{"id":6429,"date":"2025-05-17T02:31:40","date_gmt":"2025-05-17T02:31:40","guid":{"rendered":"https:\/\/www.myshirtai.com\/archives\/6429"},"modified":"2025-05-17T02:31:40","modified_gmt":"2025-05-17T02:31:40","slug":"%e8%b0%b7%e6%ad%8cdeepmind-alphaevolve-%e9%9d%a9%e5%91%bd%e6%80%a7ai%e7%bc%96%e7%a0%81%e6%99%ba%e8%83%bd%e4%bd%93%e7%9a%84%e5%b4%9b%e8%b5%b7","status":"publish","type":"post","link":"https:\/\/www.myshirtai.com\/ar\/archives\/6429","title":{"rendered":"\u8c37\u6b4cDeepMind AlphaEvolve: \u9769\u547d\u6027AI\u7f16\u7801\u667a\u80fd\u4f53\u7684\u5d1b\u8d77"},"content":{"rendered":"<p>Google DeepMind\u6700\u8fd1\u53d1\u5e03\u4e86\u4e00\u9879\u7a81\u7834\u6027\u6280\u672f\u2014\u2014AlphaEvolve\uff0c\u8fd9\u662f\u4e00\u79cd\u5168\u65b0\u7684AI\u7f16\u7801\u667a\u80fd\u4f53\uff0c\u5b83\u4e0d\u4ec5\u53ef\u4ee5\u81ea\u52a8\u7f16\u5199\u548c\u4f18\u5316\u7b97\u6cd5\uff0c\u8fd8\u80fd\u8fdb\u884c\u91cd\u8981\u7684\u79d1\u5b66\u53d1\u73b0\u3002\u672c\u6587\u5c06\u6df1\u5165\u63a2\u8ba8\u8fd9\u4e00\u9769\u547d\u6027\u6280\u672f\u7684\u5de5\u4f5c\u539f\u7406\u3001\u5173\u952e\u7279\u6027\u53ca\u5176\u5728\u591a\u4e2a\u9886\u57df\u7684\u5b9e\u9645\u5e94\u7528\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-alphaevolve-\u81ea\u8fdb\u5316\u7684\u7b97\u6cd5\u53d1\u73b0\u5e73\u53f0\">AlphaEvolve: \u81ea\u8fdb\u5316\u7684\u7b97\u6cd5\u53d1\u73b0\u5e73\u53f0<\/h2>\n\n\n\n<p>AlphaEvolve\u7684\u6838\u5fc3\u5b9a\u4f4d\u662f\u4e00\u4e2a\u57fa\u4e8e\u5927\u8bed\u8a00\u6a21\u578b(LLMs)\u3001\u8fdb\u5316\u7b97\u6cd5\u548c\u81ea\u52a8\u8bc4\u4f30\u5668\u7684\u901a\u7528\u7b97\u6cd5\u53d1\u73b0\u4e0e\u4f18\u5316\u5e73\u53f0\u3002\u4e0e\u4f20\u7edfAI\u7f16\u7801\u5de5\u5177\u4e0d\u540c\uff0cAlphaEvolve\u4e0d\u4ec5\u80fd\u751f\u6210\u4ee3\u7801\uff0c\u8fd8\u80fd\u81ea\u52a8\u8bc4\u4f30\u8fd9\u4e9b\u4ee3\u7801\u7684\u8868\u73b0\uff0c\u7136\u540e\u6839\u636e\u8bc4\u4f30\u7ed3\u679c\u8c03\u6574\u7b56\u7565\u3001\u8fed\u4ee3\u751f\u6210\u66f4\u597d\u7684\u65b9\u6848\uff0c\u672c\u8d28\u4e0a\u6a21\u62df\u4e86&#8221;\u7b97\u6cd5\u81ea\u7136\u8fdb\u5316&#8221;\u7684\u8fc7\u7a0b\u3002<\/p>\n\n\n\n<p>AlphaEvolve \u4e0e\u4ee5\u5f80 AI \u7cfb\u7edf\u7684\u6839\u672c\u533a\u522b\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>\u80fd\u529b\u7279\u6027<\/th><th>AlphaCode (2022)<\/th><th>AlphaTensor (2022)<\/th><th>AlphaEvolve (2025)<\/th><\/tr><\/thead><tbody><tr><td>\u8f93\u5165\u8f93\u51fa<\/td><td>\u81ea\u7136\u8bed\u8a00\u2192\u7a0b\u5e8f\u4ee3\u7801<\/td><td>\u7ed3\u6784\u5316\u4efb\u52a1\u2192\u4e58\u6cd5\u7b97\u6cd5<\/td><td>\u901a\u7528\u95ee\u9898\u2192\u53ef\u9a8c\u8bc1\u7b97\u6cd5<\/td><\/tr><tr><td>\u6267\u884c\u903b\u8f91<\/td><td>\u4e00\u6b21\u6027\u751f\u6210<\/td><td>\u7ed3\u6784\u641c\u7d22+\u6a21\u578b\u62df\u5408<\/td><td>LLM\u751f\u6210+\u81ea\u52a8\u8bc4\u4f30+\u8fdb\u5316\u4f18\u5316<\/td><\/tr><tr><td>\u8bc4\u4f30\u673a\u5236<\/td><td>\u4eba\u7c7b\u8bc4\u6d4b\u6216\u9759\u6001\u8bc4\u4f30<\/td><td>\u6a21\u62df\u5668\u6027\u80fd\u6307\u6807<\/td><td>\u81ea\u52a8\u52a8\u6001\u8fd0\u884c+\u8bc4\u5206\u53cd\u9988<\/td><\/tr><tr><td>\u9002\u7528\u8303\u56f4<\/td><td>\u7f16\u7a0b\u7ade\u8d5b\u9898\u76ee\u7b49<\/td><td>\u77e9\u9635\u4e58\u6cd5\u4f18\u5316<\/td><td>\u7f16\u7a0b\u3001\u7b97\u6cd5\u3001\u6570\u5b66\u3001\u7cfb\u7edf\u4f18\u5316<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p>\u5b83\u7684\u72ec\u7279\u4e4b\u5904\u5728\u4e8e\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u65e0\u9700\u4eba\u7c7b\u9010\u6b65\u7f16\u5199\u4f18\u5316\u65b9\u6848\uff0c\u5b83\u53ef\u4ee5\u81ea\u4e3b\u63d0\u51fa\u6539\u8fdb\u65b9\u6cd5\u3001\u81ea\u6d4b\u3001\u81ea\u6211\u6539\u8fdb<\/li>\n\n\n\n<li>\u80fd\u591f\u4fee\u6539\u6574\u6bb5\u7a0b\u5e8f\u4ee3\u7801\uff0c\u800c\u4e0d\u4ec5\u9650\u4e8e\u5c0f\u51fd\u6570\u7684\u8c03\u6574<\/li>\n\n\n\n<li>\u4f1a\u5b66\u4e60\u5728\u4e0d\u540c\u95ee\u9898\u4e0b\u5e94\u7528\u4e0d\u540c\u7b56\u7565\uff0c\u5982\u590d\u6742\u95ee\u9898\u4f7f\u7528\u641c\u7d22\u7b97\u6cd5\uff0c\u7ed3\u6784\u5316\u95ee\u9898\u91c7\u7528\u6784\u9020\u6cd5<\/li>\n\n\n\n<li>\u5df2\u7ecf\u5b9e\u9645\u5e94\u7528\u4e8eGoogle\u7684\u5927\u89c4\u6a21\u751f\u4ea7\u73af\u5883\uff0c\u800c\u975e\u4ec5\u4ec5\u662f\u5b9e\u9a8c\u5ba4\u6982\u5ff5\u9a8c\u8bc1<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-alphaevolve\u7684\u5de5\u4f5c\u673a\u5236\u4e0e\u6280\u672f\u67b6\u6784\">AlphaEvolve\u7684\u5de5\u4f5c\u673a\u5236\u4e0e\u6280\u672f\u67b6\u6784<\/h2>\n\n\n\n<p>AlphaEvolve\u662f\u4e00\u4e2a\u591a\u7ec4\u4ef6\u3001\u591a\u9636\u6bb5\u8054\u52a8\u7684\u590d\u6742\u7cfb\u7edf\uff0c\u5305\u542b\u4ee5\u4e0b\u6838\u5fc3\u6a21\u5757\u548c\u5de5\u4f5c\u6d41\u7a0b\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/05\/image-55.png\" alt=\"\" class=\"wp-image-1379\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u7cfb\u7edf\u7ec4\u6210\u4e0e\u6d41\u7a0b\">\u7cfb\u7edf\u7ec4\u6210\u4e0e\u6d41\u7a0b<\/h3>\n\n\n\n<p>AlphaEvolve\u7684\u6574\u4f53\u5de5\u4f5c\u6d41\u7a0b\u7531\u591a\u4e2a\u6a21\u5757\u534f\u540c\u6784\u5efa\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u8f93\u5165\u9636\u6bb5<\/strong>\uff1a\u7528\u6237\u63d0\u4f9b\u521d\u59cb\u7a0b\u5e8f\u4ee3\u7801\u3001\u9700\u4f18\u5316\u7684\u95ee\u9898\u5b9a\u4e49\u3001\u4ee5\u53ca\u81ea\u52a8\u5316\u8bc4\u4f30\u51fd\u6570(\u8861\u91cf\u4ee3\u7801\u6027\u80fd\u3001\u8f93\u51fa\u6b63\u786e\u6027\u7b49)\u3002<\/li>\n\n\n\n<li><strong>\u6838\u5fc3\u6a21\u5757\u6784\u6210<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li><strong>\u63d0\u793a\u6784\u5efa\u5668(Prompt