{"id":793671,"date":"2026-06-05T12:57:48","date_gmt":"2026-06-05T04:57:48","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=793671"},"modified":"2026-06-05T12:57:48","modified_gmt":"2026-06-05T04:57:48","slug":"%e6%b1%a4%e9%81%93%e7%94%9f%e5%a7%9a%e9%a1%ba%e9%9b%a8%e4%b8%80%e5%b0%8f%e6%97%b6%e5%af%b9%e8%b0%88%ef%bc%9a%e8%85%be%e8%ae%afai%e7%9a%84%e4%b8%8b%e5%8d%8a%e5%9c%ba%ef%bc%8c%e9%9d%a0%e4%bb%80%e4%b9%88","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=793671","title":{"rendered":"\u6c64\u9053\u751f\u59da\u987a\u96e8\u4e00\u5c0f\u65f6\u5bf9\u8c08\uff1a\u817e\u8bafAI\u7684\u4e0b\u534a\u573a\uff0c\u9760\u4ec0\u4e48\u8d62\uff1f"},"content":{"rendered":"<p><img src=\"https:\/\/images.tmtpost.com\/uploads\/images\/2026\/06\/03bd4b5b3a775b0ea4302b19be0279f7_1780633496.jpg?imageMogr2\/auto-orient\/strip\/interlace\/1\/quality\/85\/thumbnail\/1440x959\/gravity\/center\/crop\/!1440x959&ext=.jpg\" alt=\"\u6c64\u9053\u751f\u59da\u987a\u96e8\u4e00\u5c0f\u65f6\u5bf9\u8c08\uff1a\u817e\u8bafAI\u7684\u4e0b\u534a\u573a\uff0c\u9760\u4ec0\u4e48\u8d62\uff1f\" style=\"display:block; margin-left:auto; margin-right:auto\" \/><\/p>\n<p>AI\u7684\u4e0a\u534a\u573a\uff0c\u5927\u5bb6\u90fd\u5728\u95ee\"\u80fd\u4e0d\u80fd\u505a\u5230\"\u3002\u8fdb\u51652026\u5e74\uff0c\u8fd9\u4e2a\u95ee\u9898\u51e0\u4e4e\u5df2\u7ecf\u6709\u4e86\u7b54\u6848\u3002<\/p>\n<p>\u4f46\u7b54\u6848\u843d\u5730\u7684\u90a3\u4e00\u523b\uff0c\u66f4\u96be\u7684\u95ee\u9898\u624d\u771f\u6b63\u51fa\u73b0\uff1a\u4e0b\u534a\u573a\uff0c\u9760\u4ec0\u4e48\u8d62\uff1f<\/p>\n<p>\u57286\u67085\u65e5\u4e3e\u884c\u76842026<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e8%85%be%e8%ae%af\" title=\"View all posts in \u817e\u8baf\" target=\"_blank\" class=\"tag_link\">\u817e\u8baf<\/a>\u4e91AI\u4ea7\u4e1a\u5e94\u7528\u5927\u4f1a\u5bf9\u8c08\u73b0\u573a\uff0c\u817e\u8baf\u96c6\u56e2\u9ad8\u7ea7\u6267\u884c\u526f\u603b\u88c1\u3001\u4e91\u4e0e\u667a\u6167\u4ea7\u4e1a\u4e8b\u4e1a\u7fa4\uff08CSIG\uff09CEO\u6c64\u9053\u751f\u548c\u817e\u8baf\u9996\u5e2dAI\u79d1\u5b66\u5bb6\u3001\u817e\u8baf\u6df7\u5143\u5927\u8bed\u8a00\u6a21\u578b\u53caAI Infra\u8d1f\u8d23\u4eba\u59da\u987a\u96e8\u5750\u5728\u4e86\u4e00\u8d77\u3002\u8fd9\u573a\u5bf9\u8bdd\u6ca1\u6709PPT\uff0c\u6ca1\u6709\u53d1\u5e03\uff0c\u5c31\u662f\u4e24\u4e2a\u4eba\u5750\u7740\u804a&mdash;&mdash;\u804a\u6a21\u578b\u3001\u804a\u4ea7\u54c1\u3001\u804a\u7ec4\u7ec7\uff0c\u4e5f\u804a\u65b9\u6cd5\u8bba\u548c\u4fe1\u4efb\u3002<\/p>\n<p>\u4ed6\u4eec\u804a\u7684\u5f88\u591a\uff0c\u4f46\u8d2f\u7a7f\u59cb\u7ec8\u7684\u53ea\u6709\u4e00\u4ef6\u4e8b\uff1a\u817e\u8baf\u5230\u5e95\u600e\u4e48\u505aAI\uff1f<\/p>\n<p>\u6838\u5fc3\u89c2\u70b9\u5982\u4e0b\uff1a<\/p>\n<blockquote>\n<p><strong>AI\u4e0b\u534a\u573a\u7684\u6838\u5fc3\u547d\u9898\uff0c\u4e0d\u662f\u65b9\u6cd5\u8bba\u7684<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%88%9b%e6%96%b0\" title=\"View all posts in \u521b\u65b0\" target=\"_blank\" class=\"tag_link\">\u521b\u65b0<\/a>\uff0c\u800c\u662f\u95ee\u9898\u7684\u53d1\u73b0\u4e0e\u843d\u5730\u3002<\/strong><\/p>\n<\/blockquote>\n<p>\u59da\u987a\u96e8\u6307\u51fa\uff0c\u9884\u8bad\u7ec3\u548c\u540e\u8bad\u7ec3\u5df2\u4f7f\u5927\u6a21\u578b\u6210\u4e3a&ldquo;\u4e07\u80fd\u9524\u5b50&rdquo;\uff0c\u771f\u6b63\u7a00\u7f3a\u7684\u662f\u597d\u95ee\u9898\u3001\u597d\u573a\u666f\u4e0e\u597d\u73af\u5883\u3002\u4ed6\u5c06AI\u4e0b\u534a\u573a\u5b9a\u4e49\u4e3a\u4e09\u5927\u652f\u67f1\u7684\u5747\u8861\u6784\u5efa\uff1a\u4e00\u662f<strong>Foundation<\/strong>&mdash;&mdash;\u9884\u8bad\u7ec3\u4e0e\u540e\u8bad\u7ec3\u7684\u624e\u5b9e\u529f\u5e95\uff1b\u4e8c\u662f<strong>\u4ea7\u54c1<\/strong>&mdash;&mdash;\u8ba9\u6280\u672f\u771f\u6b63\u4e3a\u4eba\u4e0e\u793e\u4f1a\u521b\u9020\u4ef7\u503c\uff1b\u4e09\u662f<strong>Frontier<\/strong>&mdash;&mdash;\u5bf9\u65b0\u7814\u7a76\u8303\u5f0f\u548c\u65b0\u673a\u4f1a\u7684\u6301\u7eed\u63a2\u7d22\u3002\u4e09\u8005\u7f3a\u4e00\u4e0d\u53ef\uff0c\u6784\u6210\u4e00\u4e2a\u7a33\u56fa\u7684&ldquo;\u4e09\u89d2\u5f62\u7ec4\u7ec7&rdquo;\u3002\u4ed6\u8ba4\u4e3a\uff0cAI\u662f\u957f\u671f<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e6%b8%b8%e6%88%8f\" title=\"View all posts in \u6e38\u620f\" target=\"_blank\" class=\"tag_link\">\u6e38\u620f<\/a>\u800c\u975e\u77ed\u671f\u535a\u5f08\uff0c&ldquo;\u4e0b\u534a\u573a\u624d\u521a\u521a\u5f00\u59cb&rdquo;\uff0c\u5c31\u50cf70\u5e74\u4ee3PC\u521a\u521a\u8bde\u751f\uff0c\u8fd8\u6709\u5927\u91cf\u7a7a\u95f4\u672a\u88ab\u586b\u6ee1\u3002<\/p>\n<blockquote>\n<p><strong>\u6a21\u578b\u4e0e\u4ea7\u54c1\u7684Co-Design\uff0c\u662fAI\u65f6\u4ee3\u6700\u5173\u952e\u7684\u7ec4\u7ec7\u80fd\u529b\u3002<\/strong><\/p>\n<\/blockquote>\n<p>\u6c64\u9053\u751f\u548c\u59da\u987a\u96e8\u90fd\u8ba4\u4e3a\uff0c\u6a21\u578b\u56e2\u961f\u548c\u4ea7\u54c1\u56e2\u961f\u7684\u76ee\u6807\u5929\u7136\u5b58\u5728\u5bf9\u9f50\u4e0e\u4e0d\u5bf9\u9f50\u4e4b\u5904&mdash;&mdash;\u6a21\u578b\u8ffd\u6c42\u80fd\u529b\u4e0a\u9650\uff0c\u4ea7\u54c1\u8ffd\u6c42\u7528\u6237\u9700\u6c42\u6ee1\u8db3\u3002Co-Design\u7684\u6838\u5fc3\u4e0d\u662f\u6d41\u7a0b\uff0c\u800c\u662f<strong>\u4fe1\u4efb<\/strong>\u4e0e<strong>\u6362\u4f4d\u601d\u8003<\/strong>\u3002\u59da\u987a\u96e8\u4e3e\u4f8b\uff0c\u6df7\u5143\u56e2\u961f\u66fe\u6d3e\u540e\u8bad\u7ec3\u9aa8\u5e72\u529b\u91cf\u652f\u63f4\u5143\u5b9d\uff0c\u5373\u4f7f\u81ea\u8eab\u9884\u8bad\u7ec3\u5c1a\u672a\u5c31\u7eea\uff0c\u8fd9\u4e00\u4e3e\u52a8\u8ba9\u4ea7\u54c1\u56e2\u961f\u611f\u53d7\u5230&ldquo;\u6a21\u578b\u540c\u5b66\u771f\u7684\u5728\u4e3a\u4ea7\u54c1\u7740\u60f3&rdquo;\uff0c\u4e3a\u540e\u7eedHy3 