megapack、変電設備、冷却水、発電設備、データセンター施工、ラック、ケーブル、パワーエレクトロニクスがここに入る。","quote_start":0,"quote_end":91,"text_sha256":"19608d26996d1cd25bc0bf9b429eb058e7a1bb132fcabb4c36c7755ccd08a7d8","block_sha256":"19608d26996d1cd25bc0bf9b429eb058e7a1bb132fcabb4c36c7755ccd08a7d8","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_7fd87260-401e-4d9b-830d-373e2a334bb7/#blk_183d4224-c756-471f-a5a4-b1f4668e0cd7"},{"id":"occ_bca3d70585e2f8c976926307","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_7fd87260-401e-4d9b-830d-373e2a334bb7","work_id":"wrk_043383ac-e6be-4702-8cbf-cd5785e078f1","block_id":"blk_3d72923e-188b-4d08-ae10-a2cdf17e44a4","section_id":"sec_e31ab46a-6c08-4905-9ef4-d69ba1097854","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":58,"end":60,"exact":"冷却","quote":"デルを大きくするにはGPUが必要。GPUを動かすには電力が必要。電力を使うには変電設備が必要。発熱を逃がすには冷却が必要。冷却には水や熱交換設備が必要。全体を動かすには建設、配線、ラック、施工人材が必要。","quote_start":3,"quote_end":105,"text_sha256":"f360fba710ad02326c54aa2fd232cd09e1370416c901f1152d1e9bf9ec648a57","block_sha256":"f360fba710ad02326c54aa2fd232cd09e1370416c901f1152d1e9bf9ec648a57","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_7fd87260-401e-4d9b-830d-373e2a334bb7/#blk_3d72923e-188b-4d08-ae10-a2cdf17e44a4"},{"id":"occ_2298bba4ad0782e3701f3f05","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_7fd87260-401e-4d9b-830d-373e2a334bb7","work_id":"wrk_043383ac-e6be-4702-8cbf-cd5785e078f1","block_id":"blk_4fb584d5-b338-4fbd-8f3a-3088ee628c63","section_id":"sec_7aac9507-77e1-47b6-8f56-e99dc2c2e841","layer":"character","character_id":"zetu_noia","count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":45,"end":47,"exact":"冷却","quote":"AIは、モデルとアプリだけで成り立たない。GPUを置く床、電力を受ける変電設備、熱を逃がす冷却、通信を支える衛星網、工場を動かす人間と物流が必要になる。","quote_start":0,"quote_end":76,"text_sha256":"1e5595f3cb4066a33ccb8087acb7732cc5a57967421ac95a56806f866ea2fc46","block_sha256":"1e5595f3cb4066a33ccb8087acb7732cc5a57967421ac95a56806f866ea2fc46","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_7fd87260-401e-4d9b-830d-373e2a334bb7/#blk_4fb584d5-b338-4fbd-8f3a-3088ee628c63"},{"id":"occ_51565aa58b09a01ce9a64f15","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_7fd87260-401e-4d9b-830d-373e2a334bb7","work_id":"wrk_043383ac-e6be-4702-8cbf-cd5785e078f1","block_id":"blk_607e5cee-d0c7-4abe-8b8b-2b46f40df772","section_id":"sec_e31ab46a-6c08-4905-9ef4-d69ba1097854","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":40,"end":42,"exact":"冷却","quote":"AI時代に必要なのは、賢いモデルだけではない。一番速くGPUを並べ、電力を取り、冷却し、工場を建て、通信し、物理世界に実装できる会社である。","quote_start":0,"quote_end":70,"text_sha256":"47b76d0799be0fa57be85678f7338f8bb6fe49544a7b8a3dffbae9173e9b7724","block_sha256":"47b76d0799be0fa57be85678f7338f8bb6fe49544a7b8a3dffbae9173e9b7724","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_7fd87260-401e-4d9b-830d-373e2a334bb7/#blk_607e5cee-d0c7-4abe-8b8b-2b46f40df772"},{"id":"occ_d55cec5a03240795686b4895","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_7fd87260-401e-4d9b-830d-373e2a334bb7","work_id":"wrk_043383ac-e6be-4702-8cbf-cd5785e078f1","block_id":"blk_8f6cf7c9-68cc-408d-ae4b-4a38295ee5d5","section_id":"sec_75e4ce48-0813-431c-aae1-aea9b9d0cc4f","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":36,"end":38,"exact":"冷却","quote":"これからのAI企業は、賢いモデルを作るだけでは足りない。電力を取れるか。冷却できるか。データセンターを建てられるか。GPUを確保できるか。通信網を持てるか。ロボットや車に実装できるか。半導体供給を押さえられるか。","quote_start":0,"quote_end":106,"text_sha256":"44bbb53e99373ad910db9774dc6005fefaf7b7f0c0ef93bb46cd5dc2e54be9e6","block_sha256":"44bbb53e99373ad910db9774dc6005fefaf7b7f0c0ef93bb46cd5dc2e54be9e6","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_7fd87260-401e-4d9b-830d-373e2a334bb7/#blk_8f6cf7c9-68cc-408d-ae4b-4a38295ee5d5"},{"id":"occ_e713366ff14f588e479f073c","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_7fd87260-401e-4d9b-830d-373e2a334bb7","work_id":"wrk_043383ac-e6be-4702-8cbf-cd5785e078f1","block_id":"blk_d1eeb056-cd5c-4e8d-89dc-9b2dec0db99c","section_id":"sec_6844acf6-6ddf-475c-b0e1-edbf360df5ca","layer":"code","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":71,"end":73,"exact":"冷却","quote":"/ 顧客接点\n第4層：AIモデル / ソフトウェア\n第3層：計算資源 / 通信ネットワーク\n第2層：電力 / 冷却 / データセンター / 工場\n第1層：土地 / 建設 / 配管 / 物流 / 許認可 / 現場実行\n```","quote_start":16,"quote_end":127,"text_sha256":"0cb35de9135ab6220205bb87a469c69ab39bfdf7b7b12954a77f8e809a25919d","block_sha256":"0cb35de9135ab6220205bb87a469c69ab39bfdf7b7b12954a77f8e809a25919d","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_7fd87260-401e-4d9b-830d-373e2a334bb7/#blk_d1eeb056-cd5c-4e8d-89dc-9b2dec0db99c"},{"id":"occ_12fa372cdf60172cb6aa066b","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_84a77d25-ab82-4d74-abb1-c248dd75257f","work_id":"wrk_81581cb4-a4e2-4f51-afae-e8f5e3c41099","block_id":"blk_07408c26-5b27-4228-87ea-76219ac15bf1","section_id":"sec_ea9657ad-cb82-4263-94b2-059953e1c522","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":34,"end":36,"exact":"液冷","quote":"この年に確認されるのは、HBM、ガラスコア基板、光インターコネクト、液冷、電力、データセンターの建設進捗だけではない。  \nもっと大きいのは、アメリカという国家が、AIインフラをどこまで背負い続けられるのかという政治的な確認である。","quote_start":0,"quote_end":116,"text_sha256":"3e790300a4204ccdfb820986b5de9e32a1ab5304beb4ea40ff2970fce3b39680","block_sha256":"3e790300a4204ccdfb820986b5de9e32a1ab5304beb4ea40ff2970fce3b39680","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_84a77d25-ab82-4d74-abb1-c248dd75257f/#blk_07408c26-5b27-4228-87ea-76219ac15bf1"},{"id":"occ_4088bd0e60fb641c2b2d8ad3","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_84a77d25-ab82-4d74-abb1-c248dd75257f","work_id":"wrk_81581cb4-a4e2-4f51-afae-e8f5e3c41099","block_id":"blk_19ff3d47-ac8c-45d9-9aca-af2bd603f9f4","section_id":"sec_ba536da6-3a6a-4725-adaf-46172683a506","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":46,"end":48,"exact":"液冷","quote":"HBM。  \n先端パッケージ。  \n光通信。  \n変圧器。  \n送電。  \n電源装置。  \n液冷。  \n原子力。  \nガス発電。  \nサイバー防衛。  \n政府・軍事向けAI。  \n国内半導体製造。  \nAIインフラの効率化技術。","quote_start":0,"quote_end":114,"text_sha256":"587ce5f25cbaae099424a609d00f52392719a69af96b1821ca69c2010f1f6913","block_sha256":"587ce5f25cbaae099424a609d00f52392719a69af96b1821ca69c2010f1f6913","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_84a77d25-ab82-4d74-abb1-c248dd75257f/#blk_19ff3d47-ac8c-45d9-9aca-af2bd603f9f4"},{"id":"occ_97bef35dc36391d6c1565b1d","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_84a77d25-ab82-4d74-abb1-c248dd75257f","work_id":"wrk_81581cb4-a4e2-4f51-afae-e8f5e3c41099","block_id":"blk_3c5614d7-03a8-4b36-9c13-ef3006df5c9a","section_id":"sec_ea9657ad-cb82-4263-94b2-059953e1c522","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":50,"end":52,"exact":"液冷","quote":"GPUが足りない。  \nHBMが足りない。  \nCoWoSが足りない。  \n変圧器が足りない。  \n液冷が足りない。  \n電力が足りない。","quote_start":0,"quote_end":69,"text_sha256":"a319b417530ae182e467b8f41a11cfd8c9b715f2b788a13dc012fd5055097d8e","block_sha256":"a319b417530ae182e467b8f41a11cfd8c9b715f2b788a13dc012fd5055097d8e","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_84a77d25-ab82-4d74-abb1-c248dd75257f/#blk_3c5614d7-03a8-4b36-9c13-ef3006df5c9a"},{"id":"occ_0885cdd350fe055a9df3c308","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_84a77d25-ab82-4d74-abb1-c248dd75257f","work_id":"wrk_81581cb4-a4e2-4f51-afae-e8f5e3c41099","block_id":"blk_4a118e3d-00f0-4985-ae72-828d463d325d","section_id":"sec_3a631e65-5ddb-4349-b603-baaccefc3eb7","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":51,"end":53,"exact":"液冷","quote":"第四に、電力不足がどこまで深刻化するか。  \n変圧器、送電、発電、系統接続、ガス発電、原子力、蓄電池、液冷が本当にAIインフラの主役になるか。","quote_start":0,"quote_end":71,"text_sha256":"ce38312d1d3b6a87d907f64779fd702be3341cef795406f3366cc09db0709fdc","block_sha256":"ce38312d1d3b6a87d907f64779fd702be3341cef795406f3366cc09db0709fdc","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_84a77d25-ab82-4d74-abb1-c248dd75257f/#blk_4a118e3d-00f0-4985-ae72-828d463d325d"},{"id":"occ_a29653050c503f56c0348e77","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_84a77d25-ab82-4d74-abb1-c248dd75257f","work_id":"wrk_81581cb4-a4e2-4f51-afae-e8f5e3c41099","block_id":"blk_723ffc2f-8564-4747-81b6-1527d1d9439c","section_id":"sec_c1c7e718-e13c-4d41-ae24-abb76abb9cab","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":18,"end":20,"exact":"液冷","quote":"AIインフラ投資家は、半導体、電源、液冷、光通信、HBMを見ている。  \nしかし有権者は、電気代、家計、ガソリン価格、水資源、雇用、地域環境を見ている。","quote_start":0,"quote_end":76,"text_sha256":"093437bb8eeb9cea5a0935d0ea392ceeb585f8915d804832f160ec0af7bca7f8","block_sha256":"093437bb8eeb9cea5a0935d0ea392ceeb585f8915d804832f160ec0af7bca7f8","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_84a77d25-ab82-4d74-abb1-c248dd75257f/#blk_723ffc2f-8564-4747-81b6-1527d1d9439c"},{"id":"occ_ae8c5e11d3545dc7f677862b","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_84a77d25-ab82-4d74-abb1-c248dd75257f","work_id":"wrk_81581cb4-a4e2-4f51-afae-e8f5e3c41099","block_id":"blk_797f91c1-337b-4469-9356-bfec7a2ed04c","section_id":"sec_01761af6-c33f-416b-a595-aad2f9890121","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":65,"end":67,"exact":"液冷","quote":"フラ、ガス発電、原子力、対中AI競争、同盟国AI輸出、国内半導体製造が強くなる。  \n市場はHBM、電力、光、液冷、先端パッケージ、カスタムASICを買いやすい。","quote_start":10,"quote_end":91,"text_sha256":"b7f23f7c111c265aa1ccc4a430829390e1d251c0fccf192295c085270e187167","block_sha256":"b7f23f7c111c265aa1ccc4a430829390e1d251c0fccf192295c085270e187167","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_84a77d25-ab82-4d74-abb1-c248dd75257f/#blk_797f91c1-337b-4469-9356-bfec7a2ed04c"},{"id":"occ_5f02917110c8e2c5829ab747","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_84a77d25-ab82-4d74-abb1-c248dd75257f","work_id":"wrk_81581cb4-a4e2-4f51-afae-e8f5e3c41099","block_id":"blk_b11d95e4-d73a-43ea-bcdc-201ea5f09165","section_id":"sec_7ef253af-8740-41e4-80fc-98a45b5f3d08","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":29,"end":31,"exact":"液冷","quote":"データセンター、電力会社、送電、変圧器、天然ガス、原子力、液冷、AIサーバー、HBM、先端パッケージ、光通信、カスタムASICに資金が流れやすい。  \n「AIを建てること」が国家政策になるからだ。","quote_start":0,"quote_end":98,"text_sha256":"fb4cba2170d07a0508791b1a98eacffb5a334eda1ea575716e5c47f92e4d4d0e","block_sha256":"fb4cba2170d07a0508791b1a98eacffb5a334eda1ea575716e5c47f92e4d4d0e","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_84a77d25-ab82-4d74-abb1-c248dd75257f/#blk_b11d95e4-d73a-43ea-bcdc-201ea5f09165"},{"id":"occ_7d4c8939b9acfc637a453f41","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_84a77d25-ab82-4d74-abb1-c248dd75257f","work_id":"wrk_81581cb4-a4e2-4f51-afae-e8f5e3c41099","block_id":"blk_c62e9c35-08e4-43bf-9c9e-5cfab1eca697","section_id":"sec_bfe1c336-70b6-4cfb-891d-939dba3bd544","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":103,"end":105,"exact":"液冷","quote":"ビッグテックやAIモデル企業には規制圧力がかかる。  \n一方で、送電網、クリーン電力、原子力、蓄電池、効率化、液冷、AI安全評価、政府認証、サイバー防衛はむしろ強くなる可能性がある。","quote_start":48,"quote_end":139,"text_sha256":"2bed4b9088b2176bbf00b5a868a5e4b775bd87cf1119a5c80dc4b5856b4e3bac","block_sha256":"2bed4b9088b2176bbf00b5a868a5e4b775bd87cf1119a5c80dc4b5856b4e3bac","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_84a77d25-ab82-4d74-abb1-c248dd75257f/#blk_c62e9c35-08e4-43bf-9c9e-5cfab1eca697"},{"id":"occ_3d9125e554ad76b207ed55e4","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_8c9a8f7a-e00e-4b6d-b58d-ba3e89e02608","work_id":"wrk_a3440338-a420-4877-947f-8193ae66700c","block_id":"blk_07535b65-6848-4680-a7f8-79f9dedc86be","section_id":"sec_938763d4-2933-47ba-aa0a-359fce7f4c6b","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":103,"end":105,"exact":"冷却","quote":"力消費を少し上回る規模になると予測しています。これはAIが単なるソフトウェア産業ではなく、電力・土地・送電網・冷却・半導体を飲み込む重工業化した産業になっていることを示します。([IEA](https://www.iea.org/reports/energy-and-ai/executive-summary?ut","quote_start":48,"quote_end":205,"text_sha256":"6ca0481a5d4ea4888d925dc12896361f4611a2ac3b6d85bd7b2da5499e46f470","block_sha256":"6ca0481a5d4ea4888d925dc12896361f4611a2ac3b6d85bd7b2da5499e46f470","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_8c9a8f7a-e00e-4b6d-b58d-ba3e89e02608/#blk_07535b65-6848-4680-a7f8-79f9dedc86be"},{"id":"occ_cec6d4873706efd30ee6570c","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_8c9a8f7a-e00e-4b6d-b58d-ba3e89e02608","work_id":"wrk_a3440338-a420-4877-947f-8193ae66700c","block_id":"blk_bdf590a2-0ef7-4f92-b5de-d5b734120937","section_id":"sec_74ad8966-bc82-490a-b673-ea77051b79bf","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":134,"end":136,"exact":"冷却","quote":"識もありません。しかし、AIという現象を成立させるには、GPU、HBM、先端パッケージ、データセンター、電力、冷却、ネットワーク、ストレージが必要です。","quote_start":79,"quote_end":155,"text_sha256":"3556bde458f61b5d64812fb21bd1ce62e721aefa9fb6d3b51cd5e2a235158bb4","block_sha256":"3556bde458f61b5d64812fb21bd1ce62e721aefa9fb6d3b51cd5e2a235158bb4","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_8c9a8f7a-e00e-4b6d-b58d-ba3e89e02608/#blk_bdf590a2-0ef7-4f92-b5de-d5b734120937"},{"id":"occ_bdb767cc059c48ee4d2434a1","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_8c9a8f7a-e00e-4b6d-b58d-ba3e89e02608","work_id":"wrk_a3440338-a420-4877-947f-8193ae66700c","block_id":"blk_fb1401f2-c3d5-4811-955d-de28c0cab048","section_id":"sec_74ad8966-bc82-490a-b673-ea77051b79bf","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":86,"end":88,"exact":"冷却","quote":"C  \n→ HBM / DRAM / NAND  \n→ 先端半導体製造  \n→ データセンター  \n→ 電力・冷却  \n→ 光通信・ネットワーク  \n→ クラウド・セキュリティ**","quote_start":31,"quote_end":121,"text_sha256":"0e31196d55040ed5cd906b487fda2db2ffea9c8baede7d7c34de42057a57cc05","block_sha256":"0e31196d55040ed5cd906b487fda2db2ffea9c8baede7d7c34de42057a57cc05","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_8c9a8f7a-e00e-4b6d-b58d-ba3e89e02608/#blk_fb1401f2-c3d5-4811-955d-de28c0cab048"},{"id":"occ_e0ff4eb0b9e61d43a46b50ec","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_8f8ffd4e-00d7-47a6-9906-ce0fa86b3835","work_id":"wrk_eaab3954-2ccc-46a2-902f-fbbd679471b9","block_id":"blk_13930b9d-af7e-498d-adfd-5d379963d58a","section_id":"sec_107b4599-d764-4e9a-85dd-b09b1e9ab740","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":21,"end":23,"exact":"冷却","quote":"それでも個人が複数のH200ノード、電力、冷却、高速ネットワークを保有するより、クラウドから必要な分だけ購入する方が合理的な場合が多い。","quote_start":0,"quote_end":68,"text_sha256":"8f7dd0bd20226370ce62aa4da60c2f45b9cec7009dafd35651e12f3fcb9b7bc7","block_sha256":"8f7dd0bd20226370ce62aa4da60c2f45b9cec7009dafd35651e12f3fcb9b7bc7","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_8f8ffd4e-00d7-47a6-9906-ce0fa86b3835/#blk_13930b9d-af7e-498d-adfd-5d379963d58a"},{"id":"occ_822b924b083cd8133988e447","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_8f8ffd4e-00d7-47a6-9906-ce0fa86b3835","work_id":"wrk_eaab3954-2ccc-46a2-902f-fbbd679471b9","block_id":"blk_15add398-bb15-4ad2-afa7-bcbb9f9e6745","section_id":"sec_685e719e-7712-4bda-aded-4ab2ae280bc4","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":68,"end":70,"exact":"冷却","quote":"ifiedBus\n- CXMT\n- YMTC\n- 国内装置\n- 国内クラウド\n- 国産モデル\n- 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Ethernet、ストレージ、セキュリティ、液冷、ラック設計までを含む、AI工場向けの統合システムである。","quote_start":47,"quote_end":133,"text_sha256":"301e0bf2ba52f2d9132225d9b6b4df8fa8a4dc44ce283f4946642ebd428f0594","block_sha256":"301e0bf2ba52f2d9132225d9b6b4df8fa8a4dc44ce283f4946642ebd428f0594","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_90fb7b96-f10b-43df-a612-0c23e8a50740/#blk_560099c0-0fbf-477c-a63c-a77442ce0aa6"},{"id":"occ_e3280873c4dc47ed5d7731e7","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_90fb7b96-f10b-43df-a612-0c23e8a50740","work_id":"wrk_0c4c3acf-0221-4d96-87a4-771da7ba1e3a","block_id":"blk_5724fd4f-e07a-45b5-87d5-8e340df6f04d","section_id":"sec_7c6d1cd5-0b7e-4e1a-8c5b-01eedd37b53a","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":29,"end":31,"exact":"冷却","quote":"計算資源、メモリ、ツール、ランタイム、セキュリティ、電力、冷却、ネットワーク、データ、シミュレーション、規制対応、説明可能性、長期運用基盤が必要になる。","quote_start":0,"quote_end":76,"text_sha256":"998228b61f8a09435771233ab45261d3be80b27dae0001e64d8db36362a56b22","block_sha256":"998228b61f8a09435771233ab45261d3be80b27dae0001e64d8db36362a56b22","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_90fb7b96-f10b-43df-a612-0c23e8a50740/#blk_5724fd4f-e07a-45b5-87d5-8e340df6f04d"},{"id":"occ_946dae0d92332ea0d068ced5","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_90fb7b96-f10b-43df-a612-0c23e8a50740","work_id":"wrk_0c4c3acf-0221-4d96-87a4-771da7ba1e3a","block_id":"blk_581eb89b-a035-4c99-97f7-d24f035374dd","section_id":"sec_6ae5ed2d-db06-4b41-bbeb-434cdd32212e","layer":"character","character_id":"zetu_noia","count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":41,"end":43,"exact":"冷却","quote":"AI工場という言葉は、AIを雲から地面に戻します。Tokenを作るには電力が要る。冷却が要る。ネットワークが要る。ソフトウェアが要る。GTCの物語は、AIが便利になる話であると同時に、その便利さを支える巨大な設備の話でもあります。","quote_start":0,"quote_end":115,"text_sha256":"ddffc8692714a56534372599df38fd3b74db574bc92e96068bc559d3b9b849b1","block_sha256":"ddffc8692714a56534372599df38fd3b74db574bc92e96068bc559d3b9b849b1","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_90fb7b96-f10b-43df-a612-0c23e8a50740/#blk_581eb89b-a035-4c99-97f7-d24f035374dd"},{"id":"occ_130d5621c5975348fe1ee43a","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_90fb7b96-f10b-43df-a612-0c23e8a50740","work_id":"wrk_0c4c3acf-0221-4d96-87a4-771da7ba1e3a","block_id":"blk_63a00119-0433-420c-a4ca-689f6ebbc140","section_id":"sec_1390d6ef-a922-4923-8410-04cbac5aff39","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":4,"end":6,"exact":"冷却","quote":"これは、冷却・電源・電子部品メーカーがAI時代の勝ち組候補になる理由でもある。","quote_start":0,"quote_end":39,"text_sha256":"726ca7ebd02346435b6401f973cb4bf756e463aac4fbfa4d649e47561da5ce53","block_sha256":"726ca7ebd02346435b6401f973cb4bf756e463aac4fbfa4d649e47561da5ce53","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_90fb7b96-f10b-43df-a612-0c23e8a50740/#blk_63a00119-0433-420c-a4ca-689f6ebbc140"},{"id":"occ_f8e4d2d1691b57fb50d47db4","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_90fb7b96-f10b-43df-a612-0c23e8a50740","work_id":"wrk_0c4c3acf-0221-4d96-87a4-771da7ba1e3a","block_id":"blk_6fe30772-1e8f-4e38-800d-23531d379f2c","section_id":"sec_1390d6ef-a922-4923-8410-04cbac5aff39","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":61,"end":63,"exact":"液冷","quote":"えるなら、GPUだけでなく、HBM、先端パッケージ、ABF基板、高多層PCB、HVLP/VLP銅箔、コネクタ、液冷部材、電源モジュール、VRM、MLCC、インダクタ、光トランシーバ、CPO、ラック、変圧器、データセンター建設、電力インフラまで需要が広がる。","quote_start":6,"quote_end":134,"text_sha256":"d92245a423963be18d8c73552c7df0a509ddb092975a25473b0b48406c476e81","block_sha256":"d92245a423963be18d8c73552c7df0a509ddb092975a25473b0b48406c476e81","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_90fb7b96-f10b-43df-a612-0c23e8a50740/#blk_6fe30772-1e8f-4e38-800d-23531d379f2c"},{"id":"occ_937ab0b6ce58ea98f3721b66","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_90fb7b96-f10b-43df-a612-0c23e8a50740","work_id":"wrk_0c4c3acf-0221-4d96-87a4-771da7ba1e3a","block_id":"blk_77b22154-0523-4838-bb88-bdc75837586d","section_id":"sec_1390d6ef-a922-4923-8410-04cbac5aff39","layer":"body","character_id":null,"count":1,"matched_alia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TeraFabまたは外部調達で十分なチップを確保できる\n- データセンター電力・冷却・ネットワークを確保できる\n- StarlinkとAIサービスを統合できる\n- 宇宙AIデータセンター構想が投資家に信じられる進捗を出す","quote_start":72,"quote_end":197,"text_sha256":"da8bb80abfe2e64482e175b94100ae578be9cf8b8c8c43470bfa5832a5e1bda0","block_sha256":"da8bb80abfe2e64482e175b94100ae578be9cf8b8c8c43470bfa5832a5e1bda0","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_91468364-fe9d-4ab5-a6dc-f203e89bc64a/#blk_1f8616e9-a03a-4661-b534-052864a5ddc0"},{"id":"occ_26fab6943c6d487fd13f7c5b","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_91468364-fe9d-4ab5-a6dc-f203e89bc64a","work_id":"wrk_c22379bc-7081-4f8f-a3e9-4418f450cf96","block_id":"blk_fcd1cb79-460a-47c8-9b6d-6539b864a3bf","section_id":"sec_fcae4a11-267f-4617-8297-32eb74ebfb76","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":39,"end":41,"exact":"冷却","quote":"現状、AIインフラはNVIDIA GPU、TSMC、HBM、CoWoS、電力、冷却、ネットワークに強く依存しています。TeslaもxAIもSpaceXも、将来AIを巨大化させるにはチップが足りません。","quote_start":0,"quote_end":100,"text_sha256":"ac48a0fa45a559e04371d9db9ec5af801f65eb97d876c685ab1833ff5814ec08","block_sha256":"ac48a0fa45a559e04371d9db9ec5af801f65eb97d876c685ab1833ff5814ec08","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_91468364-fe9d-4ab5-a6dc-f203e89bc64a/#blk_fcd1cb79-460a-47c8-9b6d-6539b864a3bf"},{"id":"occ_d1eb1f9a5f42cef732a8edf0","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_92ff5158-6c34-4526-ab02-c8db8332951f","work_id":"wrk_ea89805e-b45e-4a9c-b22a-29b168da02ed","block_id":"blk_038be15f-99a8-4525-a97a-29839f106929","section_id":"sec_d492132a-7854-4248-b6e6-4b6be6fbdb2d","layer":"body","character_id":null,"count":2,"matched_aliases":["液冷","空冷"],"evidence":{"text_basis":"markdown","start":96,"end":98,"exact":"空冷","quote":"でラック消費電力が約120kWとされています。([NVIDIA Docs][21])\nこの密度になると、従来型空冷データセンターの延長ではなく、液冷・高圧受電・ラック給電・CDU・メンテナンス体制まで一体で必要になります。","quote_start":41,"quote_end":152,"text_sha256":"cff4dfb50a54c7b07771f893176c3cefd32aa1a1668ceef3a05c9e8af2158efe","block_sha256":"cff4dfb50a54c7b07771f893176c3cefd32aa1a1668ceef3a05c9e8af2158efe","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_92ff5158-6c34-4526-ab02-c8db8332951f/#blk_038be15f-99a8-4525-a97a-29839f106929"},{"id":"occ_6800334a1999724f54c2e650","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_92ff5158-6c34-4526-ab02-c8db8332951f","work_id":"wrk_ea89805e-b45e-4a9c-b22a-29b168da02ed","block_id":"blk_0733ca09-d489-4f72-b833-0759141b8a23","section_id":"sec_c987a51d-3e84-45cc-abc3-208b48105ea8","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":81,"end":83,"exact":"冷却","quote":"時に**世界中の国に「自国AIクラウドを持つ理由」を与える**。\nこのため、AI半導体・HBM・光通信・電力・冷却の需要は、むしろ上振れしやすくなります。","quote_start":26,"quote_end":103,"text_sha256":"02347cae279579d5ff35b18f099c735a976245765f48aa6ce7cd7c785dee75fc","block_sha256":"02347cae279579d5ff35b18f099c735a976245765f48aa6ce7cd7c785dee75fc","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_92ff5158-6c34-4526-ab02-c8db8332951f/#blk_0733ca09-d489-4f72-b833-0759141b8a23"},{"id":"occ_5ea637584a7b6a47b4980b23","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_92ff5158-6c34-4526-ab02-c8db8332951f","work_id":"wrk_ea89805e-b45e-4a9c-b22a-29b168da02ed","block_id":"blk_1461217f-59f2-4a3b-a0db-6d6135186442","section_id":"sec_6791e185-d3c1-4beb-a51a-c616a6d5829a","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":62,"end":64,"exact":"冷却","quote":"AI半導体市場にとって悪い話ではありません。\nむしろ、供給制約が続くことで、HBM、CoWoS、光通信、電源、冷却、変電設備の価格・利益率・長期契約が強くなりやすい。","quote_start":7,"quote_end":90,"text_sha256":"1d78292d20cf60f9dc73db00d4a5ef8fb17e1e37f730af2273273e44373f63de","block_sha256":"1d78292d20cf60f9dc73db00d4a5ef8fb17e1e37f730af2273273e44373f63de","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_92ff5158-6c34-4526-ab02-c8db8332951f/#blk_1461217f-59f2-4a3b-a0db-6d6135186442"},{"id":"occ_35acc1c6a5e45dde6cf83112","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_92ff5158-6c34-4526-ab02-c8db8332951f","work_id":"wrk_ea89805e-b45e-4a9c-b22a-29b168da02ed","block_id":"blk_1e1854d0-b367-4fe5-b14f-1b2c33775bfd","section_id":"sec_317cfc6b-89ab-45c8-89b8-930029775bde","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":91,"end":93,"exact":"冷却","quote":"に小〜中規模クラスタが乱立する**可能性があります。そのため、巨大GPUだけでなく、国内データセンター、電源、冷却、SI、保守、セキュリティ監査にも需要が広がります。","quote_start":36,"quote_end":119,"text_sha256":"870def898fdb316740dfda09559b24181621711ee74c506c0eefbd9febb6f05e","block_sha256":"870def898fdb316740dfda09559b24181621711ee74c506c0eefbd9febb6f05e","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_92ff5158-6c34-4526-ab02-c8db8332951f/#blk_1e1854d0-b367-4fe5-b14f-1b2c33775bfd"},{"id":"occ_cb41a569f5f5f6b043fb24a4","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_92ff5158-6c34-4526-ab02-c8db8332951f","work_id":"wrk_ea89805e-b45e-4a9c-b22a-29b168da02ed","block_id":"blk_3b554ca1-0949-4c3a-97f3-acc798e50e8c","section_id":"sec_a3d4c8b6-f108-4f44-8fbc-20b35cfb7609","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":68,"end":70,"exact":"冷却","quote":"資源である。H100、H200、B200級のGPU、あるいは国産AIアクセラレータ、国内データセンター、電力、冷却、光通信、ストレージ、ネットワークが必要になる。モデルの重みが公開されていても、動かす場所がなければ主権AIにはならない。","quote_start":13,"quote_end":131,"text_sha256":"1d5c82aa610c45f6dc2292c920ec92ee7aad71e229fd0d4cf1b5ba8ed5e2fa46","block_sha256":"1d5c82aa610c45f6dc2292c920ec92ee7aad71e229fd0d4cf1b5ba8ed5e2fa46","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_92ff5158-6c34-4526-ab02-c8db8332951f/#blk_3b554ca1-0949-4c3a-97f3-acc798e50e8c"},{"id":"occ_e2a1d1ad9f1cb8633f3a9ae3","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_92ff5158-6c34-4526-ab02-c8db8332951f","work_id":"wrk_ea89805e-b45e-4a9c-b22a-29b168da02ed","block_id":"blk_54325d84-7e1b-4bc5-9cfd-4015faf65ba1","section_id":"sec_6791e185-d3c1-4beb-a51a-c616a6d5829a","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":38,"end":40,"exact":"液冷","quote":"一番の制約は、短期では**HBMとCoWoS**。\n中期では**電力、変電、液冷、光通信**。\n長期では**運用人材と評価基盤**です。","quote_start":0,"quote_end":68,"text_sha256":"61cea8d73a3716482a3a8c658b1ec78d0920e29eed88a86d7679fc2ba44e4ba0","block_sha256":"61cea8d73a3716482a3a8c658b1ec78d0920e29eed88a86d7679fc2ba44e4ba0","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_92ff5158-6c34-4526-ab02-c8db8332951f/#blk_54325d84-7e1b-4bc5-9cfd-4015faf65ba1"},{"id":"occ_1819e49522a09fbe5a3228a7","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_92ff5158-6c34-4526-ab02-c8db8332951f","work_id":"wrk_ea89805e-b45e-4a9c-b22a-29b168da02ed","block_id":"blk_6adf485b-286f-4f1b-8f2b-ccfab3c63604","section_id":"sec_1a3c7ed6-0942-4f08-ba6c-52a6e0a02e56","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却","液冷"],"evidence":{"text_basis":"markdown","start":200,"end":202,"exact":"冷却","quote":"なく、遅延同期できる余地を作る。