Sampler)<\/strong>\uff1a\u7ec4\u5408\u5386\u53f2\u4f18\u79c0\u65b9\u6848\u4e0e\u95ee\u9898\u4e0a\u4e0b\u6587\uff0c\u6784\u5efa\u590d\u6742prompt\uff0c\u652f\u6301\u4eba\u7c7b\u63d0\u4f9b\u7684\u80cc\u666f\u77e5\u8bc6\u3001\u516c\u5f0f\u3001\u4ee3\u7801\u7247\u6bb5\u3002<\/li>\n\n\n\n<li><strong>LLM\u96c6\u6210(LLM Ensemble)<\/strong>\uff1a\u4f7f\u7528Gemini Flash\u5feb\u901f\u751f\u6210\u5927\u91cf\u5019\u9009\u7a0b\u5e8f\uff0c\u5e76\u7528Gemini Pro\u6df1\u5ea6\u4f18\u5316\u5173\u952e\u5efa\u8bae\uff0c\u534f\u540c\u9a71\u52a8&#8221;\u8fdb\u5316&#8221;\u8fc7\u7a0b\u3002<\/li>\n\n\n\n<li><strong>\u81ea\u52a8\u8bc4\u4f30\u5668(Evaluators)<\/strong>\uff1a\u81ea\u52a8\u8fd0\u884c\u5e76\u8bc4\u4f30\u6bcf\u4e2a\u7a0b\u5e8f\u7684\u8868\u73b0\uff0c\u652f\u6301\u591a\u6307\u6807\u4f18\u5316\u3001\u7ea7\u8054\u8bc4\u4f30\u3001\u5e76\u884c\u5206\u5e03\u5f0f\u6267\u884c\u3002<\/li>\n\n\n\n<li><strong>\u7a0b\u5e8f\u6570\u636e\u5e93(Program Database)<\/strong>\uff1a\u50a8\u5b58\u5386\u53f2\u65b9\u6848\u3001\u8bc4\u4f30\u5206\u6570\u548c\u4fee\u6539\u8bb0\u5f55\uff0c\u7528\u4e8e\u6784\u5efa\u65b0\u4e00\u4ee3Prompt\uff0c\u5b9e\u73b0\u7c7b\u4f3c&#8221;\u9057\u4f20\u8bb0\u5fc6&#8221;\u7684\u6f14\u5316\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>\u8fdb\u5316\u7b97\u6cd5\u5faa\u73af<\/strong>\uff1a\n<ul class=\"wp-block-list\">\n<li>\u4ece\u6570\u636e\u5e93\u4e2d\u9009\u62e9\u4e00\u4e2a&#8221;\u7236\u7a0b\u5e8f&#8221;\uff0c\u63d0\u53d6\u5176\u6700\u4f18\u7ed3\u6784<\/li>\n\n\n\n<li>\u901a\u8fc7Prompt\u6784\u5efa\u5f53\u524d\u4efb\u52a1\u548c\u4e0a\u4e0b\u6587<\/li>\n\n\n\n<li>LLM\u751f\u6210\u65b0\u7684\u4ee3\u7801\u5dee\u5f02(diff)<\/li>\n\n\n\n<li>\u5e94\u7528\u5dee\u5f02\u5f62\u6210&#8221;\u5b50\u7a0b\u5e8f&#8221;<\/li>\n\n\n\n<li>\u8bc4\u4f30\u5668\u8fd0\u884c\u5e76\u6253\u5206<\/li>\n\n\n\n<li>\u82e5\u5b50\u7a0b\u5e8f\u4f18\u4e8e\u7236\u7a0b\u5e8f\uff0c\u5219\u52a0\u5165\u6570\u636e\u5e93\uff0c\u7ee7\u7eed\u4e0b\u4e00\u8f6e\u8fdb\u5316<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<p>\u8fd9\u4e00\u8fc7\u7a0b\u4e0d\u4ec5\u6f14\u5316\u4ee3\u7801\u672c\u8eab\uff0c\u8fd8\u53ef\u4ee5\u6f14\u5316prompt\u548c\u8bc4\u4ef7\u6307\u6807\uff0c\u5b9e\u73b0\u9ad8\u5ea6\u81ea\u9002\u5e94\u7684\u641c\u7d22\u4f18\u5316\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u7a81\u7834\u6570\u5b66\u6781\u9650-alphaevolve\u7684\u79d1\u5b66\u6210\u5c31\">\u7a81\u7834\u6570\u5b66\u6781\u9650\uff1aAlphaEvolve\u7684\u79d1\u5b66\u6210\u5c31<\/h2>\n\n\n\n<p>AlphaEvolve\u5728\u6570\u5b66\u548c\u7b97\u6cd5\u53d1\u73b0\u9886\u57df\u5df