preview\u5728\u5143\u5b9d\u4e0a\u7684\u6210\u529f\u4e0a\u7ebf\u5960\u5b9a\u4e86\u4fe1\u4efb\u57fa\u7840\u3002\u5728Eval\u5c42\u9762\uff0c\u4e24\u4eba\u90fd\u5f3a\u8c03\u5237\u699c\u4ef7\u503c\u548c\u5b9e\u7528\u4ef7\u503c\u4e4b\u95f4\u7684\u843d\u5dee&mdash;&mdash;benchmark\u5bb9\u6613\u8fc7\u62df\u5408\uff0c\u771f\u5b9e\u573a\u666f\u4e2d\u7684Prompt\u5206\u5e03\u3001\u6a21\u7cca\u8ffd\u95ee\u3001\u591a\u8f6e\u5bf9\u8bdd\u624d\u662f\u6a21\u578b\u8fdb\u6b65\u7684\u771f\u6b63\u9a71\u52a8\u529b\u3002<\/p>\n<blockquote>\n<p><strong>\u4ece&ldquo;\u9884\u5236\u83dc&rdquo;\u5230&ldquo;\u5f00\u653e\u5f0f\u53a8\u623f&rdquo;\uff0cAI\u65f6\u4ee3\u7684\u4ea7\u54c1\u903b\u8f91\u53d1\u751f\u6839\u672c\u53d8\u5316\u3002<\/strong><\/p>\n<\/blockquote>\n<p>\u6c64\u9053\u751f\u4ee5\u81ea\u8eab\u4eceQQ\u7a7a\u95f4\u5230AI\u4ea7\u54c1\u7684\u7ecf\u5386\u603b\u7ed3\uff1aPC\u548c\u79fb\u52a8\u4e92\u8054\u7f51\u65f6\u4ee3\u7684\u4ea7\u54c1\u662f&ldquo;\u529f\u80fd\u9a71\u52a8&rdquo;\uff0c\u7528\u6237\u5728\u83dc\u5355\u4e2d\u70b9\u9009&ldquo;\u9884\u5236\u83dc&rdquo;\uff1b\u800cAI\u65f6\u4ee3\u7684\u4ea7\u54c1\u662f&ldquo;\u5f00\u653e\u5f0f\u670d\u52a1&rdquo;\uff0c\u7528\u6237\u4ee5\u81ea\u7136\u8bed\u8a00\u53d1\u51fa\u9700\u6c42\uff0c\u4ea7\u54c1\u65b9\u65e0\u6cd5\u9884\u77e5\u7528\u6237\u4f1a\u95ee\u4ec0\u4e48\uff0c\u5fc5\u987b\u501f\u52a9\u6a21\u578b\u7684\u7406\u89e3\u4e0e\u63a8\u7406\u80fd\u529b\u3001\u5de5\u5177\u8c03\u7528\u80fd\u529b\u6765\u5e94\u5bf9\u3002\u8fd9\u5e26\u6765\u4e86\u7814\u53d1\u6d41\u7a0b\u7684\u5f7b\u5e95\u91cd\u6784\uff1a\u4ee3\u7801\u5927\u91cf\u7531AI\u751f\u6210\uff0c\u5de5\u7a0b\u5e08\u66f4\u591a\u505a\u67b6\u6784\u8bbe\u8ba1\u4e0e\u8bc4\u6d4b\u5bf9\u9f50\uff0c\u6d4b\u8bd5\u5de6\u79fb\uff0c\u89d2\u8272\u878d\u5408&mdash;&mdash;\u6bcf\u4e2a\u4eba\u90fd\u65e2\u662f\u4ea7\u54c1\u7ecf\u7406\u4e5f\u662f\u67b6\u6784\u5e08\u3002<\/p>\n<blockquote>\n<p><strong>\u6df7\u51433\u7684\u53d8\u9769\u4e0d\u5728\u4e8e&ldquo;\u79d8\u5bc6&rdquo;\uff0c\u800c\u5728\u4e8e\u57fa\u7840\u8bbe\u65bd\u91cd\u5efa\u4e0e\u6570\u636eEval\u7684\u91cd\u5851\u3002<\/strong><\/p>\n<\/blockquote>\n<p>\u59da\u987a\u96e8\u76f4\u8a00\uff0c\u4eca\u5929\u505a\u5927\u6a21\u578b\u4ece\u7b97\u6cd5\u89d2\u5ea6\u770b\u662f&ldquo;\u6bd4\u8f83Trivial\u7684\u4e8b\u60c5&rdquo;\uff0c\u771f\u6b63\u7684\u529f\u529b\u5728Infrastructure\u3001\u6570\u636e\u548cEval\u3002\u5173\u4e8eToken\u7126\u8651\uff0c\u4ed6\u7684\u5224\u65ad\u53cd\u76f4\u89c9\u5374\u52a1\u5b9e\uff1a\u6027\u4ef7\u6bd4\u7684\u7b2c\u4e00\u8981\u7d20\u4e0d\u662f\u6a21\u578b\u67b6\u6784\uff0c\u800c\u662f\u6027\u80fd&mdash;&mdash;\u7528\u66f4\u5f3a\u7684\u6a21\u578b\u4e00\u6b21\u505a\u5bf9\uff0c\u6bd4\u7528\u5f31\u6a21\u578b\u53cd\u590d\u8bd5\u9519\u66f4\u7701\u3002\u540c\u65f6\uff0c\u4e2d\u56fd\u56e2\u961f\u5728\u6210\u672c\u4f18\u5316\u4e0a\u5168\u7403\u9886\u5148\uff0c\u7528\u4e00\u4e2a\u66f4\u5c0f\u4f46\u6bd4\u80a9\u5927\u6a21\u578b\u6027\u80fd\u7684\u6a21\u578b\u89e3\u51b3\u957f\u7a0b\u4efb\u52a1\uff0c\u662f\u5f53\u4e0b\u66f4\u6709\u4ef7\u503c\u7684\u65b9\u5411\u3002<\/p>\n<blockquote>\n<p><strong>Agent\u65f6\u4ee3\u9700\u8981&ldquo;\u6241\u5e73+\u8bd5\u9519&rdquo;\u7684\u7ec4\u7ec7\u5f62\u6001\u3002<\/strong><\/p>\n<\/blockquote>\n<p>\u6c64\u9053\u751f\u89c2\u5bdf\u5230\uff0cWorkbuddy\u7b49AI\u4ea7\u54c1\u7684\u56e2\u961f\u7ec4\u7ec7\u4e0e\u4f20\u7edf\u4ea7\u54c1\u622a\u7136\u4e0d\u540c\uff1a\u4e09\u4e94\u4eba\u5c0f\u5206\u961f\u56f4\u7ed5\u7279\u5b9a\u9886\u57df\u653b\u575a\uff0c\u5927\u91cf\u8bd5\u9a8c\u4e2d\u5927\u591a\u6570\u62ff\u4e0d\u5230\u6b63\u5411\u53cd\u9988\uff0c\u4f46\u5fc5\u987b\u5305\u5bb9\u8bd5\u9519\u3002\u5de5\u7a0b\u5e08\u89d2\u8272\u4e5f\u5728\u8f6c\u53d8&mdash;&mdash;\u4ece\u5199\u4ee3\u7801\u53d8\u4e3a\u9a71\u52a8\u591a\u4e2aCoding Agent\u7684&ldquo;\u6709\u60f3\u6cd5\u7684leader&rdquo;\u3002\u5173\u4e8e&ldquo;\u817e\u8baf\u6162\u4e86&rdquo;\u7684\u8d28\u7591\uff0c\u6c64\u9053\u751f\u5766\u8bda\u56de\u5e94\uff1a\u591a\u4e1a\u6001\u7684\u7ec4\u7ec7\u4e2d\u5feb\u6162\u5e76\u5b58\uff0c\u4f46\u957f\u8dd1\u4e2d\u4e30\u5bcc\u7684\u573a\u666f\u548c\u6570\u636e\u4e0a\u4e0b\u6587\uff08Context\uff09\u662f\u817e\u8baf\u7684\u6838\u5fc3\u58c1\u5792\u3002\u59da\u987a\u96e8\u5219\u4ece\u66f4\u5b8f\u89c2\u7684\u89c6\u89d2\u5224\u65ad\uff1a\u672a\u6765\u4e0d\u4f1a\u662f\u5355\u4e00\u4e3b\u7ebf\u7684\u7ade\u4e89\uff0c\u800c\u662f\u591a\u5143\u8def\u7ebf\u7684\u5c55\u5f00&mdash;&mdash;Coding