\n- 非米国・非中国の主権AI需要は、GPU、ASIC、HBM、光通信、電力、冷却への追加需要を作り得る。\n- 最大の制約は、短期ではHBMとCoWoS、中期では電力・変電・液冷・施工、長期では運用人材と評価基盤である。","quote_start":145,"quote_end":271,"text_sha256":"bb57825af9ab317e2ec9f683728c58579b1dc26943d4719ad2aa8f24dde5c3cf","block_sha256":"bb57825af9ab317e2ec9f683728c58579b1dc26943d4719ad2aa8f24dde5c3cf","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_92ff5158-6c34-4526-ab02-c8db8332951f/#blk_6adf485b-286f-4f1b-8f2b-ccfab3c63604"},{"id":"occ_81ba9c8df700d575ec6ef880","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_92ff5158-6c34-4526-ab02-c8db8332951f","work_id":"wrk_ea89805e-b45e-4a9c-b22a-29b168da02ed","block_id":"blk_7d139998-5f25-445d-8ed1-46f7f9b1946c","section_id":"sec_39893bbf-0dd3-4a2f-9695-4497069d4b11","layer":"code","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":90,"end":92,"exact":"冷却","quote":"に載せたくなる\n  ↓\nGPU / ASIC / HBM / eSSD / 光通信需要が増える\n  ↓\n電力、冷却、CoWoS、運用人材が制約になる\n  ↓\n主権AIはモデル政策からインフラ政策へ変わる\n```","quote_start":35,"quote_end":140,"text_sha256":"5ee8bfedf12abe10c46e5c05e64b655692e29697602a54e39ed44c6e1b46398e","block_sha256":"5ee8bfedf12abe10c46e5c05e64b655692e29697602a54e39ed44c6e1b46398e","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_92ff5158-6c34-4526-ab02-c8db8332951f/#blk_7d139998-5f25-445d-8ed1-46f7f9b1946c"},{"id":"occ_dd2ccb3b161c11b7fc3c0172","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_92ff5158-6c34-4526-ab02-c8db8332951f","work_id":"wrk_ea89805e-b45e-4a9c-b22a-29b168da02ed","block_id":"blk_807a6482-34c0-42b3-b804-6781ebab390c","section_id":"sec_317cfc6b-89ab-45c8-89b8-930029775bde","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却","液冷"],"evidence":{"text_basis":"markdown","start":163,"end":165,"exact":"冷却","quote":"Ph関連\n* 電源：Delta、Vertiv、Schneider、Eaton、SiC/GaN、48V電源\n* 冷却：Vertiv、Modine、液冷CDU、チラー、ポンプ\n* 変電・電力：変圧器、開閉装置、送電網、蓄電池、ガスタービン\n* 国内クラウド：主権AIクラウド事業者、通信キャリア、SIer","quote_start":108,"quote_end":258,"text_sha256":"eac02fedb6de2e440d779b75cc5631f370a36aa706bfa009bbfed5bd42485980","block_sha256":"eac02fedb6de2e440d779b75cc5631f370a36aa706bfa009bbfed5bd42485980","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_92ff5158-6c34-4526-ab02-c8db8332951f/#blk_807a6482-34c0-42b3-b804-6781ebab390c"},{"id":"occ_4c8b21c331e2c759dc9b8963","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_92ff5158-6c34-4526-ab02-c8db8332951f","work_id":"wrk_ea89805e-b45e-4a9c-b22a-29b168da02ed","block_id":"blk_876bf14a-b9d5-4656-8717-371e2e5254a1","section_id":"sec_0ffa0e9a-5ad6-4bc9-88be-cbec7ff0345a","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":32,"end":34,"exact":"液冷","quote":"特に強気シナリオでは、半導体供給だけでなく、データセンター電力、液冷、ネットワーク、導入人材が詰まり、数字通りには立ち上がりにくいです。","quote_start":0,"quote_end":68,"text_sha256":"faf6f9ceed3c138ea19d3a32de81705c2268d2c51ae63b2d1fb30176347b0081","block_sha256":"faf6f9ceed3c138ea19d3a32de81705c2268d2c51ae63b2d1fb30176347b0081","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_92ff5158-6c34-4526-ab02-c8db8332951f/#blk_876bf14a-b9d5-4656-8717-371e2e5254a1"},{"id":"occ_927c23b84f67c0da0e76dda0","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_92ff5158-6c34-4526-ab02-c8db8332951f","work_id":"wrk_ea89805e-b45e-4a9c-b22a-29b168da02ed","block_id":"blk_a956f0ac-3f60-462f-8ddf-7c15a241ca74","section_id":"sec_1d4068ec-3624-4876-a806-21820b060b4d","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":413,"end":415,"exact":"液冷","quote":"    | 2026〜2028 | GPU/ASIC/スマホ/HPCで奪い合い    |\n|   5 | **液冷・ラック給電・施工**   | 2026〜2030 | 120kW級ラックで従来DCとは別物になる    |\n|   6 | **光通信・スイッチ・PCB**  | 2026〜2029 | 800G/","quote_start":358,"quote_end":515,"text_sha256":"3ae8a6c887135a8fefa7252e6b790b5c23644c788b5ef594092cdb3b253aaacf","block_sha256":"3ae8a6c887135a8fefa7252e6b790b5c23644c788b5ef594092cdb3b253aaacf","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_92ff5158-6c34-4526-ab02-c8db8332951f/#blk_a956f0ac-3f60-462f-8ddf-7c15a241ca74"},{"id":"occ_cc1d45ddbc5d53d8909772ed","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_92ff5158-6c34-4526-ab02-c8db8332951f","work_id":"wrk_ea89805e-b45e-4a9c-b22a-29b168da02ed","block_id":"blk_c2edd732-a7b2-4b87-a7fc-f1924038bd44","section_id":"sec_a3d4c8b6-f108-4f44-8fbc-20b35cfb7609","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":70,"end":72,"exact":"冷却","quote":"モディティ化していく。差別化の中心は、推論インフラ、データ、エージェント実行環境、セキュリティ、法制度、電力、冷却、ネットワーク、産業実装へ移る。","quote_start":15,"quote_end":88,"text_sha256":"8735107971bf08db33a80c091f4e10e5b827ae0792af0cf28889f4d4aeb4bd94","block_sha256":"8735107971bf08db33a80c091f4e10e5b827ae0792af0cf28889f4d4aeb4bd94","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_92ff5158-6c34-4526-ab02-c8db8332951f/#blk_c2edd732-a7b2-4b87-a7fc-f1924038bd44"},{"id":"occ_0026fa5329b11262eead6239","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_92ff5158-6c34-4526-ab02-c8db8332951f","work_id":"wrk_ea89805e-b45e-4a9c-b22a-29b168da02ed","block_id":"blk_c66af031-318e-4fe1-a09f-65ed7ea07379","section_id":"sec_1d4068ec-3624-4876-a806-21820b060b4d","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":41,"end":43,"exact":"冷却","quote":"短期で価格を押し上げるのはHBMとCoWoS。\n中期で立ち上げを遅らせるのは電力・冷却・施工。\n長期で主権AIの実効性を左右するのは人材・運用・評価基盤です。","quote_start":0,"quote_end":79,"text_sha256":"eb1f3f06ce9b9a1043656b89df13e0eb8cba4fc6aa702f5c28486b0ad656b7a7","block_sha256":"eb1f3f06ce9b9a1043656b89df13e0eb8cba4fc6aa702f5c28486b0ad656b7a7","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_92ff5158-6c34-4526-ab02-c8db8332951f/#blk_c66af031-318e-4fe1-a09f-65ed7ea07379"},{"id":"occ_9f3d2abd4b1cf3d1663f1595","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_92ff5158-6c34-4526-ab02-c8db8332951f","work_id":"wrk_ea89805e-b45e-4a9c-b22a-29b168da02ed","block_id":"blk_ee4e1b95-d1ae-4d17-a420-ac3ed562b9bb","section_id":"sec_56dd1691-fff8-4093-a7e6-52ce4f4ec3ee","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":466,"end":468,"exact":"冷却","quote":"、配線、CDU                    |\n| データセンター | 電力、変電所、送電線、土地、冷却、水、許認可                   |\n| 運用      | CUDA/ROCm、Kubernetes/Slurm、推論基盤、セキュリティ人材 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 \n電力を確保する。  \n冷却設備を用意する。  \nGPUを買う。  \nHBMを買う。  \n光ネットワークを敷く。  \nASICを設計する。  \n政府向け閉域クラウドを運用する。  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V3コア、6GB/s/coreのメモリ帯域、sub-100nsレイテンシ、300W 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Vera / Rubin\n  = 供給確保力は最強\n  = 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standardも主導したと説明しています。","quote_start":0,"quote_end":117,"text_sha256":"41eff9bc876767d4dab4c3415c08803f6ed8e8938b3c194774362b79bfd71bda","block_sha256":"41eff9bc876767d4dab4c3415c08803f6ed8e8938b3c194774362b79bfd71bda","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_9837730a-23c0-4e0d-a5e1-2380a69d4e4e/#blk_51caea12-7749-40ec-8110-f2a6e2351191"},{"id":"occ_b158dc5723f7929d92083016","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_98f85497-697b-4917-aabc-df1485131d9b","work_id":"wrk_23480985-b0bd-47ea-a46d-716d46f4d122","block_id":"blk_05a8c494-6f03-4fbb-956d-14e6f5f8b5e6","section_id":"sec_7b558531-d7d5-4bd6-8447-8c197c8fcf71","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":74,"end":76,"exact":"冷却","quote":"する、あるいは上場観測が強まる局面では、SaaSからLLM本体へ資金が移る可能性がある。メモリ、GPU、電力、冷却、データセンターのような「AIを物理的に支える銘柄」は数字が見えやすい一方、Cloudflareの「AI時代の関所」という価値は、まだ市場に完全には理解されていない。","quote_start":19,"quote_end":159,"text_sha256":"9936523e99f43fdf68a75170d68660d79df465ccf35052be78da9a61a487df51","block_sha256":"9936523e99f43fdf68a75170d68660d79df465ccf35052be78da9a61a487df51","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_98f85497-697b-4917-aabc-df1485131d9b/#blk_05a8c494-6f03-4fbb-956d-14e6f5f8b5e6"},{"id":"occ_c75e6fa7a4d505045c777723","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_9af30ed5-ec26-4204-9f65-58324ee5fba5","work_id":"wrk_c56e9825-8401-406e-aaae-662904613d26","block_id":"blk_740f1fdb-b4c3-4558-a3d7-308be3565ec3","section_id":"sec_a6cfa82d-dfb4-461a-bd1f-e29c9fd04073","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":154,"end":156,"exact":"冷却","quote":"o-billは**約2.9倍**、バックログは**150億ドル**まで拡大しました。AIデータセンターの電源・冷却・電力配分でど真ん中ですが、景気や投資サイクルの影響は受けるので、守りと攻めの間です。([Vertiv Holdings Co.](https://investors.vertiv.com/news/","quote_start":99,"quote_end":256,"text_sha256":"5170e4150bab0f5a367be771d8fc27775ee0ad7043badd2490c125b06f797d79","block_sha256":"5170e4150bab0f5a367be771d8fc27775ee0ad7043badd2490c125b06f797d79","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_9af30ed5-ec26-4204-9f65-58324ee5fba5/#blk_740f1fdb-b4c3-4558-a3d7-308be3565ec3"},{"id":"occ_35fbbca41c87e332943e7cc1","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_9c10c6f9-4055-4591-a368-74112c253a08","work_id":"wrk_a91b4c62-c6f7-43f1-8bc0-9224e28ea11a","block_id":"blk_5f800ae2-e355-4843-b549-955ac3fe15af","section_id":"sec_e85c4ae7-9343-4f57-9cb8-ef67afb68201","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":50,"end":52,"exact":"冷却","quote":"- NAND\n- 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**GPU/HBMが必要になる**\n→ **AIデータセンターが増える**\n→ **電力・冷却・光・変圧器・PDU・MLCC・PCBが足りなくなる**\n→ **データセンターを短期間で量産できる企業が強くなる**\n→ **国はAI主権のために電力と土地を差し出す**","quote_start":8,"quote_end":151,"text_sha256":"fb66671ec1dee71f0b57e7f0d561a431cfbe2240dc56b4b78224a297967394e6","block_sha256":"fb66671ec1dee71f0b57e7f0d561a431cfbe2240dc56b4b78224a297967394e6","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_9d4ead97-69cb-4ce7-8223-0346945539b2/#blk_2476a5e9-a339-4c73-8694-3d2157ff0530"},{"id":"occ_51cbe326951f8c8ed24be657","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_9d4ead97-69cb-4ce7-8223-0346945539b2","work_id":"wrk_1392dff6-1a1d-4910-b2f4-beea19fd2c7f","block_id":"blk_2b508e12-47e6-4ee8-b008-3ebbb233bcdf","section_id":"sec_c56ab422-26ae-4e43-b5b7-54eafc014e7b","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":685,"end":687,"exact":"冷却","quote":"             | AIデータセンター内外の光接続需要                |\n| 電源・冷却             | **Vertiv、Eaton、Johnson Controls、Carrier、Modine**                             | UPS、熱管","quote_start":630,"quote_end":787,"text_sha256":"fe8245173cd7c12ba485386cd3001ca88ea8da4c584a4904baddafa43129cbe5","block_sha256":"fe8245173cd7c12ba485386cd3001ca88ea8da4c584a4904baddafa43129cbe5","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_9d4ead97-69cb-4ce7-8223-0346945539b2/#blk_2b508e12-47e6-4ee8-b008-3ebbb233bcdf"},{"id":"occ_88b97d2c115f286d5917d0da","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_9d4ead97-69cb-4ce7-8223-0346945539b2","work_id":"wrk_1392dff6-1a1d-4910-b2f4-beea19fd2c7f","block_id":"blk_42f7d655-3de7-424e-9a40-2ef49e20eacc","section_id":"sec_b79e7910-0257-49e2-a4df-cbebf5147d70","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":54,"end":56,"exact":"冷却","quote":"ソフトバンクGのフランス5GW計画は、単なるデータセンター建設ではありません。AI計算資源、電力、産業用地、冷却、製造、欧州の主権AIを束ねる、AI工業地帯づくりとして読むと輪郭が見えます。","quote_start":0,"quote_end":95,"text_sha256":"cee974e0d02157edd0300675b16f4093ddec4ce525fdb98a0b9d8d5ce85dd894","block_sha256":"cee974e0d02157edd0300675b16f4093ddec4ce525fdb98a0b9d8d5ce85dd894","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_9d4ead97-69cb-4ce7-8223-0346945539b2/#blk_42f7d655-3de7-424e-9a40-2ef49e20eacc"},{"id":"occ_afab24bc71192d2048ddc7fe","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_9d4ead97-69cb-4ce7-8223-0346945539b2","work_id":"wrk_1392dff6-1a1d-4910-b2f4-beea19fd2c7f","block_id":"blk_59332837-68ae-433b-827c-1de8e335516c","section_id":"sec_7e4d77ea-d511-4f24-8ca0-f4e161bcaa4d","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却","液冷"],"evidence":{"text_basis":"markdown","start":48,"end":50,"exact":"液冷","quote":"さらにMotivair買収によって、CDU、リアドア空調、HDU、コールドプレート、チラーなどの液冷ポートフォリオを強化しています。日本語リリースでも、ラックあたり140kW超、将来的に1MW以上の電力密度に対応する中で液体冷却が不可欠になっていると説明されています。([Schneider 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Finance][17])","quote_start":0,"quote_end":105,"text_sha256":"afed4bca8a73d040b65325cd6c13c27159d1ef99888fa283429b1f595a2c4ccc","block_sha256":"afed4bca8a73d040b65325cd6c13c27159d1ef99888fa283429b1f595a2c4ccc","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_9d4ead97-69cb-4ce7-8223-0346945539b2/#blk_784f8c48-9bf0-463d-9649-009f5d2b924f"},{"id":"occ_bce173fe763e8f23becf9b10","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_9d4ead97-69cb-4ce7-8223-0346945539b2","work_id":"wrk_1392dff6-1a1d-4910-b2f4-beea19fd2c7f","block_id":"blk_86c12794-b930-494f-b826-5bd03cba7c4d","section_id":"sec_d450b32e-9ec9-4d76-9a07-b8ffb1c35feb","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":65,"end":67,"exact":"冷却","quote":"ほど実行リスクも大きくなります。最大投資額、プロジェクトファイナンス、顧客契約、電力契約、建設期間、地域合意、冷却方式、供給網。これらが噛み合わなければ、構想は遅れます。大きな物語ほど、足元の契約と工事が重要になります。","quote_start":10,"quote_end":120,"text_sha256":"1bf86e9ce0090a9f0f29e67539a46ef4ab59603bfe4e898cb42b5ccb47a7eea1","block_sha256":"1bf86e9ce0090a9f0f29e67539a46ef4ab59603bfe4e898cb42b5ccb47a7eea1","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_9d4ead97-69cb-4ce7-8223-0346945539b2/#blk_86c12794-b930-494f-b826-5bd03cba7c4d"},{"id":"occ_55a5c91b19bacf53e478b894","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_9d4ead97-69cb-4ce7-8223-0346945539b2","work_id":"wrk_1392dff6-1a1d-4910-b2f4-beea19fd2c7f","block_id":"blk_9b6eacbc-3037-4d7e-85ba-b63c85350701","section_id":"sec_cfa3954f-5d2c-4545-96b9-8461ac4769b7","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":34,"end":36,"exact":"冷却","quote":"5GW規模では、電気を「買う」だけでは済みません。\n送電網、変電所、冷却水、排熱、地域受容性が問題になります。フランスは低炭素電力の強みがありますが、それでも地域ごとの系統接続や環境許認可はボトルネックになり得ます。","quote_start":0,"quote_end":108,"text_sha256":"4f6acacb03446dc0f428111ab31759ab68fa0e5cdf1d66285c35d1b4bde1ef77","block_sha256":"4f6acacb03446dc0f428111ab31759ab68fa0e5cdf1d66285c35d1b4bde1ef77","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_9d4ead97-69cb-4ce7-8223-0346945539b2/#blk_9b6eacbc-3037-4d7e-85ba-b63c85350701"},{"id":"occ_1a61aa96a9e4d223ae153e3e","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_9d4ead97-69cb-4ce7-8223-0346945539b2","work_id":"wrk_1392dff6-1a1d-4910-b2f4-beea19fd2c7f","block_id":"blk_9dc46b6f-5983-4d17-8e6d-e4efe60da928","section_id":"sec_7e4d77ea-d511-4f24-8ca0-f4e161bcaa4d","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":82,"end":84,"exact":"冷却","quote":"機・エネルギーマネジメント企業です。\n強い領域は、データセンター向けの**電源、UPS、配電、PDU、ラック、冷却、電力管理ソフト、モジュール型データセンター**です。","quote_start":27,"quote_end":111,"text_sha256":"f2beef236c46d56ed9274b2d4e875e851cb9abc3b8bb6a56e99c4d68dfaca6b2","block_sha256":"f2beef236c46d56ed9274b2d4e875e851cb9abc3b8bb6a56e99c4d68dfaca6b2","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_9d4ead97-69cb-4ce7-8223-0346945539b2/#blk_9dc46b6f-5983-4d17-8e6d-e4efe60da928"},{"id":"occ_442d60e8497f0fdd2c46e728","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_9d4ead97-69cb-4ce7-8223-0346945539b2","work_id":"wrk_1392dff6-1a1d-4910-b2f4-beea19fd2c7f","block_id":"blk_a4482b80-364d-4c62-a143-d880304c07f2","section_id":"sec_7f53342d-ebde-4ca4-8ab1-b5b1f723f73d","layer":"body","character_id":null,"count":3,"matched_aliases":["冷却","水冷","空冷"],"evidence":{"text_basis":"markdown","start":330,"end":332,"exact":"冷却","quote":"電舎、富士電機**            | 変圧器、受配電、UPS、電力制御、系統機器       |\n| 冷却・空調      | **ダイキン、三菱電機、荏原、三浦工業など**            | 水冷・空冷・チラー・ポンプ・熱交換           |\n| 電子部品       | **村田製作所","quote_start":275,"quote_end":432,"text_sha256":"91daf63aa44788737ce1129862266e8a161bdab6d8d4011170bfb584924ea66b","block_sha256":"91daf63aa44788737ce1129862266e8a161bdab6d8d4011170bfb584924ea66b","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_9d4ead97-69cb-4ce7-8223-0346945539b2/#blk_a4482b80-364d-4c62-a143-d880304c07f2"},{"id":"occ_7e7cec99e302be556b2c3afa","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_9d4ead97-69cb-4ce7-8223-0346945539b2","work_id":"wrk_1392dff6-1a1d-4910-b2f4-beea19fd2c7f","block_id":"blk_a4b1edde-b08d-4fcb-bd98-1884e3cd3571","section_id":"sec_9758e7c9-30bf-4d33-8d95-ec3239c20a71","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":34,"end":36,"exact":"冷却","quote":"AI時代に最も価値が出るのは、モデル企業だけではありません。\n電力、冷却、GPU、ネットワークを押さえた**計算資源そのもの**が希少になります。","quote_start":0,"quote_end":73,"text_sha256":"64a0f1abf7d285173d7ab283c5e93e58207883551c4507e4bfb2fbe133896976","block_sha256":"64a0f1abf7d285173d7ab283c5e93e58207883551c4507e4bfb2fbe133896976","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_9d4ead97-69cb-4ce7-8223-0346945539b2/#blk_a4b1edde-b08d-4fcb-bd98-1884e3cd3571"},{"id":"occ_f22762be00b2011f275ead36","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_9d4ead97-69cb-4ce7-8223-0346945539b2","work_id":"wrk_1392dff6-1a1d-4910-b2f4-beea19fd2c7f","block_id":"blk_c56760a3-0d09-480f-8989-0751e3472e81","section_id":"sec_7e4d77ea-d511-4f24-8ca0-f4e161bcaa4d","layer":"body","character_id":null,"count":2,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":9,"end":11,"exact":"液冷","quote":"同社はAI向けに、液冷、電力バスウェイ、高密度ラックを統合したプレハブ型EcoStruxure Pod Data Center、NVIDIA MGXアーキテクチャ対応ラック、direct-to-chip液冷対応ラックなどを","quote_start":0,"quote_end":111,"text_sha256":"07c237f39697dc6724d0f2005b22f6eb5443746c002de6380e14392e14b47380","block_sha256":"07c237f39697dc6724d0f2005b22f6eb5443746c002de6380e14392e14b47380","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_9d4ead97-69cb-4ce7-8223-0346945539b2/#blk_c56760a3-0d09-480f-8989-0751e3472e81"},{"id":"occ_3cc46491d988603f98311e69","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_9d4ead97-69cb-4ce7-8223-0346945539b2","work_id":"wrk_1392dff6-1a1d-4910-b2f4-beea19fd2c7f","block_id":"blk_d4504bbc-feeb-425d-a59a-cfed4474bfc6","section_id":"sec_db0440fe-9197-42d9-9794-083ae0ffa2cb","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":284,"end":286,"exact":"液冷","quote":"neider Electric**                 | 電力モジュール、UPS、配電、ラック、液冷、制御ソフト。今回の中核受益者                              |\n| **EDF**                                | 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コネクター精度\n* PCBの反り\n* 600kW級の電力\n* 800VDC配電\n* 液冷\n* 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|","quote_start":101,"quote_end":171,"text_sha256":"42832f802309792f204b6fd397649a5a3dfd6e4c6e61b20a48046946b265befe","block_sha256":"42832f802309792f204b6fd397649a5a3dfd6e4c6e61b20a48046946b265befe","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_a3e10132-4b92-414d-8744-acbeb6f0b294/#blk_84d2eb7b-0a8a-4f66-a1f3-14afbf8c7df1"},{"id":"occ_08b0a9364d7fdde1e71b4aad","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_a3e10132-4b92-414d-8744-acbeb6f0b294","work_id":"wrk_ab79e5be-0326-461e-868c-ec7e75b2a90e","block_id":"blk_c4d8e715-7e33-4ae8-b8bb-210d36e0c894","section_id":"sec_58c13842-7fc7-45c3-a024-647f74f0b135","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":70,"end":72,"exact":"冷却","quote":"ーザーの代わりに買い物をし、決済網につながり、国家の規制対象となり、10GW単位の電力を消費し、半導体・送電・冷却・金融を巻き込む巨大産業になり始めている。","quote_start":15,"quote_end":93,"text_sha256":"33147be82d49b8950ebdad980f144150778d0c1dedac80b899bf5b9fc434f8a7","block_sha256":"33147be82d49b8950ebdad980f144150778d0c1dedac80b899bf5b9fc434f8a7","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_a3e10132-4b92-414d-8744-acbeb6f0b294/#blk_c4d8e715-7e33-4ae8-b8bb-210d36e0c894"},{"id":"occ_cb12c0e0b2769106c76f7d91","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_a3e10132-4b92-414d-8744-acbeb6f0b294","work_id":"wrk_ab79e5be-0326-461e-868c-ec7e75b2a90e","block_id":"blk_d151b76c-37dd-48bc-8776-2d7a7f2b8ecb","section_id":"sec_d733e40f-cdea-49cf-ad5c-c209f7416ebe","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":49,"end":51,"exact":"冷却","quote":"推論需要が増えれば、GPU、AI 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 \n> **高密度AIラック全体に賭けるなら800VDC・液冷。**  \n> **Rubin 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4．800VDC電源と液冷","quote_start":0,"quote_end":16,"text_sha256":"0c01124e93a4d43ab2614b542d808f0ef24c0c42ef46b4448a4a2cf4efbb7050","block_sha256":"0c01124e93a4d43ab2614b542d808f0ef24c0c42ef46b4448a4a2cf4efbb7050","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_a3e9cc84-29ea-4e2f-8ea0-a01272094ec6/#blk_9026e5ca-f91c-400d-9386-ced551a88fdb"},{"id":"occ_622633a4da61e609dd020f39","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_a3e9cc84-29ea-4e2f-8ea0-a01272094ec6","work_id":"wrk_1c297a15-bc80-4f59-ae19-6b025b2c95a1","block_id":"blk_9d4082ad-3f22-4ca1-831d-2466711f4f65","section_id":"sec_3217af13-f14c-453f-aeeb-c859ea7883db","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":3,"end":5,"exact":"冷却","quote":"電源と冷却を同時に供給できるため、Kyberに対する総合的な感応度が高い企業である。([NVIDIA 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ています。冷却はデータセンター電力使用量の最大**40%を占める可能性があり、Direct Liquid Coolingは空冷に比べて最大3,000倍**効率的に熱を取り除けると","quote_start":34,"quote_end":191,"text_sha256":"6dadcc986c293e3fec4a5d5d8f7a922e12e85b98f45fb694e430bc099f2e4a8d","block_sha256":"6dadcc986c293e3fec4a5d5d8f7a922e12e85b98f45fb694e430bc099f2e4a8d","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff/#blk_17e4ce5d-e890-4a93-9afd-b075bbe4500e"},{"id":"occ_996d3b8878fe0c43837e4fc7","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff","work_id":"wrk_9bc2084d-1dcc-40ef-9cc9-a53fe61434c0","block_id":"blk_19849d2c-22b2-4d05-afb0-80d35e897442","section_id":"sec_f2bffca7-42b1-4c1d-85ff-4fc6afea8431","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":66,"end":68,"exact":"液冷","quote":"y**  \n**5GW計画**  \n**数百億ドルCapEx**  \n**電力付きデータセンター**  \n**液冷標準化**  \n**光ファイバー長期契約**","quote_start":11,"quote_end":90,"text_sha256":"2982ce7ce6f28b982f0c8951a3d3a647be56fc12a961ad56cc528be587a2a593","block_sha256":"2982ce7ce6f28b982f0c8951a3d3a647be56fc12a961ad56cc528be587a2a593","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff/#blk_19849d2c-22b2-4d05-afb0-80d35e897442"},{"id":"occ_31f978509ebf5759ce6c7a7e","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff","work_id":"wrk_9bc2084d-1dcc-40ef-9cc9-a53fe61434c0","block_id":"blk_23ed9ae3-6725-4e09-85d0-b8ba8df4caf8","section_id":"sec_39aaef7a-8f14-4e2e-bd33-63747bd2a547","layer":"body","character_id":null,"count":3,"matched_aliases":["冷却","液冷","空冷"],"evidence":{"text_basis":"markdown","start":5,"end":7,"exact":"冷却","quote":"そのため、冷却は「売上機会」であると同時に、導入遅延の原因にもなります。  \n特に既存データセンターをAI向けに改修する場合、空冷前提の建物では液冷化が難しく、稼働開始が遅れます。","quote_start":0,"quote_end":90,"text_sha256":"23d14581fac828bfffe3c45c4331bdb00ef8e2447ffc721f27664e04bdb981ae","block_sha256":"23d14581fac828bfffe3c45c4331bdb00ef8e2447ffc721f27664e04bdb981ae","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff/#blk_23ed9ae3-6725-4e09-85d0-b8ba8df4caf8"},{"id":"occ_e752d41660129f4c53a9e7c5","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff","work_id":"wrk_9bc2084d-1dcc-40ef-9cc9-a53fe61434c0","block_id":"blk_24b59a6b-235b-49f3-850a-b7990d29b59e","section_id":"sec_44f48058-bc1c-4add-9d52-426af5404e78","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":53,"end":55,"exact":"冷却","quote":"このため、2027年に一度「AIインフラ遅延懸念」で調整しても、2028年には実需が再加速して、**電力・冷却・接続・ストレージ不足の再燃**が起きる可能性があります。","quote_start":0,"quote_end":84,"text_sha256":"4c00e00c3481b34f0cc857f8821944a6a4bae6fa9b49cb8cdcf22a5d58b97462","block_sha256":"4c00e00c3481b34f0cc857f8821944a6a4bae6fa9b49cb8cdcf22a5d58b97462","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff/#blk_24b59a6b-235b-49f3-850a-b7990d29b59e"},{"id":"occ_a0e2c9a6ba92a426180c0b57","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff","work_id":"wrk_9bc2084d-1dcc-40ef-9cc9-a53fe61434c0","block_id":"blk_2d698845-ac2a-474d-8b27-c173fe84969c","section_id":"sec_3bf0ad11-8704-4fc7-85e9-0b6ea16e537a","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却","液冷"],"evidence":{"text_basis":"markdown","start":62,"end":64,"exact":"冷却","quote":"遅れていた需要が実際に出始める年になる可能性がある。  \n2026年に発注された変圧器、スイッチギア、PDU、冷却装置、光ファイバーが納入され始める。ここで、通電済みMW、液冷対応MW、電力契約済みサイトを持つ企業が再評価される。","quote_start":7,"quote_end":122,"text_sha256":"262f7b3a4c6cb3e6b1154c0cd31e3227e9e5499e735ae22ba0e116b469611add","block_sha256":"262f7b3a4c6cb3e6b1154c0cd31e3227e9e5499e735ae22ba0e116b469611add","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff/#blk_2d698845-ac2a-474d-8b27-c173fe84969c"},{"id":"occ_a90599777e42857123615b89","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff","work_id":"wrk_9bc2084d-1dcc-40ef-9cc9-a53fe61434c0","block_id":"blk_34d28ed4-bd1f-4f76-ae4b-c0b250085c44","section_id":"sec_264c8283-c357-4658-87d0-b26ce5172bcd","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":42,"end":44,"exact":"液冷","quote":"AIデータセンターは、通常の建物ではありません。  \n高圧電力、非常用電源、UPS、液冷、チラー、光配線、セキュリティ、消防、制御系まで必要です。","quote_start":0,"quote_end":73,"text_sha256":"ca2c2a3593532c76e747e6b20e43628386529fffbb9d98b424ef169f27ead2a6","block_sha256":"ca2c2a3593532c76e747e6b20e43628386529fffbb9d98b424ef169f27ead2a6","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff/#blk_34d28ed4-bd1f-4f76-ae4b-c0b250085c44"},{"id":"occ_238f5339765d7c2209ba2320","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff","work_id":"wrk_9bc2084d-1dcc-40ef-9cc9-a53fe61434c0","block_id":"blk_43a2dad4-c9ff-4125-9171-47fbfbda1363","section_id":"sec_5c6ceec4-a9ba-49a4-8256-06f702f28dec","layer":"code","character_id":null,"count":2,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":273,"end":275,"exact":"冷却","quote":"upermicro、HPE                            | データセンター側の電力・冷却が遅れると納入タイミングが後ろ倒し |\n| ストレージ     | Western Digital、Seagate                        | 稼働開始が遅れると一部需要が後ズレ","quote_start":218,"quote_end":375,"text_sha256":"c1c952ea0cc0268a13d813bacfad7e69e497d03b1a35bc48294dfeddf50e9e2c","block_sha256":"c1c952ea0cc0268a13d813bacfad7e69e497d03b1a35bc48294dfeddf50e9e2c","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff/#blk_43a2dad4-c9ff-4125-9171-47fbfbda1363"},{"id":"occ_c3586d875f994b915e5e075b","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff","work_id":"wrk_9bc2084d-1dcc-40ef-9cc9-a53fe61434c0","block_id":"blk_52ed3457-7a5d-4b95-b7d0-aee7429b2e49","section_id":"sec_86c192a6-996e-402d-8a73-6a93bd41dece","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":32,"end":34,"exact":"冷却","quote":"発表GWは低評価。  \n電力契約済みGWは中評価。  \n変圧器・冷却・許認可済みGWは高評価。  \n稼働済み、通電済みMWは最高評価。","quote_start":0,"quote_end":67,"text_sha256":"0d3991154b6506da2d77d9c1f9cc9f0b4f293fab6c1d1b7b010ea3416dc478db","block_sha256":"0d3991154b6506da2d77d9c1f9cc9f0b4f293fab6c1d1b7b010ea3416dc478db","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff/#blk_52ed3457-7a5d-4b95-b7d0-aee7429b2e49"},{"id":"occ_f1406bc66dbe6f54b74cde8a","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff","work_id":"wrk_9bc2084d-1dcc-40ef-9cc9-a53fe61434c0","block_id":"blk_63306033-5587-4c0b-8ee7-e68ae2a92b66","section_id":"sec_39aaef7a-8f14-4e2e-bd33-63747bd2a547","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却","液冷"],"evidence":{"text_basis":"markdown","start":15,"end":17,"exact":"冷却","quote":"## \\7. 足りないもの⑤：冷却、特に液冷","quote_start":0,"quote_end":22,"text_sha256":"e5ac1cddde07ab69aed97e69629e92b5204c2e3c29f9b71f429a71d61e67c8f6","block_sha256":"e5ac1cddde07ab69aed97e69629e92b5204c2e3c29f9b71f429a71d61e67c8f6","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff/#blk_63306033-5587-4c0b-8ee7-e68ae2a92b66"},{"id":"occ_be31464ff61f7dd16b469c40","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff","work_id":"wrk_9bc2084d-1dcc-40ef-9cc9-a53fe61434c0","block_id":"blk_654867da-8a32-44a3-ad77-046a96416057","section_id":"sec_edd06097-f8ce-48dc-b357-0014e617d9e4","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":16,"end":18,"exact":"冷却","quote":"2026年に発注された電力機器・冷却装置・光ファイバーが2028年に納入され、Rubin世代や次世代ASICのデータセンター稼働と重なる可能性があります。","quote_start":0,"quote_end":77,"text_sha256":"c9e06b53ef75075d83906949d34e5b9a71284430b57774db5d4ac28159697847","block_sha256":"c9e06b53ef75075d83906949d34e5b9a71284430b57774db5d4ac28159697847","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff/#blk_654867da-8a32-44a3-ad77-046a96416057"},{"id":"occ_c52202873727487401ce08ff","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff","work_id":"wrk_9bc2084d-1dcc-40ef-9cc9-a53fe61434c0","block_id":"blk_a4dba5dd-274e-4e47-ba17-74320b8e637a","section_id":"sec_b053ba36-ce76-4d63-ad77-5ca844c44150","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":26,"end":28,"exact":"冷却","quote":"**電力契約、変圧器、スイッチギア、PDU、UPS、冷却装置、光ファイバー、建設労働者、許認可、住民合意**","quote_start":0,"quote_end":54,"text_sha256":"e28387a652653e3a38bb94b420e94eb05c6960d14bf8842d95d75ebb89049fd4","block_sha256":"e28387a652653e3a38bb94b420e94eb05c6960d14bf8842d95d75ebb89049fd4","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff/#blk_a4dba5dd-274e-4e47-ba17-74320b8e637a"},{"id":"occ_d7011d5854bcd15f611b9d20","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff","work_id":"wrk_9bc2084d-1dcc-40ef-9cc9-a53fe61434c0","block_id":"blk_a7167e56-4c3f-4854-8d55-935e61f32083","section_id":"sec_7d934360-f13b-42c8-9802-2d8cac88e9eb","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":52,"end":54,"exact":"液冷","quote":"**発表GW**  \nではなく、  \n**電力契約済みGW**  \n**変圧器発注済みGW**  \n**液冷設計済みGW**  \n**許認可済みGW**  \n**アンカーテナント契約済みGW**","quote_start":0,"quote_end":97,"text_sha256":"685fe538028b5d6ba76451093d7f722ec5b3f6ad1966806b1e3533e636b46a09","block_sha256":"685fe538028b5d6ba76451093d7f722ec5b3f6ad1966806b1e3533e636b46a09","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff/#blk_a7167e56-4c3f-4854-8d55-935e61f32083"},{"id":"occ_9f7f3f24ddac2741c1475028","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff","work_id":"wrk_9bc2084d-1dcc-40ef-9cc9-a53fe61434c0","block_id":"blk_b1180394-d368-45d2-8a05-527be011e9dd","section_id":"sec_264c8283-c357-4658-87d0-b26ce5172bcd","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":57,"end":59,"exact":"液冷","quote":"はある。  \nGPUも確保した。  \n土地もある。  \nしかし、**電気工事士、送電線作業員、試験エンジニア、液冷施工者が足りない**。","quote_start":2,"quote_end":70,"text_sha256":"7861ab899ccfdacdd3e80162ad0c436c9adee8c6c7ee638baa6a903ada0d12a3","block_sha256":"7861ab899ccfdacdd3e80162ad0c436c9adee8c6c7ee638baa6a903ada0d12a3","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff/#blk_b1180394-d368-45d2-8a05-527be011e9dd"},{"id":"occ_ba87ee0c0bd7bcd0996dd61b","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff","work_id":"wrk_9bc2084d-1dcc-40ef-9cc9-a53fe61434c0","block_id":"blk_b28af623-5f68-4483-aef2-fd65bc79b8f7","section_id":"sec_edd06097-f8ce-48dc-b357-0014e617d9e4","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":17,"end":19,"exact":"液冷","quote":"**変圧器が足りない**  \n**液冷が足りない**  \n**HBMが足りない**  \n**光接続が足りない**  \n**通電済みMWが希少**","quote_start":0,"quote_end":72,"text_sha256":"e7e15ef82636605adc11c61f462df1ddff92ff842cf3adb33b085de24e693709","block_sha256":"e7e15ef82636605adc11c61f462df1ddff92ff842cf3adb33b085de24e693709","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff/#blk_b28af623-5f68-4483-aef2-fd65bc79b8f7"},{"id":"occ_3e12a60eb03ba58db2acc4f2","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff","work_id":"wrk_9bc2084d-1dcc-40ef-9cc9-a53fe61434c0","block_id":"blk_c5a1155b-ebdb-4dce-a2a1-f24fb0ce21a4","section_id":"sec_44f48058-bc1c-4add-9d52-426af5404e78","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":25,"end":27,"exact":"冷却","quote":"2026年に発注した変圧器、スイッチギア、PDU、冷却装置、光ファイバーが、18〜36カ月後の2027〜2028年に納入され始めます。","quote_start":0,"quote_end":67,"text_sha256":"d6deccffe4709ed8bc187701d665582fd9b83137cb2f9d51b4e2744894ad1e79","block_sha256":"d6deccffe4709ed8bc187701d665582fd9b83137cb2f9d51b4e2744894ad1e79","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff/#blk_c5a1155b-ebdb-4dce-a2a1-f24fb0ce21a4"},{"id":"occ_6a555b52ea8a27e20a49eb3a","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff","work_id":"wrk_9bc2084d-1dcc-40ef-9cc9-a53fe61434c0","block_id":"blk_cc380df4-936f-4df3-b266-e7f2accebe78","section_id":"sec_9fbca1b3-0716-4eeb-9dca-16c567dbf363","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":36,"end":38,"exact":"液冷","quote":"一方で、同じAIインフラ関連でも、変圧器、スイッチギア、PDU、UPS、液冷、HBM、光ファイバー、電気工事、発電設備を握る企業は、むしろ強くなる可能性がある。","quote_start":0,"quote_end":80,"text_sha256":"f95aa0b1063f1ab868c960157c126a9cd58cd3906a28b3c4eec73b2eadde4b54","block_sha256":"f95aa0b1063f1ab868c960157c126a9cd58cd3906a28b3c4eec73b2eadde4b54","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff/#blk_cc380df4-936f-4df3-b266-e7f2accebe78"},{"id":"occ_c4c502453c04cca7bf62ed12","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff","work_id":"wrk_9bc2084d-1dcc-40ef-9cc9-a53fe61434c0","block_id":"blk_cd8431ff-7754-4690-a825-b0b347ef857b","section_id":"sec_3bf0ad11-8704-4fc7-85e9-0b6ea16e537a","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":45,"end":47,"exact":"液冷","quote":"2027年は実行力の差が出る年になる。  \n本当に電力を確保できたのか。変圧器は届くのか。液冷設計は終わったのか。建設は進んでいるのか。顧客契約はあるのか。許認可は通っているのか。","quote_start":0,"quote_end":90,"text_sha256":"7ac2778b91517102f86bd4be6c8e0e34377eed4a7cb8b296c58c754956b066b5","block_sha256":"7ac2778b91517102f86bd4be6c8e0e34377eed4a7cb8b296c58c754956b066b5","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff/#blk_cd8431ff-7754-4690-a825-b0b347ef857b"},{"id":"occ_cc63b5ed81525218ba82f476","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff","work_id":"wrk_9bc2084d-1dcc-40ef-9cc9-a53fe61434c0","block_id":"blk_cdd3aa4c-dd9d-43c3-8bec-ce39be75387f","section_id":"sec_fa109741-f4e7-4481-b6d9-7468398e9375","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":47,"end":49,"exact":"液冷","quote":"しかし、変圧器が来ない。  \nスイッチギアが足りない。  \nPDUやATSの納期が長い。  \n液冷設計が間に合わない。  \n電気工事士が足りない。  \n送電接続が取れない。  \n地域住民の反対で許認可が遅れる。  \nHBMやGPUの供給が限られる。","quote_start":0,"quote_end":124,"text_sha256":"e6a99b2c16e5f1deb75a1ce9c014a51b7c73ad2ce8f586f17327e431d4282555","block_sha256":"e6a99b2c16e5f1deb75a1ce9c014a51b7c73ad2ce8f586f17327e431d4282555","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff/#blk_cdd3aa4c-dd9d-43c3-8bec-ce39be75387f"},{"id":"occ_f96f9a68c510380b4332b916","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff","work_id":"wrk_9bc2084d-1dcc-40ef-9cc9-a53fe61434c0","block_id":"blk_d595200e-1864-442a-a4af-a312ce7b2975","section_id":"sec_5486e2e0-654c-45e9-b973-c6977a7980c1","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":57,"end":59,"exact":"液冷","quote":"データセンターには、GPUだけではなく、電力接続、変圧器、スイッチギア、PDU、ATS、UPS、パネルボード、液冷、CDU、チラー、光ファイバー、HBM、建設人材、電気工事、許認可、住民合意が必要になる。","quote_start":2,"quote_end":104,"text_sha256":"a2f8ae3b04ce97d4e9a70d627cc93a24cc4c283a65e58b3153588552b94398e0","block_sha256":"a2f8ae3b04ce97d4e9a70d627cc93a24cc4c283a65e58b3153588552b94398e0","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff/#blk_d595200e-1864-442a-a4af-a312ce7b2975"},{"id":"occ_3914885230dc0a4e26c4dc52","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff","work_id":"wrk_9bc2084d-1dcc-40ef-9cc9-a53fe61434c0","block_id":"blk_d8903dbc-dfe2-40f6-9137-d12fd7f211ff","section_id":"sec_39aaef7a-8f14-4e2e-bd33-63747bd2a547","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":6,"end":8,"exact":"冷却","quote":"**CDU、冷却プレート、ホース、ポンプ、バルブ、センサー、チラー、熱交換器、建物側配管、漏液対策、保守体制**","quote_start":0,"quote_end":56,"text_sha256":"6143b453380d1b8e6bcbc08f27a3cfb6e6b900fe9ee92eedbcfdc5979fe06d28","block_sha256":"6143b453380d1b8e6bcbc08f27a3cfb6e6b900fe9ee92eedbcfdc5979fe06d28","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff/#blk_d8903dbc-dfe2-40f6-9137-d12fd7f211ff"},{"id":"occ_c52040995d68ee4fcdbd188f","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff","work_id":"wrk_9bc2084d-1dcc-40ef-9cc9-a53fe61434c0","block_id":"blk_dcc4bd52-7043-460d-a869-c2e6552f7677","section_id":"sec_987d978e-dd62-4b91-a53f-87f4b6189a27","layer":"code","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":546,"end":548,"exact":"液冷","quote":"                                              |    |\n| 液冷・熱管理   | Vertiv、Schneider、nVent、Modine、Ecolab/CoolIT                           |    |\n| 電力・発電    | C","quote_start":491,"quote_end":648,"text_sha256":"885f2110016b1211f548d18f0ea331588589114d8ed2eb2bb3e772237fed41be","block_sha256":"885f2110016b1211f548d18f0ea331588589114d8ed2eb2bb3e772237fed41be","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff/#blk_dcc4bd52-7043-460d-a869-c2e6552f7677"},{"id":"occ_700f40472398652f75d75e41","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff","work_id":"wrk_9bc2084d-1dcc-40ef-9cc9-a53fe61434c0","block_id":"blk_e32aae40-243e-47e5-bff8-03e7139d6edd","section_id":"sec_9fbca1b3-0716-4eeb-9dca-16c567dbf363","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":104,"end":106,"exact":"冷却","quote":"タイミングに売上が左右されるサーバーOEM、AI向け受注期待だけで買われた小型テーマ株、そしてPERが高すぎる冷却・電力・接続関連銘柄である。","quote_start":49,"quote_end":120,"text_sha256":"73bf6a6f1f191f1b190bc71241a17fa2089a8029dfcd44ad2cf2d231a7fc0174","block_sha256":"73bf6a6f1f191f1b190bc71241a17fa2089a8029dfcd44ad2cf2d231a7fc0174","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff/#blk_e32aae40-243e-47e5-bff8-03e7139d6edd"},{"id":"occ_a75457d2a2e85463aafa4df5","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff","work_id":"wrk_9bc2084d-1dcc-40ef-9cc9-a53fe61434c0","block_id":"blk_e3e0f49f-afd4-403f-b218-65c57fa05452","section_id":"sec_3bf0ad11-8704-4fc7-85e9-0b6ea16e537a","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":94,"end":96,"exact":"液冷","quote":"発表し、ハイパースケーラーのCapExも急増する。市場は「AI Factory」「Sovereign AI」「液冷」「電力」「光」「HBM」といった言葉に反応し、関連株を広く買う。","quote_start":39,"quote_end":129,"text_sha256":"fcc47716e613290469f469a7c4615166481523ae837f8f615c3c88c6f01025ca","block_sha256":"fcc47716e613290469f469a7c4615166481523ae837f8f615c3c88c6f01025ca","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff/#blk_e3e0f49f-afd4-403f-b218-65c57fa05452"},{"id":"occ_c41842d6fa3ef3fcde0767a9","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff","work_id":"wrk_9bc2084d-1dcc-40ef-9cc9-a53fe61434c0","block_id":"blk_e6ee9575-b40e-4048-8511-dbdabdc99b75","section_id":"sec_86c192a6-996e-402d-8a73-6a93bd41dece","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":61,"end":63,"exact":"冷却","quote":"ンフラ投資では、「数百MW」「1GW」「5GW」という大規模な発表が相次いでいる。市場はそれを見て、サーバー、冷却、電力設備、光ファイバー、ストレージ、半導体関連銘柄を先回りして買う。","quote_start":6,"quote_end":98,"text_sha256":"f3ce0bb7c7631ccf7c6034c8c0fdec73447827be3d6df6eb2a5416e80f828b59","block_sha256":"f3ce0bb7c7631ccf7c6034c8c0fdec73447827be3d6df6eb2a5416e80f828b59","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff/#blk_e6ee9575-b40e-4048-8511-dbdabdc99b75"},{"id":"occ_f84770c72d930c936770983a","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff","work_id":"wrk_9bc2084d-1dcc-40ef-9cc9-a53fe61434c0","block_id":"blk_f4ffcd6c-f627-4243-8554-7dc14c9a554b","section_id":"sec_39aaef7a-8f14-4e2e-bd33-63747bd2a547","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":23,"end":25,"exact":"液冷","quote":"Dell’Oro Groupは、データセンター液冷市場が2029年に約**70億ドル**へ近づくと予測しています。([delloro.com](https://www.delloro.com/news/data-center-liquid-cooli","quote_start":0,"quote_end":125,"text_sha256":"69087e03ecc5110225711a7d3dfa6502e02cd26ef11dc38a5acbe6c264a163f5","block_sha256":"69087e03ecc5110225711a7d3dfa6502e02cd26ef11dc38a5acbe6c264a163f5","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff/#blk_f4ffcd6c-f627-4243-8554-7dc14c9a554b"},{"id":"occ_43b4c5260a8462efc7130178","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff","work_id":"wrk_9bc2084d-1dcc-40ef-9cc9-a53fe61434c0","block_id":"blk_fa0ff0bc-8410-4490-81a9-3a82f0314b04","section_id":"sec_9f3bc470-7ac2-4b60-9a20-cc685515919e","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":33,"end":35,"exact":"液冷","quote":"**変圧器は届いたか**  \n**送電接続は取れたか**  \n**液冷設計は終わったか**  \n**住民反対を突破したか**  \n**顧客は本当に長期契約したか**  \n**サーバーを受け入れる建屋はできたか**","quote_start":0,"quote_end":106,"text_sha256":"f047a581e0ce13e95c5201cdd53a7bce96eda0535c4b257a96add1f38a1c7b07","block_sha256":"f047a581e0ce13e95c5201cdd53a7bce96eda0535c4b257a96add1f38a1c7b07","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff/#blk_fa0ff0bc-8410-4490-81a9-3a82f0314b04"},{"id":"occ_80f919da56c5b08c577e5ece","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff","work_id":"wrk_9bc2084d-1dcc-40ef-9cc9-a53fe61434c0","block_id":"blk_fd8fc311-76ac-4531-ae5f-544a79163713","section_id":"sec_07924daf-8800-46b5-8ceb-8acbbf6dc0fd","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":45,"end":47,"exact":"冷却","quote":"むしろ、AIは稼げる。  \nだからこそ、需要は強くなりすぎる。  \nしかし、電力、変圧器、冷却、建設、GPU、HBM、光接続が足りず、予定通り供給できない。","quote_start":0,"quote_end":78,"text_sha256":"44ff8600f1cf400b8d23b72867d4e6c244eb21034d2bb87a2f6bcf56721ca7d1","block_sha256":"44ff8600f1cf400b8d23b72867d4e6c244eb21034d2bb87a2f6bcf56721ca7d1","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_a4008bc2-ae2c-4bd7-8615-0b3c4e0936ff/#blk_fd8fc311-76ac-4531-ae5f-544a79163713"},{"id":"occ_27e219cf628082368d5ed175","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_a576fa5a-37e6-4ec1-abf6-a1f85dd3b36b","work_id":"wrk_f10d5b53-68f1-4910-99da-a417455c7877","block_id":"blk_3c5585b7-003b-46a8-8da3-4d978c869ab8","section_id":"sec_3aa41598-d5ec-49b9-a1e8-c173e951eec4","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":40,"end":42,"exact":"冷却","quote":"大型パッケージでは、シリコン、銅、有機材料、樹脂の熱膨張率の違いにより、加熱時や冷却時にパッケージが変形する。","quote_start":0,"quote_end":55,"text_sha256":"e4d27c9eebc32ac5c37c5f5c7f8b46e457fab1b4594c0cb49d2d9e5f8badccd1","block_sha256":"e4d27c9eebc32ac5c37c5f5c7f8b46e457fab1b4594c0cb49d2d9e5f8badccd1","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_a576fa5a-37e6-4ec1-abf6-a1f85dd3b36b/#blk_3c5585b7-003b-46a8-8da3-4d978c869ab8"},{"id":"occ_8f6632312c6e6d0a53798dca","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_a576fa5a-37e6-4ec1-abf6-a1f85dd3b36b","work_id":"wrk_f10d5b53-68f1-4910-99da-a417455c7877","block_id":"blk_47cda4d7-e601-44f2-a5b2-b48b87c838b9","section_id":"sec_f0ad356a-367b-4867-a895-81d297477bbc","layer":"code","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":29,"end":31,"exact":"冷却","quote":"```\n最高帯域\n最高密度\n最低コスト\n最大サイズ\n最良の冷却\n\nこれらを同時に最大化する方式は存在しない\n```","quote_start":0,"quote_end":57,"text_sha256":"207010eb074526681c672998423ca18d4aad7f7c320aae31e7fd2bb8bed39c1f","block_sha256":"207010eb074526681c672998423ca18d4aad7f7c320aae31e7fd2bb8bed39c1f","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_a576fa5a-37e6-4ec1-abf6-a1f85dd3b36b/#blk_47cda4d7-e601-44f2-a5b2-b48b87c838b9"},{"id":"occ_7ded5d39328df68a5ddf170f","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_a576fa5a-37e6-4ec1-abf6-a1f85dd3b36b","work_id":"wrk_f10d5b53-68f1-4910-99da-a417455c7877","block_id":"blk_72690c23-be94-40e5-8da8-4ea004f82c45","section_id":"sec_f0ad356a-367b-4867-a895-81d297477bbc","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":32,"end":34,"exact":"冷却","quote":"パッケージ方式は、製品の性能目標、消費電力、販売価格、製造数量、冷却方法によって選ばれる。","quote_start":0,"quote_end":45,"text_sha256":"da6959d79ec9f080cdc3aa9fcbef367100f23f0b2380dcc3a34e061a0063cc08","block_sha256":"da6959d79ec9f080cdc3aa9fcbef367100f23f0b2380dcc3a34e061a0063cc08","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_a576fa5a-37e6-4ec1-abf6-a1f85dd3b36b/#blk_72690c23-be94-40e5-8da8-4ea004f82c45"},{"id":"occ_22eafed69ebf516b27b08fe3","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_a576fa5a-37e6-4ec1-abf6-a1f85dd3b36b","work_id":"wrk_f10d5b53-68f1-4910-99da-a417455c7877","block_id":"blk_dec648b8-6b52-4d13-83ab-0d50c32a3225","section_id":"sec_e78015b1-2d15-4358-af32-f495383b35ab","layer":"code","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":76,"end":78,"exact":"冷却","quote":"信距離が短くなる\n      ↓\n電力・遅延を改善\n\n同時に\n      ↓\n熱密度が上がる\n      ↓\n冷却が難しくなる\n```","quote_start":21,"quote_end":88,"text_sha256":"2671cee7c6c18cf9febed84e5476c0755ce8dff5821c5113ee54e2a5360b80f8","block_sha256":"2671cee7c6c18cf9febed84e5476c0755ce8dff5821c5113ee54e2a5360b80f8","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_a576fa5a-37e6-4ec1-abf6-a1f85dd3b36b/#blk_dec648b8-6b52-4d13-83ab-0d50c32a3225"},{"id":"occ_3f5c5e78a03da726ce324dd9","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_a8af9681-d20e-4553-871e-1d7168015faf","work_id":"wrk_0a52ed54-a7c0-47ca-8fe2-45b791455a54","block_id":"blk_953edcae-4e64-4476-8c57-e8cc201d6d00","section_id":"sec_bad098e7-a4d9-4ac3-90af-c038bc1752f5","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":0,"end":2,"exact":"冷却","quote":"冷却がいる。","quote_start":0,"quote_end":6,"text_sha256":"8553a65f5fb2329540a1f27d49272ac072d73beb76e1ab47b372d900b8cde1d3","block_sha256":"8553a65f5fb2329540a1f27d49272ac072d73beb76e1ab47b372d900b8cde1d3","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_a8af9681-d20e-4553-871e-1d7168015faf/#blk_953edcae-4e64-4476-8c57-e8cc201d6d00"},{"id":"occ_03e9300e6335a71761581b36","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_abe6b561-f51c-4549-a97f-aab2b725492e","work_id":"wrk_f31c79fd-b257-498a-9ee1-d344ac94ffc7","block_id":"blk_433d1e84-8352-4aa9-84b5-1b3665926400","section_id":"sec_0bd48637-e5f0-4b12-87d8-ee895d5d20c1","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":47,"end":49,"exact":"冷却","quote":"銅配線は短距離では強い。\nだがラックをまたぐと、信号劣化、消費電力、リタイマー、ケーブル太さ、冷却が問題になる。","quote_start":0,"quote_end":56,"text_sha256":"8ff95cb421732b61f7f1f50729cd8ec4e6c74fd6f7794d634da05f7b84ba9841","block_sha256":"8ff95cb421732b61f7f1f50729cd8ec4e6c74fd6f7794d634da05f7b84ba9841","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_abe6b561-f51c-4549-a97f-aab2b725492e/#blk_433d1e84-8352-4aa9-84b5-1b3665926400"},{"id":"occ_3c804edba50615046e9262fd","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_abe6b561-f51c-4549-a97f-aab2b725492e","work_id":"wrk_f31c79fd-b257-498a-9ee1-d344ac94ffc7","block_id":"blk_61db9876-b611-4c96-a2d2-21238ed804f9","section_id":"sec_97f30fb1-a99c-434f-b6f3-547b0385841e","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":113,"end":115,"exact":"冷却","quote":"進む。\nAIネットワークが51.2Tから102.4T、さらにその先へ進むほど、プラガブル光だけでは密度、電力、冷却が苦しくなる。そこでCPOが効く。","quote_start":58,"quote_end":132,"text_sha256":"379cfecc9d594008dda9f0789150390dedd99116fb72772b3fe5cee6e3cb9d07","block_sha256":"379cfecc9d594008dda9f0789150390dedd99116fb72772b3fe5cee6e3cb9d07","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_abe6b561-f51c-4549-a97f-aab2b725492e/#blk_61db9876-b611-4c96-a2d2-21238ed804f9"},{"id":"occ_be57782efd16525e762fa5cb","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_abe6b561-f51c-4549-a97f-aab2b725492e","work_id":"wrk_f31c79fd-b257-498a-9ee1-d344ac94ffc7","block_id":"blk_c07e248e-36f3-42c7-8fe0-360083c81ca7","section_id":"sec_76c2b01f-d26d-480d-99ee-ff8233373150","layer":"code","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":99,"end":101,"exact":"冷却","quote":"定常的な大規模推論\n  → ワークロード固定\n  → カスタムASICで効率化\n  → ネットワーク・HBM・冷却まで共同設計\n```","quote_start":44,"quote_end":111,"text_sha256":"ce72aa3d4771fcd6e03982404d3789e36d938979b65cceb4a824a8677b2fa9ae","block_sha256":"ce72aa3d4771fcd6e03982404d3789e36d938979b65cceb4a824a8677b2fa9ae","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_abe6b561-f51c-4549-a97f-aab2b725492e/#blk_c07e248e-36f3-42c7-8fe0-360083c81ca7"},{"id":"occ_a230160221a8989438e6e048","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_abe6b561-f51c-4549-a97f-aab2b725492e","work_id":"wrk_f31c79fd-b257-498a-9ee1-d344ac94ffc7","block_id":"blk_fed4fde3-4390-4f2d-821c-12557ba9ca9a","section_id":"sec_d0d5d646-7e0c-4752-9422-b774a18e1a87","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":102,"end":104,"exact":"冷却","quote":"PU/XPU同士をどうつなぐか。\nラック内・ラック間をどうscale-up/scale-outするか。\n電力と冷却をどう抑えるか。","quote_start":47,"quote_end":112,"text_sha256":"c187365e7dc3d2de6d54639ac3fd72f73bc316d1b900365e2e442e4e791ef079","block_sha256":"c187365e7dc3d2de6d54639ac3fd72f73bc316d1b900365e2e442e4e791ef079","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_abe6b561-f51c-4549-a97f-aab2b725492e/#blk_fed4fde3-4390-4f2d-821c-12557ba9ca9a"},{"id":"occ_805bee9167ca991b9098530d","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_aea0fd30-a496-42e0-975e-3de7b0cd01ab","work_id":"wrk_4efede78-d9d9-4a37-854a-51a334476949","block_id":"blk_27a74cf7-9dfb-4555-93bd-673607d09b37","section_id":"sec_8747c6e9-bfe1-48ae-bd0e-5b586f5654fe","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":71,"end":73,"exact":"冷却","quote":"Anthropicのモデル性能だけではなく、HBM、DRAM、NAND、先端パッケージ、プローブカード、電力、冷却、ネットワークといった、AIインフラのボトルネック側へかなり移っていた。市場は「次のモデルが出るか」だけではなく、「そのモデルを動かすためのメモリが足りるのか」「設備投資はさらに増えるのか」「その設備","quote_start":16,"quote_end":173,"text_sha256":"36551a3107fee60346f8ed88de8f576a30aabf0d71566e1288220059871b6c13","block_sha256":"36551a3107fee60346f8ed88de8f576a30aabf0d71566e1288220059871b6c13","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_aea0fd30-a496-42e0-975e-3de7b0cd01ab/#blk_27a74cf7-9dfb-4555-93bd-673607d09b37"},{"id":"occ_73b8a25c3edb4a53986f6e9e","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_aea0fd30-a496-42e0-975e-3de7b0cd01ab","work_id":"wrk_4efede78-d9d9-4a37-854a-51a334476949","block_id":"blk_ab621d30-412e-41fa-bc6b-1023b90d3921","section_id":"sec_8747c6e9-bfe1-48ae-bd0e-5b586f5654fe","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":12,"end":14,"exact":"液冷","quote":"一方で、メモリや後工程、液冷、電力、光通信、検査装置のようなボトルネック側は、「ハイパースケーラーがどれだけ苦しくても、まず買わざるを得ないもの」として見られた。だから資金は、AIを使って儲ける企業から、AIを動かすために必要な","quote_start":0,"quote_end":114,"text_sha256":"6611b5e70e6f524a0647108b90182ece36936520d06f87267717532f39332ec0","block_sha256":"6611b5e70e6f524a0647108b90182ece36936520d06f87267717532f39332ec0","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_aea0fd30-a496-42e0-975e-3de7b0cd01ab/#blk_ab621d30-412e-41fa-bc6b-1023b90d3921"},{"id":"occ_23a142457e33fe7337dfa649","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_afc88027-978f-428a-a597-dd5d129dc441","work_id":"wrk_9fae1367-ebbb-47c5-ad7b-3700deb207cd","block_id":"blk_569047f4-3e96-4342-9edc-581e4be62781","section_id":"sec_dafdf8ea-34c3-44a8-9291-c199f0528742","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":44,"end":46,"exact":"冷却","quote":"AIデータセンターを作るには、巨大な電力供給、変圧器、送電網、受電設備、UPS、PDU、冷却設備、土地、建設能力が必要です。","quote_start":0,"quote_end":62,"text_sha256":"55de81862aaa866da5fbbf297336af4d6c494b288486fd744efbd641aa6dec2c","block_sha256":"55de81862aaa866da5fbbf297336af4d6c494b288486fd744efbd641aa6dec2c","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_afc88027-978f-428a-a597-dd5d129dc441/#blk_569047f4-3e96-4342-9edc-581e4be62781"},{"id":"occ_6e27184cdaf3043374f72521","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_afc88027-978f-428a-a597-dd5d129dc441","work_id":"wrk_9fae1367-ebbb-47c5-ad7b-3700deb207cd","block_id":"blk_c0d4d6dc-c6dd-4ba2-9d9e-6d1a85e4e405","section_id":"sec_d95e3708-1601-4d57-9687-b3620cb63398","layer":"body","character_id":null,"count":1,"matc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物理AIの成長は、ロボットメーカーだけでなく、GPU、ストレージ、通信、エッジAI、電力、冷却にも波及する。","quote_start":207,"quote_end":271,"text_sha256":"bc77efa0bfc6663887ef5722df115ab69c0ebde0bdfac332dae1bf349a75723f","block_sha256":"bc77efa0bfc6663887ef5722df115ab69c0ebde0bdfac332dae1bf349a75723f","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_b7b42bee-c256-4842-b2f2-b0052de2eff3/#blk_f634c1eb-9228-4d2e-a1cc-ee6317186518"},{"id":"occ_a4ae6e0d5479005ddaa2d01a","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_bbd7c7cc-2c2f-4ae5-b5ff-2c79a2e13e88","work_id":"wrk_0a43d7eb-6a36-444f-977f-73ef3a3f671a","block_id":"blk_4dce22ee-f7bf-4934-8bc2-0dda165cd314","section_id":"sec_60d98a5e-f540-45fd-aaf1-a9e61ff5238b","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":89,"end":91,"exact":"液冷","quote":"用MOSFETは価格競争が激しくなりやすい。