2\u7ecf\u53d6\u5f97\u4e86\u591a\u9879\u7a81\u7834\u6027\u6210\u679c\uff0c\u89e3\u51b3\u4e86\u4e00\u4e9b\u957f\u671f\u672a\u89e3\u51b3\u7684\u5f00\u653e\u6027\u95ee\u9898\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u77e9\u9635\u4e58\u6cd5\u7b97\u6cd5\u9769\u65b0\">\u77e9\u9635\u4e58\u6cd5\u7b97\u6cd5\u9769\u65b0<\/h3>\n\n\n\n<p>AlphaEvolve\u6700\u5f15\u4eba\u6ce8\u76ee\u7684\u6210\u5c31\u4e4b\u4e00\u662f\u53d1\u73b0\u4e86\u6bd41969\u5e74Strassen\u7b97\u6cd5\u66f4\u9ad8\u6548\u76844\u00d74\u590d\u6570\u77e9\u9635\u4e58\u6cd5\u7b97\u6cd5\u3002Strassen\u7b97\u6cd5\u6b64\u524d\u88ab\u8ba4\u4e3a\u662f\u8fd9\u4e00\u9886\u57df\u7684\u6700\u4f18\u89e3\uff0c\u9700\u898149\u6b21\u4e58\u6cd5\u8fd0\u7b97\uff0c\u800cAlphaEvolve\u5c06\u5176\u964d\u4f4e\u5230\u4e8648\u6b21\uff0c\u6253\u7834\u4e8656\u5e74\u6765\u672a\u88ab\u6539\u8fdb\u7684\u8bb0\u5f55\u3002<\/p>\n\n\n\n<figure class=\"wp-block-video\"><video controls src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/05\/\u77e9\u9635\u4e58\u6cd5\u65b0\u7b97\u6cd5.mp4\"><\/video><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-300\u5e74\u51e0\u4f55\u96be\u9898\u53d6\u5f97\u8fdb\u5c55\">300\u5e74\u51e0\u4f55\u96be\u9898\u53d6\u5f97\u8fdb\u5c55<\/h3>\n\n\n\n<p>\u5728\u8457\u540d\u7684&#8221;\u63a5\u543b\u6570\u95ee\u9898&#8221;(Kissing Number Problem)\u4e0a\uff0cAlphaEvolve\u4e5f\u53d6\u5f97\u4e86\u91cd\u5927\u7a81\u7834\u3002\u8fd9\u4e2a\u95ee\u9898\u63a2\u8ba8\u5728n\u7ef4\u7a7a\u95f4\u4e2d\uff0c\u6709\u591a\u5c11\u4e2a\u5355\u4f4d\u7403\u4f53\u53ef\u4ee5\u540c\u65f6\u4e0e\u4e00\u4e2a\u4e2d\u5fc3\u5355\u4f4d\u7403\u4f53\u76f8\u5207\u800c\u5f7c\u6b64\u4e0d\u76f8\u4ea4\u3002\u572811\u7ef4\u7a7a\u95f4\u4e2d\uff0cAlphaEvolve\u53d1\u73b0\u4e86\u7531593\u4e2a\u5916\u7403\u7ec4\u6210\u7684\u7ed3\u6784\uff0c\u63d0\u9ad8\u4e86\u6b64\u524d\u7684\u4e0b\u754c592\uff0c\u63a5\u8fd1\u5df2\u77e5\u4e0a\u754c868\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/05\/image-58.png\" alt=\"\" class=\"wp-image-1382\" \/><\/figure>\n\n\n\n<p>\u6b64\u5916\uff0c\u5728\u591a\u4e2a\u6570\u5b66\u9886\u57df\u7684\u5f00\u653e\u6027\u95ee\u9898\u4e0a\u4e5f\u6709\u7a81\u7834\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5206\u6790\u5b66\u9886\u57df<\/strong>\uff1a\u6539\u8fdb\u4e86\u591a\u4e2a\u81ea\u76f8\u5173\u4e0d\u7b49\u5f0f\u95ee\u9898\u7684\u5df2\u77e5\u6700\u4f18\u754c\u503c\uff1b\u901a\u8fc7\u4f18\u5316\u5085\u91cc\u53f6\u5206\u6790\u4e2d\u7684\u4e0d\u786e\u5b9a\u6027\u539f\u7406\u6784\u9020\uff0c\u7565\u5fae\u63d0\u9ad8\u4e86\u4e0a\u754c\u3002<\/li>\n\n\n\n<li><strong>\u7ec4\u5408\u6570\u5b66\u4e0e\u6570\u8bba<\/strong>\uff1a\u4e3aErd\u0151s\u6700\u5c0f\u91cd\u53e0\u95ee\u9898\u5efa\u7acb\u4e86\u65b0\u7684