{"id":7778,"date":"2025-11-17T05:02:00","date_gmt":"2025-11-16T20:02:00","guid":{"rendered":"https:\/\/devneko.jp\/wordpress\/?p=7778"},"modified":"2025-11-15T20:05:31","modified_gmt":"2025-11-15T11:05:31","slug":"intelligence-per-watt-measuring-intelligence-efficiency-of-local-ai","status":"publish","type":"post","link":"https:\/\/devneko.jp\/wordpress\/?p=7778","title":{"rendered":"Intelligence per Watt: Measuring Intelligence Efficiency of Local AI"},"content":{"rendered":"\n<ul class=\"wp-block-list\">\n<li><strong>Intelligence per Watt: Measuring Intelligence Efficiency of Local AI\u00a0<\/strong>[39.0]<br>\u5927\u898f\u6a21\u8a00\u8a9e\u30e2\u30c7\u30eb(LLM)\u30af\u30a8\u30ea\u306f\u3001\u4e3b\u306b\u96c6\u4e2d\u578b\u30af\u30e9\u30a6\u30c9\u30a4\u30f3\u30d5\u30e9\u30b9\u30c8\u30e9\u30af\u30c1\u30e3\u306e\u30d5\u30ed\u30f3\u30c6\u30a3\u30a2\u30e2\u30c7\u30eb\u306b\u3088\u3063\u3066\u51e6\u7406\u3055\u308c\u308b\u3002 \u5c0f\u3055\u306aLM\u306f\u3001\u591a\u304f\u306e\u30bf\u30b9\u30af\u306b\u304a\u3051\u308b\u30d5\u30ed\u30f3\u30c6\u30a3\u30a2\u30e2\u30c7\u30eb\u306b\u5bfe\u3059\u308b\u7af6\u5408\u7684\u306a\u30d1\u30d5\u30a9\u30fc\u30de\u30f3\u30b9\u3092\u5b9f\u73fe\u3057\u3066\u3044\u307e\u3059\u3002 \u96c6\u4e2d\u30a4\u30f3\u30d5\u30e9\u304b\u3089\u306e\u9700\u8981\u306e\u518d\u5206\u914d\u306b\u3088\u308b\u30ed\u30fc\u30ab\u30eb\u63a8\u8ad6\u306f\u53ef\u80fd\u304b? \u672c\u7a3f\u3067\u306f,\u5c40\u6240\u7684\u63a8\u8ad6\u306e\u80fd\u529b\u3068\u52b9\u7387\u3092\u8a55\u4fa1\u3059\u308b\u6307\u6a19\u3068\u3057\u3066,1\u30ef\u30c3\u30c8\u5f53\u305f\u308a\u306e\u30a4\u30f3\u30c6\u30ea\u30b8\u30a7\u30f3\u30b9(IPW)\u3092\u63d0\u6848\u3059\u308b\u3002<br><a href=\"http:\/\/arxiv.org\/abs\/2511.07885v1\">\u8ad6\u6587<\/a>\u00a0\u00a0<a href=\"https:\/\/fugumt.com\/fugumt\/paper_check\/2511.07885v1\">\u53c2\u8003\u8a33\uff08\u30e1\u30bf\u30c7\u30fc\u30bf\uff09<\/a>\u00a0 \u00a0(Wed, 12 Nov 2025 01:26:20 GMT)<\/li>\n\n\n\n<li>\u300cIntelligence per Watt\u300d\u3068\u3044\u3046\u6307\u6a19\u306e\u63d0\u6848\u3002\u300cwe show that intelligence per watt has improved 5.3\u00d7 from 2023-2025 through compounding advances in both model architectures (3.1\u00d7) and hardware accelerators (1.7\u00d7), with locally-serviceable query coverage increasing from 23.2% to 71.3%.\u300d\u3068\u306e\u3053\u3068\u3002\u611f\u899a\u7684\u306b\u3082\u7d0d\u5f97\u611f\u306e\u3042\u308b\u7d50\u679c\u3002<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2],"tags":[551],"class_list":["post-7778","post","type-post","status-publish","format-standard","hentry","category-arxiv","tag-551"],"_links":{"self":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7778","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=7778"}],"version-history":[{"count":1,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7778\/revisions"}],"predecessor-version":[{"id":7779,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=\/wp\/v2\/posts\/7778\/revisions\/7779"}],"wp:attachment":[{"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=7778"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=7778"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/devneko.jp\/wordpress\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=7778"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}