一方で、車載主機インバータ、AIDC向けSST、SiCモジュール、液冷・熱設計、絶縁、ゲートドライバ、GPU向けSPS/MPC、長期信頼性では、まだ欧米・日本勢の堀が残る。","quote_start":34,"quote_end":142,"text_sha256":"8839703a1db964a9b367b0b1d94f3aa5b66783bff3a518b6e43dabc005b256e8","block_sha256":"8839703a1db964a9b367b0b1d94f3aa5b66783bff3a518b6e43dabc005b256e8","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_bbd7c7cc-2c2f-4ae5-b5ff-2c79a2e13e88/#blk_4dce22ee-f7bf-4934-8bc2-0dda165cd314"},{"id":"occ_57f3a09d90afa0e305b26a76","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_bbd7c7cc-2c2f-4ae5-b5ff-2c79a2e13e88","work_id":"wrk_0a43d7eb-6a36-444f-977f-73ef3a3f671a","block_id":"blk_be6ca099-d18a-4458-9535-c2d7c05ba783","section_id":"sec_e6676f75-bbc4-46c4-9a49-f59cc2a4342f","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":53,"end":55,"exact":"液冷","quote":"Rubin/Kyber世代では、ここに800VDC配電、高比率DC-DC、SSTまたはTRU、DC遮断器、液冷対応電源、BBU/キャパシタ、より高密度なVRMが加わる。","quote_start":0,"quote_end":84,"text_sha256":"3522c1302199d20b25d2a39e37e6bc94acff9b922c99ec262229c230e62484f0","block_sha256":"3522c1302199d20b25d2a39e37e6bc94acff9b922c99ec262229c230e62484f0","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_bbd7c7cc-2c2f-4ae5-b5ff-2c79a2e13e88/#blk_be6ca099-d18a-4458-9535-c2d7c05ba783"},{"id":"occ_0f29c13543402d678366dbf2","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_bbd7c7cc-2c2f-4ae5-b5ff-2c79a2e13e88","work_id":"wrk_0a43d7eb-6a36-444f-977f-73ef3a3f671a","block_id":"blk_c530d862-8a7d-497c-8a5f-5a0e76825b82","section_id":"sec_9079cfd8-9ea4-4889-9846-9680f82ca0a3","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":123,"end":125,"exact":"液冷","quote":"PSU内キャパシタが重要になる\n3. Rubin/Kyber世代では800VDC、SST、SiC、DC遮断器、液冷電源が立ち上がる\n4. GPU近傍ではDrMOS/SPSが20個/GPU級から50個/GPU級へ増える\n5. GaNはPSU・中間DC-DCで先に伸び、SiCは800VDC/SST/UPS/BBUで伸","quote_start":68,"quote_end":225,"text_sha256":"37edd44d608c3a481d6b1432e8d53d6bbaa461cb1f32ccf596492712d8fa71ea","block_sha256":"37edd44d608c3a481d6b1432e8d53d6bbaa461cb1f32ccf596492712d8fa71ea","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_bbd7c7cc-2c2f-4ae5-b5ff-2c79a2e13e88/#blk_c530d862-8a7d-497c-8a5f-5a0e76825b82"},{"id":"occ_acfa37be81a3318d51f601d7","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_bcca5c5e-94f7-4bf9-b249-187454f09a22","work_id":"wrk_77df700f-3c41-42ae-ad85-1b2c4392d920","block_id":"blk_0ddce5eb-cc98-4043-925f-d34661eec18b","section_id":"sec_aa0deb09-1962-48b9-8263-7262a6a58fb9","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":42,"end":44,"exact":"液冷","quote":"従来型メモリが余っていてもHBMが不足するように、旧世代GPUが余っていても、最新の液冷ラック、CPU、光接続、HBM、AIストレージは不足する。","quote_start":0,"quote_end":73,"text_sha256":"32ee8c3c56d666ee9f71ca7192dc905829dad813fe176206638d7ac9f745934a","block_sha256":"32ee8c3c56d666ee9f71ca7192dc905829dad813fe176206638d7ac9f745934a","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_bcca5c5e-94f7-4bf9-b249-187454f09a22/#blk_0ddce5eb-cc98-4043-925f-d34661eec18b"},{"id":"occ_a155af61061b54914459ce93","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_bcca5c5e-94f7-4bf9-b249-187454f09a22","work_id":"wrk_77df700f-3c41-42ae-ad85-1b2c4392d920","block_id":"blk_1103d404-9521-404c-bbc6-d88aab66a564","section_id":"sec_aa0deb09-1962-48b9-8263-7262a6a58fb9","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":11,"end":13,"exact":"冷却","quote":"その場合、建物、電力、冷却、光ネットワークの価値が消えるのではない。","quote_start":0,"quote_end":34,"text_sha256":"6b450ba64ce4c80c6ca85196658255a889f0d4b57cf260e6e4e92cc456916122","block_sha256":"6b450ba64ce4c80c6ca85196658255a889f0d4b57cf260e6e4e92cc456916122","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_bcca5c5e-94f7-4bf9-b249-187454f09a22/#blk_1103d404-9521-404c-bbc6-d88aab66a564"},{"id":"occ_503e47fb6a6e2e375a0af472","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_bcca5c5e-94f7-4bf9-b249-187454f09a22","work_id":"wrk_77df700f-3c41-42ae-ad85-1b2c4392d920","block_id":"blk_2fe6013b-8d28-4f3a-9114-2c048bcff670","section_id":"sec_96e65b1e-68ce-4464-9c22-cf4ccb5a1be7","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":15,"end":17,"exact":"液冷","quote":"一方で、安価な電力、受電設備、液冷、CPU、HBM、SSD、光通信、最新アクセラレーターを組み合わせ、計算資源を高稼働率で回せるAIDCの価値は残りやすい。","quote_start":0,"quote_end":78,"text_sha256":"2825d2b8ef1bbb4b03c6bf96fd0c8a57e17dbe39b51d6c44a84569890345d7bb","block_sha256":"2825d2b8ef1bbb4b03c6bf96fd0c8a57e17dbe39b51d6c44a84569890345d7bb","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_bcca5c5e-94f7-4bf9-b249-187454f09a22/#blk_2fe6013b-8d28-4f3a-9114-2c048bcff670"},{"id":"occ_f61e7572144f4769d70add1a","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_bcca5c5e-94f7-4bf9-b249-187454f09a22","work_id":"wrk_77df700f-3c41-42ae-ad85-1b2c4392d920","block_id":"blk_6aee5d0d-92f7-4b6c-b8a1-45e91dab19bc","section_id":"sec_8d29fa84-1240-471c-a3e5-6426ce1c6280","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":77,"end":79,"exact":"冷却","quote":"算量を分ける。\n- 利用者数、エージェント数、仕事数、試行回数、実行時間を追う。\n- AIDCは世代、電力費、冷却、ネットワーク、顧客集中で質が分かれる。\n- 旧モデルの陳腐化と、計算市場全体の消滅は同義ではない。\n- 最終需要が育たない場合、循環的な資金調達は猶予ではなく負担へ変わる。","quote_start":22,"quote_end":166,"text_sha256":"6aaa7bbeaad4b5785d0d93f5661ed65a49c5ab697e7f1a70abcbd253aaa66eaf","block_sha256":"6aaa7bbeaad4b5785d0d93f5661ed65a49c5ab697e7f1a70abcbd253aaa66eaf","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_bcca5c5e-94f7-4bf9-b249-187454f09a22/#blk_6aee5d0d-92f7-4b6c-b8a1-45e91dab19bc"},{"id":"occ_f44f7dbb1dd038b09a227815","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_bcca5c5e-94f7-4bf9-b249-187454f09a22","work_id":"wrk_77df700f-3c41-42ae-ad85-1b2c4392d920","block_id":"blk_6df0ca39-e4b9-44ce-a4a7-ff22f0c56515","section_id":"sec_24bfc75a-d426-4a61-b9be-68178b09d5e2","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却","液冷"],"evidence":{"text_basis":"markdown","start":67,"end":69,"exact":"冷却","quote":"を一枚岩で語れない理由も見える。余りやすいのは、電力費が高く、旧世代アクセラレーターへ固定され、ネットワークと冷却が弱く、単一顧客契約へ依存する設備である。価値が残りやすいのは、電力、受電、液冷、光接続、CPU、メモリ、ソフトウェアを更新でき、高稼働率で複数用途を受け入れられる設備である。","quote_start":12,"quote_end":157,"text_sha256":"5e9cd661aac14ed30ee7c8ff6b65c5bfde6db82abdfc7c99e2d5f20414c2e913","block_sha256":"5e9cd661aac14ed30ee7c8ff6b65c5bfde6db82abdfc7c99e2d5f20414c2e913","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_bcca5c5e-94f7-4bf9-b249-187454f09a22/#blk_6df0ca39-e4b9-44ce-a4a7-ff22f0c56515"},{"id":"occ_120170fcc10278bd056b72f7","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_bcca5c5e-94f7-4bf9-b249-187454f09a22","work_id":"wrk_77df700f-3c41-42ae-ad85-1b2c4392d920","block_id":"blk_8f67114e-1e0a-4574-baa2-5ff0eb9d3a85","section_id":"sec_aa0deb09-1962-48b9-8263-7262a6a58fb9","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":0,"end":2,"exact":"液冷","quote":"液冷設備","quote_start":0,"quote_end":4,"text_sha256":"20ac051ed4908fa08b13fab1fecf6c86523480e7379506df112d9fa4642b841c","block_sha256":"20ac051ed4908fa08b13fab1fecf6c86523480e7379506df112d9fa4642b841c","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_bcca5c5e-94f7-4bf9-b249-187454f09a22/#blk_8f67114e-1e0a-4574-baa2-5ff0eb9d3a85"},{"id":"occ_93a2e92a83b4d7c72ddeacba","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_bcca5c5e-94f7-4bf9-b249-187454f09a22","work_id":"wrk_77df700f-3c41-42ae-ad85-1b2c4392d920","block_id":"blk_f3108d87-ec49-47a3-87ca-153fc31b4c3d","section_id":"sec_043df9da-d56e-40cb-800d-953b662f0c22","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":11,"end":13,"exact":"冷却","quote":"土地、送電線、変電所、冷却設備、光通信、GPU、CPU、メモリを先に確保する必要がある。","quote_start":0,"quote_end":44,"text_sha256":"ea2c8cb1d95719c160ee36c6c1d31b701ee72a6b8a51af09b1da6cfd6cdc659f","block_sha256":"ea2c8cb1d95719c160ee36c6c1d31b701ee72a6b8a51af09b1da6cfd6cdc659f","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_bcca5c5e-94f7-4bf9-b249-187454f09a22/#blk_f3108d87-ec49-47a3-87ca-153fc31b4c3d"},{"id":"occ_def0337eb3620b59c6e569be","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_bde0c156-c5e8-4c02-a4c1-11e282359f67","work_id":"wrk_a7af3483-9e85-4461-8227-e9fe7141f2c3","block_id":"blk_50f34f93-0a5c-48cf-a15f-10afbe124492","section_id":"sec_91c01cfd-4021-4a91-86d9-4946273fb6aa","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":42,"end":44,"exact":"冷却","quote":"これからのAI企業は、賢いモデルを作るだけでは足りない。  \n電力を取れるか。  \n冷却できるか。  \nデータセンターを建てられるか。  \nGPUを確保できるか。  \n通信網を持てるか。  \nロボットや車に実装できるか。  \n半導体供給を押さえられるか。","quote_start":0,"quote_end":127,"text_sha256":"44aa35beb5b3d3e800f346577fd8e90c807f09da98a9869c8a23bd564fa8af9d","block_sha256":"44aa35beb5b3d3e800f346577fd8e90c807f09da98a9869c8a23bd564fa8af9d","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_bde0c156-c5e8-4c02-a4c1-11e282359f67/#blk_50f34f93-0a5c-48cf-a15f-10afbe124492"},{"id":"occ_44b1473c56cdcf50ddb25497","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_bde0c156-c5e8-4c02-a4c1-11e282359f67","work_id":"wrk_a7af3483-9e85-4461-8227-e9fe7141f2c3","block_id":"blk_79c3c81e-b33c-490e-afe7-aa3c4e247fbf","section_id":"sec_58f4ded1-20f0-44f7-aba8-237006c16e40","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":67,"end":69,"exact":"冷却","quote":"はGPUが必要。  \nGPUを動かすには電力が必要。  \n電力を使うには変電設備が必要。  \n発熱を逃がすには冷却が必要。  \n冷却には水や熱交換設備が必要。  \n全体を動かすには建設、配線、ラック、施工人材が必要。","quote_start":12,"quote_end":120,"text_sha256":"afbbda2f3d834d74e441628e97f49d8f14058abbba53e7a8a5cbb12f56ad3e45","block_sha256":"afbbda2f3d834d74e441628e97f49d8f14058abbba53e7a8a5cbb12f56ad3e45","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_bde0c156-c5e8-4c02-a4c1-11e282359f67/#blk_79c3c81e-b33c-490e-afe7-aa3c4e247fbf"},{"id":"occ_713eae15c38f3bc8c9b8cee5","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_bde0c156-c5e8-4c02-a4c1-11e282359f67","work_id":"wrk_a7af3483-9e85-4461-8227-e9fe7141f2c3","block_id":"blk_ac6cdc5c-0ee8-4424-9ae8-63a52a403ca4","section_id":"sec_58f4ded1-20f0-44f7-aba8-237006c16e40","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":43,"end":45,"exact":"冷却","quote":"AI時代に必要なのは、賢いモデルだけではない。  \n一番速くGPUを並べ、電力を取り、冷却し、工場を建て、通信し、物理世界に実装できる会社である。","quote_start":0,"quote_end":73,"text_sha256":"d33fbffe6d0b3c38e12d1063b2f68be3f536fb251ba1d8abf4d52656aed28efd","block_sha256":"d33fbffe6d0b3c38e12d1063b2f68be3f536fb251ba1d8abf4d52656aed28efd","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_bde0c156-c5e8-4c02-a4c1-11e282359f67/#blk_ac6cdc5c-0ee8-4424-9ae8-63a52a403ca4"},{"id":"occ_69fe1206c864c566fbeee6a4","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_bde0c156-c5e8-4c02-a4c1-11e282359f67","work_id":"wrk_a7af3483-9e85-4461-8227-e9fe7141f2c3","block_id":"blk_d4b179f8-0d37-4898-a738-6156f9c878a1","section_id":"sec_3caadbdc-7f78-46a8-9dd2-151765dfbf0f","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":8,"end":10,"exact":"冷却","quote":"第2層は、電力、冷却、データセンター、工場である。  \nTesla Megapack、変電設備、冷却水、発電設備、データセンター施工、ラック、ケーブル、パワーエレクトロニクスがここに入る。","quote_start":0,"quote_end":94,"text_sha256":"9f7f52b25a4fa87a9e7d377c38b7d1cb2dec3753393fcb4536f06e010dca621d","block_sha256":"9f7f52b25a4fa87a9e7d377c38b7d1cb2dec3753393fcb4536f06e010dca621d","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_bde0c156-c5e8-4c02-a4c1-11e282359f67/#blk_d4b179f8-0d37-4898-a738-6156f9c878a1"},{"id":"occ_be8f63bb53a68b5c17cf5a0e","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_c1530075-b9e3-4144-b8ce-f6e480c778fa","work_id":"wrk_50367f10-59d7-41cc-990d-213cec7e7f79","block_id":"blk_25e24c2f-0261-45e0-a17e-45fe19a3ea39","section_id":"sec_bcd70ef8-3578-4856-8b37-f4d224ce2396","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":34,"end":36,"exact":"冷却","quote":"知能が増えれば、次に詰まるのは、\nレビュー、検証、監査、通信、電力、冷却、光接続、データ、ロボット実機、規制、組織処理能力である。","quote_start":0,"quote_end":65,"text_sha256":"4d175557776c2321e132368b4b5cf73d1f3fc42f8b2ccbc7ffa94ea6ff671569","block_sha256":"4d175557776c2321e132368b4b5cf73d1f3fc42f8b2ccbc7ffa94ea6ff671569","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_c1530075-b9e3-4144-b8ce-f6e480c778fa/#blk_25e24c2f-0261-45e0-a17e-45fe19a3ea39"},{"id":"occ_e269f79170e25779f2e8bfb2","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_c1530075-b9e3-4144-b8ce-f6e480c778fa","work_id":"wrk_50367f10-59d7-41cc-990d-213cec7e7f79","block_id":"blk_6f0877f3-b4f8-4c85-ab18-ad3d18d9a614","section_id":"sec_bcd70ef8-3578-4856-8b37-f4d224ce2396","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":85,"end":87,"exact":"冷却","quote":"nPレーザー\nCPO/外部光源\nCDN\nWAF\nBot Management\nゼロトラスト\n電力設備\n変圧器\n冷却\nデータセンター建設\nロボティクス基盤\nシミュレーション環境","quote_start":30,"quote_end":117,"text_sha256":"9e2a71e13198cf919512bf39c699e202cdc296ba1180468aca9e8eed26feb357","block_sha256":"9e2a71e13198cf919512bf39c699e202cdc296ba1180468aca9e8eed26feb357","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_c1530075-b9e3-4144-b8ce-f6e480c778fa/#blk_6f0877f3-b4f8-4c85-ab18-ad3d18d9a614"},{"id":"occ_71149ee9afb4cd98bd70f0c7","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_c1530075-b9e3-4144-b8ce-f6e480c778fa","work_id":"wrk_50367f10-59d7-41cc-990d-213cec7e7f79","block_id":"blk_93788898-1919-484f-9520-86ee1a57caa9","section_id":"sec_3b344d82-9f06-4fce-ab8e-915d12badabf","layer":"character","character_id":"zetu_noia","count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":104,"end":106,"exact":"冷却","quote":"肢を並べる。これが増えると、必要になるのはGPUだけではありません。通信、ストレージ、ログ、監査、認証、電力、冷却、全部です。","quote_start":49,"quote_end":112,"text_sha256":"900ff18c956b87f27f34f317f8b139bebff3c7ac2aa2248bebc09e9397d3fee5","block_sha256":"900ff18c956b87f27f34f317f8b139bebff3c7ac2aa2248bebc09e9397d3fee5","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_c1530075-b9e3-4144-b8ce-f6e480c778fa/#blk_93788898-1919-484f-9520-86ee1a57caa9"},{"id":"occ_4133dca6099329afd04ee04a","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_c1530075-b9e3-4144-b8ce-f6e480c778fa","work_id":"wrk_50367f10-59d7-41cc-990d-213cec7e7f79","block_id":"blk_fa17016e-0139-4e67-ba99-8f1bc6b86b23","section_id":"sec_bcd70ef8-3578-4856-8b37-f4d224ce2396","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":51,"end":53,"exact":"冷却","quote":"モデルが賢くなる。\nすると推論需要が増える。\n推論需要が増えると、GPU、HBM、ネットワーク、電力、冷却が必要になる。\nAIエージェントが増えると、Webアクセス、Bot Management、WAF、ID管理、署名付きエージェント、レート制限が必要になる。\nロボティクスやVLAが進むと、実世界データ、","quote_start":0,"quote_end":153,"text_sha256":"27531114406ddc839f3de50525dd2590af41fec63902caef7864c3573ebe88f6","block_sha256":"27531114406ddc839f3de50525dd2590af41fec63902caef7864c3573ebe88f6","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_c1530075-b9e3-4144-b8ce-f6e480c778fa/#blk_fa17016e-0139-4e67-ba99-8f1bc6b86b23"},{"id":"occ_853c812deadfb18761fefc80","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_c1c597d3-818f-4d4d-898d-56a2070b189f","work_id":"wrk_4830a588-ef6a-4229-857e-c5b4eff6f7e3","block_id":"blk_318d73b0-8df5-4f69-8990-64d79e19e571","section_id":"sec_e31ac974-07ad-4fd6-85cf-955d6c3d9e1f","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":61,"end":63,"exact":"冷却","quote":"体専用品ではなく、宝石、ガラス、光学結晶、金属組織試料の切断機を改造したものだった。刃の厚さ、振動、送り速度、冷却液は、工場内の技術者が試行錯誤して決めた。","quote_start":6,"quote_end":84,"text_sha256":"c0ae80c237e74432b995027587cf683c8df0375863ec154df9282b456ca7ff2f","block_sha256":"c0ae80c237e74432b995027587cf683c8df0375863ec154df9282b456ca7ff2f","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_c1c597d3-818f-4d4d-898d-56a2070b189f/#blk_318d73b0-8df5-4f69-8990-64d79e19e571"},{"id":"occ_f7e3dee65d0f216bed82d005","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_c32517c2-0e67-4292-87c7-24a6f6431091","work_id":"wrk_b4934ed4-1d9f-4030-87d4-fc3c250f3c01","block_id":"blk_7ab3bbae-acf3-4211-9892-014c71fa8ad4","section_id":"sec_d2fc206d-3350-4592-9aec-451d80e679dd","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":140,"end":142,"exact":"冷却","quote":"る工場**のようなものなので、OpenAIやAnthropicの成長は、そのまま電力・送配電・蓄電・発電設備・冷却への需要につながります。逆に言えば、AIの成長物語がどれだけ強くても、**電力コストが想定以上に上がれば、株式市場全体の調整要因になりうる**ということです。AIは技術の話に見えて、実はかなりの部分が","quote_start":85,"quote_end":242,"text_sha256":"e2b158e7e92ec07b703cf7f2958d7cded35017b9b04df80711d821204f680c33","block_sha256":"e2b158e7e92ec07b703cf7f2958d7cded35017b9b04df80711d821204f680c33","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_c32517c2-0e67-4292-87c7-24a6f6431091/#blk_7ab3bbae-acf3-4211-9892-014c71fa8ad4"},{"id":"occ_07e62c5a6e5458962a065279","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_c32517c2-0e67-4292-87c7-24a6f6431091","work_id":"wrk_b4934ed4-1d9f-4030-87d4-fc3c250f3c01","block_id":"blk_d2ba3336-d7bb-41bb-9217-cc736a9700ed","section_id":"sec_0e42efc2-d63b-4390-8202-cd23835efbb9","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":258,"end":260,"exact":"冷却","quote":"社が上場して資金を得るほど、その裏で必要になるのは**GPU、TPU、ネットワーク機器、光接続、メモリ、電源、冷却**です。つまり、AI IPOの本当の“二次受益者”は、このインフラ側です。 ([Reuters](https://www.reuters.com/business/broadcom-signs-lo","quote_start":203,"quote_end":360,"text_sha256":"6a66fe3c9d71656c41378700f3c235758c73b11b2dcd06cd1744d74a8df8665d","block_sha256":"6a66fe3c9d71656c41378700f3c235758c73b11b2dcd06cd1744d74a8df8665d","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_c32517c2-0e67-4292-87c7-24a6f6431091/#blk_d2ba3336-d7bb-41bb-9217-cc736a9700ed"},{"id":"occ_2c3a4da1c532a8e4a687434a","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_c3791796-7fb7-4aa8-a70b-bf30979f4726","work_id":"wrk_d8ac95cd-fc69-48bd-b1c9-0f1180c20086","block_id":"blk_635416e3-9827-4e58-b427-16a325ff9c10","section_id":"sec_195d44c7-13cf-42e6-a641-099bf36be0cc","layer":"code","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":17,"end":19,"exact":"冷却","quote":"```\n加熱・膨張\n     ↓\n冷却・収縮\n     ↓\n繰り返し\n     ↓\n疲労亀裂\n```","quote_start":0,"quote_end":50,"text_sha256":"65506d5356909cab7f0df557746b5538ebe73ba5bde0d65768ec482c419d96c9","block_sha256":"65506d5356909cab7f0df557746b5538ebe73ba5bde0d65768ec482c419d96c9","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_c3791796-7fb7-4aa8-a70b-bf30979f4726/#blk_635416e3-9827-4e58-b427-16a325ff9c10"},{"id":"occ_d9f5636e13efb0c9f368f4ae","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_c3791796-7fb7-4aa8-a70b-bf30979f4726","work_id":"wrk_d8ac95cd-fc69-48bd-b1c9-0f1180c20086","block_id":"blk_c5db3863-68d8-49cb-8ca8-1324097e5359","section_id":"sec_1d3add9e-27bc-4dfc-a3d1-192e2dfbb146","layer":"code","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":139,"end":141,"exact":"冷却","quote":"        ↓\n④ 加熱・加圧\n           ↓\n⑤ はんだを接合\n           ↓\n⑥ 冷却\n           ↓\n⑦ アンダーフィルを形成\n```","quote_start":84,"quote_end":171,"text_sha256":"85f00d85b53b61792f2d8323f5486675b577a216f23eeffb04f1c4457df77462","block_sha256":"85f00d85b53b61792f2d8323f5486675b577a216f23eeffb04f1c4457df77462","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_c3791796-7fb7-4aa8-a70b-bf30979f4726/#blk_c5db3863-68d8-49cb-8ca8-1324097e5359"},{"id":"occ_3c9a84812c2eea2e03642ecd","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_c3791796-7fb7-4aa8-a70b-bf30979f4726","work_id":"wrk_d8ac95cd-fc69-48bd-b1c9-0f1180c20086","block_id":"blk_fc248bb9-53ce-4cfc-b220-40107d1be096","section_id":"sec_62fe1930-d0ef-49fb-8c47-83ba8844b9df","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":23,"end":25,"exact":"冷却","quote":"しかしダイ単体では、完成パッケージと同じ電源、冷却、接続条件を再現できない場合がある。","quote_start":0,"quote_end":43,"text_sha256":"3daf0e27cd145dfa4f07fb34b3416a90e1d4452f6037905b53809fa040f7209f","block_sha256":"3daf0e27cd145dfa4f07fb34b3416a90e1d4452f6037905b53809fa040f7209f","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_c3791796-7fb7-4aa8-a70b-bf30979f4726/#blk_fc248bb9-53ce-4cfc-b220-40107d1be096"},{"id":"occ_120c85fee860e6a72a0faac1","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_c70dba8d-8c2a-4c07-934b-5920ce54c240","work_id":"wrk_cf92e285-09db-4e9a-9a37-a886a43a8bcc","block_id":"blk_660c50e6-4a25-49ea-b73b-cef3aaa39368","section_id":"sec_5d5046bf-81f8-4abe-9232-9eb0d27f07ed","layer":"code","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":41,"end":43,"exact":"冷却","quote":"```\nダイ数の増加\n→ パッケージ複雑化\n→ 接続部の増加\n→ テスト増加\n→ 冷却の難化\n```","quote_start":0,"quote_end":50,"text_sha256":"8e9ec7d2448a4bce129d484ef6fc263975148cfe426ec9296767b7a9259468db","block_sha256":"8e9ec7d2448a4bce129d484ef6fc263975148cfe426ec9296767b7a9259468db","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_c70dba8d-8c2a-4c07-934b-5920ce54c240/#blk_660c50e6-4a25-49ea-b73b-cef3aaa39368"},{"id":"occ_c3ec87c978ef5cc28364f255","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_c70dba8d-8c2a-4c07-934b-5920ce54c240","work_id":"wrk_cf92e285-09db-4e9a-9a37-a886a43a8bcc","block_id":"blk_a8697b96-4954-4bb5-a54d-dd59e8c454e7","section_id":"sec_c3723e34-97a9-4825-bc07-8cc426ea2f65","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":37,"end":39,"exact":"冷却","quote":"- パッケージ上の配置\n- バンプの位置\n- 電源電圧\n- クロック\n- 冷却\n- ファームウェア\n- セキュリティ\n- キャッシュコヒーレンシ\n- 起動順序\n- テスト方法","quote_start":0,"quote_end":87,"text_sha256":"2879451c94b2ac1b1ad2c08963986d3efb261df1a4c21cba37682751343d0b1b","block_sha256":"2879451c94b2ac1b1ad2c08963986d3efb261df1a4c21cba37682751343d0b1b","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_c70dba8d-8c2a-4c07-934b-5920ce54c240/#blk_a8697b96-4954-4bb5-a54d-dd59e8c454e7"},{"id":"occ_77343e5fa132e314e5dfa873","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_c86889d8-e5bd-4ef7-bf68-bd8e1e5e636d","work_id":"wrk_cb865e8a-05d7-4b0a-9c2e-c768b8a29baa","block_id":"blk_22b162ec-34f3-452f-98ee-e9459ec75f25","section_id":"sec_efc71d6a-6267-4be6-9b25-13dc0036c173","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":255,"end":257,"exact":"冷却","quote":"のリーダーからの絶大な信任投票に他なりません。TerraPowerは、ワイオミング州で建設中の自社のナトリウム冷却高速炉「Natrium」のために、安定したHALEU供給源を確保する必要があります 。","quote_start":200,"quote_end":300,"text_sha256":"f91a7be0b93a1414d7a91bb2c257dbe67c39cff3200806b151b4a5b0fc0ad650","block_sha256":"f91a7be0b93a1414d7a91bb2c257dbe67c39cff3200806b151b4a5b0fc0ad650","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_c86889d8-e5bd-4ef7-bf68-bd8e1e5e636d/#blk_22b162ec-34f3-452f-98ee-e9459ec75f25"},{"id":"occ_3688f65c0596444a0f2bef75","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_ca87695f-4cf9-40a1-bc61-6a123a71ffe6","work_id":"wrk_92c272f3-ada3-4a0c-815e-d33c175ffbe0","block_id":"blk_936a13b7-f276-464f-b1b3-a9f6ad4baa7d","section_id":"sec_2e3d3f4d-e8aa-4b7e-9d63-28a5c23da85c","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":57,"end":59,"exact":"冷却","quote":"端モデルの訓練と推論には、巨額のデータセンター投資が必要である。  \nGPU、ASIC、HBM、ネットワーク、冷却、電力、土地、送電、研究者、セキュリティ評価。  \nこれらのコストは膨大である。","quote_start":2,"quote_end":99,"text_sha256":"3e825dcee6ffefc8eef8d4487af1649c2250d07515a7b9316250916753a57371","block_sha256":"3e825dcee6ffefc8eef8d4487af1649c2250d07515a7b9316250916753a57371","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_ca87695f-4cf9-40a1-bc61-6a123a71ffe6/#blk_936a13b7-f276-464f-b1b3-a9f6ad4baa7d"},{"id":"occ_6d4318d591fb957e8f8ea898","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_cd09d63d-aa63-4e93-bc42-e8db09f09c30","work_id":"wrk_c758193e-1b38-456f-813c-ec485338d79a","block_id":"blk_2e88ce74-6c5a-4bd5-8582-9f8a7eaae618","section_id":"sec_071d540b-f899-4c56-858b-8c68796b0788","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":30,"end":32,"exact":"冷却","quote":"- どのダイを上に置くか\n- 発熱源をどこへ配置するか\n- 冷却面へどのダイを近づけるか\n- 電源配線をどう通すか","quote_start":0,"quote_end":57,"text_sha256":"fd6e0ac30d7fb1c83e8b1bb35b8c3f39f40a9280d35bcb894cbe7c25acb85438","block_sha256":"fd6e0ac30d7fb1c83e8b1bb35b8c3f39f40a9280d35bcb894cbe7c25acb85438","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_cd09d63d-aa63-4e93-bc42-e8db09f09c30/#blk_2e88ce74-6c5a-4bd5-8582-9f8a7eaae618"},{"id":"occ_0001be4fb56600444e5cce8c","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_cd09d63d-aa63-4e93-bc42-e8db09f09c30","work_id":"wrk_c758193e-1b38-456f-813c-ec485338d79a","block_id":"blk_5080f575-d126-40d4-b360-d02bd8e7254b","section_id":"sec_071d540b-f899-4c56-858b-8c68796b0788","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":53,"end":55,"exact":"冷却","quote":"AMDの第2世代3D V-CacheでキャッシュをCPUコアの下へ配置した構造は、発熱の大きいCPUコアを冷却面へ近づける設計例である。