\u4e0a\u754c\uff0c\u8d85\u8d8a\u4e86\u6b64\u524d\u8bb0\u5f55\u3002<\/li>\n\n\n\n<li><strong>\u51e0\u4f55\u4e0e\u5806\u79ef\u95ee\u9898<\/strong>\uff1a\u5728\u591a\u4e2a\u95ee\u9898\u4e0a\u53d6\u5f97\u7a81\u7834\uff0c\u5305\u62ec\u4f18\u5316\u6700\u5927\u4e0e\u6700\u5c0f\u8ddd\u79bb\u6bd4\u3001\u591a\u8fb9\u5f62\u6700\u4f18\u5d4c\u5957\u586b\u5145\u7b49\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u5728DeepMind\u56e2\u961f\u6d4b\u8bd5\u768450\u591a\u4e2a\u5f00\u653e\u6027\u6570\u5b66\u95ee\u9898\u4e2d\uff0cAlphaEvolve\u5728\u7ea675%\u7684\u95ee\u9898\u4e0a\u91cd\u65b0\u53d1\u73b0\u4e86\u6700\u5148\u8fdb\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u572820%\u7684\u95ee\u9898\u4e0a\u6539\u8fdb\u4e86\u5df2\u77e5\u7684\u6700\u4f73\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n\n\n\n<p>\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c\u83f2\u5c14\u5179\u5956\u5f97\u4e3b\u9676\u54f2\u8f69\u4e5f\u76f4\u63a5\u53c2\u4e0e\u4e86AlphaEvolve\u7684\u6570\u5b66\u5e94\u7528\u63a2\u7d22\u5de5\u4f5c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/05\/image-57.png\" alt=\"\" class=\"wp-image-1381\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/05\/\u5fae\u4fe1\u56fe\u7247_2025-05-17_101945_542.png\" alt=\"\" class=\"wp-image-1384\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u63d0\u5347google\u751f\u6001\u6548\u7387-\u5b9e\u9645\u5e94\u7528\u4e0e\u6210\u679c\">\u63d0\u5347Google\u751f\u6001\u6548\u7387\uff1a\u5b9e\u9645\u5e94\u7528\u4e0e\u6210\u679c<\/h2>\n\n\n\n<p>AlphaEvolve\u5df2\u7ecf\u4ece\u7406\u8bba\u7814\u7a76\u8d70\u5411\u5b9e\u9645\u5e94\u7528\uff0c\u5728Google\u7684\u591a\u4e2a\u5173\u952e\u7cfb\u7edf\u4e2d\u4ea7\u751f\u4e86\u663e\u8457\u7684\u6548\u76ca\u63d0\u5347\uff1a<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u6570\u636e\u4e2d\u5fc3\u4f18\u5316\">\u6570\u636e\u4e2d\u5fc3\u4f18\u5316<\/h3>\n\n\n\n<p>\u4e3aGoogle\u7684Borg\u96c6\u7fa4\u7ba1\u7406\u7cfb\u7edf\u8bbe\u8ba1\u4e86\u4e00\u79cd\u8c03\u5ea6\u542f\u53d1\u5f0f\u7b97\u6cd5\uff0c\u5df2\u7ecf\u6295\u5165\u751f\u4ea7\u4f7f\u7528\u8d85\u8fc7\u4e00\u5e74\uff0c\u6301\u7eed\u56de\u6536\u7ea60.7%\u7684\u8ba1\u7b97\u8d44\u6e90\u3002\u8fd9\u4e2a\u7b97\u6cd5\u89e3\u51b3\u4e86&#8221;\u6401\u6d45\u8d44\u6e90&#8221;\u95ee\u9898(\u4f8b\u5982\u5185\u5b58\u8017\u5c3d\u4f46CPU\u4ecd\u53ef\u7528)\uff0c\u751f\u6210\u7684\u4ee3\u7801\u7b80\u5355\u4e14\u53ef\u8bfb\uff0c\u4fbf\u4e8e\u5de5\u7a0b\u5e08\u8c03\u8bd5\u548c\u90e8\u7f72\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/05\/image-59.png\" alt=\"\" class=\"wp-image-1383\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-ai\u82af\u7247\u8bbe\u8ba1\u534f\u540c\">AI\u82af\u7247\u8bbe\u8ba1\u534f\u540c<\/h3>\n\n\n\n<p>AlphaEvolve\u4e3aGoogle