Agent\u3001\u591a\u6a21\u6001\u3001\u5177\u8eab\u667a\u80fd\uff0c\u65b0\u7684\u673a\u4f1a\u624d\u521a\u521a\u6d8c\u73b0\u3002<\/p>\n<h2><strong>\u4ee5\u4e0b\u4e3a\u6c64\u9053\u751f\u5bf9\u8bdd\u59da\u987a\u96e8\u5bf9\u8c08\u5b9e\u5f55\uff1a<\/strong><\/h2>\n<p><strong>\u6c64\u9053\u751f\uff1a<\/strong>\u4eca\u5929\u6211\u4eec\u4e24\u4e2a\u5bf9\u8bdd\uff0c\u53ef\u80fd\u662f\u4e00\u4e2a\u6bd4\u8f83\u65b0\u7684\u5f62\u6001\uff0c\u5982\u679c\u6709\u4ec0\u4e48\u51fa\u4e4e\u610f\u6599\u7684\uff0c\u6211\u60f3\u4e5f\u662f\u7ed9\u5927\u5bb6\u4e00\u4e2a\u60ca\u559c\u3002<\/p>\n<p>\u987a\u96e8\uff0c\u4f60\u52a0\u5165\u817e\u8baf\u524d\uff0c\u6211\u8bb0\u5f97\u6211\u5f53\u65f6\u95ee\u8fc7\u4f60\u4e00\u4e9b\u95ee\u9898\uff0c\u4e3a\u4ec0\u4e48\u4e0b\u534a\u573a\u4f1a\u9009\u62e9\u6765\u817e\u8baf\uff1f\u800c\u4e14\u4f60\u8ba4\u4e3aAI\u4e0b\u534a\u573a\u6700\u91cd\u8981\u7684\u662f\u4ec0\u4e48\uff1f<\/p>\n<p><strong>\u59da\u987a\u96e8\uff1a<\/strong>\u9996\u5148\u89e3\u91ca\u4e00\u4e0b\u4ec0\u4e48\u53eb\u505a\u4e0b\u534a\u573a\uff0c\u6211\u6700\u8fd1\u611f\u89c9\u8fd9\u4e2a\u8bcd\u6709\u70b9\u88ab\u6ee5\u7528\uff0c\u8fd9\u4e2a\u6982\u5ff5\u662f\u6211\u53bb\u5e74\u7684\u4e00\u4e2a\u535a\u5ba2\u63d0\u51fa\u6765\u7684\uff0c\u4ec0\u4e48\u610f\u601d\uff1f\u5176\u5b9e\u6211\u89c9\u5f97\u5728\u53bb\u5e74\u4e4b\u524dAI\u5df2\u7ecf\u53d1\u5c55\u51e0\u5341\u5e74\uff0c\u4f46\u662f\u66f4\u52a0\u91cd\u8981\u7684\u662f\u600e\u4e48\u53bb\u89e3\u51b3\u95ee\u9898\uff0c\u53bb\u5bfb\u627e\u597d\u7684\u65b9\u6cd5\uff0c\u6700\u8fd1\u6211\u89c9\u5f97\u5f88\u660e\u663e\u5c31\u662f\u8bf4\uff0c\u65b9\u6cd5\u8bba\u5df2\u7ecf\u53d8\u5f97\u975e\u5e38\u6210\u719f\uff0c\u4f46\u5bfb\u627e\u95ee\u9898\u53d8\u5f97\u66f4\u52a0\u56f0\u96be\u3002<\/p>\n<p>\u4e3e\u4e2a\u4f8b\u5b50\uff0c\u6bd4\u5982\u8bf4\u8fc7\u53bb\u6211\u4eec\u53d1\u660eAIphaGo\u8fd9\u6837\u7684\u65b9\u6cd5\u53bb\u4e0b\u56f4\u68cb\uff0c\u4f46\u662f\u8fd9\u4e2a\u65b9\u6cd5\u53ea\u7528\u6765\u9002\u5408\u4e0b\u56f4\u68cb\u6216\u8005\u4e0b\u5404\u79cd\u68cb\u7c7b\u3002\u4f60\u4f1a\u4e3a\u4e86\u7ffb\u8bd1\u505a\u4e00\u4e2a\u7279\u522b\u7684\u6a21\u578b\uff0c\u4f46\u662f\u5b83\u53ea\u80fd\u505a\u7ffb\u8bd1\uff0c\u4e0d\u80fd\u505a\u5176\u4ed6\u4e8b\u60c5\u3002<\/p>\n<p>\u4f46\u662f\u6709\u4e86\u9884\u8bad\u7ec3\u548c\u540e\u8bad\u7ec3\u4e4b\u540e\u6211\u4eec\u53d1\u73b0\uff0c\u6211\u4eec\u50cf\u6709\u4e00\u4e2a\u4e07\u80fd\u9524\u5b50\uff0c\u5b83\u53ef\u4ee5\u7838\u4efb\u4f55\u9489\u5b50\uff0c\u5b83\u662f\u4e00\u4e2a\u901a\u7528\u65b9\u6cd5\u8bba\uff0c\u53ef\u4ee5\u89e3\u51b3\u5404\u79cd\u5404\u6837\u7684\u95ee\u9898\uff0c\u53cd\u800c\u66f4\u56f0\u96be\u7684\u662f\u600e\u4e48\u5bfb\u627e\u597d\u7684\u95ee\u9898\u53bb\u89e3\u51b3\u3002<\/p>\n<p>\u5176\u5b9e\u6211\u89c9\u5f97\u52a0\u5165\u817e\u8baf\u5f88\u91cd\u8981\u4e00\u70b9\uff0c\u5c31\u662f\u8bf4\u8fd9\u91cc\u6709\u5f88\u591a\u597d\u95ee\u9898\u3001\u6709\u5f88\u591a\u4ea7\u54c1\uff0c\u6211\u89c9\u5f97\u8fd9\u4e00\u70b9\u5728\u63a5\u4e0b\u6765\u53d8\u5f97\u8d8a\u6765\u8d8a\u91cd\u8981\u3002\u4e00\u65b9\u9762\uff0c\u597d\u7684\u4ea7\u54c1\u80fd\u591f\u89e3\u51b3\u7b2c\u4e00\u4e2a\u95ee\u9898\uff1a\u6211\u4eec\u505a\u9884\u8bad\u7ec3\u548c\u540e\u8bad\u7ec3\u4e4b\u540e\u5230\u5e95\u8981\u628a\u5b83\u5e94\u7528\u5728\u4ec0\u4e48\u5730\u65b9\u4ea7\u751f\u4ef7\u503c\uff1b\u7b2c\u4e8c\u4e2a\u662f\u73af\u5883\u662f\u975e\u5e38\u91cd\u8981\u7684\uff0c\u5982\u679c\u6ca1\u6709\u597d\u7684\u73af\u5883\uff0c\u90a3Agent\u6ca1\u6709\u529e\u6cd5\u505a\u5404\u79cd\u5404\u6837\u7684\u4e8b\u60c5\uff0c\u6bd4\u5982\u8bf4\u5982\u679c\u6ca1\u6709\u4e00\u4e2a\u70b9<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%a4%96%e5%8d%96\" title=\"View all posts in \u5916\u5356\" target=\"_blank\" class=\"tag_link\">\u5916\u5356<\/a>\u7684tool\u7684\u8bdd\uff0c\u5c31\u6ca1\u6709\u529e\u6cd5\u70b9\u5916\u5356\uff0c\u5f88\u591a\u4e8b\u60c5\u505a\u4e0d\u5230\uff0c\u6211\u89c9\u5f97\u6700\u91cd\u8981\u7684\u662fcontext\uff0c\u65e0\u8bba\u662f\u4f01\u4e1a\u8fd8\u662f\u4e2a\u4eba\uff0c\u5c31\u50cf\u6211\u4e0a\u4e00\u6b21\u5728AGI-Next\u8bf4\u7684\u4e00\u6837\uff0c\u6211\u89c9\u5f97\u8d8a\u6765\u8d8a\u91cd\u8981\u7684\u4e8b\u60c5\u662fcontext\uff0c\u56e0\u4e3a\u6a21\u578b\u8d8a\u6765\u8d8a\u64c5\u957f\u628a\u4e00\u4e2a\u975e\u5e38\u590d\u6742\u7684\u8f93\u5165\u53d8\u6210\u8f93\u51fa\uff0c\u5f88\u591a\u65f6\u5019\u4f60\u7684\u7ade\u4e89\u58c1\u5792\u5c31\u5728\u4e8e\u4f60\u6709\u6ca1\u6709\u6700\u539f\u59cb\u7684\u8f93\u5165\uff0c\u4f60\u77e5\u4e0d\u77e5\u9053\u8fd9\u4e2a\u4eba\u4ed6\u5230\u5e95\u5728\u5e72\u4ec0\u4e48\uff0c\u4f60\u77e5\u4e0d\u77e5\u9053\u8fd9\u4e2a\u4f01\u4e1a\u5404\u79cd\u5404\u6837\u7684\u4fe1\u606f\uff0c\u8fd9\u4e00\u70b9\u6211\u89c9\u5f97\u817e\u8baf\u6709\u975e\u5e38\u5f3a\u7684\u4f18\u52bf\u3002\u4f46\u5176\u5b9e\u6211\u89c9\u5f97\u8fd9\u53ea\u662f\u7