([AMD](https://www.amd.com/en/products/processors/technologies/3d-v-cache.html?utm_sour","quote_start":0,"quote_end":155,"text_sha256":"8e156ca98ffcfbca04a548a0d08ebf8125c38bf0836ba55c32fd7110b94edd25","block_sha256":"8e156ca98ffcfbca04a548a0d08ebf8125c38bf0836ba55c32fd7110b94edd25","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_cd09d63d-aa63-4e93-bc42-e8db09f09c30/#blk_5080f575-d126-40d4-b360-d02bd8e7254b"},{"id":"occ_80e1855cbf6b442fa0652acf","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_cd09d63d-aa63-4e93-bc42-e8db09f09c30","work_id":"wrk_c758193e-1b38-456f-813c-ec485338d79a","block_id":"blk_a95aedba-4f6c-4e11-acfa-b0f59f72534a","section_id":"sec_071d540b-f899-4c56-858b-8c68796b0788","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":15,"end":17,"exact":"冷却","quote":"しかし、3D積層システム全体の冷却が必ず容易になるわけではない。","quote_start":0,"quote_end":32,"text_sha256":"e7b323ab55afafa165bb6921c62733951e65e23da89f0c19f618b95b89875832","block_sha256":"e7b323ab55afafa165bb6921c62733951e65e23da89f0c19f618b95b89875832","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_cd09d63d-aa63-4e93-bc42-e8db09f09c30/#blk_a95aedba-4f6c-4e11-acfa-b0f59f72534a"},{"id":"occ_3eed3c6d80d46fc981829e38","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_cfe5b9e3-26a7-41f5-bf9e-934074846f04","work_id":"wrk_32710c09-9463-4267-9e64-b41e736195fc","block_id":"blk_88d0c90f-269a-4bfa-83e7-036d56236124","section_id":"sec_61a6ca13-0e6f-4e2c-b573-6d1c34adaa4e","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":66,"end":68,"exact":"冷却","quote":"くEffective利用率を見る\n- KV PoolingとExpert配置を別の時間軸で設計する\n- 電力・冷却・保守性をFabric設計の外部条件にしない","quote_start":11,"quote_end":90,"text_sha256":"fa08a05808fff00d8fb44221c9d783a36287a3467936b23fa95c453bc218e1c3","block_sha256":"fa08a05808fff00d8fb44221c9d783a36287a3467936b23fa95c453bc218e1c3","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_cfe5b9e3-26a7-41f5-bf9e-934074846f04/#blk_88d0c90f-269a-4bfa-83e7-036d56236124"},{"id":"occ_a86e478431812f2bb736ad7e","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_cfe5b9e3-26a7-41f5-bf9e-934074846f04","work_id":"wrk_32710c09-9463-4267-9e64-b41e736195fc","block_id":"blk_da446afa-ed9b-4d54-a59d-3906bc941683","section_id":"sec_eeeefc47-d75b-4e2c-8593-44a354af0137","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":30,"end":32,"exact":"液冷","quote":"Lightmatterは2026年、64 laserを一つの液冷Laser NICへ統合し、一moduleで51.2Tb/s、複数moduleで数百Tb/s級CPO scale-up bandwidthを支えるGuide DRを発表した。","quote_start":0,"quote_end":119,"text_sha256":"a07512e0261b5338303adc63600326b664e4c7a7a27ae9b5762c28c6ea3f85ff","block_sha256":"a07512e0261b5338303adc63600326b664e4c7a7a27ae9b5762c28c6ea3f85ff","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_cfe5b9e3-26a7-41f5-bf9e-934074846f04/#blk_da446afa-ed9b-4d54-a59d-3906bc941683"},{"id":"occ_31c3236cfcbd0d1ab549af8d","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_d4189e74-ba90-4c4f-8495-9a2fccea5a2a","work_id":"wrk_ba0d2481-72cf-412b-92be-570c7d9c07e4","block_id":"blk_1735ca5a-9a32-483d-b705-93fd1ba78b9b","section_id":"sec_8b1af28a-d3d5-48e0-ab40-dcccf0b1ffe6","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":18,"end":20,"exact":"冷却","quote":"通信網、クラウド、ストレージ、電源、冷却、保守まで含めた**垂直統合型インフラ企業**である。","quote_start":0,"quote_end":47,"text_sha256":"0aa606decef83b8235b3e14404e9ce08ab4cd093b768b347dae9079f4aa5c593","block_sha256":"0aa606decef83b8235b3e14404e9ce08ab4cd093b768b347dae9079f4aa5c593","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_d4189e74-ba90-4c4f-8495-9a2fccea5a2a/#blk_1735ca5a-9a32-483d-b705-93fd1ba78b9b"},{"id":"occ_1a528aaf1c60e236e349f56d","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_d4189e74-ba90-4c4f-8495-9a2fccea5a2a","work_id":"wrk_ba0d2481-72cf-412b-92be-570c7d9c07e4","block_id":"blk_1c13cc83-c0e8-4a2b-b7d1-e74a4b55fa33","section_id":"sec_2ed0e0d0-fb11-4e8a-a324-e4bcb2c9a836","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":67,"end":69,"exact":"液冷","quote":"ー\n- 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低価格な電力・冷却設備\n- 融資と保守","quote_start":17,"quote_end":84,"text_sha256":"c8d1e0bb071296e2a30a99dc35c64146c8d8eb20500b5e66feb94558ac356bcf","block_sha256":"c8d1e0bb071296e2a30a99dc35c64146c8d8eb20500b5e66feb94558ac356bcf","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_d4189e74-ba90-4c4f-8495-9a2fccea5a2a/#blk_7bf0962b-d25a-4895-8fe3-286891b32fb0"},{"id":"occ_1cc3d99a82c014c67a2b3ba2","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_d567eb31-f37d-4b61-934d-8845386d4709","work_id":"wrk_e6157113-17cb-485f-b4b8-72229fe871f1","block_id":null,"section_id":null,"layer":"title","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"title","start":20,"end":22,"exact":"冷却","quote":"AIインフラ日次観測: ソフトバンクG、冷却技術、反対運動が示す市場の焦点","quote_start":0,"quote_end":37,"text_sha256":"df5848d4e46f69b19518b145d2f83d8c177c311d07bf7192bc0ef81ac11785df","block_sha256":null,"offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_d567eb31-f37d-4b61-934d-8845386d4709/"},{"id":"occ_db689fb40ac4d2ee0ab4008a","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_d567eb31-f37d-4b61-934d-8845386d4709","work_id":"wrk_e6157113-17cb-485f-b4b8-72229fe871f1","block_id":"blk_1ef75931-cbc4-4d0a-97a7-b8d48856a525","section_id":"sec_d8d5e407-ee74-48f3-b0e2-f7e8b1facb9e","layer":"character","character_id":"sil_kathna","count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":42,"end":44,"exact":"冷却","quote":"ひとつのニュースは、石のかけらにすぎない。だが、かけらを並べると身体が見える。電力、冷却、光、土地。市場はその骨格を、日ごとに少しずつ照らしている。","quote_start":0,"quote_end":74,"text_sha256":"c170671d9c962ca28c0e765bbdc5df96411bdd10dabfc6fd34d766e7c1e9ce65","block_sha256":"c170671d9c962ca28c0e765bbdc5df96411bdd10dabfc6fd34d766e7c1e9ce65","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_d567eb31-f37d-4b61-934d-8845386d4709/#blk_1ef75931-cbc4-4d0a-97a7-b8d48856a525"},{"id":"occ_0e984074fb73c0602ab9f70b","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_d567eb31-f37d-4b61-934d-8845386d4709","work_id":"wrk_e6157113-17cb-485f-b4b8-72229fe871f1","block_id":"blk_25dc2099-d332-4c02-acd0-fd39e2144646","section_id":"sec_67880c89-2090-4ab5-ab5a-e520ad650bfa","layer":"body","character_id":null,"count":3,"matched_aliases":["冷却","水冷"],"evidence":{"text_basis":"markdown","start":47,"end":49,"exact":"水冷","quote":"- 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市場では半導体、電力、冷却、通信、ケーブル関連が一つのテーマとして見られている。","quote_start":0,"quote_end":145,"text_sha256":"85cc81c8f47e75f219d31602818dd08f50a73bb5ec33e6d9cde7c0c5ed30e4b7","block_sha256":"85cc81c8f47e75f219d31602818dd08f50a73bb5ec33e6d9cde7c0c5ed30e4b7","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_d567eb31-f37d-4b61-934d-8845386d4709/#blk_25dc2099-d332-4c02-acd0-fd39e2144646"},{"id":"occ_4c0557f4eb567221daa85ce6","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_d567eb31-f37d-4b61-934d-8845386d4709","work_id":"wrk_e6157113-17cb-485f-b4b8-72229fe871f1","block_id":"blk_49a7d742-de17-4baa-8374-50694e3e9249","section_id":"sec_0a92525f-1770-478b-b0ce-fcf6a8f90115","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":42,"end":44,"exact":"冷却","quote":"AIインフラの日次ニュースは、材料が多く、散らばって見えます。ソフトバンクGの投資、冷却技術、米国の反対運動、メモリ株、通信関連、電力会社。これらを個別ニュースとして追うだけでは、全体像が見えにくくなります。","quote_start":0,"quote_end":104,"text_sha256":"7531d694ad3757bb0d8fa1972a9f12d891581f13ac8dcbe83d7ad31519425ae7","block_sha256":"7531d694ad3757bb0d8fa1972a9f12d891581f13ac8dcbe83d7ad31519425ae7","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_d567eb31-f37d-4b61-934d-8845386d4709/#blk_49a7d742-de17-4baa-8374-50694e3e9249"},{"id":"occ_e137922894381bcfb2a4a1a5","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_d567eb31-f37d-4b61-934d-8845386d4709","work_id":"wrk_e6157113-17cb-485f-b4b8-72229fe871f1","block_id":"blk_6c52d612-b2a1-4061-b752-cf97dd9fc1fa","section_id":"sec_3606736a-9115-44b2-a64e-25dcf0658e11","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":35,"end":37,"exact":"冷却","quote":"- 大型投資ニュースが、実際の建設・電力契約・顧客契約に進むか。\n- 冷却技術が実証段階から商用導入へ進む速度。\n- 米国の反対運動が、どの州・自治体で許認可遅延につながるか。\n- 日次ニュースが特定銘柄の短期思惑に寄りすぎていないか。","quote_start":0,"quote_end":118,"text_sha256":"8de1760a6a92657c72d04ad998d1b52acb32f7d34820b1444e2d3c292068aedf","block_sha256":"8de1760a6a92657c72d04ad998d1b52acb32f7d34820b1444e2d3c292068aedf","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_d567eb31-f37d-4b61-934d-8845386d4709/#blk_6c52d612-b2a1-4061-b752-cf97dd9fc1fa"},{"id":"occ_87db8b5b310cf556b7855b5c","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_d567eb31-f37d-4b61-934d-8845386d4709","work_id":"wrk_e6157113-17cb-485f-b4b8-72229fe871f1","block_id":"blk_72509c1b-a9e2-42f1-ad06-f96ec1059603","section_id":"sec_0a92525f-1770-478b-b0ce-fcf6a8f90115","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":61,"end":63,"exact":"冷却","quote":"、AIインフラの拡張がどの層に波及しているかです。計算層ではGPUやHBM。施設層ではデータセンター、ラック、冷却。電力層では発電、送電、変圧器、UPS。接続層では光通信、ケーブル、コネクタ。社会層では水、騒音、土地利用、許認可。この層ごとにニュースを置いていくと、日次材料がひとつの地図になります。","quote_start":6,"quote_end":156,"text_sha256":"343a5ca05129cc34e4ea4aff244ed47760f655fb6433fdc0a7f7cc10bf0ed431","block_sha256":"343a5ca05129cc34e4ea4aff244ed47760f655fb6433fdc0a7f7cc10bf0ed431","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_d567eb31-f37d-4b61-934d-8845386d4709/#blk_72509c1b-a9e2-42f1-ad06-f96ec1059603"},{"id":"occ_c8495b472def6f6da6eef561","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_d567eb31-f37d-4b61-934d-8845386d4709","work_id":"wrk_e6157113-17cb-485f-b4b8-72229fe871f1","block_id":"blk_883a1440-fb5c-4f53-9441-6ac10c5db344","section_id":"sec_32754c23-7246-4a17-bfbb-aca346a99ba7","layer":"character","character_id":"zetu_noia","count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":36,"end":38,"exact":"冷却","quote":"ニュースが多い日は、私は一つずつではなく、層に分けて見ます。GPUの層、冷却の層、電力の層、通信の層、地域の層。そうすると、今日は何が本当に動いたのかが少し見えやすくなります。","quote_start":0,"quote_end":88,"text_sha256":"6acb519168dd70ce3f738a3249102b0cb12c3cc6e8528ee3165e6d7d597ab003","block_sha256":"6acb519168dd70ce3f738a3249102b0cb12c3cc6e8528ee3165e6d7d597ab003","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_d567eb31-f37d-4b61-934d-8845386d4709/#blk_883a1440-fb5c-4f53-9441-6ac10c5db344"},{"id":"occ_e21a6a469b2cf4ca61503d17","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_d567eb31-f37d-4b61-934d-8845386d4709","work_id":"wrk_e6157113-17cb-485f-b4b8-72229fe871f1","block_id":"blk_8a240b7c-b055-41d6-a1c6-f4cc440464ba","section_id":"sec_2a0f8376-7916-4e59-a05c-1adca1a544df","layer":"body","character_id":null,"count":18,"matched_aliases":["冷却","水冷","液冷"],"evidence":{"text_basis":"markdown","start":18,"end":20,"exact":"冷却","quote":"今日のAIインフラ（データセンター、冷却、電力、半導体など）に関する主な話題を、最新ニュースとX上の議論からまとめます。2026年6月1日時点で、特に目立つのはソフトバンクGの欧州大規模投資と、日本国内の冷却技術動向、AIデータセンター拡大","quote_start":0,"quote_end":120,"text_sha256":"868bcc17bedfddf42037432330a60bf2141807fe328af5624f3a865f35283d2b","block_sha256":"868bcc17bedfddf42037432330a60bf2141807fe328af5624f3a865f35283d2b","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_d567eb31-f37d-4b61-934d-8845386d4709/#blk_8a240b7c-b055-41d6-a1c6-f4cc440464ba"},{"id":"occ_a9c49904cc6183dfad62af35","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_d567eb31-f37d-4b61-934d-8845386d4709","work_id":"wrk_e6157113-17cb-485f-b4b8-72229fe871f1","block_id":"blk_c15a78a1-e077-4aaa-a111-7e553964f02e","section_id":"sec_225179d0-84df-4a4c-9958-4ebe477fe16c","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":22,"end":24,"exact":"冷却","quote":"# AIインフラ日次観測: ソフトバンクG、冷却技術、反対運動が示す市場の焦点","quote_start":0,"quote_end":39,"text_sha256":"dd039c0c42892b3c939ba37e58a9165322e4e14364011245a6376e885e48f90c","block_sha256":"dd039c0c42892b3c939ba37e58a9165322e4e14364011245a6376e885e48f90c","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_d567eb31-f37d-4b61-934d-8845386d4709/#blk_c15a78a1-e077-4aaa-a111-7e553964f02e"},{"id":"occ_e4ade365e0a7f930bc018e46","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_d567eb31-f37d-4b61-934d-8845386d4709","work_id":"wrk_e6157113-17cb-485f-b4b8-72229fe871f1","block_id":"blk_d5f6f192-ad41-4715-96fe-4750cdd8feed","section_id":"sec_225179d0-84df-4a4c-9958-4ebe477fe16c","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":32,"end":34,"exact":"冷却","quote":"AIインフラ関連のニュースは、GPUや半導体だけではなく、電力、冷却、通信、地域反対、国家戦略まで同時に動いています。日次で追うべきなのは、単発の材料ではなく、複数の材料が同じ方向を指しているかどうかです。","quote_start":0,"quote_end":103,"text_sha256":"c42d78185d68f92d04e33063b6d0623e9be6e42a76fbbfbaa22d7aee360f3111","block_sha256":"c42d78185d68f92d04e33063b6d0623e9be6e42a76fbbfbaa22d7aee360f3111","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_d567eb31-f37d-4b61-934d-8845386d4709/#blk_d5f6f192-ad41-4715-96fe-4750cdd8feed"},{"id":"occ_a087d2c0055604d2cc70caf0","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_d6eb7e13-0508-4773-9eb4-6d508aae435f","work_id":"wrk_5797fd32-9908-4af9-833c-afd4b5ede120","block_id":"blk_66fe6924-c100-4cc6-82cc-68de8d89a5db","section_id":"sec_de2e7fbd-66b2-4092-8df9-908687f154c1","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":53,"end":55,"exact":"冷却","quote":"現代のデータセンター運営において、ストレージの評価は単なるデバイスの購入価格だけでは行われない。電力消費、冷却コスト、設置に必要な物理的なラックスペースといった運用コストを含めた「総所有コスト（Total Cost of Ownership, TCO）」が、より重要な指標となる 。このTCOという観点において","quote_start":0,"quote_end":155,"text_sha256":"5020767f231ddc185730752d7323798073daf66383255237d13d2d4a784b0774","block_sha256":"5020767f231ddc185730752d7323798073daf66383255237d13d2d4a784b0774","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_d6eb7e13-0508-4773-9eb4-6d508aae435f/#blk_66fe6924-c100-4cc6-82cc-68de8d89a5db"},{"id":"occ_aa0e5c35aeda4a3184882d4b","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_d6eb7e13-0508-4773-9eb4-6d508aae435f","work_id":"wrk_5797fd32-9908-4af9-833c-afd4b5ede120","block_id":"blk_9127ec83-2dcf-4c66-866e-6cd784390360","section_id":"sec_de2e7fbd-66b2-4092-8df9-908687f154c1","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":191,"end":193,"exact":"冷却","quote":"ックで実現できる可能性がある。これにより、データセンターのフットプリントが劇的に縮小され、それに伴い電力消費と冷却コストも大幅に削減される 。ある分析では、HDDインフラと比較して、QLC SSDはストレージ関連の電力消費を最大90%削減し、物理的なラックスペースを90%以上解放できると試算されている 。","quote_start":136,"quote_end":289,"text_sha256":"262f68160168d4e0c79b546630b5fd22deb6ad5920200f4414100cb5e64fd50d","block_sha256":"262f68160168d4e0c79b546630b5fd22deb6ad5920200f4414100cb5e64fd50d","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_d6eb7e13-0508-4773-9eb4-6d508aae435f/#blk_9127ec83-2dcf-4c66-866e-6cd784390360"},{"id":"occ_f0cde42f1ce1546cc5fed9bd","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_d934c776-cfe7-4351-835a-a4c4a8a0f2c1","work_id":"wrk_384c66f1-b96b-40da-b2f6-d97ae8d35d02","block_id":"blk_693615cf-da21-418a-a5fe-204af45d4177","section_id":"sec_91d3ea68-c254-4ad3-886f-5bf59ae16e68","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":70,"end":72,"exact":"冷却","quote":"が制約になると並列化が進み、並列化によって計算能力が拡大すると、今度はMemory Bandwidth、電力、冷却、Networkなどが新たなConstraintになる。","quote_start":15,"quote_end":100,"text_sha256":"6b7adbdda089c7b2ffebc9bd012c13c8b046b3c4ff11622237bc27064c2b45d2","block_sha256":"6b7adbdda089c7b2ffebc9bd012c13c8b046b3c4ff11622237bc27064c2b45d2","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_d934c776-cfe7-4351-835a-a4c4a8a0f2c1/#blk_693615cf-da21-418a-a5fe-204af45d4177"},{"id":"occ_ec2f85bd8ad77ec3730651bb","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_dbe69fb8-f76d-44e6-b111-aa27e548a204","work_id":"wrk_0252d3aa-e602-4a99-abf9-0b9ec2b5796a","block_id":"blk_23a813f0-1a5a-4271-9a0b-6dcd7a5ac3f3","section_id":"sec_357087fb-0d8d-47b1-9e21-41214ab29800","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":9,"end":11,"exact":"冷却","quote":"## 電源、電力、冷却: 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→ 光通信 → 電線・電力設備 → 冷却 → 建設・不動産 → 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HBM、DRAM、SS","quote_start":111,"quote_end":268,"text_sha256":"de7bf097af9ba8a10c757dc7d7886462d07c8c4007b9662beef5b62c8ea37f97","block_sha256":"de7bf097af9ba8a10c757dc7d7886462d07c8c4007b9662beef5b62c8ea37f97","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e4df2a9f-4a34-4f95-8006-7efec2bba610/#blk_25dd471b-5295-4e23-be10-c425c56c62c5"},{"id":"occ_c8c8a3f53ec7c6a51b2b7ae0","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e4df2a9f-4a34-4f95-8006-7efec2bba610","work_id":"wrk_3ee013c2-2eea-4150-98f7-f1bf51161cc8","block_id":"blk_2929d95a-f948-4050-8e65-7b7592ce0291","section_id":"sec_0a6e29f5-5541-44f4-95a2-8895cb72618f","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":6,"end":8,"exact":"冷却","quote":"## 7. 冷却・電源メーカーが「AI時代の勝ち組候補」になっている","quote_start":0,"quote_end":34,"text_sha256":"54423a6e6adcc51add323a7b4d2802ee20b603932bc2f7fbc1ee5b8795f8898a","block_sha256":"54423a6e6adcc51add323a7b4d2802ee20b603932bc2f7fbc1ee5b8795f8898a","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e4df2a9f-4a34-4f95-8006-7efec2bba610/#blk_2929d95a-f948-4050-8e65-7b7592ce0291"},{"id":"occ_59fce81783e646f5095ec255","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e4df2a9f-4a34-4f95-8006-7efec2bba610","work_id":"wrk_3ee013c2-2eea-4150-98f7-f1bf51161cc8","block_id":"blk_2c618aab-47c6-4f2d-a976-c6602026ef28","section_id":"sec_eac9ed0b-7e8b-4ca8-965d-ea2e21fb76f9","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":53,"end":55,"exact":"冷却","quote":"物理インフラ不足とは、AI計算に必要なチップ以外の現実側の不足です。代表的には、電力容量、送電網、変圧器、冷却設備、水、土地、建設人材、許認可、接続インフラが挙げられます。","quote_start":0,"quote_end":86,"text_sha256":"1d7793602642a2dd04f57369b1dd47db4790f6caf89368ffc3e9db5b8581c5d2","block_sha256":"1d7793602642a2dd04f57369b1dd47db4790f6caf89368ffc3e9db5b8581c5d2","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e4df2a9f-4a34-4f95-8006-7efec2bba610/#blk_2c618aab-47c6-4f2d-a976-c6602026ef28"},{"id":"occ_8c394e6718d01bf1aac50bd4","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e4df2a9f-4a34-4f95-8006-7efec2bba610","work_id":"wrk_3ee013c2-2eea-4150-98f7-f1bf51161cc8","block_id":"blk_3eaedf7f-87bc-4af0-ad91-66750ee8825e","section_id":"sec_06e027c6-eb04-4019-8971-d37d43be0286","layer":"body","character_id":null,"count":4,"matched_aliases":["冷却","空冷"],"evidence":{"text_basis":"markdown","start":2,"end":4,"exact":"冷却","quote":"| 冷却方式                     | 内容                   | AIインフラでの意味   |\n| ------------------------ | --------","quote_start":0,"quote_end":104,"text_sha256":"0963cf7621890a43bf3ea3a13546fc0d0043ce9d326f9494bdb3184987b1b1e7","block_sha256":"0963cf7621890a43bf3ea3a13546fc0d0043ce9d326f9494bdb3184987b1b1e7","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e4df2a9f-4a34-4f95-8006-7efec2bba610/#blk_3eaedf7f-87bc-4af0-ad91-66750ee8825e"},{"id":"occ_98ed2b6c982e713c43f894a6","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e4df2a9f-4a34-4f95-8006-7efec2bba610","work_id":"wrk_3ee013c2-2eea-4150-98f7-f1bf51161cc8","block_id":"blk_4a9781c9-7a78-4c3d-b659-19c648e518cd","section_id":"sec_6ba1816a-69d5-432c-8777-e62ef8b44482","layer":"character","character_id":"zetu_noia","count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":58,"end":60,"exact":"冷却","quote":"不足という言葉は分かりやすいです。でも、いま見えてきたのは、もっと地味で、もっと重い不足です。電力が足りない。冷却が足りない。許可が足りない。地域の納得が足りない。AIの速度は、最後には地面の速度に合わせる必要があります。","quote_start":3,"quote_end":114,"text_sha256":"3dfa7d4f10834044a3bfdf754ae39d7a15223b5c330fcb3f07cab65694c1c4ef","block_sha256":"3dfa7d4f10834044a3bfdf754ae39d7a15223b5c330fcb3f07cab65694c1c4ef","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e4df2a9f-4a34-4f95-8006-7efec2bba610/#blk_4a9781c9-7a78-4c3d-b659-19c648e518cd"},{"id":"occ_c7a3119d3dae08d9ffe8cc1b","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e4df2a9f-4a34-4f95-8006-7efec2bba610","work_id":"wrk_3ee013c2-2eea-4150-98f7-f1bf51161cc8","block_id":"blk_4c560252-93d3-4f3b-a14a-db922c164ea3","section_id":"sec_0a6e29f5-5541-44f4-95a2-8895cb72618f","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":66,"end":68,"exact":"冷却","quote":"能**\nよりも、\n**1MWあたりの推論性能**\n**1ドルの電力あたりのトークン数**\n**1ラックあたりの冷却可能kW**\nが重要になります。","quote_start":11,"quote_end":84,"text_sha256":"93693edd8e5c918f78739f13f8b5de9539c7455e9721fcbba9b98e278243098f","block_sha256":"93693edd8e5c918f78739f13f8b5de9539c7455e9721fcbba9b98e278243098f","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e4df2a9f-4a34-4f95-8006-7efec2bba610/#blk_4c560252-93d3-4f3b-a14a-db922c164ea3"},{"id":"occ_0bf952034f7e0b12f575463d","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e4df2a9f-4a34-4f95-8006-7efec2bba610","work_id":"wrk_3ee013c2-2eea-4150-98f7-f1bf51161cc8","block_id":"blk_4dd30a9c-b3ea-4ef7-99b2-d8481e16c59e","section_id":"sec_7f9f5c31-3088-43ba-b9cb-497457efaa82","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":37,"end":39,"exact":"冷却","quote":"**GPU・HBMだけではなく、データセンター用地、電力、変圧器、送電網、冷却、水、光通信、銅線、建設許認可、住民合意**","quote_start":0,"quote_end":61,"text_sha256":"b1fc9ee0ec0fb7dbcb86f84ef43563cfc0b762bcbc9d9a55bdeab1221cf32189","block_sha256":"b1fc9ee0ec0fb7dbcb86f84ef43563cfc0b762bcbc9d9a55bdeab1221cf32189","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e4df2a9f-4a34-4f95-8006-7efec2bba610/#blk_4dd30a9c-b3ea-4ef7-99b2-d8481e16c59e"},{"id":"occ_4c064616a2bd9db2e2ce1cea","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e4df2a9f-4a34-4f95-8006-7efec2bba610","work_id":"wrk_3ee013c2-2eea-4150-98f7-f1bf51161cc8","block_id":"blk_596f0b0f-0ffe-4aee-9861-b0af59be4c2c","section_id":"sec_05ec28e4-5ecd-48a5-84dc-82c2dda05cda","layer":"body","character_id":null,"count":1,"matched_aliases":["水冷"],"evidence":{"text_basis":"markdown","start":31,"end":33,"exact":"水冷","quote":"**「AIはクラウドの中で動いているのではない。発電所、銅線、水冷配管、HBM、光ファイバーの上で動いている」**","quote_start":0,"quote_end":57,"text_sha256":"6d78fd434bb5417aa0bd9519b1e2392d15923fbbda8f20c50d0e06105f819d7c","block_sha256":"6d78fd434bb5417aa0bd9519b1e2392d15923fbbda8f20c50d0e06105f819d7c","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e4df2a9f-4a34-4f95-8006-7efec2bba610/#blk_596f0b0f-0ffe-4aee-9861-b0af59be4c2c"},{"id":"occ_306440d76d184f5d03598f1e","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e4df2a9f-4a34-4f95-8006-7efec2bba610","work_id":"wrk_3ee013c2-2eea-4150-98f7-f1bf51161cc8","block_id":"blk_5acd0a5f-8ea6-4748-a8ee-9955ddf9a4c9","section_id":"sec_eac9ed0b-7e8b-4ca8-965d-ea2e21fb76f9","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":35,"end":37,"exact":"冷却","quote":"ここで、物理インフラ不足はリスクであると同時に投資テーマにもなります。冷却、電源、変圧器、ケーブル、建設、発電、送電、土地開発の重要性が上がるからです。ただし、制約が強いほど、計画遅延やコスト増も起きやすくなります。強いテーマであるほど、実行リスクも大きいという見方が必要で","quote_start":0,"quote_end":137,"text_sha256":"549bd810595184520870e3777041e014f6092137797cbf979a322e270c7665f9","block_sha256":"549bd810595184520870e3777041e014f6092137797cbf979a322e270c7665f9","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e4df2a9f-4a34-4f95-8006-7efec2bba610/#blk_5acd0a5f-8ea6-4748-a8ee-9955ddf9a4c9"},{"id":"occ_02c82f3f6a98fa80bbb69153","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e4df2a9f-4a34-4f95-8006-7efec2bba610","work_id":"wrk_3ee013c2-2eea-4150-98f7-f1bf51161cc8","block_id":"blk_81971d8b-05d0-4573-aa2d-5119ab382f1b","section_id":"sec_06e027c6-eb04-4019-8971-d37d43be0286","layer":"body","character_id":null,"count":1,"matched_aliases":["水冷"],"evidence":{"text_basis":"markdown","start":13,"end":15,"exact":"水冷","quote":"## 3. 日本国内では「水冷」が現実テーマになってきた","quote_start":0,"quote_end":28,"text_sha256":"22bcf241c7660fa05efb05e93096ddb063bae3421f11f4463dafa1dbfc312acd","block_sha256":"22bcf241c7660fa05efb05e93096ddb063bae3421f11f4463dafa1dbfc312acd","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e4df2a9f-4a34-4f95-8006-7efec2bba610/#blk_81971d8b-05d0-4573-aa2d-5119ab382f1b"},{"id":"occ_8dadba60b288aed6f660d829","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e4df2a9f-4a34-4f95-8006-7efec2bba610","work_id":"wrk_3ee013c2-2eea-4150-98f7-f1bf51161cc8","block_id":"blk_841d7e48-6966-4802-be49-21e80f56fc97","section_id":"sec_9fc33140-7509-4264-aa2f-010de3b59f67","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":69,"end":71,"exact":"冷却","quote":"Oracle公式で確認しやすいのは、Project Jupiterが**direct-to-chipの閉ループ冷却**を使い、日常的な冷却で水を追加し続ける設計ではない、という説明です。([Oracle][8])","quote_start":14,"quote_end":120,"text_sha256":"ccfb687836af687b2d5659beeb92612364d19f26b1d2e7e8f0f2ebc0ae14a3e2","block_sha256":"ccfb687836af687b2d5659beeb92612364d19f26b1d2e7e8f0f2ebc0ae14a3e2","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e4df2a9f-4a34-4f95-8006-7efec2bba610/#blk_841d7e48-6966-4802-be49-21e80f56fc97"},{"id":"occ_aa1092f63c9462b978426cce","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e4df2a9f-4a34-4f95-8006-7efec2bba610","work_id":"wrk_3ee013c2-2eea-4150-98f7-f1bf51161cc8","block_id":"blk_842e13e4-c8b8-4c02-9d3b-af2b79d9b5ba","section_id":"sec_06e027c6-eb04-4019-8971-d37d43be0286","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":58,"end":60,"exact":"冷却","quote":"内で検証施設が増えるのは、顧客が「導入前に本当に運用できるか」を確認したいからです。AIサーバーは高価なので、冷却設計を間違えると性能低下、故障、電力効率悪化に直結します。","quote_start":3,"quote_end":89,"text_sha256":"0f3d40c41ca74c59cb3ad8a7b17a9ffd3217e4e70e0f7b5d217749c5ac4c93eb","block_sha256":"0f3d40c41ca74c59cb3ad8a7b17a9ffd3217e4e70e0f7b5d217749c5ac4c93eb","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e4df2a9f-4a34-4f95-8006-7efec2bba610/#blk_842e13e4-c8b8-4c02-9d3b-af2b79d9b5ba"},{"id":"occ_73b73598fa995c884520c23b","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e4df2a9f-4a34-4f95-8006-7efec2bba610","work_id":"wrk_3ee013c2-2eea-4150-98f7-f1bf51161cc8","block_id":"blk_86e65cdf-372e-4c6e-b364-3fc7d64ccd9b","section_id":"sec_06e027c6-eb04-4019-8971-d37d43be0286","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却","水冷"],"evidence":{"text_basis":"markdown","start":70,"end":72,"exact":"水冷","quote":"eラボ新設は、ソフトバンクGの5GW案件ほど派手ではありませんが、日本国内では重要です。レノボは、日本初となる水冷AIインフラ検証拠点「Neptuneラボ」を新設し、高密度GPU環境の性能・電力・冷却・運用を実環境で検証すると発表しています。([Lenovo][3])","quote_start":15,"quote_end":149,"text_sha256":"f5148317a8a3d1a9f5a39e90ca7ecc73a76a3ac421e852869d366f8e81fb1961","block_sha256":"f5148317a8a3d1a9f5a39e90ca7ecc73a76a3ac421e852869d366f8e81fb1961","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e4df2a9f-4a34-4f95-8006-7efec2bba610/#blk_86e65cdf-372e-4c6e-b364-3fc7d64ccd9b"},{"id":"occ_ae316cddeba94c58995c146a","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e4df2a9f-4a34-4f95-8006-7efec2bba610","work_id":"wrk_3ee013c2-2eea-4150-98f7-f1bf51161cc8","block_id":"blk_8f429224-eda7-4793-aee1-ea49d16a1748","section_id":"sec_eac9ed0b-7e8b-4ca8-965d-ea2e21fb76f9","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":86,"end":88,"exact":"冷却","quote":"増やそうとします。しかし、データセンターはすぐには建ちません。土地を確保し、電力接続を申請し、変電設備を整え、冷却方式を決め、自治体の許認可を取り、地域住民と向き合う必要があります。