TPU\u4e2d\u7684\u77e9\u9635\u4e58\u6cd5\u7535\u8def\u63d0\u4f9b\u4e86Verilog\u7ea7\u522b\u7684\u91cd\u5199\u65b9\u6848\uff0c\u53bb\u9664\u4e86\u5197\u4f59\u4f4d\u540c\u65f6\u4fdd\u6301\u529f\u80fd\u6b63\u786e\u6027\u3002\u8fd9\u4e00\u5efa\u8bae\u5df2\u88ab\u91c7\u7eb3\u8fdb\u5165\u672a\u6765\u4e00\u4ee3\u82af\u7247\u8bbe\u8ba1\u6d41\u7a0b\u4e2d\uff0c\u9884\u8ba1\u5c06\u663e\u8457\u8282\u7701\u82af\u7247\u9762\u79ef\u4e0e\u80fd\u8017\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" src=\"https:\/\/school.myshirtai.com\/wp-content\/uploads\/2025\/05\/image-56.png\" alt=\"\" class=\"wp-image-1380\" \/><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-ai\u6a21\u578b\u8bad\u7ec3\u52a0\u901f\">AI\u6a21\u578b\u8bad\u7ec3\u52a0\u901f<\/h3>\n\n\n\n<p>\u5728AI\u8bad\u7ec3\u65b9\u9762\uff0cAlphaEvolve\u4e5f\u5c55\u73b0\u4e86\u60ca\u4eba\u7684\u4f18\u5316\u80fd\u529b\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4f18\u5316\u4e86Gemini\u6a21\u578b\u8bad\u7ec3\u4e2d\u7684\u77e9\u9635\u4e58\u6cd5\u5185\u6838\uff0c\u52a0\u901f23%\uff0c\u6574\u4f53\u8bad\u7ec3\u65f6\u95f4\u7f29\u77ed1%<\/li>\n\n\n\n<li>\u5bf9FlashAttention\u5185\u6838\u7684\u4f4e\u7ea7GPU\u6307\u4ee4\u8fdb\u884c\u91cd\u6784\uff0c\u901f\u5ea6\u63d0\u5347\u8fbe32.5%<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u4e9b\u4f18\u5316\u4e0d\u4ec5\u63d0\u9ad8\u4e86\u6027\u80fd\uff0c\u8fd8\u5927\u5927\u51cf\u5c11\u4e86\u5185\u6838\u4f18\u5316\u6240\u9700\u7684\u5de5\u7a0b\u65f6\u95f4\uff0c\u4ece\u4e13\u5bb6\u6570\u5468\u7684\u52aa\u529b\u7f29\u77ed\u5230\u81ea\u52a8\u5b9e\u9a8c\u7684\u6570\u5929\uff0c\u4f7f\u7814\u7a76\u4eba\u5458\u80fd\u591f\u66f4\u5feb\u5730\u8fdb\u884c\u521b\u65b0\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-alphaevolve\u7684\u672a\u6765\u5c55\u671b\u4e0e\u5f71\u54cd\">AlphaEvolve\u7684\u672a\u6765\u5c55\u671b\u4e0e\u5f71\u54cd<\/h2>\n\n\n\n<p>\u4f5c\u4e3a\u4e00\u4e2a\u901a\u7528\u7b97\u6cd5\u53d1\u73b0\u4e0e\u4f18\u5316\u5e73\u53f0\uff0cAlphaEvolve\u7684\u5e94\u7528\u524d\u666f\u8fdc\u4e0d\u6b62\u4e8e\u5f53\u524d\u5df2\u5b9e\u73b0\u7684\u6210\u679c\u3002\u5b83\u4ee3\u8868\u4e86AI\u8f85\u52a9\u79d1\u5b66\u53d1\u73b0\u548c\u7b97\u6cd5\u8bbe\u8ba1\u7684\u65b0\u8303\u5f0f\uff0c\u672a\u6765\u6709\u671b\u5728\u66f4\u591a\u9886\u57df\u4ea7\u751f\u6df1\u8fdc\u5f71\u54cd\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u6269\u5c55\u5230\u66f4\u5e7f\u6cdb\u7684\u79d1\u5b66\u9886\u57df<\/strong>\uff1a\u867d\u7136\u76ee\u524d\u4e3b\u8981\u5e94\u7528\u4e8e\u6570\u5b66\u548c\u8ba1\u7b97\u673a\u79d1\u5b66\uff0c\u4f46\u5176\u901a\u7528\u6027\u610f\u5473\u7740\u5b83\u53ef\u4ee5\u5e94\u7528\u4e8e\u4efb\u4f55\u80fd\u591f\u88ab