b2c\u4e8c\u5927\u7684\u539f\u56e0\uff0c\u6700\u91cd\u8981\u7684\u539f\u56e0\u662f\u6587\u5316\uff0c\u6211\u8bb0\u5f97\u6211\u7b2c\u4e00\u6b21\u8ddf\u4f60\u804a\u5929\uff0c\u5305\u62ec\u548c\u5176\u4ed6\u603b\u529e\u8001\u677f\u804a\u5929\u7684\u65f6\u5019\uff0c\u6211\u7b2c\u4e00\u5370\u8c61\u5927\u5bb6\u90fd\u975e\u5e38\u8bda\u5b9e\uff0c\u54ea\u91cc\u505a\u7684\u597d\u54ea\u91cc\u505a\u7684\u4e0d\u597d\uff0c\u975e\u5e38\u76f4\u767d\u4e0d\u4f1a\u63a9\u76d6\uff0c\u6211\u89c9\u5f97\u8fd9\u79cd\u5766\u8bda\u662f\u6211\u7b2c\u4e00\u5370\u8c61\u3002<\/p>\n<p>\u7b2c\u4e8c\u4e2a\u5c31\u662f\u8bf4\u817e\u8baf\u603b\u4f53\u662f\u4e00\u4e2a\u57fa\u4e8etrust\uff0c\u800c\u4e0d\u662f\u57fa\u4e8emetric\u53bb\u8fd0\u8f6c\u7684\u516c\u53f8\uff0c\u6211\u89c9\u5f97\u8fd9\u4e00\u70b9\u5bf9\u4e8e\u505aAI\u662f\u975e\u5e38\u91cd\u8981\u7684\uff0c\u5305\u62ec\u6211\u89c9\u5f97\u6211\u4eec\u7684\u6587\u5316\u6709\u975e\u5e38low ego\uff0c\u6709\u975e\u5e38solid\u7684\u8fd9\u4e00\u9762\uff0c\u6211\u89c9\u5f97\u8fd9\u4e9b\u6587\u5316\u5bf9\u4e8e\u957f\u671f\u505a\u4e00\u4e2aAI\u7684\u7ec4\u7ec7\u662f\u975e\u5e38\u91cd\u8981\u7684\uff0c\u5305\u62ec\u6211\u4eec\u5bf9\u957f\u671f\u4e3b\u4e49\u7684\u575a\u6301\uff0c\u6240\u4ee5AI\u4e0b\u534a\u573a\u6700\u91cd\u8981\u662f\u4ec0\u4e48\uff1f\u6211\u4e2a\u4eba\u89c9\u5f97\u5c31\u662f\uff0c\u6211\u4eec\u5e94\u8be5\u5728\u4e2d\u56fd\u5efa\u7acb\u4e00\u4e2a\u957f\u671f\u7684\u57fa\u4e8eAGI\u7684\u7ec4\u7ec7\uff0c\u4eca\u5929\u7684AI\u4e3b\u8981\u6709\u4e09\u90e8\u5206\uff1a<\/p>\n<p>\u9996\u5148\u662ffoundation\u7684\u90e8\u5206\uff0c\u6211\u4eec\u600e\u4e48\u6837\u628a\u9884\u8bad\u7ec3\u548c\u540e\u8bad\u7ec3\u6700\u57fa\u7840\u7684\u4e1c\u897f\u505a\u5f97\u975e\u5e38solid\u3002<\/p>\n<p>\u7b2c\u4e8c\u90e8\u5206\u662f\u4ea7\u54c1\uff0c\u6211\u4eec\u600e\u4e48\u6837\u628a\u8fd9\u6837\u7684\u6280\u672f\uff0c\u771f\u7684\u4e3a\u4eba\u548c\u793e\u4f1a\u4ea7\u751f\u4ef7\u503c\u3002<\/p>\n<p>\u7b2c\u4e09\u4e2a\u662ffrontier\uff0c\u6211\u4eec\u600e\u4e48\u6837\u63a2\u7d22\u65b0\u7684\u7814\u7a76\u8303\u5f0f\uff0c\u63a2\u7d22\u65b0\u7684\u673a\u4f1a\u3002<\/p>\n<p>\u6211\u89c9\u5f97\u6700\u91cd\u8981\u7684\u662f\u6211\u4eec\u6784\u5efa\u4e00\u4e2a\u975e\u5e38\u5747\u8861\u7684\u4e09\u89d2\u5f62\u4e00\u6837\u7684\u7ec4\u7ec7\u3002<\/p>\n<p>\u6211\u89c9\u5f97\u5bf9\u4e8e\u505afoundation\u6765\u8bf4\uff1a<\/p>\n<p>\u7b2c\u4e00\u6700\u91cd\u8981\u7684\u662f\u6709\u5145\u8db3<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e8%b5%84%e6%ba%90\" title=\"View all posts in \u8d44\u6e90\" target=\"_blank\" class=\"tag_link\">\u8d44\u6e90<\/a>\u3002<\/p>\n<p>\u7b2c\u4e8c\u5c31\u662f\u9700\u8981\u6b63\u786e\u7684\u505a\u4e8b\u7684\u65b9\u5f0f\uff0c\u8fd9\u4e9b\u548c\u6211\u521a\u624d\u8bf4\u7684\u6587\u5316\u4e5f\u662f\u543b\u5408\u7684\u3002\u5bf9\u4e8e\u4ea7\u54c1\u6765\u8bf4\uff0c\u6709\u597d\u7684\u4ea7\u54c1\u7684sense\uff0c\u6709\u8fd9\u79cd\u505a\u4ea7\u54c1\u7684\u4eba\u662f\u81f3\u5173\u91cd\u8981\u7684\u3002<\/p>\n<p>\u7b2c\u4e09\u4e2a\uff0c\u5728\u4e2d\u56fd\u6211\u4eec\u4eca\u5929\u6240\u505a\u7684\u524d\u6cbf\u63a2\u7d22\u4e0d\u591f\u591a\uff0c\u6240\u4ee5\u6211\u5e0c\u671b\u80fd\u628afrontier exploration\u7684\u7cbe\u795e\u80fd\u66f4\u591a\u5730\u6ce8\u5165\u5230\u6211\u4eec\u7ec4\u7ec7\u4e2d\u3002<\/p>\n<p><strong>\u6c64\u9053\u751f\uff1a<\/strong>\u4f60\u63d0\u5230\u7684\u804a\u7684\u8fc7\u7a0b\u4e2d\u611f\u53d7\u5230\u7684\u771f\u8bda\u6216\u8005\u52a1\u5b9e\u7684\u6c1b\u56f4\uff0c\u4e5f\u662f\u7ecf\u5e38\u6211\u8ddf\u5ba2\u6237\u4ea4\u6d41\u5f97\u5230\u7684\u53cd\u9988\uff0c\u6211\u89c9\u5f97\u6211\u4eec\u7684\u505a\u4e8b\u65b9\u5f0f\uff0c\u505a\u4ea7\u54c1\u7684\u7406\u5ff5\uff0c\u5176\u5b9e\u4e5f\u662f\u6bd4\u8f83\u5b9e\u4e8b\u6c42\u662f\u7684\uff0c\u6bd5\u7adfAI\u8d5b\u9053\u662f\u957f\u8dd1\uff0c\u6211\u89c9\u5f97\u6709\u65f6\u5019\u8ba4\u77e5\u4e5f\u5f88\u91cd\u8981\uff0c\u6211\u4eec\u505a\u7684\u597d\u7684\u548c\u4e0d\u597d\u7684\u4e5f\u5f97\u8ba4\uff0c\u4f46\u5173\u952e\u662f\u4e00\u4e2a\u591a\u7ef4\u5ea6\u7684\u7ade\u8d5b\uff0c\u6211\u4eec\u770b\u5230\u73b0\u5728\u6a21\u578b\u6709\u5f88\u591a\u8fdb\u6b65\uff0c\u6211\u4eec\u505a\u4ea7\u54c1\u5176\u5b9e\u4e5f\u662f\u6709\u8d8a\u6765\u8d8a\u591a\u7684\u5f62\u6001\uff0c\u4e0d\u540c\u7684\u573a\u666f\u6709\u4e0d\u540c\u7684\u9700\u6c42\uff0c\u6211\u89c9\u5f97\u672a\u6765\u8fd8\u662f\u975e\u5e38\u53ef\u671f\u7684\u3002<\/p>\n<p>\u4f60\u521a\u521a\u63d0\u5230\u6a21\u578b\u8ddf\u4ea7\u54c1\uff0c\u4ea7\u54c1\u53ef\u4ee5\u8bf4\u63d0\u4f9b\u4e00\u4e2a\u73af\u5883\uff0c\u91cc\u9762\u8981\u7ed9\u6a21\u578b\u63d0\u4f9bcontext\u4e0a\u4e0b\u6587\uff0c\u6211\u60f3\u95ee\u4e00\u4e2a\u95ee\u9898\uff0c\u6211\u4eec\u5e73\u65f6\u5f00\u4f1a\u63d0\u7684\u6709\u4e00\u4e2a\u8bcd\u6bd4\u8f83\u591a\u662fCo-Design\uff0c\u600e\u4e48\u628a\u4ea7\u54c1\u5173\u6a21\u578b\u80fd\u591f\u6bd4\u8f83\u7d27\u5bc6\u5e95\u7ed3\u5408\u8d77\u6765\uff0c\u5c24\u5176\u4eca\u5929\u6709\u8fd9\u4e48\u591