GPUの納期だけでなく、こうした現実側の納期がAIインフラの速度を決めます。","quote_start":31,"quote_end":160,"text_sha256":"08ecc1e32c81d12bdf513d00f9e30ac6c0731d0e592694be0050c13b85bad31f","block_sha256":"08ecc1e32c81d12bdf513d00f9e30ac6c0731d0e592694be0050c13b85bad31f","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e4df2a9f-4a34-4f95-8006-7efec2bba610/#blk_8f429224-eda7-4793-aee1-ea49d16a1748"},{"id":"occ_a25c4d690731722be405b617","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e4df2a9f-4a34-4f95-8006-7efec2bba610","work_id":"wrk_3ee013c2-2eea-4150-98f7-f1bf51161cc8","block_id":"blk_a294db6a-c029-4904-a885-8f119e89192a","section_id":"sec_305970d5-acfb-4e1c-a92e-bec899baa96c","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":147,"end":149,"exact":"冷却","quote":"ex / TE / 光関連 = 接続**\n**Vertiv / Schneider / Delta = 電力・冷却**\n**電線・銅・変圧器 = 物理インフラ**","quote_start":92,"quote_end":173,"text_sha256":"36370ccff2466a9407580dfefd2494c6322d4254bc9960bc2eb085fd67e601d5","block_sha256":"36370ccff2466a9407580dfefd2494c6322d4254bc9960bc2eb085fd67e601d5","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e4df2a9f-4a34-4f95-8006-7efec2bba610/#blk_a294db6a-c029-4904-a885-8f119e89192a"},{"id":"occ_2c514c75198ac0f74e2a97cd","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e4df2a9f-4a34-4f95-8006-7efec2bba610","work_id":"wrk_3ee013c2-2eea-4150-98f7-f1bf51161cc8","block_id":"blk_aa94b0ae-a212-4e0c-a434-a8f8d938d6c3","section_id":"sec_0a6e29f5-5541-44f4-95a2-8895cb72618f","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":12,"end":14,"exact":"冷却","quote":"Deltaのような電源・冷却メーカーが、Data Center World 2026で**grid-to-chip**、つまり「電力網からチップまで」を一体設計するAIデータセンター向けアーキテクチャを発表している点も重要です。","quote_start":0,"quote_end":114,"text_sha256":"99ec058ecd124454165eee26a75eea51a7355ff6b28b509c91bcb890808db446","block_sha256":"99ec058ecd124454165eee26a75eea51a7355ff6b28b509c91bcb890808db446","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e4df2a9f-4a34-4f95-8006-7efec2bba610/#blk_aa94b0ae-a212-4e0c-a434-a8f8d938d6c3"},{"id":"occ_0339c484323e10cf89b5c7b7","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e4df2a9f-4a34-4f95-8006-7efec2bba610","work_id":"wrk_3ee013c2-2eea-4150-98f7-f1bf51161cc8","block_id":"blk_afbc41aa-5902-486c-a227-f5c2d85568e4","section_id":"sec_662074d1-fcfe-4cf6-bb3f-8df0d2011508","layer":"body","character_id":null,"count":2,"matched_aliases":["水冷","液冷"],"evidence":{"text_basis":"markdown","start":80,"end":82,"exact":"水冷","quote":"ラ不足へ移行している。\n- ソフトバンクGのフランス計画は、電力と産業用地を含めたAI拠点づくりである。\n- 水冷や液冷は、日本国内でも現実的なテーマになっている。\n- 米国の反対運動やDOEの動きは、土地と電力の制約が政策課題になったことを示している。","quote_start":25,"quote_end":152,"text_sha256":"fb81d4db8213976f5b274e46bba0b36b466f44919296f8e5f5097a446abb428f","block_sha256":"fb81d4db8213976f5b274e46bba0b36b466f44919296f8e5f5097a446abb428f","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e4df2a9f-4a34-4f95-8006-7efec2bba610/#blk_afbc41aa-5902-486c-a227-f5c2d85568e4"},{"id":"occ_c3a764a539dfba80c4cdf4d3","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e4df2a9f-4a34-4f95-8006-7efec2bba610","work_id":"wrk_3ee013c2-2eea-4150-98f7-f1bf51161cc8","block_id":"blk_cd7b8ff5-ceef-43e2-993c-b709f5e581ea","section_id":"sec_60a13666-f619-4e27-aa44-8a8e0af5dde4","layer":"body","character_id":null,"count":2,"matched_aliases":["水冷","液冷"],"evidence":{"text_basis":"markdown","start":41,"end":43,"exact":"水冷","quote":"- データセンター計画の遅延要因がGPU調達から電力・許認可へ移っているか。\n- 水冷・液冷技術の導入がラック密度向上にどれだけ効くか。\n- フランスや米国で、低炭素電力とAIデータセンター誘致が結びつくか。\n- 反対運動が単発ではなく制度化している地域を確認する。","quote_start":0,"quote_end":133,"text_sha256":"1a8ef38f340eaf5cb5e0817a232d83407f1630e1bcea457aea2dbb5cf771610d","block_sha256":"1a8ef38f340eaf5cb5e0817a232d83407f1630e1bcea457aea2dbb5cf771610d","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e4df2a9f-4a34-4f95-8006-7efec2bba610/#blk_cd7b8ff5-ceef-43e2-993c-b709f5e581ea"},{"id":"occ_5aeb5b0640c9ee5a1a4f4be7","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e4df2a9f-4a34-4f95-8006-7efec2bba610","work_id":"wrk_3ee013c2-2eea-4150-98f7-f1bf51161cc8","block_id":"blk_da68b2e6-80ed-4dda-b011-805ba3d4c72d","section_id":"sec_0a6e29f5-5541-44f4-95a2-8895cb72618f","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":55,"end":57,"exact":"冷却","quote":"**発電所 → 送電網 → 変電所 → UPS → PDU → ラック電源 → GPU/ASIC → 熱 → 冷却水 → CDU → 熱交換**","quote_start":0,"quote_end":72,"text_sha256":"801a90469d5e7634cfa08f0fb7e2982f74418582ce7e7a64158706672032fea5","block_sha256":"801a90469d5e7634cfa08f0fb7e2982f74418582ce7e7a64158706672032fea5","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e4df2a9f-4a34-4f95-8006-7efec2bba610/#blk_da68b2e6-80ed-4dda-b011-805ba3d4c72d"},{"id":"occ_47bbe7186630faa910921cb6","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e4df2a9f-4a34-4f95-8006-7efec2bba610","work_id":"wrk_3ee013c2-2eea-4150-98f7-f1bf51161cc8","block_id":"blk_e5be39b0-d05d-47b9-837e-7661c839a330","section_id":"sec_06e027c6-eb04-4019-8971-d37d43be0286","layer":"body","character_id":null,"count":1,"matched_aliases":["水冷"],"evidence":{"text_basis":"markdown","start":0,"end":2,"exact":"水冷","quote":"水冷には主に以下があります。","quote_start":0,"quote_end":14,"text_sha256":"8843711469a5ba48657dc8e868abe5cc00a95e40bc693a9e284a091658ce805a","block_sha256":"8843711469a5ba48657dc8e868abe5cc00a95e40bc693a9e284a091658ce805a","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e4df2a9f-4a34-4f95-8006-7efec2bba610/#blk_e5be39b0-d05d-47b9-837e-7661c839a330"},{"id":"occ_f1c6867338b9fefcac0adb48","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e4df2a9f-4a34-4f95-8006-7efec2bba610","work_id":"wrk_3ee013c2-2eea-4150-98f7-f1bf51161cc8","block_id":"blk_fb459ca2-5cf6-4ef7-b478-d774f3b385a8","section_id":"sec_05ec28e4-5ecd-48a5-84dc-82c2dda05cda","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":27,"end":29,"exact":"冷却","quote":"**「AIインフラ相場の主役交代：GPUの次は、電力・冷却・光・HBM・用地がボトルネックになる」**","quote_start":0,"quote_end":51,"text_sha256":"f65c73a1db15c698ebc12ed890f48ff3424dce074bc5efdfca7324f344bf0532","block_sha256":"f65c73a1db15c698ebc12ed890f48ff3424dce074bc5efdfca7324f344bf0532","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e4df2a9f-4a34-4f95-8006-7efec2bba610/#blk_fb459ca2-5cf6-4ef7-b478-d774f3b385a8"},{"id":"occ_13678da150f7e034a7e9504c","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e4df2a9f-4a34-4f95-8006-7efec2bba610","work_id":"wrk_3ee013c2-2eea-4150-98f7-f1bf51161cc8","block_id":"blk_fd6ba631-9146-4d22-854e-d97981b7322b","section_id":"sec_06e027c6-eb04-4019-8971-d37d43be0286","layer":"body","character_id":null,"count":1,"matched_aliases":["空冷"],"evidence":{"text_basis":"markdown","start":26,"end":28,"exact":"空冷","quote":"これは、AIサーバーの消費電力が上がりすぎて、従来の空冷だけでは難しくなっているからです。","quote_start":0,"quote_end":45,"text_sha256":"5f23a9e2ddf6b0884762852e3fab4172d56eabde793959cec62f43cd74cacde9","block_sha256":"5f23a9e2ddf6b0884762852e3fab4172d56eabde793959cec62f43cd74cacde9","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e4df2a9f-4a34-4f95-8006-7efec2bba610/#blk_fd6ba631-9146-4d22-854e-d97981b7322b"},{"id":"occ_82ce5d36153f12a8befcf8fb","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":null,"section_id":null,"layer":"title","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"title","start":6,"end":8,"exact":"液冷","quote":"NVIDIA液冷の本質: AIデータセンターは熱を設計する時代へ","quote_start":0,"quote_end":32,"text_sha256":"49015086a22db0ee210a38fe6855463413324d21af6661ada9609264ac518fe4","block_sha256":null,"offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/"},{"id":"occ_8c5531ee79ec02a3fa37fe79","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_00d1e19d-f7cd-44f2-ac66-e6269539fa88","section_id":"sec_901c007f-3c1f-4f8b-bf48-5af643ac33d3","layer":"character","character_id":"sil_kathna","count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":0,"end":2,"exact":"冷却","quote":"冷却液は静かに走り、コールドプレートは黒き石の熱を受け取る。CDUはその熱を一つに集め、外の巨大な翼、ドライクーラーへ送る。翼は水を飲まず、空気に熱を渡す。","quote_start":0,"quote_end":78,"text_sha256":"b14223c76b3abfe63e8bb8b8a96e8e4d1c81b71c6d25ef3aaba5bddbe4c8e88b","block_sha256":"b14223c76b3abfe63e8bb8b8a96e8e4d1c81b71c6d25ef3aaba5bddbe4c8e88b","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_00d1e19d-f7cd-44f2-ac66-e6269539fa88"},{"id":"occ_158151a5cd690125f6fda8cf","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_0197902e-2721-4bd7-acf5-4542d78e5aa5","section_id":"sec_816d77b6-be90-426a-948e-aba9a9935161","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却","液冷"],"evidence":{"text_basis":"markdown","start":8,"end":10,"exact":"冷却","quote":"こちらは施設側の冷却水配管がない既存データセンターで、液冷サーバーを一部導入する時に使いやすいです。ただし、熱は結局データホールの空気へ戻るため、超高密度AIラックでは限界があります。","quote_start":0,"quote_end":92,"text_sha256":"14f1a9ae494b1be04f406e9af7fdb41dda7c64824c2fb9713b9cbfae2bc086d0","block_sha256":"14f1a9ae494b1be04f406e9af7fdb41dda7c64824c2fb9713b9cbfae2bc086d0","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_0197902e-2721-4bd7-acf5-4542d78e5aa5"},{"id":"occ_3658641b7be9ec75b5a6ff46","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_01cf084a-8cae-4d65-80c2-8a0fdf18898f","section_id":"sec_44e1289a-8659-4090-aaec-0651a78e7d0e","layer":"code","character_id":null,"count":2,"matched_aliases":["水冷"],"evidence":{"text_basis":"markdown","start":12,"end":14,"exact":"水冷","quote":"```text\nPC簡易水冷：\nCPU/GPU → 水冷ヘッド → チューブ → ラジエーター → ファン\n\nAIデータセンター：\nGPU/CPU/NVSwitch → コールドプレート → ラックマニホールド → CDU → ","quote_start":0,"quote_end":114,"text_sha256":"91922df8fc2a03028d2194090bcc51baec06bedbab631d3f7317cc639cba92a8","block_sha256":"91922df8fc2a03028d2194090bcc51baec06bedbab631d3f7317cc639cba92a8","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_01cf084a-8cae-4d65-80c2-8a0fdf18898f"},{"id":"occ_03b2074ce0b71268b84435a5","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_04d41a10-268d-417c-ab33-b43051cb536e","section_id":"sec_c6e34791-fe01-4628-8a2f-231981942a59","layer":"code","character_id":null,"count":2,"matched_aliases":["冷却","冷媒"],"evidence":{"text_basis":"markdown","start":41,"end":43,"exact":"冷媒","quote":"```text\nCDU：\nサーバー側の熱を集めて、施設側ループへ渡す\n\nチラー：\n冷媒サイクルとコンプレッサーで、水・冷却液を機械的に冷やす\n```","quote_start":0,"quote_end":74,"text_sha256":"4119294cca62911a671ffb134bd24072d7f1d19d7d423d4b18602bb71693564e","block_sha256":"4119294cca62911a671ffb134bd24072d7f1d19d7d423d4b18602bb71693564e","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_04d41a10-268d-417c-ab33-b43051cb536e"},{"id":"occ_f98391610164adf87a8f6517","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_0a494850-c3f3-43d1-97a8-916ea5d13702","section_id":"sec_241661f3-b1b1-4f67-b5d9-750a097e1e41","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却","液冷"],"evidence":{"text_basis":"markdown","start":75,"end":77,"exact":"液冷","quote":"スクがXで“True”と反応したことも話題になりました。これは、AIデータセンターの水使用批判に対して、45℃液冷＋ドライクーラーによって冷却塔依存を減らせるというNVIDIA側の主張に賛同した流れです。([Sahm][5])","quote_start":20,"quote_end":133,"text_sha256":"66954663a7b7be676a985f5cfe1afb9055d8df3cf6d49c32f5fa1ce11c4bd1c3","block_sha256":"66954663a7b7be676a985f5cfe1afb9055d8df3cf6d49c32f5fa1ce11c4bd1c3","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_0a494850-c3f3-43d1-97a8-916ea5d13702"},{"id":"occ_017cceccbf19b0e87c52b498","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_0cda0c65-1736-4448-9c7d-0834672c3ef3","section_id":"sec_1bd8f450-ce1e-4b7f-9d34-0c807a96e9d6","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":10,"end":12,"exact":"液冷","quote":"## 3. 閉ループ液冷とは何か","quote_start":0,"quote_end":16,"text_sha256":"1d1a62a75bf8c7d6bcf4ff4873bebdcf584b5594416efca2d0365ebdbda6dffc","block_sha256":"1d1a62a75bf8c7d6bcf4ff4873bebdcf584b5594416efca2d0365ebdbda6dffc","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_0cda0c65-1736-4448-9c7d-0834672c3ef3"},{"id":"occ_b566e835dc21221e8249abdd","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_0cdd93f3-a4a1-4e94-8c28-0a67cc9f485a","section_id":"sec_1bd8f450-ce1e-4b7f-9d34-0c807a96e9d6","layer":"code","character_id":null,"count":2,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":32,"end":34,"exact":"冷却","quote":"```text\nチップの熱\n→ コールドプレート\n→ サーバー側冷却液\n→ CDU\n→ 施設側冷却液\n→ ドライクーラー\n→ 外気\n```","quote_start":0,"quote_end":69,"text_sha256":"e88e12683c37d61b8566c82f5d702c30ee805fb3eeb56abe3f63749d4c795382","block_sha256":"e88e12683c37d61b8566c82f5d702c30ee805fb3eeb56abe3f63749d4c795382","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_0cdd93f3-a4a1-4e94-8c28-0a67cc9f485a"},{"id":"occ_dae58f41a69726d3479f3947","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_0d82f9ea-a708-4a46-b641-3cd6814b9def","section_id":"sec_f30d4690-5efd-4c95-9569-c2002adf14c0","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":40,"end":42,"exact":"冷却","quote":"コールドプレートは、外から見ると金属板や金属ブロックのように見えますが、内部には冷却液が流れる細い流路があります。GPUやCPUから出た熱は、サーマルグリスや熱伝導材を通ってコールドプレートに伝わり、その内部を流れる冷却液へ移されます。","quote_start":0,"quote_end":118,"text_sha256":"cd7fa1c3027f9c8e331c5e797099c345c67429138dca01c78f5787a9dc69e25d","block_sha256":"cd7fa1c3027f9c8e331c5e797099c345c67429138dca01c78f5787a9dc69e25d","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_0d82f9ea-a708-4a46-b641-3cd6814b9def"},{"id":"occ_cf37e6fbbbbd038f9d2c30af","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_0dba958d-3c6e-466f-94f0-44b1600e3713","section_id":"sec_f30d4690-5efd-4c95-9569-c2002adf14c0","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":107,"end":109,"exact":"冷却","quote":"、局所的に熱いホットスポットが出ます。そのため、コールドプレートの流路設計は単なる配管ではなく、どこにどれだけ冷却液を流すかを最適化する高度な熱設計になります。近年の研究でも、現代の異種統合パッケージでは発熱分布が不均一であり、ホットスポットに合わせた冷却流路設計が重要だとされています。([arXiv][3])","quote_start":52,"quote_end":208,"text_sha256":"26f1347316aa101190fefc24bda5682741e92588c8dc706e0d64b3f26524807c","block_sha256":"26f1347316aa101190fefc24bda5682741e92588c8dc706e0d64b3f26524807c","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_0dba958d-3c6e-466f-94f0-44b1600e3713"},{"id":"occ_6de146e13840b6ff8358ac6d","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_0e2dc94e-afa0-4980-9e3f-54c9ca819f5c","section_id":"sec_c1d7f112-719e-41df-b232-e8167f131aec","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":14,"end":16,"exact":"液冷","quote":"その中心にあるのが、閉ループ液冷＋ドライクーラーです。","quote_start":0,"quote_end":27,"text_sha256":"cbb15d531fcdc17c9f75de8bf4411f872751a85d8b4de95ced4ae23fa497005b","block_sha256":"cbb15d531fcdc17c9f75de8bf4411f872751a85d8b4de95ced4ae23fa497005b","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_0e2dc94e-afa0-4980-9e3f-54c9ca819f5c"},{"id":"occ_08aad37209ec3f4f24e00eaf","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_0fd4563e-9410-4826-bc78-3955c330be9f","section_id":"sec_8ea5f11c-fd9a-47a7-820a-7197a13187a7","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":12,"end":14,"exact":"冷却","quote":"水は熱を運ぶ能力が高く、冷却液として非常に優秀です。では、なぜ水だけではなくプロピレングリコールを混ぜるのでしょうか。","quote_start":0,"quote_end":59,"text_sha256":"3d78d1dbec3441d5cf07dec288bd07ea10baf52fd30387a91d6f9ff93b7989a7","block_sha256":"3d78d1dbec3441d5cf07dec288bd07ea10baf52fd30387a91d6f9ff93b7989a7","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_0fd4563e-9410-4826-bc78-3955c330be9f"},{"id":"occ_e3a132295cd7e548bc13b910","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_11e21760-6ddd-4fd7-8b8e-8daabb8eab66","section_id":"sec_c6e34791-fe01-4628-8a2f-231981942a59","layer":"body","character_id":null,"count":1,"matched_aliases":["冷媒"],"evidence":{"text_basis":"markdown","start":22,"end":24,"exact":"冷媒","quote":"一方、チラーは家庭用エアコンの巨大版に近く、冷媒サイクルを使って水を冷やします。強力ですが、コンプレッサーを使うため電力を多く消費します。","quote_start":0,"quote_end":69,"text_sha256":"d28d115d8d6086d08f92a2a3e89f94b1fc959983fe8ba7647ec05239187d54e1","block_sha256":"d28d115d8d6086d08f92a2a3e89f94b1fc959983fe8ba7647ec05239187d54e1","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_11e21760-6ddd-4fd7-8b8e-8daabb8eab66"},{"id":"occ_78b78baeda2874e52ef0d926","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_11f33b8c-923b-4eda-ad6c-eb93bccd91fd","section_id":"sec_5f886cec-e4e1-4a2c-8da5-b83fa3bed8c8","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":0,"end":2,"exact":"液冷","quote":"液冷にはいくつか方式があります。","quote_start":0,"quote_end":16,"text_sha256":"7eba775231757fc40dd6ce2a84b9559ddc58f4d5fd35fad411da1f60267d5f4f","block_sha256":"7eba775231757fc40dd6ce2a84b9559ddc58f4d5fd35fad411da1f60267d5f4f","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_11f33b8c-923b-4eda-ad6c-eb93bccd91fd"},{"id":"occ_4f29d412a244f6cf35707781","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_1884f4f6-6cf8-48d3-a209-2a814effb386","section_id":"sec_99685c7e-0a49-41c1-bc67-44eb7df46cb8","layer":"body","character_id":null,"count":1,"matched_aliases":["空冷"],"evidence":{"text_basis":"markdown","start":32,"end":34,"exact":"空冷","quote":"従来のサーバーは、ファンで空気を流し、ヒートシンクから熱を逃がす空冷が中心でした。","quote_start":0,"quote_end":41,"text_sha256":"287c35cc02d93e6a4dfff7554932fec40162c016f6cb8ec1e22ecc0fd19cc5a5","block_sha256":"287c35cc02d93e6a4dfff7554932fec40162c016f6cb8ec1e22ecc0fd19cc5a5","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_1884f4f6-6cf8-48d3-a209-2a814effb386"},{"id":"occ_cb85b112cf3127691b3d8c31","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_1a5b4904-4ea6-4433-bccc-589fc265829b","section_id":"sec_1bd8f450-ce1e-4b7f-9d34-0c807a96e9d6","layer":"body","character_id":null,"count":4,"matched_aliases":["冷却","液冷"],"evidence":{"text_basis":"markdown","start":25,"end":27,"exact":"液冷","quote":"NVIDIAが説明している次世代AIファクトリーの液冷では、冷却液を閉じたループの中で循環させます。Rubin世代向けの説明では、冷却液は**75%水＋25%プロピレングリコール**で、これをコールドプレートへ流し、プロセッサから熱を直接奪うとされていま","quote_start":0,"quote_end":127,"text_sha256":"610afc3490f1e5c8a760a18193bf3c8d293ac3c5639b6486bcdee916e4a5e2aa","block_sha256":"610afc3490f1e5c8a760a18193bf3c8d293ac3c5639b6486bcdee916e4a5e2aa","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_1a5b4904-4ea6-4433-bccc-589fc265829b"},{"id":"occ_630d601c5f61fb24e83f2476","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_1aeb1cbd-62d4-47aa-9818-daefe3615517","section_id":"sec_44e1289a-8659-4090-aaec-0651a78e7d0e","layer":"body","character_id":null,"count":2,"matched_aliases":["水冷","液冷"],"evidence":{"text_basis":"markdown","start":6,"end":8,"exact":"液冷","quote":"つまり、AI液冷は**PC水冷をデータセンター規模に巨大化し、冗長化・監視・保守設計を加えたもの**と捉えると分かりやすいです。","quote_start":0,"quote_end":64,"text_sha256":"06fda95b09551937daa0f6817799824217d6ab605742c0baad904fa93781d8ec","block_sha256":"06fda95b09551937daa0f6817799824217d6ab605742c0baad904fa93781d8ec","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_1aeb1cbd-62d4-47aa-9818-daefe3615517"},{"id":"occ_d192cfe9a55fa8f5dfe12bbf","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_1c457047-f294-49f5-acc3-17bd6dbdc6f9","section_id":"sec_901c007f-3c1f-4f8b-bf48-5af643ac33d3","layer":"character","character_id":"sil_kathna","count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","st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Electric][6])","quote_start":12,"quote_end":156,"text_sha256":"6e5c740dd8e457c64d281448662cf704a42b234b71754fc6f2c2a467064e8cd9","block_sha256":"6e5c740dd8e457c64d281448662cf704a42b234b71754fc6f2c2a467064e8cd9","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_23ede352-ef7b-4846-a9d9-363e6348ad85"},{"id":"occ_e3c636f15574f28c114d89e6","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_2439c6e1-0084-41be-b893-c0b04581685d","section_id":"sec_c1d7f112-719e-41df-b232-e8167f131aec","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":0,"end":2,"exact":"液冷","quote":"液冷は、AIデータセンターの脇役ではありません。\nBlackwell、Rubin以降のAIインフラでは、GPUを動かすためのもう一つの主役になっていく技術です。","quote_start":0,"quote_end":80,"text_sha256":"ebe0474ac9b0b76c23e7e7dc5e5bad8005112ce9928e89b9e72a22516fc2e71d","block_sha256":"ebe0474ac9b0b76c23e7e7dc5e5bad8005112ce9928e89b9e72a22516fc2e71d","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_2439c6e1-0084-41be-b893-c0b04581685d"},{"id":"occ_bb985c2954f34aacae8a3595","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_25452667-1a89-4089-9cc3-bb348b29c63e","section_id":"sec_3747b0d1-01ae-4958-8f6b-5279b1904bff","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":0,"end":2,"exact":"液冷","quote":"液冷化によって、NVIDIAだけでなく、データセンター設備企業の重要性も高まっています。","quote_start":0,"quote_end":44,"text_sha256":"8b6b0d53039eb7e304fcb71eae6f523a105f7c6b38c19f8607fda12ee347c774","block_sha256":"8b6b0d53039eb7e304fcb71eae6f523a105f7c6b38c19f8607fda12ee347c774","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_25452667-1a89-4089-9cc3-bb348b29c63e"},{"id":"occ_15b7ecac9575b150a67e810b","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_28d88bfe-8e9a-4c11-ba70-04d49c204c51","section_id":"sec_46bb07ca-70fa-44f9-9eb8-5449578f5fe3","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":11,"end":13,"exact":"液冷","quote":"## さらに深める: 液冷は「冷たい水」ではなく「熱の物流」である","quote_start":0,"quote_end":33,"text_sha256":"585025bb06776f7b120dccfbc22c458b52e94fa5dae377545ccd2eb2bf275b97","block_sha256":"585025bb06776f7b120dccfbc22c458b52e94fa5dae377545ccd2eb2bf275b97","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_28d88bfe-8e9a-4c11-ba70-04d49c204c51"},{"id":"occ_0cce2216367697cff31c0753","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_2bab37a3-cb2b-420c-ae14-46355f2a1140","section_id":"sec_5d836cfa-59c5-4b19-aa1c-e938f4736ca2","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":10,"end":12,"exact":"液冷","quote":"**絶ノイア:** 液冷は、GPUを冷やす部品ではなく、AIファクトリー全体の熱設計ですね。","quote_start":0,"quote_end":46,"text_sha256":"f27fffdc56f799f97992cc9f1f4ddc0da41416760ce6b0c8d0f1c067c1bc15a7","block_sha256":"f27fffdc56f799f97992cc9f1f4ddc0da41416760ce6b0c8d0f1c067c1bc15a7","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_2bab37a3-cb2b-420c-ae14-46355f2a1140"},{"id":"occ_cd993f02b87301a795cf11fc","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_2cc92edb-9fe6-47f0-bc45-4ffcee6b93e7","section_id":"sec_241661f3-b1b1-4f67-b5d9-750a097e1e41","layer":"code","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":47,"end":49,"exact":"冷却","quote":"```text\nCDU\n↓\n施設側ループ\n↓\nドライクーラー\n↓\n外気へ放熱\n↓\n冷えた施設側冷却液がCDUへ戻る\n```","quote_start":0,"quote_end":61,"text_sha256":"348ef4d7c0b3558e04f1d7264da0b5a5a2169bf54caa7e950d161e08942cce7d","block_sha256":"348ef4d7c0b3558e04f1d7264da0b5a5a2169bf54caa7e950d161e08942cce7d","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_2cc92edb-9fe6-47f0-bc45-4ffcee6b93e7"},{"id":"occ_f20aacbbeefb11f4b6673dc2","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_2daf8d48-0574-4b5c-9feb-410476d12859","section_id":"sec_c1d7f112-719e-41df-b232-e8167f131aec","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却","液冷"],"evidence":{"text_basis":"markdown","start":7,"end":9,"exact":"液冷","quote":"NVIDIAの液冷は、単なる冷却技術ではありません。","quote_start":0,"quote_end":26,"text_sha256":"4be84c3fe8b426f70c20816f7cc9db7ef76f2a582d0aa083ee4a0c94220e4d5e","block_sha256":"4be84c3fe8b426f70c20816f7cc9db7ef76f2a582d0aa083ee4a0c94220e4d5e","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_2daf8d48-0574-4b5c-9feb-410476d12859"},{"id":"occ_ba1088d791954ca15294e1e4","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_345177af-9d2f-4c7c-b1a8-b0ca06751870","section_id":"sec_5f886cec-e4e1-4a2c-8da5-b83fa3bed8c8","layer":"code","character_id":null,"count":2,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":41,"end":43,"exact":"冷却","quote":"```text\ndirect-to-chip：\nチップ → コールドプレート → 冷却液\n\nリアドア熱交換器：\nサーバー排気 → ラック背面ドア → 冷却液\n```","quote_start":0,"quote_end":82,"text_sha256":"e489740f2da221e184677746a469401a5a52fd85691c7f5b1d0c38aa1d4c2b0f","block_sha256":"e489740f2da221e184677746a469401a5a52fd85691c7f5b1d0c38aa1d4c2b0f","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_345177af-9d2f-4c7c-b1a8-b0ca06751870"},{"id":"occ_de25aaf08238548ee8ade556","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_3989d6d9-5b12-4745-acac-51fe25bf3a65","section_id":"sec_44e1289a-8659-4090-aaec-0651a78e7d0e","layer":"body","character_id":null,"count":3,"matched_aliases":["水冷","液冷"],"evidence":{"text_basis":"markdown","start":13,"end":15,"exact":"水冷","quote":"違うのは規模です。PC簡易水冷は数百W級の熱を扱いますが、AIラックでは1ラックで100kW超の熱を扱います。PC水冷は密封された使い切り部品に近いですが、AIデータセンターの液冷は、CDU、ポンプ、バルブ、センサー、漏液検知、施","quote_start":0,"quote_end":115,"text_sha256":"19db73fde98a5652928ba99d3a52a1b59106de8ee2dcab584cea45883efc52ed","block_sha256":"19db73fde98a5652928ba99d3a52a1b59106de8ee2dcab584cea45883efc52ed","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_3989d6d9-5b12-4745-acac-51fe25bf3a65"},{"id":"occ_024959bfd644a77d8f53f9d1","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_41c0718d-1550-4551-a960-09391503fe63","section_id":"sec_aa2557de-d775-4432-b162-dd4943b4bca7","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":11,"end":13,"exact":"液冷","quote":"## 15. ただし、液冷で全てが解決するわけではない","quote_start":0,"quote_end":27,"text_sha256":"040f916973c4a9be0f58bea265e7ede849048fe159c51dca4f584f0eb097db2f","block_sha256":"040f916973c4a9be0f58bea265e7ede849048fe159c51dca4f584f0eb097db2f","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_41c0718d-1550-4551-a960-09391503fe63"},{"id":"occ_437fc128330816eb75a956ca","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_4440f4ba-39e7-4a4b-ac37-5d2b369b6093","section_id":"sec_99685c7e-0a49-41c1-bc67-44eb7df46cb8","layer":"body","character_id":null,"count":1,"matched_aliases":["空冷"],"evidence":{"text_basis":"markdown","start":8,"end":10,"exact":"空冷","quote":"## 1. なぜ空冷では限界が来るのか","quote_start":0,"quote_end":19,"text_sha256":"747e14c2f028e6ea9f0d8b43a8515c7806c732f6e20e4abaadeef981fd1e8486","block_sha256":"747e14c2f028e6ea9f0d8b43a8515c7806c732f6e20e4abaadeef981fd1e8486","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_4440f4ba-39e7-4a4b-ac37-5d2b369b6093"},{"id":"occ_f221320d15cb4eb8c67a1e05","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_470345a1-ad0d-4e10-85ea-eb6c770b0291","section_id":"sec_4bc13d3e-5c2e-4305-a3c4-2b574516a225","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":77,"end":79,"exact":"冷却","quote":"マニホールド、クイックディスコネクト、ポンプ、バルブ、フィルター、熱交換器、漏液検知センサー、ドライクーラー、冷却制御ソフト、電源管理、データセンター向け施工・保守が重要になります。","quote_start":22,"quote_end":113,"text_sha256":"7e4233cad1c6ea0cfa2efd63d73844b99b9d5f109a85e706358c2ea2583ce672","block_sha256":"7e4233cad1c6ea0cfa2efd63d73844b99b9d5f109a85e706358c2ea2583ce672","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_470345a1-ad0d-4e10-85ea-eb6c770b0291"},{"id":"occ_16cbca8b02f4f89740308c41","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_47ccd62d-e0c7-421a-beae-a6b944aa38f7","section_id":"sec_5d836cfa-59c5-4b19-aa1c-e938f4736ca2","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":13,"end":15,"exact":"冷却","quote":"**絶ノイア:** だから冷却は、水使用量、電力、許認可、稼働率までつながる。","quote_start":0,"quote_end":39,"text_sha256":"87eda6273d729470ae9f3c839870bcc41a22851170a2f713c753fdac68ace7c1","block_sha256":"87eda6273d729470ae9f3c839870bcc41a22851170a2f713c753fdac68ace7c1","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_47ccd62d-e0c7-421a-beae-a6b944aa38f7"},{"id":"occ_845cedf926429581651aebf5","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_49a06e87-156b-4a02-b196-153028bf985c","section_id":"sec_8ea5f11c-fd9a-47a7-820a-7197a13187a7","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":47,"end":49,"exact":"冷却","quote":"ただし、これは「電子基板にかかっても安全な絶縁液」という意味ではありません。