\u63cf\u8ff0\u4e3a\u7b97\u6cd5\u5e76\u81ea\u52a8\u9a8c\u8bc1\u7684\u95ee\u9898\u89e3\u51b3\u65b9\u6848\uff0c\u5305\u62ec\u6750\u6599\u79d1\u5b66\u3001\u836f\u7269\u53d1\u73b0\u7b49\u3002<\/li>\n\n\n\n<li><strong>AI\u4e0e\u4eba\u7c7b\u4e13\u5bb6\u7684\u534f\u4f5c\u65b0\u6a21\u5f0f<\/strong>\uff1aAlphaEvolve\u63d0\u4f9b\u4e86\u4e00\u79cdAI\u548c\u4e13\u5bb6\u534f\u4f5c\u7684\u65b0\u6a21\u5f0f\uff0cAI\u8d1f\u8d23\u63a2\u7d22\u5927\u91cf\u53ef\u80fd\u6027\u5e76\u63d0\u51fa\u521b\u65b0\u65b9\u6848\uff0c\u4eba\u7c7b\u4e13\u5bb6\u5219\u8d1f\u8d23\u9a8c\u8bc1\u548c\u7406\u89e3\u8fd9\u4e9b\u65b9\u6848\u3002<\/li>\n\n\n\n<li><strong>\u7b97\u6cd5\u4f18\u5316\u7684\u6c11\u4e3b\u5316<\/strong>\uff1a\u968f\u7740\u8fd9\u7c7b\u6280\u672f\u7684\u53d1\u5c55\uff0c\u9ad8\u7ea7\u7b97\u6cd5\u4f18\u5316\u53ef\u80fd\u4e0d\u518d\u5c40\u9650\u4e8e\u5c11\u6570\u4e13\u5bb6\uff0c\u66f4\u591a\u5f00\u53d1\u8005\u548c\u7814\u7a76\u4eba\u5458\u80fd\u591f\u5229\u7528\u8fd9\u4e9b\u5de5\u5177\u63d0\u5347\u81ea\u5df1\u5de5\u4f5c\u7684\u6548\u7387\u3002<\/li>\n\n\n\n<li><strong>\u6f5c\u5728\u7684\u7ecf\u6d4e\u4e0e\u73af\u5883\u5f71\u54cd<\/strong>\uff1a\u4ec5\u5728Google\u6570\u636e\u4e2d\u5fc3\u7684\u5e94\u7528\u5df2\u663e\u793a\u51fa0.7%\u8d44\u6e90\u56de\u6536\u7387\uff0c\u5982\u679c\u8fd9\u79cd\u6280\u672f\u88ab\u5e7f\u6cdb\u91c7\u7528\uff0c\u5c06\u4e3a\u5168\u7403\u6570\u636e\u4e2d\u5fc3\u8282\u7701\u5927\u91cf\u80fd\u6e90\u548c\u8d44\u6e90\u3002<\/li>\n<\/ol>\n\n\n\n<p>AlphaEvolve\u76ee\u524d\u5df2\u5f00\u653e\u65e9\u671f\u6d4b\u8bd5\u9080\u8bf7\uff0c\u4e0d\u4ec5\u9650\u4e8e\u5b66\u672f\u754c\uff0c\u5bf9\u5e0c\u671b\u5728\u7b97\u6cd5\u4f18\u5316\u9886\u57df\u63a2\u7d22\u7684\u5404\u884c\u4e1a\u7528\u6237\u90fd\u5f00\u653e\u7533\u8bf7\uff0c\u9884\u793a\u7740\u5176\u5c06\u5728\u66f4\u5e7f\u6cdb\u7684\u5e94\u7528\u573a\u666f\u4e2d\u53d1\u6325\u4f5c\u7528\u3002<\/p>\n\n\n\n<p>\u5b83\u6807\u5fd7\u7740\u8ba1\u7b97\u673a\u79d1\u5b66\u4e2d\u7684\u4e00\u4e2a\u65b0\u91cc\u7a0b\u7891\u2014\u2014AI\u7cfb\u7edf\u4e0d\u518d\u4ec5\u4ec5\u662f\u88ab\u4eba\u7c7b\u7a0b\u5e8f\u5458\u7f16\u7a0b\u7684\u5de5\u5177\uff0c\u800c\u662f\u80fd\u591f\u81ea\u4e3b\u53d1\u73b0\u548c\u6539\u8fdb\u7b97\u6cd5\u7684\u5408\u4f5c\u4f19\u4f34\uff0c\u8fd9\u79cd\u8f6c\u53d8\u6216\u5c06\u5982\u540cAlphaGo\u4e4b\u4e8e\u56f4\u68cb\u90a3\u6837\uff0c\u5728\u7f16\u7a0b\u9886\u57df\u5f15\u53d1\u4e00\u573a\u9769\u547d\u6027\u7684\u53d8\u9769\u3002<\/p>\n\n\n\n<table style=\"width: 100%;border-collapse: collapse;border: 1px solid #ddd\">\r\n<thead>\r\n<tr style=\"height: 48px;background-color: #f5f5f5\">\r\n<th style=\"width: 50%;height: 48px;border: 1px solid #ddd;padding: 8px\">\r\n<h4 style=\"margin: 