{"id":11183,"date":"2026-08-18T20:07:46","date_gmt":"2026-08-18T12:07:46","guid":{"rendered":"https:\/\/infernews.com\/blog\/google-deepmind\/"},"modified":"2026-08-18T20:07:46","modified_gmt":"2026-08-18T12:07:46","slug":"google-deepmind","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/google-deepmind\/","title":{"rendered":"[\u6280\u8853\u6587\u7ae0] Google DeepMind \u7528\u6a5f\u5668\u5b78\u7fd2\u518d\u63a8\u4f4e\u77e9\u9663\u4e58\u6cd5\u6307\u6578"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/08\/pasted-2d8555b0c273.jpg\" alt=\"Hero image preview\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u7531\u8a13\u7df4\u5927\u578b\u6a21\u578b\u5230\u5373\u6642\u5716\u50cf\u904b\u7b97\uff0c\u77e9\u9663\u4e58\u6cd5\u90fd\u4fc2\u5e95\u5c64\u6700\u5e38\u898b\u5605\u6838\u5fc3\u64cd\u4f5c\uff0c\u6240\u4ee5\u7814\u7a76\u8005\u4e00\u76f4\u60f3\u77e5\u9053\uff1a\u8a08\u7b97\u5169\u500b\u5927\u578b\u77e9\u9663\uff0c\u7406\u8ad6\u4e0a\u5230\u5e95\u53ef\u4ee5\u5feb\u5230\u4e5c\u7a0b\u5ea6\u3002\u5462\u7bc7\u4f86\u81ea Google DeepMind \u5605\u8ad6\u6587\uff0c\u96c6\u4e2d\u8655\u7406\u5605\u5514\u4fc2\u65b0\u786c\u4ef6\u6216\u8005\u65b0\u7a0b\u5f0f\u5eab\uff0c\u800c\u4fc2\u8b49\u660e\u77e9\u9663\u4e58\u6cd5\u4e0a\u754c\u6642\u6700\u95dc\u9375\u3001\u4ea6\u6700\u96e3\u6c42\u89e3\u5605\u512a\u5316\u554f\u984c\uff0c\u6700\u5f8c\u628a\u77e9\u9663\u4e58\u6cd5\u6307\u6578 omega\uff08\u03c9\uff09\u5605\u6700\u4f73\u5df2\u77e5\u4e0a\u754c\uff0c\u7531 2.371339 \u6539\u5beb\u5230 <strong>\u03c9 &lt; 2.371177<\/strong>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u73fe\u6709\u505a\u6cd5\u904e\u53bb\u56db\u5341\u5e74\u5e7e\u4e4e\u90fd\u5efa\u57fa\u65bc laser method\uff0c\u800c\u6700\u65b0\u4e00\u8f2a\u9032\u5c55\u4e3b\u8981\u4f9d\u9760 combination loss analysis\u3002\u4f5c\u8005\u6307\u51fa\uff0c\u5462\u689d\u8def\u7dda\u5605\u74f6\u9838\u5514\u4fc2\u6982\u5ff5\u672c\u8eab\uff0c\u800c\u4fc2\u7576\u4e2d\u9700\u8981\u89e3\u4e00\u500b\u6975\u5927\u898f\u6a21\u3001\u800c\u4e14\u5c6c\u65bc non-convex optimization \u5605\u554f\u984c\uff1b\u53c3\u6578\u4e00\u591a\uff0c\u641c\u5c0b\u7a7a\u9593\u6703\u6025\u901f\u81a8\u8139\uff0c\u4ee4\u66f4\u9ad8\u8a2d\u5b9a\u96e3\u4ee5\u8655\u7406\u3002\u4eca\u6b21\u5605\u6539\u52d5\uff0c\u6b63\u6b63\u4fc2\u628a\u539f\u672c\u5605\u512a\u5316\u554f\u984c\u91cd\u65b0\u8868\u8ff0\uff0c\u4ee4\u6c42\u89e3\u5668\u53ef\u4ee5\u8e0f\u5165\u66f4\u5927\u5605\u8a2d\u5b9a\u7bc4\u570d\uff0c\u518d\u914d\u5408\u4ee5 Jax \u5be6\u4f5c\u5605 gradient descent \u8207\u786c\u4ef6\u5e73\u884c\u5316\uff0c\u628a\u539f\u5148\u4e3b\u6d41\u7d50\u679c\u4f7f\u7528\u5605\u6700\u5927\u905e\u8ff4\u5c64\u7d1a\u7531 \u2113<em> = 3 \u63a8\u9032\u5230 \u2113<\/em> = 