水＋グリコール系の冷却液は、基本的には密閉流路の中を流す液体です。漏液すれば当然リスクがあり、導電率、腐食、異物混入、シール材との相性管理が必要になります。","quote_start":0,"quote_end":116,"text_sha256":"170ea3ecb4cb7dd9170d094c3f7740450772dcfe7badde2d67abf959cc5ca3b1","block_sha256":"170ea3ecb4cb7dd9170d094c3f7740450772dcfe7badde2d67abf959cc5ca3b1","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_49a06e87-156b-4a02-b196-153028bf985c"},{"id":"occ_efa05f4b49f9eb3266f53c3a","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_4ae5b522-33fb-41a3-8200-3426ba00dd51","section_id":"sec_a84272a7-93f9-4266-963f-a02847633e5d","layer":"caption","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":15,"end":17,"exact":"冷却","quote":"![ラック列とCDUの関係: 冷却液の供給と戻り配管](media/c2ec4e1660e857333d4fcbdc8f34d05bd1e6f244a6a1a1d3e75cf4d5457457b7.png)","quote_start":0,"quote_end":103,"text_sha256":"f242b1281ff790f9b8ad8f1886d2b3baffcc44cb0fc69584f621a60e32bd500c","block_sha256":"f242b1281ff790f9b8ad8f1886d2b3baffcc44cb0fc69584f621a60e32bd500c","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_4ae5b522-33fb-41a3-8200-3426ba00dd51"},{"id":"occ_762bc972d5b6b6c0ed6083ed","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_4f0f0c2f-ae7b-41e6-89b1-effb5ecf19e7","section_id":"sec_99685c7e-0a49-41c1-bc67-44eb7df46cb8","layer":"body","character_id":null,"count":2,"matched_aliases":["液冷","空冷"],"evidence":{"text_basis":"markdown","start":0,"end":2,"exact":"空冷","quote":"空冷が「部屋全体を冷やす」発想だとすれば、液冷は「熱が生まれた場所で捕まえる」発想です。","quote_start":0,"quote_end":44,"text_sha256":"68512f0d17fa4ff810549fd1e5d21bdecff7c1877579f9c315585ad412d17ef3","block_sha256":"68512f0d17fa4ff810549fd1e5d21bdecff7c1877579f9c315585ad412d17ef3","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_4f0f0c2f-ae7b-41e6-89b1-effb5ecf19e7"},{"id":"occ_d6acbb27dba84c31d0e0f4df","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_4f51bef6-befa-4041-b004-21a90f17c113","section_id":"sec_aa2557de-d775-4432-b162-dd4943b4bca7","layer":"body","character_id":null,"count":3,"matched_aliases":["冷却","液冷","空冷"],"evidence":{"text_basis":"markdown","start":47,"end":49,"exact":"冷却","quote":"まず、暑い地域ではドライクーラーだけで十分に冷やせない時間帯があります。その場合、チラーや補助冷却が必要になります。次に、液冷設備は初期投資が大きく、設計・施工・保守の難易度も上がります。漏液、腐食、異物混入、ポンプ故障、センサー異常、圧力管理など、空冷にはなかった運用課題も出ます。","quote_start":0,"quote_end":142,"text_sha256":"4a2cee49c8e1b93ca57c75356695e14c359144a41b8e9852f6f40b5a64b03899","block_sha256":"4a2cee49c8e1b93ca57c75356695e14c359144a41b8e9852f6f40b5a64b03899","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_4f51bef6-befa-4041-b004-21a90f17c113"},{"id":"occ_03a96426c0b6709e6f3e97a7","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_59f915be-42bc-47b7-a0f8-1c81e1b4e6c5","section_id":"sec_1bd8f450-ce1e-4b7f-9d34-0c807a96e9d6","layer":"body","character_id":null,"count":3,"matched_aliases":["冷却","液冷"],"evidence":{"text_basis":"markdown","start":0,"end":2,"exact":"冷却","quote":"冷却液を蒸発させて捨てるのではなく、同じ冷却液を循環させ続ける。これが閉ループ液冷です。","quote_start":0,"quote_end":44,"text_sha256":"5d1444cea36e67191d2201517b3dfe22fa91660defb115583726bb7f107fc558","block_sha256":"5d1444cea36e67191d2201517b3dfe22fa91660defb115583726bb7f107fc558","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_59f915be-42bc-47b7-a0f8-1c81e1b4e6c5"},{"id":"occ_ed043c7ff9c02ecde6b15b25","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_5def2a1e-f61f-4f6c-944c-1daaa105de82","section_id":"sec_5f886cec-e4e1-4a2c-8da5-b83fa3bed8c8","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":20,"end":22,"exact":"冷却","quote":"## 9. direct-to-chip冷却とリアドア熱交換器","quote_start":0,"quote_end":31,"text_sha256":"477c449690db3d46677d43e7e19ed24a17c612f234505b1228c7a9dbd5e636e0","block_sha256":"477c449690db3d46677d43e7e19ed24a17c612f234505b1228c7a9dbd5e636e0","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_5def2a1e-f61f-4f6c-944c-1daaa105de82"},{"id":"occ_e557a3909ab389b8067a71c3","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_5eed6203-010c-49d2-8569-9fc2e37595dd","section_id":"sec_5f886cec-e4e1-4a2c-8da5-b83fa3bed8c8","layer":"body","character_id":null,"count":2,"matched_aliases":["液冷","空冷"],"evidence":{"text_basis":"markdown","start":59,"end":61,"exact":"空冷","quote":"ct-to-chipはチップの熱を直接取れるため、GPU密度が高いラックに向きます。リアドア熱交換器は、既存の空冷ラックを液冷寄りに改修する移行技術として使いやすいです。","quote_start":4,"quote_end":89,"text_sha256":"82612ea40b88bb1b744b9c8a1475484864e4d09259e78cd02d249be4b07b656f","block_sha256":"82612ea40b88bb1b744b9c8a1475484864e4d09259e78cd02d249be4b07b656f","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_5eed6203-010c-49d2-8569-9fc2e37595dd"},{"id":"occ_e0d8ab3e9f30db0991357f90","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_660b9d0d-70fc-4b0b-8b35-e6ca644d56dc","section_id":"sec_99685c7e-0a49-41c1-bc67-44eb7df46cb8","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":42,"end":44,"exact":"冷却","quote":"これは、GPUやCPUなどの発熱部品に**コールドプレート**を直接取り付け、そこに冷却液を流して熱を奪う方式です。Vertivも、direct-to-chip冷却を、プロセッサなどの発熱源から直接熱を取り除く方式として説明しています。([Vertiv][2])","quote_start":0,"quote_end":131,"text_sha256":"65e30578a748ec6fd5431eda221a479b0b4d3b040501dd53f8bdf0f52c49fced","block_sha256":"65e30578a748ec6fd5431eda221a479b0b4d3b040501dd53f8bdf0f52c49fced","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_660b9d0d-70fc-4b0b-8b35-e6ca644d56dc"},{"id":"occ_d22bb5c8319caabb27833a0f","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_672c4a30-9040-4f5e-93d0-bf8071166f38","section_id":"sec_5f886cec-e4e1-4a2c-8da5-b83fa3bed8c8","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":19,"end":21,"exact":"冷却","quote":"まず、**direct-to-chip冷却**は、GPUやCPUにコールドプレートを直接取り付けて冷やす方式です。高密度AIラックではこの方式が主役です。","quote_start":0,"quote_end":77,"text_sha256":"2d54091bd4f777d7bfa8b55cb49470ac0d8420181c5d78d9ed6e5773005c3d58","block_sha256":"2d54091bd4f777d7bfa8b55cb49470ac0d8420181c5d78d9ed6e5773005c3d58","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_672c4a30-9040-4f5e-93d0-bf8071166f38"},{"id":"occ_619b9a73bf22f6f22f0ee59f","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_6929865f-13c7-433c-a7d2-20461b3f2a27","section_id":"sec_09f34f0b-6e1d-48b6-b614-74575a0a6c57","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却","液冷"],"evidence":{"text_basis":"markdown","start":6,"end":8,"exact":"液冷","quote":"本格的なAI液冷で多い**liquid-to-liquid型CDU**では、別媒体は施設側ループを流れる水、または水＋グリコール系冷却液です。","quote_start":0,"quote_end":71,"text_sha256":"d4cd27826d3f9b389dd1d5a987bee0043292373daf342799544b32d93e429566","block_sha256":"d4cd27826d3f9b389dd1d5a987bee0043292373daf342799544b32d93e429566","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_6929865f-13c7-433c-a7d2-20461b3f2a27"},{"id":"occ_b45f5f324b4ba7a379c3a16f","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_6e73906d-6503-417b-89db-1e461fd72eef","section_id":"sec_09f34f0b-6e1d-48b6-b614-74575a0a6c57","layer":"body","character_id":null,"count":3,"matched_aliases":["冷却","液冷"],"evidence":{"text_basis":"markdown","start":8,"end":10,"exact":"液冷","quote":"つまり、閉ループ液冷＋ドライクーラー構成では、CDUで受け取った熱が施設側冷却液へ渡され、その施設側冷却液が屋外ドライクーラーまで熱を運びます。","quote_start":0,"quote_end":72,"text_sha256":"ca1d16e3cdcbee2618aaf69450b0ffe59fd33fa3119ee1fab2ed094a13d9ffdb","block_sha256":"ca1d16e3cdcbee2618aaf69450b0ffe59fd33fa3119ee1fab2ed094a13d9ffdb","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_6e73906d-6503-417b-89db-1e461fd72eef"},{"id":"occ_e25274ee76441833ea98edb6","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_71dc6521-4983-405b-8bd3-dcba40fa5170","section_id":"sec_f30d4690-5efd-4c95-9569-c2002adf14c0","layer":"body","character_id":null,"count":1,"matched_aliases":["水冷"],"evidence":{"text_basis":"markdown","start":17,"end":19,"exact":"水冷","quote":"簡単に言えば、**チップに密着する水冷ヒートシンク**です。","quote_start":0,"quote_end":30,"text_sha256":"78d2ccc7924f0c7e3b05496b240cd59b158ad361900feafef99c776f5c1c38b3","block_sha256":"78d2ccc7924f0c7e3b05496b240cd59b158ad361900feafef99c776f5c1c38b3","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_71dc6521-4983-405b-8bd3-dcba40fa5170"},{"id":"occ_7ca8402c85f1de1fb6b4f67f","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_7669c8a7-704b-481f-bcf0-90f534b5dc04","section_id":"sec_3747b0d1-01ae-4958-8f6b-5279b1904bff","layer":"body","character_id":null,"count":2,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":64,"end":66,"exact":"液冷","quote":" Electricは、Motivairを取り込むことで、CDU、リアドア熱交換器、チラー、コールドプレートなど液冷ポートフォリオを強化しています。Schneider Electricは、Motivair by Schneider Electricとして、AI/HPC向けの液冷ソリューションを展開しています。([S","quote_start":9,"quote_end":166,"text_sha256":"edeca5840c6754f47fc5f523bdf9d4fa669f131c3df61a64efd6b9f77ed926c7","block_sha256":"edeca5840c6754f47fc5f523bdf9d4fa669f131c3df61a64efd6b9f77ed926c7","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_7669c8a7-704b-481f-bcf0-90f534b5dc04"},{"id":"occ_e05ba1cab49d5b2cf7aedd63","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_78b0ee3b-8690-424b-b891-9619b548eac9","section_id":"sec_8ea5f11c-fd9a-47a7-820a-7197a13187a7","layer":"body","character_id":null,"count":4,"matched_aliases":["水冷","液冷"],"evidence":{"text_basis":"markdown","start":5,"end":7,"exact":"水冷","quote":"PCの簡易水冷、いわゆるAIO水冷でも、脱塩水・RO水とプロピレングリコール系の混合液が使われる例があります。つまり、PC水冷とAIデータセンター液冷は、原理としてはかなり似ています。違うのは規模、冗長性、監視、保","quote_start":0,"quote_end":107,"text_sha256":"e8fcc58cda1a94610f7d9c6eccc2b02ac9e2580638ef6d35a2ea4c8aec8f8a10","block_sha256":"e8fcc58cda1a94610f7d9c6eccc2b02ac9e2580638ef6d35a2ea4c8aec8f8a10","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_78b0ee3b-8690-424b-b891-9619b548eac9"},{"id":"occ_defd42c7e698d76b591f07e3","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_7ccd82d7-b090-4bd0-ab8c-0b7f191a9c29","section_id":"sec_1bd8f450-ce1e-4b7f-9d34-0c807a96e9d6","layer":"caption","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":6,"end":8,"exact":"液冷","quote":"![閉ループ液冷とドライクーラーの全体構成](media/802ea410a296f727aadde486abc6f6382a2b03d8ca7c3f0f4bad774482413a5f.png)","quote_start":0,"quote_end":98,"text_sha256":"00b7d9317a191694b22f28e2d4df489d2973102a9f33130b7eca8b3d05ea4348","block_sha256":"00b7d9317a191694b22f28e2d4df489d2973102a9f33130b7eca8b3d05ea4348","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_7ccd82d7-b090-4bd0-ab8c-0b7f191a9c29"},{"id":"occ_486fbe182ba49808e11da6e2","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_7f4b5860-40af-4132-a5f7-c4dd6d5eb374","section_id":"sec_3747b0d1-01ae-4958-8f6b-5279b1904bff","layer":"body","character_id":null,"count":2,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":21,"end":23,"exact":"液冷","quote":"つまり両社は、単なる設計コンサルではなく、液冷インフラの製造・供給・制御・保守まで関わるプレイヤーです。ただし、NVIDIAラックを丸ごと単独で作っているわけではありません。GPU、サーバーOEM/ODM、ラック、電源、液冷、施設側設備が組み合わ","quote_start":0,"quote_end":123,"text_sha256":"1207ed78114635fd96bfc6b8b6ebfedfb81b0914773e32aab59a8d3a0aa9fe93","block_sha256":"1207ed78114635fd96bfc6b8b6ebfedfb81b0914773e32aab59a8d3a0aa9fe93","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_7f4b5860-40af-4132-a5f7-c4dd6d5eb374"},{"id":"occ_c2bafa895c6c0e4fbb4303bd","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_80409cf4-8f8c-411c-8607-b03bee440202","section_id":"sec_09f34f0b-6e1d-48b6-b614-74575a0a6c57","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":15,"end":17,"exact":"冷却","quote":"CDU内の熱交換器でサーバー側冷却液から熱を受け取る「別媒体」は、構成によって変わります。","quote_start":0,"quote_end":45,"text_sha256":"58cc4a090f11a129cb92eec1f8b9e465a07db7753c1fe2a5ec4763034394a20c","block_sha256":"58cc4a090f11a129cb92eec1f8b9e465a07db7753c1fe2a5ec4763034394a20c","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_80409cf4-8f8c-411c-8607-b03bee440202"},{"id":"occ_b901ae6da8a7b21ae7dab935","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_85600c6f-9e02-4d9d-abda-a7411d974737","section_id":"sec_c1d7f112-719e-41df-b232-e8167f131aec","layer":"code","character_id":null,"count":2,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":47,"end":49,"exact":"冷却","quote":"```text\nGPU / CPU / NVSwitch\n→ コールドプレート\n→ サーバー側冷却液\n→ CDU\n→ 施設側冷却液\n→ ドライクーラー\n→ 外気\n```","quote_start":0,"quote_end":84,"text_sha256":"db8423e4e2339a911531f5fdec573b57562add2ac9cc84ba4dddf412cf46f056","block_sha256":"db8423e4e2339a911531f5fdec573b57562add2ac9cc84ba4dddf412cf46f056","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_85600c6f-9e02-4d9d-abda-a7411d974737"},{"id":"occ_a12aeb6a570ac483b2fba33f","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_86525ff6-5f25-4a8c-bc12-19ab7a72f79b","section_id":"sec_57c7ff90-6687-4264-b618-570f6a6f7db6","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":40,"end":42,"exact":"冷却","quote":"VertivのCoolChip CDUは、direct-to-chipとリアドア冷却用途に対応し、施設水あり・なしの構成にも対応する製品群として説明されています。([Vertiv][2])","quote_start":0,"quote_end":94,"text_sha256":"1e7ca237cac59644466b96a15fa00fb127af089744d22d5fefb24565e66a09e5","block_sha256":"1e7ca237cac59644466b96a15fa00fb127af089744d22d5fefb24565e66a09e5","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_86525ff6-5f25-4a8c-bc12-19ab7a72f79b"},{"id":"occ_a113d858bee396271dadbe5c","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_88380748-80e1-4eaa-aeef-1efccacd9e81","section_id":"sec_44e1289a-8659-4090-aaec-0651a78e7d0e","layer":"body","character_id":null,"count":1,"matched_aliases":["水冷"],"evidence":{"text_basis":"markdown","start":11,"end":13,"exact":"水冷","quote":"## 13. PC簡易水冷との比較","quote_start":0,"quote_end":17,"text_sha256":"45d5ff4bb3c888d05b5d1614b32c66e47c2a83584a9696629667d5a20dae442e","block_sha256":"45d5ff4bb3c888d05b5d1614b32c66e47c2a83584a9696629667d5a20dae442e","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_88380748-80e1-4eaa-aeef-1efccacd9e81"},{"id":"occ_4abe36e3b105b655f1f06c75","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_8d60fb44-dbd2-49b0-bce0-e11313d24631","section_id":"sec_aa2557de-d775-4432-b162-dd4943b4bca7","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却","液冷"],"evidence":{"text_basis":"markdown","start":30,"end":32,"exact":"冷却","quote":"さらに、NVIDIAがいう「水をほぼ使わない」は、主に施設内冷却水の話です。AIインフラ全体では、発電所側の水、半導体製造で使う水、建設やサプライチェーン由来の水もあります。したがって、液冷は非常に重要な改善策ですが、AIの環境負荷を完全に消すものではありません。","quote_start":0,"quote_end":132,"text_sha256":"c781afae93668a8daed65ce44745e55e14b27f9478d9003462419885e2f5dc58","block_sha256":"c781afae93668a8daed65ce44745e55e14b27f9478d9003462419885e2f5dc58","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_8d60fb44-dbd2-49b0-bce0-e11313d24631"},{"id":"occ_c6071dacc8ac873a3a865e26","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_8d7e75ac-75a8-4aab-a53a-7484752f2038","section_id":"sec_09f34f0b-6e1d-48b6-b614-74575a0a6c57","layer":"code","character_id":null,"count":3,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":17,"end":19,"exact":"冷却","quote":"```text\nサーバー側の温かい冷却液\n↓\nCDU内の熱交換器\n↓\n施設側の冷却水・冷却液\n↓\nドライクーラー\n↓\n外気へ放熱\n```","quote_start":0,"quote_end":68,"text_sha256":"988f260116c125ae590a474bca33e17cbc62eb520f71aa8c1740d9c240c96584","block_sha256":"988f260116c125ae590a474bca33e17cbc62eb520f71aa8c1740d9c240c96584","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_8d7e75ac-75a8-4aab-a53a-7484752f2038"},{"id":"occ_277ebf5e67e66dcb634e114b","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_941c3a1d-0004-4dd8-b954-9f7f786825e6","section_id":"sec_9b765123-f63e-4495-9895-3cb97d0d46e9","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":63,"end":65,"exact":"液冷","quote":"B200 NVL72は、36基のGrace CPUと72基のBlackwell GPUを1つのラックスケール・液冷設計にまとめ、72 GPUのNVLinkドメインを巨大な1つのGPUのように扱う構成です。つまり、GPU単体の性能だけでなく、ラック全体を一つのAI計算機として動かす時代に入っています。([NVIDI","quote_start":8,"quote_end":165,"text_sha256":"07a5fa72702d529ac96d4bbf4905e5434406090072f6a80ca23d24f7016c0c5e","block_sha256":"07a5fa72702d529ac96d4bbf4905e5434406090072f6a80ca23d24f7016c0c5e","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_941c3a1d-0004-4dd8-b954-9f7f786825e6"},{"id":"occ_fd76d36091e8bfb2b750fd58","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_949c5568-d007-42e8-b719-400804e1bd43","section_id":"sec_241661f3-b1b1-4f67-b5d9-750a097e1e41","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":26,"end":28,"exact":"冷却","quote":"ただし、ここで減るのは主に**データセンター敷地内の冷却水**です。AI全体の水フットプリントには、発電、半導体製造、建設、サプライチェーン由来の水も含まれるため、「AIの水問題が完全に解決した」とまでは言えません。","quote_start":0,"quote_end":108,"text_sha256":"a01989928f3c47b39728748f116df3223f9d7a7d2531d87f809af7ee25fad354","block_sha256":"a01989928f3c47b39728748f116df3223f9d7a7d2531d87f809af7ee25fad354","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_949c5568-d007-42e8-b719-400804e1bd43"},{"id":"occ_e98a3fb2e7b6e44125c3ac19","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_a4c6a8c8-f2c8-4c17-984c-4bdc73fd3387","section_id":"sec_241661f3-b1b1-4f67-b5d9-750a097e1e41","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":0,"end":2,"exact":"冷却","quote":"冷却塔は水を蒸発させて熱を逃がしますが、ドライクーラーは基本的に空気へ熱を渡します。そのため、水消費を大きく減らせます。ただし、外気温が高すぎる地域ではドライクーラーだけでは足りない時間帯があり、その場合","quote_start":0,"quote_end":102,"text_sha256":"05145e0bbc04012a6dd3bfaf78da3d4f767a75d8e529814ad180324f01d907b1","block_sha256":"05145e0bbc04012a6dd3bfaf78da3d4f767a75d8e529814ad180324f01d907b1","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_a4c6a8c8-f2c8-4c17-984c-4bdc73fd3387"},{"id":"occ_a5bd1c8dc8af1695f561f8b7","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_a909eeca-cdd6-4a17-bc94-25bbefd77720","section_id":"sec_8ea5f11c-fd9a-47a7-820a-7197a13187a7","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":17,"end":19,"exact":"冷却","quote":"## 4. プロピレングリコール系冷却液の意味","quote_start":0,"quote_end":23,"text_sha256":"c355363f062d6174ad6e9cc7a45b7dc39ee7a48d410844fb6078cc220b558df5","block_sha256":"c355363f062d6174ad6e9cc7a45b7dc39ee7a48d410844fb6078cc220b558df5","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_a909eeca-cdd6-4a17-bc94-25bbefd77720"},{"id":"occ_3e0b0f49e4d00fa219571fac","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_ae1f5620-544b-402b-9ae3-fd55bb1cf991","section_id":"sec_816d77b6-be90-426a-948e-aba9a9935161","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":25,"end":27,"exact":"冷却","quote":"**liquid-to-air型**は、サーバー側冷却液の熱を、CDU内のコイルとファンで空気へ逃がします。","quote_start":0,"quote_end":54,"text_sha256":"76dd47686698a80fc2b454f6eb554b111c817124687426d87d64e8c78d76a024","block_sha256":"76dd47686698a80fc2b454f6eb554b111c817124687426d87d64e8c78d76a024","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_ae1f5620-544b-402b-9ae3-fd55bb1cf991"},{"id":"occ_46d0a68359b01e88546f6707","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_af585340-3090-47cf-98e6-3e5d91aac012","section_id":"sec_4bc13d3e-5c2e-4305-a3c4-2b574516a225","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":6,"end":8,"exact":"液冷","quote":"その意味で、液冷はAIインフラの裏方ではなく、GPU密度、稼働率、TCO、水使用量、許認可、地域住民の反発リスクにまで関わる中核技術です。","quote_start":0,"quote_end":69,"text_sha256":"ac58ac0a35541e6c66d9bd3d8efafb446118f3de71bc30feff1b520c68dd60f0","block_sha256":"ac58ac0a35541e6c66d9bd3d8efafb446118f3de71bc30feff1b520c68dd60f0","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_af585340-3090-47cf-98e6-3e5d91aac012"},{"id":"occ_4f7254be0e606b8a58d48227","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_b1fb6414-c22a-46b1-82d5-8f3a822fffde","section_id":"sec_a84272a7-93f9-4266-963f-a02847633e5d","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":53,"end":55,"exact":"冷却","quote":"この2つのループはCDU内の熱交換器で接しますが、液体そのものは基本的に混ざりません。サーバー側のきれいな冷却液を守りながら、施設側の大きな冷却設備へ熱だけを渡すわけです。","quote_start":0,"quote_end":86,"text_sha256":"69ac798d5e1d8e979990a0340a2010df8b1301c39e6716db285c7628acf6f653","block_sha256":"69ac798d5e1d8e979990a0340a2010df8b1301c39e6716db285c7628acf6f653","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_b1fb6414-c22a-46b1-82d5-8f3a822fffde"},{"id":"occ_d006104f5f09c9eea9cc03a4","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_b96f63da-75ad-4ad8-9548-bcdac3526c16","section_id":"sec_c1d7f112-719e-41df-b232-e8167f131aec","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":36,"end":38,"exact":"冷却","quote":"この流れを支えるために、CDU、コールドプレート、プロピレングリコール系冷却液、施設側ループ、ドライクーラー、チラー、センサー、制御ソフト、施工・保守が一体で必要になります。","quote_start":0,"quote_end":87,"text_sha256":"890bc857eefe005ff8bf66df78967cf3115684d6e3f4e189b393f439dec3272c","block_sha256":"890bc857eefe005ff8bf66df78967cf3115684d6e3f4e189b393f439dec3272c","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_b96f63da-75ad-4ad8-9548-bcdac3526c16"},{"id":"occ_b929d635dc39b214086c1d7a","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_ba592c39-46c6-4fea-9db1-ae2a53c3fb5c","section_id":"sec_1bd8f450-ce1e-4b7f-9d34-0c807a96e9d6","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":4,"end":6,"exact":"冷却","quote":"普通は「冷却液は冷たいほどよい」と思いがちですが、AIデータセンターでは少し違います。45℃程度の高めの温度でチップを冷やせるなら、外気がそれより低い地域では、機械式チラーを使わずに屋外のドライクーラーで熱を捨て","quote_start":0,"quote_end":106,"text_sha256":"c2e04e64011b54e25cb2b4cfbfeaef36b835f196649fe48ef427af322c0fbb91","block_sha256":"c2e04e64011b54e25cb2b4cfbfeaef36b835f196649fe48ef427af322c0fbb91","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_ba592c39-46c6-4fea-9db1-ae2a53c3fb5c"},{"id":"occ_c6e29f178bbd45c6f629a327","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_bcc547bb-e89c-477b-8767-280ab4bb3ddf","section_id":"sec_46bb07ca-70fa-44f9-9eb8-5449578f5fe3","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":0,"end":2,"exact":"液冷","quote":"液冷を、GPUを冷たくする技術としてだけ見ると本質を外す。AIファクトリーで起きているのは、熱を「発生場所」から「捨てる場所」へ運ぶ物流設計の変化である。","quote_start":0,"quote_end":77,"text_sha256":"fb35c069cb9e571027cf420a9af62d038d2fb7abeb62b1aac59f31ae99d47250","block_sha256":"fb35c069cb9e571027cf420a9af62d038d2fb7abeb62b1aac59f31ae99d47250","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_bcc547bb-e89c-477b-8767-280ab4bb3ddf"},{"id":"occ_a475185a36ce2a9d8078a4e2","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_bd30a858-c097-4829-84e7-024e127a23e6","section_id":"sec_a84272a7-93f9-4266-963f-a02847633e5d","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却","液冷"],"evidence":{"text_basis":"markdown","start":0,"end":2,"exact":"液冷","quote":"液冷AIラックの中核にあるのが、**CDU**です。\nCDUは Coolant Distribution Unit、つまり冷却分配ユニットです。","quote_start":0,"quote_end":72,"text_sha256":"08d8fae94e04dc5498160582893246c1413c441143e72909b4f27f108143a9fa","block_sha256":"08d8fae94e04dc5498160582893246c1413c441143e72909b4f27f108143a9fa","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_bd30a858-c097-4829-84e7-024e127a23e6"},{"id":"occ_edb3a80359158ad5727f152e","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_bd50a431-29b0-4f00-875f-ae863c77b2ec","section_id":"sec_c6e34791-fe01-4628-8a2f-231981942a59","layer":"body","character_id":null,"count":3,"matched_aliases":["冷却","液冷"],"evidence":{"text_basis":"markdown","start":10,"end":12,"exact":"液冷","quote":"NVIDIAが45℃液冷を重視している理由はここにあります。冷却液を高めの温度で運用できれば、外気条件の良い地域ではチラーを使わず、ドライクーラーで熱を捨てやすくなります。NVIDIAは、条件の良い気候ではドライクーラーを使","quote_start":0,"quote_end":112,"text_sha256":"8ed39df540fea6ae5bea203319acf22bc0c829e33a64e8dedee54e994fb9d059","block_sha256":"8ed39df540fea6ae5bea203319acf22bc0c829e33a64e8dedee54e994fb9d059","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_bd50a431-29b0-4f00-875f-ae863c77b2ec"},{"id":"occ_a21066afb646fcabd17df9b0","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_bd6b0703-ea31-4c48-ad3a-4228113c894e","section_id":"sec_66fe5129-3267-4aab-af02-7d50eef22704","layer":"body","character_id":null,"count":6,"matched_aliases":["冷却","液冷"],"evidence":{"text_basis":"markdown","start":31,"end":33,"exact":"液冷","quote":"- Blackwell/Rubin世代では、GPU密度の向上と液冷は切り離しにくい。\n- direct-to-chip液冷はチップ直上で熱を回収し、CDUがサーバー側と施設側の熱を切り分ける。