a\u4e30\u5bcc\u7684\u4ea7\u54c1\uff0c\u4ece\u6211\u4eec\u5408\u4f5c\u975e\u5e38\u7d27\u5bc6\u7684\u50cf\u5143\u5b9d\u8fd9\u6837\u7684\u4e00\u4e2a\u804a\u5929<span>\u673a\u5668\u4eba<\/span>\uff0c\u5305\u62ecAI\u641c\u7d22\uff0c\u4f01\u4e1a\u91cc\u9762\u4e5f\u6709\u90e8\u7f72\u667a\u80fd\u5ba2\u670d\u3001\u667a\u80fd\u8425\u9500\uff0c\u53e6\u5916\u6700\u8fd1\u975e\u5e38\u706b\u7684\u7c7b\u9f99\u867e\u50cfCodeBuddy\u3001Workbuddy\u8fd9\u6837\u7684\u4ea7\u54c1\uff0c\u5176\u5b9e\u5bf9\u4e8e\u6a21\u578b\u4f9d\u8d56\u5f88\u6df1\uff0c\u4f60\u600e\u4e48\u601d\u8003Co-Design\u8fd9\u4e2a\u65b9\u5f0f\uff1f<\/p>\n<p><strong>\u59da\u987a\u96e8\uff1a<\/strong>\u6709\u4e09\u70b9\uff1a<\/p>\n<p>\u9996\u5148CoDesign\u7684\u524d\u63d0\u5c31\u662f\u8bf4\u6a21\u578b\u672c\u8eab\u8981\u505a\u7684\u5f88solid\uff0c\u6709\u5f88\u591afoundational\u7684work\u8981\u505a\u597d\u3002\u9996\u5148\u6211\u89c9\u5f97\u9884\u8bad\u7ec3\u662f\u4e00\u4e2a\u76f8\u5bf9\u5c31\u662f\u4ea7\u54c1agnostic\u7684\u4e8b\u60c5\uff0c\u5b83\u505a\u7684\u975e\u5e38solid\u53ef\u4ee5\u63d0\u4f9b\u975e\u5e38\u5f3a\u7684foundation\uff0c\u800c\u4e14\u9884\u8bad\u7ec3\u5b83\u6700\u5927\u7684\u7279\u70b9\u5c31\u662f\u5b83\u662f\u4e00\u4e2a\u53ef\u6cdb\u5316\u5b66\u4e60\u8fc7\u7a0b\uff0c\u5b83\u7684\u8fdb\u6b65\u53ef\u4ee5\u5e26\u7ed9\u5404\u79cd\u5404\u6837\u4e0b\u6e38\u4efb\u52a1\u6301\u7eed\u7684\u4ef7\u503c\u63d0\u5347\u3002\u540e\u8bad\u7ec3\u6211\u89c9\u5f97\u6700\u91cd\u8981\u4e00\u70b9\u662f\u8981\u8bbe\u7acb\u597d\u6b63\u786e\u7684Eval\uff0c\u4e2d\u56fd\u5927\u5bb6\u6709\u4e2a\u4e0d\u597d\u7684\u503e\u5411\u662f\u5927\u5bb6\u559c\u6b22\u5237\u699c\uff0c\u4f46\u662f\u6211\u89c9\u5f97\u66f4\u91cd\u8981\u7684\u662f\u5982\u4f55\u5b9e\u4e8b\u6c42\u662f\u7684\u57fa\u4e8e\u4ea7\u54c1\uff0c\u57fa\u4e8e\u771f\u6b63\u7684\u5e94\u7528\uff0c\u6784\u9020\u66f4\u52a0\u771f\u5b9e\u7684Eval\u3002<\/p>\n<p>\u7b2c\u4e8c\u8981\u610f\u8bc6\u5230\u53ef\u80fd&ldquo;\u5b9e\u7528\u6027&rdquo;\u4ef7\u503c\u662f\u5927\u4e8e\u5237\u699c\u4ef7\u503c\uff0c\u8fd9\u4e00\u70b9\u6211\u4eec\u505a\u5927\u91cf\u5de5\u4f5c\uff0c\u8ddf\u5404\u79cd\u5404\u6837\u4ea7\u54c1\u8fdb\u884c\u4e86\u6df1\u5ea6Co-Design\uff0cCo-Design\u5f88\u5173\u952e\u4e00\u70b9\u5c31\u662f\u8981\u4ea7\u751f\u76f8\u4e92\u4fe1\u4efb\uff0c\u8fd9\u4e00\u70b9\u6211\u4eec\u505a\u4e86\u5927\u91cf\u5de5\u4f5c\uff0c\u53d6\u5f97\u4e92\u4fe1\uff0c\u600e\u4e48\u628a\u4ea7\u54c1\u6570\u636e\u7528\u597d\uff0c\u600e\u4e48\u628a\u56de\u6d41\uff0c\u600e\u4e48\u628aEval\u505a\u597d\uff0c\u6709\u5f88\u591a\u7ec6\u8282\uff0c\u6211\u5c31\u4e0d\u8d58\u8ff0\u3002<\/p>\n<p>\u7b2c\u4e09\u70b9\u6211\u60f3\u8bf4\uff0cLLM\u65f6\u4ee3\u548c\u8fc7\u53bb\u7684AI\u6700\u672c\u8d28\u7684\u533a\u522b\u5c31\u662f\u6cdb\u5316\u6027\uff0c\u5728LLM\u4e4b\u524d\u6bd4\u5982\u8bf4\u505a\u7ffb\u8bd1\u4ea7\u54c1\uff0c\u53ea\u8981\u628a\u7ffb\u8bd1\u6570\u636e\u505a\u7684\u7279\u522b\u597d\u5c31\u884c\u4e86\u3002\u4f60\u505a\u4e00\u4e2a\u56f4\u68cb\u7684\u7a0b\u5e8f\uff0c\u4f60\u53ea\u9700\u8981\u628a\u56f4\u68cb\u7684\u6570\u636e\u51c6\u5907\u7279\u522b\u597d\u5c31\u884c\u3002\u4f46\u662f\u4eca\u5929\u5373\u4f7f\u4f60\u60f3\u53ea\u505a\u4e00\u4e2aCoding Agent\uff0c\u4f60\u4f1a\u53d1\u73b0\u5176\u5b9e\u9700\u8981\u7684\u4e0d\u4ec5\u662fCoding Agent\u7684\u6570\u636e\uff0c\u4f60\u9700\u8981\u975e\u5e38\u597d\u7684\u804a\u5929\u80fd\u529b\uff0c\u975e\u5e38\u5f3a\u7684\u641c\u7d22\u80fd\u529b\uff0c\u975e\u5e38\u5f3a\u7684\u6307\u4ee4\u9075\u5faa\u80fd\u529b\uff0c\u975e\u5e38\u5f3a\u7684\u63a8\u7406\u80fd\u529b\uff0c\u5b83\u5176\u5b9e\u662f\u975e\u5e38\u590d\u5408\u7684data\u7684taxonomy\uff0c\u6211\u89c9\u5f97\u9700\u8981\u5bf9\u8fd9\u4e2a\u4e8b\u60c5\u6709\u4e00\u4e2ataste\u3002<\/p>\n<p>\u8fd9\u4e2a\u4e8b\u60c5\u7684\u63a8\u8bba\u5c31\u662f\u8bf4\u6709\u5f88\u591a\u4ea7\u54c1\u7684\u4f53\u7cfb\u5316\u5730\u65b9\uff0c\u4f1a\u6709\u6bd4\u8f83\u5927\u7684\u4f18\u52bf\uff0c\u6bd4\u5982\u8bf4\u6211\u4eec\u548c\u5143\u5b9d\u7684Co-Design\u4f7f\u6211\u4eec\u6a21\u578b\u4ea7\u751f\u5f88\u5f3a\u7684\u804a\u5929\u548c\u641c\u7d22\u80fd\u529b\uff0c\u8fd9\u6837\u7684\u80fd\u529b\u53c8\u53ef\u4ee5\u88ab\u8fc1\u79fb\u5230ima\u548cWorkbuddy\u5176\u4ed6\u7684\u4ea7\u54c1\uff0c\u6240\u4ee5\u8fd9\u4e9b\u4ea7\u54c1\u80fd\u591f\u63d0\u4f9b\u4e0d\u540c\u7684\u6570\u636e\uff0c\u4f46\u662f\u8fd9\u4e9b\u6570\u636e\u4e4b\u95f4\u53c8\u53ef\u4ee5\u76f8\u4e92\u6cdb\u5316\uff0c\u5b83\u5f62\u6210\u4e00\u4e2a\u50cf\u7f51\u7edc\u4e00\u6837\u7684\u4f53\u7cfb\uff0c\u6211\u89c9\u5f97\u8fd9\u4e00\u70b9\u7684\u4ef7\u503c\u8d8a\u6765\u8d8a\u91cd\u8981\u3002<\/p>\n<p><strong>\u6c64\u9053\u751f\uff1a<\/strong>\u5bf9\uff0c\u5916\u90e8\u7684\u699c\u4e5f\u5c5e\u4e8eEval\u7684\u4e00\u79cd\uff0c\u6240\u4ee5\u6211\u4eec\u5185\u90e8\u505aEval\u8ddf\u5916\u90e8\u7684\u8fd9\u79cd\u699c\u6709\u4ec0\u4e48\u533a\u522b\uff1f<\/p>\n<p><strong>\u59da\u987a\u96e8\uff1a<\/strong>\u9996\u5148benchmark\u8fd8\u662f\u6709\u5b83\u7684\u4ef7\u503