4\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5462\u500b\u5dee\u7570\u4e0d\u53ea\u662f\u591a\u8a66\u4e00\u5c64\u5481\u7c21\u55ae\u3002\u4f5c\u8005\u63d0\u5230\uff0c\u7576 \u2113* \u7531 3 \u5347\u5230 4\uff0c\u53ef\u512a\u5316\u53c3\u6578\u6578\u91cf\u6703\u7531\u5927\u7d04 2.5 \u842c\u66b4\u589e\u5230 700 \u842c\uff0c\u4ee3\u8868\u820a\u6709\u65b9\u6cd5\u96e3\u4ee5\u8ca0\u64d4\u5605\u641c\u5c0b\u7a7a\u9593\uff0c\u4f5c\u8005\u6539\u7528\u73fe\u4ee3\u6a5f\u5668\u5b78\u7fd2\u512a\u5316\u6280\u8853\u5f8c\u958b\u59cb\u8b8a\u5f97\u53ef\u884c\u3002\u55ae\u9760\u5462\u5957 gradient-based \u65b9\u6cd5\uff0c\u5df2\u7d93\u6bd4\u524d\u4e00\u500b state-of-the-art\uff08SOTA\uff09\u4e0a\u754c\u518d\u524d\u9032\u7d04 0.97 \u00d7 10^-4\uff1b\u4e4b\u5f8c\u518d\u7528 AlphaEvolve \u9032\u4e00\u6b65\u6539\u826f\u512a\u5316\u6f14\u7b97\u6cd5\uff0c\u589e\u5e45\u64f4\u5927\u5230\u7d04 1.62 \u00d7 10^-4\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6587\u7ae0\u5165\u9762\u6700\u503c\u5f97\u6280\u8853\u8b80\u8005\u7559\u610f\u5605\uff0c\u4fc2\u4f62\u5c55\u793a\u5497\u4e00\u7a2e\u5e7e\u5177\u4ee3\u8868\u6027\u5605\u7814\u7a76\u65b9\u5411\uff1a\u6a5f\u5668\u5b78\u7fd2\u4e0d\u53ea\u662f\u62ff\u4f86\u505a\u9810\u6e2c\u6a21\u578b\uff0c\u4ea6\u53ef\u4ee5\u76f4\u63a5\u4ecb\u5165\u6578\u5b78\u8207\u7406\u8ad6\u96fb\u8166\u79d1\u5b78\u5165\u9762\u9ad8\u96e3\u5ea6\u5605\u641c\u5c0b\u8207\u8b49\u660e\u6d41\u7a0b\u3002\u4f5c\u8005\u8655\u7406\u5605\u6838\u5fc3\u7d50\u69cb\uff0c\u4ecd\u7136\u570d\u7e5e Coppersmith-Winograd tensor\u3001\u905e\u8ff4\u5206\u89e3\u6a39\u3001\u5206\u4f48\u53c3\u6578\u540c\u53ef\u884c\u89e3\u9a57\u8b49\uff0c\u4f46\u771f\u6b63\u4ee4\u7d50\u679c\u5411\u524d\u63a8\u9032\u5605\u95dc\u9375\uff0c\u5728\u65bc\u628a\u5462\u4e9b\u539f\u672c\u96e3\u4ee5\u624b\u52d5\u6216\u50b3\u7d71\u6578\u503c\u6cd5\u6709\u6548\u641c\u7d22\u5605\u81ea\u7531\u5ea6\uff0c\u4ea4\u7540\u8f03\u5927\u898f\u6a21\u3001\u53ef\u5e73\u884c\u5316\u5605\u512a\u5316\u7a0b\u5e8f\u53bb\u63a2\u7d22\uff0c\u6700\u5f8c\u518d\u5c0d\u5f97\u5230\u5605 omega \u4e0a\u754c\u505a\u56b4\u683c\u8a8d\u8b49\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7814\u7a76\u7126\u9ede\u4fc2 <strong>combination loss analysis<\/strong> \u5165\u9762\u5605\u975e\u51f8\u512a\u5316\u554f\u984c\uff0c\u5514\u4fc2\u63a8\u51fa\u65b0\u61c9\u7528\u7522\u54c1\u3002<\/li>\n<li>\u4f5c\u8005\u91cd\u65b0\u8868\u8ff0\u512a\u5316\u554f\u984c\uff0c\u4ee4\u6c42\u89e3\u53ef\u4ee5\u7531 <strong>\u2113* = 3<\/strong> \u64f4\u5c55\u5230 <strong>\u2113* = 4<\/strong>\u3002<\/li>\n<li>\u4ee5 <strong>Jax<\/strong> \u914d\u5408 gradient descent \u8207\u786c\u4ef6\u5e73\u884c\u5316\uff0c\u8655\u7406\u7531\u7d04 2.5 \u842c\u5347\u5230 