\n- ドライクーラーは冷却塔と異なり、原則として水を蒸発させずに外気へ熱を","quote_start":0,"quote_end":133,"text_sha256":"9b8b39f5052ff4f778aa2f2800c0b22783b980eef3d9139158826b88670cd532","block_sha256":"9b8b39f5052ff4f778aa2f2800c0b22783b980eef3d9139158826b88670cd532","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_bd6b0703-ea31-4c48-ad3a-4228113c894e"},{"id":"occ_c3fc87b99df0c20899711712","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_bda9dcad-dc7b-455e-9b22-5071bca3fd45","section_id":"sec_9b765123-f63e-4495-9895-3cb97d0d46e9","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":29,"end":31,"exact":"冷却","quote":"## AIデータセンターは「GPUの時代」から「熱・電力・冷却の時代」へ入った","quote_start":0,"quote_end":39,"text_sha256":"f442fcf363e89862ffc4b31d458fb716fb7374fbdfd6dad537967e3b891fca4a","block_sha256":"f442fcf363e89862ffc4b31d458fb716fb7374fbdfd6dad537967e3b891fca4a","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_bda9dcad-dc7b-455e-9b22-5071bca3fd45"},{"id":"occ_9e3695237f506ba52ff03cf8","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_be4e0e14-c304-4a92-b078-edd2e1feb132","section_id":"sec_9b765123-f63e-4495-9895-3cb97d0d46e9","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":5,"end":7,"exact":"液冷","quote":"それが**液冷**です。","quote_start":0,"quote_end":12,"text_sha256":"8c363a3e5d50850fbc468b1be6676db566abdfea6c9d3177bc708da37973d24b","block_sha256":"8c363a3e5d50850fbc468b1be6676db566abdfea6c9d3177bc708da37973d24b","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_be4e0e14-c304-4a92-b078-edd2e1feb132"},{"id":"occ_3d3a978a0ad22dabeb5fe8e6","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_bfa825d6-1d2b-40f5-99c0-7cd95b58c62e","section_id":"sec_3747b0d1-01ae-4958-8f6b-5279b1904bff","layer":"body","character_id":null,"count":4,"matched_aliases":["冷却","液冷"],"evidence":{"text_basis":"markdown","start":12,"end":14,"exact":"液冷","quote":"Vertivは、CDU、液冷分配、熱交換、電源・冷却制御、導入サービスに強みを持ちます。VertivのCoolChip CDUは、direct-to-chipやリアドア冷却向けに設計され、高密度環境で液冷を支える製品群として展開","quote_start":0,"quote_end":114,"text_sha256":"ccfc88f7f922f5b5730b96189fa298170d05b9ea80c56338d9281cbf03ed8b51","block_sha256":"ccfc88f7f922f5b5730b96189fa298170d05b9ea80c56338d9281cbf03ed8b51","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_bfa825d6-1d2b-40f5-99c0-7cd95b58c62e"},{"id":"occ_bfa300cf8dfbee162df40315","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_c0626ab3-2ba5-4805-ae83-e9d0dcb4e311","section_id":"sec_c6e34791-fe01-4628-8a2f-231981942a59","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":6,"end":8,"exact":"冷却","quote":"**CDUは冷却液を分配し、熱を施設側へ渡す装置**です。\n**チラーは冷たい水を作る冷凍機**です。","quote_start":0,"quote_end":51,"text_sha256":"890f597de0e3f72e6428a65ee0f86dc4956ad27408b0f58f6a7572c63fa9cd16","block_sha256":"890f597de0e3f72e6428a65ee0f86dc4956ad27408b0f58f6a7572c63fa9cd16","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_c0626ab3-2ba5-4805-ae83-e9d0dcb4e311"},{"id":"occ_fe686f1c20ce60e382ddce8c","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_c0ded7e6-dfb7-4acf-bd6c-d6e0c013893e","section_id":"sec_42f87640-d0cd-4e72-958c-302023c53e90","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":8,"end":10,"exact":"液冷","quote":"# NVIDIA液冷の本質","quote_start":0,"quote_end":13,"text_sha256":"05442c0d6f9df6123750cd6de6e342e9ce9ad53272af02825279d03ef4fe4aef","block_sha256":"05442c0d6f9df6123750cd6de6e342e9ce9ad53272af02825279d03ef4fe4aef","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_c0ded7e6-dfb7-4acf-bd6c-d6e0c013893e"},{"id":"occ_a2f7cee687c00fd556109e5b","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_c2471fed-1943-4154-84d8-b04b35e03439","section_id":"sec_4bc13d3e-5c2e-4305-a3c4-2b574516a225","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":0,"end":2,"exact":"液冷","quote":"液冷化の重要性は、単にNVIDIAのGPUが強いという話に留まりません。","quote_start":0,"quote_end":36,"text_sha256":"53c549597db5a52261d18fdae4e7406a919b2bd38e1e0f8cdbb8984a97485225","block_sha256":"53c549597db5a52261d18fdae4e7406a919b2bd38e1e0f8cdbb8984a97485225","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_c2471fed-1943-4154-84d8-b04b35e03439"},{"id":"occ_4bc4a4ea6e7c757cfb993825","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_c2c401c9-dc09-49ec-8221-5ef77b6fb397","section_id":"sec_c1d7f112-719e-41df-b232-e8167f131aec","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":7,"end":9,"exact":"液冷","quote":"## まとめ：液冷はNVIDIAのAIファクトリー戦略そのもの","quote_start":0,"quote_end":31,"text_sha256":"a2c87c7dee99425666b771e37b60866d38b04ac6280f1a2e14f8a5ccf2b4897f","block_sha256":"a2c87c7dee99425666b771e37b60866d38b04ac6280f1a2e14f8a5ccf2b4897f","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_c2c401c9-dc09-49ec-8221-5ef77b6fb397"},{"id":"occ_d331a3ae9c4cd6febd19c332","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_c44050ce-68b1-4504-bbf1-45ff097cc02a","section_id":"sec_aa2557de-d775-4432-b162-dd4943b4bca7","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却","液冷"],"evidence":{"text_basis":"markdown","start":0,"end":2,"exact":"液冷","quote":"液冷＋ドライクーラーは、AIデータセンターの冷却水問題を大きく軽減する可能性があります。","quote_start":0,"quote_end":44,"text_sha256":"e17e7b9a5d7805109dacdba4e6f5b05550acb9cc0854cb0533cdf9f1142250c1","block_sha256":"e17e7b9a5d7805109dacdba4e6f5b05550acb9cc0854cb0533cdf9f1142250c1","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_c44050ce-68b1-4504-bbf1-45ff097cc02a"},{"id":"occ_65b5785c22a59ee438ad31a5","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_c5d90a59-8a37-4ead-80df-34fedbf0f31b","section_id":"sec_f30d4690-5efd-4c95-9569-c2002adf14c0","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":24,"end":26,"exact":"液冷","quote":"コールドプレートは、direct-to-chip液冷の最前線にある部品です。","quote_start":0,"quote_end":38,"text_sha256":"9ad630046bb5be4fe66f9c555c20f81dfc8ee034dbe53b526ccacbc41f51b91b","block_sha256":"9ad630046bb5be4fe66f9c555c20f81dfc8ee034dbe53b526ccacbc41f51b91b","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_c5d90a59-8a37-4ead-80df-34fedbf0f31b"},{"id":"occ_2202ba6e762a2bec43b30fae","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_cac9b029-258d-44b7-bc3b-4f5b391d1b8e","section_id":"sec_a84272a7-93f9-4266-963f-a02847633e5d","layer":"code","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":76,"end":78,"exact":"冷却","quote":" → ラック → コールドプレート → CDU\n\n施設側ループ：\nCDU → ドライクーラー / チラー / 冷却塔 → CDU\n```","quote_start":21,"quote_end":89,"text_sha256":"544f905890e8202e8d6693ec5f7aecb65fa93a9918ea79635e0025663a24f6c9","block_sha256":"544f905890e8202e8d6693ec5f7aecb65fa93a9918ea79635e0025663a24f6c9","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_cac9b029-258d-44b7-bc3b-4f5b391d1b8e"},{"id":"occ_b16c8f93912fc0d52172ba40","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_ccc3b966-e373-4934-a4f6-f223fc73c0b8","section_id":"sec_a84272a7-93f9-4266-963f-a02847633e5d","layer":"code","character_id":null,"count":2,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":8,"end":10,"exact":"冷却","quote":"```text\n冷却液をラックへ送る\nラックから温かい冷却液を受け取る\n熱交換器で施設側ループへ熱を渡す\n流量・圧力・温度・漏液を監視する\nポンプ・バルブを制御する\n```","quote_start":0,"quote_end":86,"text_sha256":"564e041aec30b83235d86d9278119d776be335d73e3f2468b6cd23c508ef196c","block_sha256":"564e041aec30b83235d86d9278119d776be335d73e3f2468b6cd23c508ef196c","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_ccc3b966-e373-4934-a4f6-f223fc73c0b8"},{"id":"occ_f04006ecf824ad42091b21f5","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_ce2c86b8-2995-403e-b075-8e7f6f013582","section_id":"sec_816d77b6-be90-426a-948e-aba9a9935161","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却","液冷"],"evidence":{"text_basis":"markdown","start":7,"end":9,"exact":"液冷","quote":"これは本格的な液冷データセンター向けです。熱を建屋外のドライクーラーやチラーへ運べるため、100kW級、MW級の冷却に向きます。","quote_start":0,"quote_end":64,"text_sha256":"a275ed0150deb1eac3b5780c864ee5059066919fc2277ef0a48979b104f9641b","block_sha256":"a275ed0150deb1eac3b5780c864ee5059066919fc2277ef0a48979b104f9641b","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_ce2c86b8-2995-403e-b075-8e7f6f013582"},{"id":"occ_51c3d29cdbd5b5fd7f6149e2","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_d1b6cc42-36e2-4ae1-a6c8-58bb95efa3d7","section_id":"sec_816d77b6-be90-426a-948e-aba9a9935161","layer":"code","character_id":null,"count":2,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":13,"end":15,"exact":"冷却","quote":"```text\nサーバー側冷却液\n↓\nCDU内の熱交換器\n↓\n施設側冷却液\n↓\nドライクーラー / チラー\n```","quote_start":0,"quote_end":57,"text_sha256":"dc35ed8b09ec7c52f890af1f449b4b84e82b76f6e0c18afbb8fc699d5454c097","block_sha256":"dc35ed8b09ec7c52f890af1f449b4b84e82b76f6e0c18afbb8fc699d5454c097","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_d1b6cc42-36e2-4ae1-a6c8-58bb95efa3d7"},{"id":"occ_10282d2f13b11340c85f2f78","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_d22fd26a-7728-4514-a4e7-5c8106d4f361","section_id":"sec_f30d4690-5efd-4c95-9569-c2002adf14c0","layer":"code","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":66,"end":68,"exact":"冷却","quote":" / CPU / NVSwitch\n↓\nTIM・サーマルグリス\n↓\nコールドプレート\n↓\n内部の微細流路\n↓\n冷却液\n↓\nラックマニホールド\n↓\nCDU\n```","quote_start":11,"quote_end":91,"text_sha256":"b25c0b4e6321590dbe24e098c42619a0a4e2e7ee9c22e34b2d05c1c61e4b3df9","block_sha256":"b25c0b4e6321590dbe24e098c42619a0a4e2e7ee9c22e34b2d05c1c61e4b3df9","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_d22fd26a-7728-4514-a4e7-5c8106d4f361"},{"id":"occ_cf469291891e0b268a5a7ce0","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_d9df2219-844e-448e-ab2f-5c176802e9b5","section_id":"sec_a84272a7-93f9-4266-963f-a02847633e5d","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":78,"end":80,"exact":"冷却","quote":"バルブ、センサー、制御盤などが入ります。VertivのCoolChip CDUは、direct-to-chip冷却やリアドア熱交換器向けに設計され、70kWから2.3MW級までのモデルが示されています。([Vertiv][2])","quote_start":23,"quote_end":137,"text_sha256":"b995d53ddf1ee5560f6fa03bb8aab0a075f92072c18a1d218c90f5b5ef2e771b","block_sha256":"b995d53ddf1ee5560f6fa03bb8aab0a075f92072c18a1d218c90f5b5ef2e771b","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_d9df2219-844e-448e-ab2f-5c176802e9b5"},{"id":"occ_2b0a1d1801ca8901e4c0ddd0","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_da1a594c-101a-4749-9b5b-9a94aaeb3360","section_id":"sec_5f886cec-e4e1-4a2c-8da5-b83fa3bed8c8","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":100,"end":102,"exact":"冷却","quote":"は、ラックの背面ドアを熱交換器にしたものです。サーバーから出る熱い排気をラック背面で受け取り、ドア内部を流れる冷却水・冷却液で熱を回収します。","quote_start":45,"quote_end":116,"text_sha256":"198886b3ec76959916620cf6134d27727eff103cb5597f332adb1513b141943a","block_sha256":"198886b3ec76959916620cf6134d27727eff103cb5597f332adb1513b141943a","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_da1a594c-101a-4749-9b5b-9a94aaeb3360"},{"id":"occ_0d06f19419a687cf22aa20ae","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_dbc10358-997e-4715-a122-f2173afbbee8","section_id":"sec_1107f512-8a30-49ee-8e34-cda421840312","layer":"character","character_id":"zetu_noia","count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":0,"end":2,"exact":"液冷","quote":"液冷を見ていると、AIインフラがどんどん「生き物」に近づいているように感じます。","quote_start":0,"quote_end":40,"text_sha256":"baba861d0cde9d1be6f7c18481b7a13820f9ead590de5abecf0cbb216da49199","block_sha256":"baba861d0cde9d1be6f7c18481b7a13820f9ead590de5abecf0cbb216da49199","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_dbc10358-997e-4715-a122-f2173afbbee8"},{"id":"occ_b091d6b9d478efa42810cfdb","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_e6b0f8eb-2a3a-4772-b375-c572713afa1d","section_id":"sec_4bc13d3e-5c2e-4305-a3c4-2b574516a225","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":12,"end":14,"exact":"液冷","quote":"## 14. 投資目線：液冷化で伸びる領域","quote_start":0,"quote_end":21,"text_sha256":"d0454b39272ce41580e910e0759d6a2451eef671ab8704bbd3635ec59d349bd3","block_sha256":"d0454b39272ce41580e910e0759d6a2451eef671ab8704bbd3635ec59d349bd3","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_e6b0f8eb-2a3a-4772-b375-c572713afa1d"},{"id":"occ_4be0387774be107435f1fd77","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_ed151a37-96a5-4994-9694-df408fee8d29","section_id":"sec_241661f3-b1b1-4f67-b5d9-750a097e1e41","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":10,"end":12,"exact":"冷却","quote":"施設側ループの温かい冷却液がドライクーラーへ行き、金属フィンとファンを通じて外気へ熱を逃がします。冷却液は蒸発せず、冷えてまたCDUへ戻ります。","quote_start":0,"quote_end":72,"text_sha256":"82edf4e3fc18f125d8db011337ca6c006ab7f4ef68508aa436376b75ac031bf4","block_sha256":"82edf4e3fc18f125d8db011337ca6c006ab7f4ef68508aa436376b75ac031bf4","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_ed151a37-96a5-4994-9694-df408fee8d29"},{"id":"occ_6902433d1d5d03e67c482c9f","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_ee1e0515-19df-45ab-aa82-c424ce2b1afb","section_id":"sec_816d77b6-be90-426a-948e-aba9a9935161","layer":"body","character_id":null,"count":2,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":28,"end":30,"exact":"冷却","quote":"**liquid-to-liquid型**は、サーバー側冷却液の熱を、施設側の水・冷却液へ渡します。","quote_start":0,"quote_end":50,"text_sha256":"64c908b4a8780eca030bfc05da4e70f09b5607c84278d93753cad2edfbf82e00","block_sha256":"64c908b4a8780eca030bfc05da4e70f09b5607c84278d93753cad2edfbf82e00","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_ee1e0515-19df-45ab-aa82-c424ce2b1afb"},{"id":"occ_bec9b58eccd188a8a34589a6","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d","work_id":"wrk_32ece787-7a49-4ffc-829e-29a33ff4b761","block_id":"blk_f14c8183-f4a7-4897-bea8-7981760b2456","section_id":"sec_816d77b6-be90-426a-948e-aba9a9935161","layer":"code","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":13,"end":15,"exact":"冷却","quote":"```text\nサーバー側冷却液\n↓\nCDU内の熱交換コイル\n↓\n室内空気\n↓\n既存空調\n```","quote_start":0,"quote_end":48,"text_sha256":"a0d565818a8dab12ab124c6e358c324344ef6b937c0528c77b0f1ee326c6b1b3","block_sha256":"a0d565818a8dab12ab124c6e358c324344ef6b937c0528c77b0f1ee326c6b1b3","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e8d93c5a-854a-4940-b5f8-c5823efe6c2d/#blk_f14c8183-f4a7-4897-bea8-7981760b2456"},{"id":"occ_16c50ff314c095f6f865ccdf","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e92b8924-c968-4079-83fd-9ace23c895f7","work_id":"wrk_bdd72114-2c17-4242-92b2-2848fa4c077e","block_id":"blk_00786edb-473e-412f-b215-2f67ff237fee","section_id":"sec_15683f1d-0e14-464f-8a18-23709b2bd936","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":164,"end":166,"exact":"冷却","quote":"体量子では、これを\\*\\*「工業プロセスで量子ビットを量産」×「制御/開発スタックをSDK化」×「ラック実装/冷却/コストまで最適化」\\*\\*に読み替え、候補を評価します。","quote_start":109,"quote_end":195,"text_sha256":"c92151dbdc58efd007a9246a70e7895c24c3cf20bad55ad0439fcbb39c9b5797","block_sha256":"c92151dbdc58efd007a9246a70e7895c24c3cf20bad55ad0439fcbb39c9b5797","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e92b8924-c968-4079-83fd-9ace23c895f7/#blk_00786edb-473e-412f-b215-2f67ff237fee"},{"id":"occ_67df972c5c5a4b0c69a08b31","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e92b8924-c968-4079-83fd-9ace23c895f7","work_id":"wrk_bdd72114-2c17-4242-92b2-2848fa4c077e","block_id":"blk_00ece8b3-2a5c-4dcc-ac62-10cec803feea","section_id":"sec_e8dcbf94-6548-433b-a292-58b5ba691d41","layer":"body","character_id":null,"count":3,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":98,"end":100,"exact":"冷却","quote":"き換える**ことが現実味を帯びます。1K動作が可能なら、希釈器なしでも「ポンプで引いたHe-4冷凍機＋断熱消磁冷却」等で0.1～0.5K程度まで到達できる可能性もあります（現在、一部の物性実験ではHe-3を使わない0.3K程度の冷凍機が試作されています）。仮に量子コンピュータがそうした装置で動けば、極低温技術に付","quote_start":43,"quote_end":200,"text_sha256":"64e542d6f6eff1ad66b81879c02bec8bb828e7a4a3c89cc5b9f510326a0e6187","block_sha256":"64e542d6f6eff1ad66b81879c02bec8bb828e7a4a3c89cc5b9f510326a0e6187","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e92b8924-c968-4079-83fd-9ace23c895f7/#blk_00ece8b3-2a5c-4dcc-ac62-10cec803feea"},{"id":"occ_0e1c4c0ca0d082b57b81773f","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e92b8924-c968-4079-83fd-9ace23c895f7","work_id":"wrk_bdd72114-2c17-4242-92b2-2848fa4c077e","block_id":"blk_0e2b99d6-5b9b-4e6c-b764-0f9e09fff46c","section_id":"sec_6d1efc10-6828-4c72-8d4b-91038be0a77a","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":11,"end":13,"exact":"冷却","quote":"## エネルギー消費と冷却温度 – スピン量子ビットの利点","quote_start":0,"quote_end":29,"text_sha256":"d5021e10ffa8ab03bd91dc932592a1cd83ec448e9c78cd5d030f9c127acff8a9","block_sha256":"d5021e10ffa8ab03bd91dc932592a1cd83ec448e9c78cd5d030f9c127acff8a9","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e92b8924-c968-4079-83fd-9ace23c895f7/#blk_0e2b99d6-5b9b-4e6c-b764-0f9e09fff46c"},{"id":"occ_d27d11f41bc1f75120a44096","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e92b8924-c968-4079-83fd-9ace23c895f7","work_id":"wrk_bdd72114-2c17-4242-92b2-2848fa4c077e","block_id":"blk_2fb71691-aeec-473d-9d45-c2adb1294050","section_id":"sec_e8dcbf94-6548-433b-a292-58b5ba691d41","layer":"body","character_id":null,"count":3,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":12,"end":14,"exact":"冷却","quote":"一方、**He-3フリー冷却**とは、希少なヘリウム3同位体を用いる希釈冷凍機に頼らない冷却方式を指します。現在主流の誤り訂正なし量子コンピュータでは、量子ビットを20mK前後まで冷やす必要があり、He-3を使った希釈冷却が不可","quote_start":0,"quote_end":114,"text_sha256":"3a46e4c76714a90351bc649d62107951ea1ff52de0521b034dc24d5d2d381255","block_sha256":"3a46e4c76714a90351bc649d62107951ea1ff52de0521b034dc24d5d2d381255","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e92b8924-c968-4079-83fd-9ace23c895f7/#blk_2fb71691-aeec-473d-9d45-c2adb1294050"},{"id":"occ_b1cd3d5af14d211721999ee0","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e92b8924-c968-4079-83fd-9ace23c895f7","work_id":"wrk_bdd72114-2c17-4242-92b2-2848fa4c077e","block_id":"blk_65139286-b86e-4ee0-bb51-ee3ccc11cb9f","section_id":"sec_6b27b8c4-097a-4f0f-9dcf-f432a8c7c054","layer":"body","character_id":null,"count":1,"matched_aliases":["空冷"],"evidence":{"text_basis":"markdown","start":241,"end":243,"exact":"空冷","quote":"済スケール**が働くようになります。例えば、1クライオスタットあたり数百万円の運用コストが掛かっていたものが、空冷サーバー並みとはいかずとも桁違いに安くなれば、企業や研究機関が量子計算リソースを導入しやすくなります。Equal1社が目指すラックマウント型量子サーバーはその一つのビジョンで、極低温冷凍機すら内蔵した","quote_start":186,"quote_end":343,"text_sha256":"0e65e089ec6676c973feeb37356236609cac1adb68e8b02e38491b12ef4e7aa0","block_sha256":"0e65e089ec6676c973feeb37356236609cac1adb68e8b02e38491b12ef4e7aa0","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e92b8924-c968-4079-83fd-9ace23c895f7/#blk_65139286-b86e-4ee0-bb51-ee3ccc11cb9f"},{"id":"occ_b2abf379fcd4e82f74a0272b","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e92b8924-c968-4079-83fd-9ace23c895f7","work_id":"wrk_bdd72114-2c17-4242-92b2-2848fa4c077e","block_id":"blk_687368e6-4c01-4b38-aef2-6c7d88fd79a6","section_id":"sec_e8dcbf94-6548-433b-a292-58b5ba691d41","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":21,"end":23,"exact":"冷却","quote":"## マイクロ波フリー制御とHe-3フリー冷却 – コスト削減への布石","quote_start":0,"quote_end":35,"text_sha256":"51cf23920fc90a54e5f9958732f8dfa4b3f56741c8867d3bceea519376060a66","block_sha256":"51cf23920fc90a54e5f9958732f8dfa4b3f56741c8867d3bceea519376060a66","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e92b8924-c968-4079-83fd-9ace23c895f7/#blk_687368e6-4c01-4b38-aef2-6c7d88fd79a6"},{"id":"occ_a9d456b7b2b0460e9fecb4f9","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e92b8924-c968-4079-83fd-9ace23c895f7","work_id":"wrk_bdd72114-2c17-4242-92b2-2848fa4c077e","block_id":"blk_82a49669-b82b-4fac-9bbf-c8a8e737c002","section_id":"sec_be4746b5-b5cb-4501-80d3-e112df13a44a","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":273,"end":275,"exact":"冷却","quote":"nm世代以降の技術であればそれも非現実的ではありません。さらに、先端ノードは動作電圧が低いため発熱も抑えられ、冷却環境への負担が軽減されます。例えばある低温トランジスタ研究では、極低温でのリーク電流の低下により**消費電力を常温時より何桁も低減できる**と報告されています（ある種のクライオトランジスタでは1000","quote_start":218,"quote_end":375,"text_sha256":"83da351fdd86642387069e42802346f1e4c8f54f93a64e56094085fdb04d2869","block_sha256":"83da351fdd86642387069e42802346f1e4c8f54f93a64e56094085fdb04d2869","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e92b8924-c968-4079-83fd-9ace23c895f7/#blk_82a49669-b82b-4fac-9bbf-c8a8e737c002"},{"id":"occ_cfd26aef87946608b318eaed","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e92b8924-c968-4079-83fd-9ace23c895f7","work_id":"wrk_bdd72114-2c17-4242-92b2-2848fa4c077e","block_id":"blk_82c54f0b-8e59-4fb2-8c43-4b1cbba52631","section_id":"sec_3986d38c-2fec-43ac-80bd-c41d1c1d2c32","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":127,"end":129,"exact":"冷却","quote":"ス適合**を実証。**1K超の“ホット・キュービット”や交換相互作用中心（マイクロ波依存低減）の路線で、配線/冷却のTCOを根本から削る設計哲学**がハマれば一気に伸びます。\n- **今の確度**：ファブ（imec）側の**雑音低減/均一性**の改善が追い風。IPライセンス＋共同製造の**軽いビジネスモデル**は","quote_start":72,"quote_end":229,"text_sha256":"956a65aa9d35ea373d341950a78e0b0c2dfb8bc21f5a02ad7899affc6ad2375f","block_sha256":"956a65aa9d35ea373d341950a78e0b0c2dfb8bc21f5a02ad7899affc6ad2375f","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e92b8924-c968-4079-83fd-9ace23c895f7/#blk_82c54f0b-8e59-4fb2-8c43-4b1cbba52631"},{"id":"occ_819f4b9953e432b82954c60b","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e92b8924-c968-4079-83fd-9ace23c895f7","work_id":"wrk_bdd72114-2c17-4242-92b2-2848fa4c077e","block_id":"blk_bf3603aa-f388-474c-a039-b45ba6a8a4be","section_id":"sec_e8dcbf94-6548-433b-a292-58b5ba691d41","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":33,"end":35,"exact":"冷却","quote":"既に触れたように、**マイクロ波フリー**制御や**He-3フリー冷却**は量子コンピュータの実用化コストを下げる上で重要なキーワードです。ここで改めてその原理と利点を整理します。","quote_start":0,"quote_end":90,"text_sha256":"632677f39fc879d5b7ece23e49feeffeea114e13e39ff1e398a1c68c588f781f","block_sha256":"632677f39fc879d5b7ece23e49feeffeea114e13e39ff1e398a1c68c588f781f","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e92b8924-c968-4079-83fd-9ace23c895f7/#blk_bf3603aa-f388-474c-a039-b45ba6a8a4be"},{"id":"occ_1160fabd7046de9c5e0f19f9","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e92b8924-c968-4079-83fd-9ace23c895f7","work_id":"wrk_bdd72114-2c17-4242-92b2-2848fa4c077e","block_id":"blk_ee9cf591-b9ef-43ce-a950-68698d0fea23","section_id":"sec_0cd7f624-8c29-482d-9164-71552c1ebf31","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":160,"end":162,"exact":"冷却","quote":"クロ波フリー制御**（交換オンリー/バリアレス等）と**He-3フリーに近い温度帯（~1 K）の運用は、配線・冷却のBOMを大幅に圧縮し、ラック実装やデータセンター統合**に現実味を与えます。\n- **GF×PsiQuantum**や**TSMC×制御IC**のように、\\*\\*“量子×半導体量産”\\*\\*の掛け算","quote_start":105,"quote_end":262,"text_sha256":"eba6397a3f572168ff93237bbf06d3be36f352e8e49201025ddaddc450f44537","block_sha256":"eba6397a3f572168ff93237bbf06d3be36f352e8e49201025ddaddc450f44537","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e92b8924-c968-4079-83fd-9ace23c895f7/#blk_ee9cf591-b9ef-43ce-a950-68698d0fea23"},{"id":"occ_e91ca7348cc5cc39a52181f7","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_e92b8924-c968-4079-83fd-9ace23c895f7","work_id":"wrk_bdd72114-2c17-4242-92b2-2848fa4c077e","block_id":"blk_f5114dbb-d349-4e54-b35c-72c4db510f41","section_id":"sec_6d1efc10-6828-4c72-8d4b-91038be0a77a","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":81,"end":83,"exact":"冷却","quote":"タには有望な点があります。まず動作温度について、超伝導量子ビットが20ミリケルビン（0.02K）台の極低温まで冷却しなければならないのに対し、シリコンスピン量子ビットは**約1ケルビン程度**でも動作可能です[wired.jp](https://wired.jp/article/different-strokes","quote_start":26,"quote_end":183,"text_sha256":"bdc880649bfe8ccbe206a1885ea8bac2b1823917f8b50df7a31273be9e9ec54d","block_sha256":"bdc880649bfe8ccbe206a1885ea8bac2b1823917f8b50df7a31273be9e9ec54d","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_e92b8924-c968-4079-83fd-9ace23c895f7/#blk_f5114dbb-d349-4e54-b35c-72c4db510f41"},{"id":"occ_4f896d0baf1c71d324ccc6c4","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_eaa7004e-c9e4-4bc4-9718-2e518decec70","work_id":"wrk_dfcbc670-103a-4931-8d23-d5f51671c61b","block_id":"blk_103dfe29-3308-4171-b4dc-6e4d0ef90be0","section_id":"sec_1afdbaf1-5786-4caa-9bb7-1a11027e856f","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":41,"end":43,"exact":"冷却","quote":"そう考えるとメモリ、テスト、高級CCL、高級MLCC、製造、InP基盤、レーザー、冷却、AIDCcloudを持つハイパースケーラー等の方が確実なんだよな。","quote_start":0,"quote_end":77,"text_sha256":"c2d3d2d646b1f5f27ab726f62f6059c86a6b0a33d5f50a933600789f20481d41","block_sha256":"c2d3d2d646b1f5f27ab726f62f6059c86a6b0a33d5f50a933600789f20481d41","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_eaa7004e-c9e4-4bc4-9718-2e518decec70/#blk_103dfe29-3308-4171-b4dc-6e4d0ef90be0"},{"id":"occ_46384031d6191c19eebf62e7","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_ead2aeb8-4b54-444a-83a1-bbc8187c760e","work_id":"wrk_65ea8146-0c98-40e2-b084-2dacaa4f1bf1","block_id":"blk_b374fa8e-d2ef-421a-a895-d06246664ff2","section_id":"sec_df50e932-cf79-47ef-b9d2-c72831bc8342","layer":"body","character_id":null,"count":1,"matched_aliases":["液冷"],"evidence":{"text_basis":"markdown","start":99,"end":101,"exact":"液冷","quote":"しています。AI200はラックレベルの推論ソリューションで、1カードあたり**768GB LPDDR**、直接液冷、PCIeでのスケールアップ、Ethernetでのスケールアウト、ラック消費電力160kW、2026年商用化予定です。AI250は2027年初期予定で、near-memory 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コネクター精度\n- PCBの反り\n- 600kW級の電力\n- 800VDC配電\n- 液冷\n- 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という言い方をすると、都市","quote_start":0,"quote_end":141,"text_sha256":"015b39d0677bc184a212513e7377875e0bf286376cff2a83a55075329384e421","block_sha256":"015b39d0677bc184a212513e7377875e0bf286376cff2a83a55075329384e421","offset_unit":"unicode_code_point"},"detection_method":"deterministic_literal","dictionary_revision":"topics-20260909-v1","review_status":"automatic_match","role":"unassessed","href":"articles/rev_f487aa08-2568-42ad-85cb-11c258b5b71d/#blk_0224b935-d3bb-47fe-903d-be5f2f185c60"},{"id":"occ_f241f0d1f2a4fca5e5141af8","topic_id":"top_565f8b29-2fb2-40c6-8192-28b4375da77d","revision_id":"rev_f487aa08-2568-42ad-85cb-11c258b5b71d","work_id":"wrk_a5567405-5ef5-4c25-abcd-63351a43cdfd","block_id":"blk_d58acf2f-200a-4983-ae67-d82415087963","section_id":"sec_f908e7d3-5fb2-4a8b-932d-33f3b3584ecc","layer":"body","character_id":null,"count":1,"matched_aliases":["冷却"],"evidence":{"text_basis":"markdown","start":102,"end":104,"exact":"冷却","quote":"と相性が良い可能性があります。なぜなら、ロボットや車の近くで重いモデルを動かすときは、中央DCほど潤沢な電力や冷却がなく、しかしSSDだけでは足りないからです。Kioxiaが“エッジでの高度なAI処理”を明示しているのは、まさにそのユースケースです。 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