c\u7684\uff0c\u4e0d\u662f\u5b8c\u5168\u6ca1\u6709\u4ef7\u503c\uff0c\u53ea\u662f\u8bf4\u8fd9\u4e9b\u699c\u975e\u5e38\u5bb9\u6613overfitting\u3002\u57fa\u4e8e\u771f\u5b9e\u4e16\u754c\u7684\u6570\u636e\u4f1a\u5bf9\u6a21\u578b\u7684\u7814\u53d1\u6709\u5e2e\u52a9\uff1a\u9996\u5148\u5c31\u662f\u4f60\u80fd\u53d1\u73b0\u6a21\u578b\u5f88\u591a\u5e95\u7ebf\u95ee\u9898\uff0c\u5b9e\u9645\u4e0a\u6211\u4eec\u5148\u53d1\u4e00\u4e2aPreview\u6a21\u578b\u6700\u4e3b\u8981\u7684\u76ee\u7684\u4e4b\u4e00\u662f\u5e0c\u671b\u80fd\u591f\u83b7\u5f97\u771f\u5b9e\u4e16\u754c\u53cd\u9988\uff0c\u80fd\u4fee\u590d\u5404\u79cd\u5404\u6837\u699c\u5355\u4e2d\u6ca1\u6709\u53d1\u73b0\u7684\u95ee\u9898\uff0c\u8fd9\u4e2a\u5728\u4f1a\u5728\u6b63\u5f0f\u7248\u4e0a\u9762\u6709\u5f88\u5927\u7684\u6539\u8fdb\u3002<\/p>\n<p>\u7b2c\u4e8c\u70b9\uff0c\u4f60\u5bf9\u771f\u5b9e\u7684Prompt distribution\u4f1a\u6709\u4e00\u4e2a\u66f4\u6df1\u7684\u4e86\u89e3\u3002\u6211\u4e3e\u4e2a\u4f8b\u5b50\uff0c\u6bd4\u5982\u8bf4benchmark\u4e0a\u9762\u7684\u8fd9\u4e9b\u9898\u76ee\u53ef\u80fd\u5b83\u90fd\u662f\u975e\u5e38\u7cbe\u786e\u7684\uff0c\u6709\u975e\u5e38\u957f\u7684concrete description\uff0c\u5b83\u53ef\u80fd\u4e00\u822c\u6765\u8bf4\u662f\u4e00\u4e2a\u5355\u7eaf\u7684\u95ee\u9898\uff0c\u4f46\u662f\u6211\u4eec\u77e5\u9053\u5728\u73b0\u5b9e\u573a\u666f\u4e2d\u53ef\u80fd\u5927\u5bb6\u95ee\u7684\u95ee\u9898\u90fd\u662f\u6bd4\u8f83\u6a21\u7cca\u7684\uff0c\u53ef\u80fd\u5c31\u4e00\u4e24\u53e5\u8bdd\uff0c\u5b83\u4f1a\u4e0d\u505c\u8ffd\u95ee\uff0c\u8fd9\u4e9b\u573a\u666f\u53ef\u4ee5\u542f\u53d1\u6211\u4eec\u600e\u4e48\u53bb\u66f4\u597d\u505a\u8fd9\u6837\u7684\u8bad\u7ec3\u3002<\/p>\n<p>\u7b2c\u4e09\u70b9\uff0c\u6211\u89c9\u5f97\u751a\u81f3\u6211\u4eec\u53ef\u4ee5\u5728\u8fd9\u4e9b\u4ea7\u54c1\u4e0a\u9762\u83b7\u5f97\u4e00\u4e9b\u7075\u611f\u53bb\u63a8\u8fdb\u73b0\u5728\u8fd8\u6ca1\u6709\u7684\u699c\u5355\u6216\u8005\u662f\u6ca1\u6709\u9886\u57df\u7684\u63a8\u8fdb\uff0c\u6bd4\u5982\u8bf4\u6211\u4eec\u6700\u8fd1\u505a\u4e86\u5f88\u591aContext learning\u7684\u5de5\u4f5c\uff0c\u5305\u62ec\u5143\u5b9d\u7684\u53cd\u9988\u4e5f\u7ed9\u6211\u4eec\u5f88\u5927\u7684\u542f\u53d1\u548c\u5e2e\u52a9\u3002\u6240\u4ee5\u6211\u89c9\u5f97\u4ea7\u54c1\u548c\u6a21\u578b\u7684\u4e92\u76f8\u6210\u5c31\u662f\u8d8a\u6765\u8d8a\u91cd\u8981\u7684\u4e00\u4e2aAI\u7684\u8bdd\u9898\u3002<\/p>\n<p><strong>\u6c64\u9053\u751f\uff1a<\/strong>\u6211\u8bb0\u5f97\u6211\u4eec\u65e9\u671f\u505a\u5143\u5b9d\u7684\u65f6\u5019\u8fd8\u78b0\u5230\u591a\u8f6e\u9075\u5faa\u7684\u95ee\u9898\uff0c\u597d\u50cf\u5728\u4f7f\u7528\u4ea7\u54c1\uff0c\u5927\u5bb6\u8fd9\u79cd\u8fed\u4ee3Prompt\u7684\u65b9\u5f0f\u8ddfbenchmark\u8fd8\u6709\u5dee\u5f02\uff0c\u771f\u6b63\u5728\u4ea7\u54c1\u91cc\u9762\u5927\u5bb6\u4f7f\u7528\u6240\u9700\u8981\u7684\u80fd\u529b\u786e\u5b9e\u597d\u50cf\u8ddfbenchmark\u8fd8\u6709\u86ee\u5927\u7684\u5dee\u5f02\u7684\u3002<\/p>\n<p><strong>\u59da\u987a\u96e8\uff1a<\/strong>\u4f60\u95ee\u6211\u8fd9\u4e48\u591a\u95ee\u9898\uff0c\u6211\u4e5f\u95ee\u4f60\u4e00\u4e2a\u95ee\u9898\u3002<\/p>\n<p><strong>\u6c64\u9053\u751f\uff1a<\/strong>\u6b22\u8fce\u3002<\/p>\n<p><strong>\u59da\u987a\u96e8\uff1a<\/strong>\u5176\u5b9e\u6211\u8bb0\u5f97\u6211\u7b2c\u4e00\u6b21\u8ddf\u60a8\u804a\u7684\u65f6\u5019\uff0c\u4f60\u8ddf\u6211\u8bb2\u4e86\u5f88\u591a\u4f60\u8fc7\u53bb\u7684\u7ecf\u5386\uff0c\u4eceQQ\u7a7a\u95f4\u3001QQ\u79c0\u7684\u65f6\u4ee3\uff0c\u4e00\u76f4\u5230\u6211\u5c0f\u5b66\u65f6\u5019\u6700\u559c\u6b22\u7684\u4ea7\u54c1\u3002<\/p>\n<p>\u5230QQ\u97f3\u4e50\uff0c\u5230\u4e91\u5230\u73b0\u5728\u7684\u5143\u5b9d\uff0c\u5176\u5b9e\u8ddf\u4f60\u804a\u5929\u5f88\u6709\u610f\u601d\uff0c\u56e0\u4e3a\u4f60\u505a\u8fc7\u5404\u79cd\u5404\u6837\u7684\u4ea7\u54c1\uff0cto C\u4e5f\u6709\uff0cto B\u4e5f\u6709\uff0c\u8fdc\u53e4\u65f6\u4ee3\u7684\u4e5f\u6709\uff0c\u6700\u8fd1AI\u65f6\u4ee3\u7684\u4ea7\u54c1\u4e5f\u6709\u3002\u6211\u6bd4\u8f83\u597d\u5947\uff0c\u4f60\u89c9\u5f97\u4f60\u505a\u4ea7\u54c1\u7684\u7b2c\u4e00\u6027\u539f\u7406\u662f\u4ec0\u4e48\uff0c\u4f60\u89c9\u5f97\u54ea\u4e9b\u7ecf\u9a8c\u548c\u4ef7\u503c\u662f\u4e0d\u53d8\u7684\uff1f\u54ea\u4e9b\u4e1c\u897f\u662f\u53d8\u7684\uff1f<\/p>\n<p><strong>\u6c64\u9053\u751f\uff1a<\/strong>\u6211\u89c9\u5f97\u5176\u5b9e\u6700\u7ec8\u505a\u4ea7\u54c1\u8fd8\u662f\u672c\u7740\u7528\u6237\u5230\u5e95\u6709\u4ec0\u4e48\u9700\u6c42\uff0c\u6211\u5230\u5e95\u600e\u4e48\u53bb\u89e3\u51b3\u4ed6\u7684\u75db\u70b9\uff0c\u600e\u4e48\u53bb\u7ed9\u7528\u6237\u6216\u8005\u5ba2\u6237\u521b\u9020\u4ef7\u503c\u3002\u5728\u4e0d\u540c\u7684\u65f6\u4ee3\uff0c\u751a\u81f3\u4e0d\u540c\u7684\u884c\u4e1a\uff0c\u4f60\u505a\u4e00\u4e2a\u4ea7\u54c1\u8fd8\u662f\u9700\u8981\u80fd\u591f\u7ed9\u7528\u6237\u5e26\u6765\u4ef7\u503c\uff0c\u4ed6\u624d\u4f1a\u4e70\u5355\uff0c\u624d\u4f1a\u4f7f\u7528\u3002\u6240\u4ee5\u6211\u5012\u89c9\u5f97\u4ecePC\u4e92\u8054\u7f51\u65f6\u4ee3\u6211\u4eec<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%81%9a%e7%a9%ba\" title=\"View