0\">\u66f4\u591a\u4ea7\u54c1\u8bf7\u67e5\u770b<\/h4>\r\n<\/th>\r\n<th style=\"width: 50%;height: 48px;border: 1px solid #ddd;padding: 8px\">\r\n<h4 style=\"margin: 0\">\u66f4\u591a\u5185\u5bb9\u8bf7\u67e5\u770b<\/h4>\r\n<\/th>\r\n<\/tr>\r\n<\/thead>\r\n<tbody>\r\n<tr style=\"height: 63px\">\r\n<td style=\"width: 50%;height: 63px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.myshirtai.com\/ar\/\" data-linktype=\"2\">ShirtAI \u2013 \u6e17\u900f\u667a\u80fd<\/a><\/td>\r\n<td style=\"width: 50%;height: 63px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.myshirtai.com\/ar\/archives\/4425\/\" data-linktype=\"2\">AIGC\u5927\u6a21\u578b\uff1a\u5f00\u521b\u5de5\u7a0b\u4e0e\u79d1\u5b66\u53cc\u91cd\u9769\u547d\u65f6\u4ee3 \u2013 \u6e17\u900f\u667a\u80fd<\/a><\/td>\r\n<\/tr>\r\n<tr style=\"height: 61px\">\r\n<td style=\"width: 50%;height: 61px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.myshirtai.com\/ar\/\" data-linktype=\"2\">1:1\u8fd8\u539fClaude\u548cGPT\u5b98\u7f51 \u2013 AI\u4e91\u539f\u751f<\/a><\/td>\r\n<td style=\"width: 50%;height: 61px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.bluelsqkj.com\/archives\/2876\" data-linktype=\"2\">\u6bd4\u8d5b\u76f4\u64adAPP \u5168\u7403\u9ad8\u6e05\u4f53\u80b2\u89c2\u5f71\u64ad\u653e\u5668\uff08\u63a8\u8350\uff09 \u2013 \u84dd\u886b\u79d1\u6280<\/a><\/td>\r\n<\/tr>\r\n<tr style=\"height: 54px\">\r\n<td style=\"width: 50%;height: 54px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/api.mygptmeta.com\/\" data-linktype=\"2\">\u57fa\u4e8e\u5b98\u65b9API\u7684\u4e2d\u8f6c\u670d\u52a1 \u2013 GPTMeta API<\/a><\/td>\r\n<td style=\"width: 50%;height: 54px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.zhihu.com\/question\/621055223\/answer\/3633615705\" data-linktype=\"2\">\u6c42\u52a9\uff0c\u5404\u4f4d\u5927\u795e\u8c01\u80fd\u63d0\u4f9b\u4e00\u4e9bGPT\u7684\u63d0\u95ee\u6280\u5de7\uff1f\u2013 \u77e5\u4e4e<\/a><\/td>\r\n<\/tr>\r\n<tr style=\"height: 70px\">\r\n<td style=\"width: 50%;height: 70px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/shop.blueshirtmap.com\/\" data-linktype=\"2\">\u5168\u7403\u5316\u865a\u62df\u5546\u54c1\u6570\u5b57\u5546\u5e97 \u2013 \u73af\u7403\u667a\u8d2d\uff08\u51e4\u7075\u9601\uff09<\/a><\/td>\r\n<td style=\"width: 50%;height: 70px;border: 1px solid #ddd;padding: 8px\"><a href=\"https:\/\/www.bilibili.com\/video\/BV1efpneYE54\/?spm_id_from=333.1387.homepage.video_card.click\" data-linktype=\"2\">Claude airtfacts\u529f\u80fd\u6709\u591a\u5f3a\u5927\uff0cGPT\u77ac\u95f4\u4e0d\u9999\u4e86\uff1f-\u54d4\u54e9\u54d4\u54e9<\/a><\/td>\r\n<\/tr>\r\n<\/tbody>\r\n<\/table>","protected":false},"excerpt":{"rendered":"<p>Google 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