700 \u842c\u5605\u53c3\u6578\u898f\u6a21\u3002<\/li>\n<li>\u518d\u7528 <strong>AlphaEvolve<\/strong> \u5fae\u8abf\u512a\u5316\u6f14\u7b97\u6cd5\uff0c\u628a\u6700\u65b0\u5df2\u77e5\u4e0a\u754c\u63a8\u5230 <strong>\u03c9 &lt; 2.371177<\/strong>\u3002<\/li>\n<li>\u5462\u9805\u6210\u679c\u6700\u9069\u5408\u7406\u89e3\u70ba\u300c\u7528\u73fe\u4ee3\u512a\u5316\u5e6b\u7406\u8ad6\u8b49\u660e\u524d\u9032\u300d\uff0c\u800c\u5514\u4fc2\u76f4\u63a5\u6539\u8b8a\u4e00\u822c\u8edf\u4ef6\u4eca\u65e5\u53ef\u898b\u5605\u904b\u7b97\u901f\u5ea6\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u53d7\u7528\u5605\u8b80\u8005\u6703\u4fc2\u95dc\u5fc3\u7406\u8ad6\u96fb\u8166\u79d1\u5b78\u3001\u6578\u503c\u512a\u5316\u3001\u6a5f\u5668\u5b78\u7fd2\u65b9\u6cd5\u9ede\u6a23\u53cd\u54fa\u57fa\u790e\u7814\u7a76\u5605\u4eba\u3002\u91cd\u9ede\u4fc2\u5982\u4f55\u628a\u5927\u578b\u512a\u5316\u7a0b\u5e8f\u5d4c\u5165 computer-assisted proof\uff0c\u4e26\u4ee5\u56b4\u683c\u65b9\u6cd5\u78ba\u8a8d\u6240\u5f97\u4e0a\u754c\u3002\u5c0d\u7814\u7a76\u8005\u800c\u8a00\uff0c\u50f9\u503c\u5514\u6b62\u65bc\u518d\u6e1b\u7d30\u4e00\u500b\u5c0f\u6578\u4f4d\uff0c\u800c\u4fc2\u8b49\u660e\u5497\u73fe\u4ee3 optimization \u540c AlphaEvolve \u5df2\u7d93\u53ef\u4ee5\u6210\u70ba\u63a8\u9032\u6578\u5b78\u754c\u9650\u5605\u6709\u6548\u90e8\u4ef6\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/arxiv.org\/pdf\/2608.16884\" rel=\"noopener noreferrer\"><strong>Paper<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5462\u7bc7\u7814\u7a76\u5514\u4fc2\u505a\u65b0\u6a21\u578b\u7522\u54c1\uff0c\u800c\u4fc2\u7528\u73fe\u4ee3\u512a\u5316\u65b9\u6cd5\u6539\u5beb\u6578\u5b78\u8b49\u660e\u5165\u9762\u6700\u96e3\u89e3\u7684\u4e00\u6b65\u3002\u7d50\u679c\u628a\u77e9\u9663\u4e58\u6cd5\u6307\u6578\u4e0a\u754c\u518d\u63a8\u4f4e\u5c11\u5c11\uff0c\u4f46\u80cc\u5f8c\u4ee3\u8868\u9019\u7a2e\u512a\u5316\u5df2\u958b\u59cb\u53cd\u904e\u4f86\u5e6b\u7406\u8ad6\u96fb\u8166\u79d1\u5b78\u3002<\/p>\n","protected":false},"author":8,"featured_media":11182,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","footnotes":""},"categories":[178],"tags":[],"class_list":["post-11183","post","type-post","status-publish","format-standard","hentry","category-google"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/11183","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=11183"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/11183\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/11182"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=11183"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=11183"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=11183"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}