all posts in \u505a\u7a7a\" target=\"_blank\" class=\"tag_link\">\u505a\u7a7a<\/a>\u95f4\u3001\u79fb\u52a8\u7684\u65f6\u4ee3\u505a\u5404\u79cd\u5404\u6837\u7684\u4ea7\u54c1\u3001\u5185\u5bb9\u7684\u4ea7\u54c1\uff0c\u5230\u4ea7\u4e1a\u4e92\u8054\u7f51\u505a\u4e91\uff0c\u5176\u5b9e\u6211\u4eec\u4e5f\u8981\u82b1\u597d\u591a\u7684\u65f6\u95f4\u3001\u7cbe\u529b\u53bb\u542c\u5ba2\u6237\u7684\u58f0\u97f3\uff0c\u5c1d\u8bd5\u53bb\u5e2e\u52a9\u4ed6\u4eec\u53bb\u89e3\u51b3\u4ed6\u7684\u95ee\u9898\u3002\u5e95\u5c42\u7684\u903b\u8f91\u5176\u5b9e\u6ca1\u6709\u8fd9\u4e48\u5927\u7684\u53d8\u5316\u3002<\/p>\n<p>\u4f46\u786e\u5b9e\u6211\u89c9\u5f97\u5728PC\u4e92\u8054\u7f51\u3001\u79fb\u52a8\u4e92\u8054\u7f51\u65f6\u4ee3\u505a\u4ea7\u54c1\u8ddf\u4eca\u5929\u5728AI\u65f6\u4ee3\u505a\u4ea7\u54c1\u8fd8\u662f\u6709\u86ee\u591a\u4e0d\u4e00\u6837\u7684\u5730\u65b9\u3002\u9996\u5148\u4ece\u8303\u5f0f\u7684\u89d2\u5ea6\u6765\u770b\uff0c\u5728AI\u65f6\u4ee3\u4ee5\u524d\u6211\u4eec\u505a\u4ea7\u54c1\u5f88\u591a\u65f6\u5019\u60f3\u7684\u662f\u901a\u8fc7\u529f\u80fd\u6765\u6ee1\u8db3\u7528\u6237\u7684\u9700\u6c42\uff0c\u4f60\u4f5c\u4e3a\u4e00\u4e2a\u4ea7\u54c1\u63d0\u4f9b\u65b9\u3001\u670d\u52a1\u63d0\u4f9b\u65b9\uff0c\u4f60\u60f3\u6e05\u695a\u6211\u63d0\u4f9b\u600e\u4e48\u6837\u7684\u4e00\u4e2a\u80fd\u529b\uff0c\u8ba9\u7528\u6237\u53ef\u80fd\u901a\u8fc7\u67d0\u4e9b\u83dc\u5355\u53bb\u9009\uff0c\u597d\u50cf\u662f\u4e00\u4e9b&ldquo;\u9884\u5236\u83dc&rdquo;\uff0c\u4f60\u53ea\u80fd\u5728\u91cc\u9762\u53bb\u70b9\u4e00\u6837\u3002<\/p>\n<p>\u4f46\u5728AI\u65f6\u4ee3\u505a\u4ea7\u54c1\uff0c\u5b83\u7684\u90a3\u79cd\u5f00\u653e\u5f0f\u7684\u670d\u52a1\u5f62\u6001\u5c31\u4f1a\u5e26\u6765\u5f88\u4e0d\u4e00\u6837\u7684\u8981\u6c42\u8ddf\u6311\u6218\uff0c\u7528\u7b80\u5355\u7684\u4ea4\u4e92\u65b9\u5f0f\u53ef\u80fd\u662f\u81ea\u7136\u8bed\u8a00\uff0c\u53ef\u80fd\u662f\u8bed\u97f3\uff0c\u5176\u5b9e\u4f5c\u4e3a\u4ea7\u54c1\u65b9\u4f60\u4e5f\u4e0d\u77e5\u9053\u7528\u6237\u4f1a\u95ee\u4ec0\u4e48\u3002\u6240\u4ee5\u8981\u5145\u5206\u5229\u7528\u6a21\u578b\u80fd\u529b\u53bb\u7406\u89e3\u7528\u6237\u7684\u9700\u6c42\uff0c\u7136\u540e\u901a\u8fc7\u6bd4\u5982\u8bf4\u4eca\u5929\u5927\u6a21\u578b\u7684\u8fd9\u79cd\u903b\u8f91\u63a8\u7406\uff0c\u80fd\u53bb\u8c03\u7528\u5de5\u5177\u7684\u80fd\u529b\uff0c\u4ea7\u54c1\u53bb\u7ed9\u6a21\u578b\u63d0\u4f9b\u5404\u79cd\u5404\u6837\u53ef\u4ee5\u7528\u7684\u5de5\u5177\uff0c\u6765\u5e94\u5bf9\u8fd9\u79cd\u5f00\u653e\u5f0f\u7684\u9700\u6c42\uff0c\u8fd9\u4e2a\u662f\u6211\u89c9\u5f97\u8ddf\u6211\u4eec\u8fc7\u53bb\u505a\u4ea7\u54c1\u5f88\u4e0d\u4e00\u6837\u7684\u5730\u65b9\u3002<\/p>\n<p>\u751a\u81f3\u4e5f\u5305\u62ec\u4f60\u521a\u521a\u63d0\u5230\u7684Eval\uff0c\u4ee5\u524d\u6211\u4eec\u505a\u4ea7\u54c1\u6709\u5f88\u6e05\u6670\u5f88\u5177\u4f53\u7684\u4ea7\u54c1\u7684\u7ec6\u8282\u529f\u80fd\u7684\u63cf\u8ff0\uff0c\u600e\u4e48\u53bb\u505a\u8bbe\u8ba1\u3001\u505a\u7814\u53d1\u3001\u505a\u6d4b\u8bd5\uff0c\u6211\u89c9\u5f97\u90a3\u4e2a\u7011\u5e03\u5f0f\u7684\u6d41\u7a0b\u4e5f\u6bd4\u8f83\u6e05\u6670\u3002\u4f46\u662f\u505aAI\u4ea7\u54c1\uff0c\u6211\u53d1\u73b0\u6700\u5927\u7684\u53d8\u5316\u662f\u6211\u4eec\u6574\u4e2a\u6d41\u7a0b\u53ef\u80fd\u90fd\u8981\u91cd\u65b0\u8bbe\u8ba1\uff0c\u5c24\u5176\u4eca\u5e74\u5927\u90e8\u5206\u7684\u4ee3\u7801\u90fd\u7531AI\u751f\u6210\uff0c\u6211\u4eec\u7684\u5de5\u7a0b\u5e08\u53ef\u80fd\u4f1a\u82b1\u66f4\u591a\u7684\u65f6\u95f4\u53bb\u505a\u8bbe\u8ba1\uff0c\u67b6\u6784\u7684\u8bbe\u8ba1\uff0c\u628a\u5199\u4ee3\u7801\u7684\u5de5\u4f5c\u90fd\u4ea4\u7ed9AI\u4e86\uff0c\u7136\u540e\u5b9a\u671f\u53bb\u6307\u5bfc\u4e00\u4e0b\u3001\u4fee\u6b63\u4e00\u4e0b\u3002\u7136\u540e\u6d4b\u8bd5\u4e5f\u8981\u5de6\u79fb\uff0c\u66f4\u524d\u7f6e\u53bb\u60f3\u6e05\u695a\u9488\u5bf9\u6211\u4eec\u5404\u79cd\u6848\u4f8bEval\u3001\u73af\u5883\uff0c\u6211\u4eec\u5bf9\u4e8e\u5f00\u653e\u5f0f\u7b54\u6848\u7684\u8981\u6c42\uff0c\u751a\u81f3alignment\u600e\u4e48\u5bf9\u9f50\uff0c\u6211\u4eec\u7528\u6237\u6240\u9700\u8981\u7684\u90a3\u79cd\u98ce\u683c\uff0c\u6211\u611f\u89c9\u4eca\u5929\u65f6\u4ee3\u505a\u4ea7\u54c1\u5176\u5b9e\u8981\u6c42\u7684\u80fd\u529b\u66f4\u5168\u9762\u3002<\/p>\n<p><strong>\u59da\u987a\u96e8\uff1a<\/strong>\u66f4\u96be\u4e86\u3002<\/p>\n<p><strong>\u6c64\u9053\u751f\uff1a<\/strong>\u66f4\u96be\u4e86\u3002\u6211\u95ee\u4f60\u4e00\u4e0b\u6df7\u51433\uff0c\u5927\u5bb6\u90fd\u5728\u8bf4Hy3 preview\u662f\u4f60\u817e\u8baf\u7684\u9996\u79c0\uff0c\u5177\u4f53\u6df7\u51433\u505a\u4ec0\u4e48\u6539\u53d8\uff0c\u4f60\u80fd\u7ed9\u5927\u5bb6\u4ecb\u7ecd\u4e00\u4e0b\u5417\uff1f<\/p>\n<p><strong>\u59da\u987a\u96e8\uff1a<\/strong>\u5176\u5b9e\u6211\u89c9\u5f97\u6ca1\u6709\u4ec0\u4e48\u79d8\u5bc6\uff0c\u4eca\u5929\u505a\u5927\u6a21\u578b\u4ece\u67d0\u79cd\u7a0b\u5ea6\u6765\u8bf4\u6bd4\u8f83Trivial\u7684\u4e8b\u60c5\uff0c\u6211\u4eec\u5e94\u8be5\u628aInfrastructure\u505a\u597d\uff0c\u6211\u4eec\u5e94\u8be5\u628a\u6570\u636e\u505a\u597d\uff0c\u7b97\u6cd5\u7684\u90e8\u5206\u53cd\u800c\u662f\u6bd4\u8f83\u7b80\u5355\u7684\u3002\u5176\u5b9e\u6211\u89c9\u5f97\u4e3b\u8981\u51e0\u4e2a\u70b9\u5427\u3002<\/p>\n<p>\u7b2c\u4e00\uff0c\u6211\u4eec\u628aInfrastructure\u91cd\u5efa\u4e86\uff0c\u65e0\u8bba\u662f\u9884\u8bad\u7ec3\u8fd8\u662f\u5f3a\u5316\u5b66\u4e60\u3002\u7b2c\u4e8c\u662f\u6211\u4eec\u628a\u6570\u636e\u548cEval\u505a\u4e86\u5f88\u5927\u7684\u6539\u53d8\uff0c\u5982\u4f55\u53bb\u5b9a\u4e49\u66f4\u771f\u5b9e\u7684\u95ee\u9898\uff0c\u5982\u4f55\u4e30\u5bcc\u6570\u636e\u7684taxonomy\uff0c\u5982\u4f55\u53bb\u63d0\u9ad8\u6570\u636e\u7684\u8d28\u91cf\uff0c\u8fd9\u662f\u4e00\u4e2a\u6c38\u65e0\u6b62\u5883\u7684\u8ffd\u6c42\u3002<\/p>\n<p>\u7b2c\u4e09\uff0c\u6211\u89c9\u5f97\u5f88\u91cd\u8981\u7684\u5f88\u591a\u51b3\u7b56\u5176\u5b9e\u5305\u62ec\u600e\u4e48\u53bb\u62db\u4eba\uff0c\u600e\u4e48\u53bb\u8bbe\u7acb\u6a21\u578b\u7684\u8282\u594f\uff0c\u600e\u4e48\u53bb\u6bcf\u5929\u6709\u5f88\u591a\u7684Decision \u8981\u8003\u8651\u5f88\u591aTrade off\uff0c\u6211\u89c9\u5f97\u53ef\u80fd\u6ca1\u6709\u4e00\u4e2a\u5f88\u6e05\u6670\u7684\u516c\u5f0f\uff0c\u6211\u89c9\u5f97\u662f\u4e00\u4e2a\u5f88Taste driven\u7684\u4e8b\u60c5\u3002\u6240\u4ee5\u6211\u5176\u5b9e\u633a\u597d\u5947\u95ee\u4f60\u4e00\u4e2a\u95ee\u9898\u7684\uff0c\u56e0\u4e3a\u60a8\u521a\u521a\u8ddf\u6211\u8ba8\u8bbaCo-Design\u8fd9\u4e2a\u6982\u5ff5\uff0c\u6211\u5f88\u597d\u5947\u60a8\u5bf9Co-Design\u8fd9\u4ef6\u4e8b\u60c5\u662f\u600e\u4e48\u60f3\u7684\uff0c\u4f60\u89c9\u5f97\u54ea\u4e9b\u4e8b\u60c5\u662f\u5e94\u8be5\u6a21\u578b\u505a\u7684\uff0c\u54ea\u4e9b\u662f\u4ea7\u54c1\u5e94\u8be5\u505a\u7684\uff1f<\/p>\n<p><strong>\u6c64\u9053\u751f\uff1a<\/strong>\u6211\u89c9\u5f97Co-Design\u5728\u4e0d\u540c\u9636\u6bb5\uff0c\u8fc7\u53bb\u8fd9\u4e24\u5e74\u5176\u5b9e\u662f\u4e00\u76f4\u5728\u53d8\u5316\u7684\uff0c\u6211\u89c9\u5f97\u8fd9\u4e2a\u53d8\u5316\u67d0\u79cd\u7a0b\u5ea6\u6765\u8bb2\u662f\u968f\u7740\u6a21\u578b\u80fd\u529b\u7684\u5347\u7ea7\u800c\u53d8\u5316\uff0c\u5f53\u7136\u6574\u4e2a\u884c\u4e1a\u3001\u5e02\u573a\u3001\u7528\u6237\u7684\u9700\u6c42\u4ed6\u5728\u53d8\u5316\u7684\u8fc7\u7a0b\u4e2d\u4e5f\u4f1a\u5e26\u6765\u6211\u4eec\u4e24\u8fb9\u6a21\u578b\u8ddf\u4ea7\u54c1\u9700\u8981\u66f4\u597d\u53bb\u6ee1\u8db3\u3002\u7ed9\u6211\u4e00\u4e2a\u6bd4\u8f83\u6df1\u7684\u611f\u53d7\u662f\u600e\u4e48\u53bb\u5bf9\u9f50\uff0c\u56e0\u4e3a\u5728\u6211\u4eec\u4e00\u8d77\u53bb\u505a\u4ea7\u54c1\uff0c\u53bb\u505a\u5bf9\u9f50\u4f1a\u7684\u65f6\u5019\uff0c\u6211\u4eec\u6709\u5f88\u591a\u4e0d\u540c\u7684\u51b3\u7b56\uff0c\u4ea7\u54c1\u53ef\u80fd\u8981\u9488\u5bf9\u67d0\u4e2a\u65b9\u5411\u53bb\u89e3\u51b3\u4e00\u4e9b\u95ee\u9898\uff0c\u6a21\u578b\u5230\u5e95\u600e\u4e48\u505a\u53bb\u6ee1\u8db3\u8fd9\u4e2a\u9700\u6c42\uff0c\u4f46\u662f\u4f60\u8981\u56de\u5230\u6a21\u578b\u9700\u8981\u6570\u636e\uff0c\u6570\u636e\u5e94\u8be5\u600e\u4e48\u6807\u6ce8\uff0c\u5230\u4ec0\u4e48\u9897\u7c92\u5ea6\uff0c\u5230\u5e95\u4ec0\u4e48\u662f\u597d\u7684\u6807\u6ce8\uff0c\u4ec0\u4e48\u662f\u4e0d\u597d\u7684\u6807\u6ce8\uff0c\u56e0\u4e3a\u6709\u4e00\u4e9b\u5730\u65b9\u8981\u5956\u52b1\uff0c\u6709\u4e00\u4e9b\u5730\u65b9\u8981\u60e9\u7f5a\u3002<\/p>\n<p>\u7136\u540e\u8fd8\u6709Eval\uff0c\u8fd8\u6709\u8bc4\u6d4b\uff0c\u56e0\u4e3a\u5982\u679c\u4ea7\u54c1\u8ba4\u4e3a\u597d\u7684\u4ea7\u54c1\u4f53\u9a8c\uff0c\u8bc4\u6d4b\u662f\u4e0d\u8ba4\u540c\u7684\u8bdd\uff0c\u5927\u5bb6\u5176\u5b9e\u505a\u51fa\u6765\u7684\u4ea7\u54c1\u5c31\u4f1a\u4e0d\u4e00\u81f4\u4e86\u3002\u6240\u4ee5Co-Design\u7ed9\u6211\u7684\u611f\u89c9\u66f4\u591a\u662f\u5728\u9879\u76ee\u7ec4\u91cc\u9762\u4e0d\u540c\u7684\u89d2\u8272\u53c2\u4e0e\u5230\u4ea7\u54c1\u7684\u8bbe\u8ba1\uff0c\u5b9a\u4e86\u4e00\u4e9b\u4ea7\u54c1\u7684\u76ee\u6807\u65b9\u5411\uff0c\u600e\u4e48\u8ba9\u591a\u4e2a\u89d2\u8272\u80fd\u591f\u5bf9\u4e8e\u4e00\u4e9b\u5f00\u653e\u5f0f\u95ee\u9898\u6709\u6bd4\u8f83\u597d\u7684\u5bf9\u9f50\uff0c\u5982\u679c\u6ca1\u6709\u505a\u5230\u8fd9\u6837\u4e00\u4e2a\u5bf9\u9f50\u7684\u8bdd\uff0c\u4f60\u4f1a\u53d1\u73b0\u4ea7\u54c1\u7684\u884c\u4e3a\u4f1a\u4e0d\u53ef\u9884\u6d4b\u3002\u751a\u81f3\u6709\u65f6\u5019\u4f1a\u6709\u4e00\u4e9b\u968f\u673a\u6027\uff0c\u56e0\u4e3a\u6a21\u578b\u8bad\u7ec3\u7684\u8fc7\u7a0b\u53ef\u80fd\u4e5f\u88ab\u6df7\u6dc6\u4e86\u3002\u6240\u4ee5\u8fd9\u662f\u6211\u8fd9\u4e24\u5e74\u8ddf\u505a\u4ea7\u54c1\u8ddf\u6a21\u578b\u56e2\u961f\u505aCo-Design\u7684\u4e00\u4e2a\u6bd4\u8f83\u6df1\u7684\u611f\u53d7\u3002\u60a8\u89c9\u5f97\u5462\uff1f<\/p>\n<p><strong>\u59da\u987a\u96e8\uff1a<\/strong>\u5176\u5b9e\u6211\u662f\u89c9\u5f97\uff0c\u5c31\u50cf\u6211\u521a\u521a\u8bf4\u7684\uff0c\u9996\u5148\u6700\u96be\u7684\u4e00\u70b9\u662f\u8981\u5efa\u7acbTrust\uff0c\u6bd5\u7adf\u6211\u89c9\u5f97\u540c\u7406\u5fc3\u5f88\u91cd\u8981\uff0c\u56e0\u4e3a\u8bf4\u5230\u5e95\u505a\u6a21\u578b\u7684\u76ee\u6807\u548c\u505a\u4ea7\u54c1\u7684\u76ee\u6807\u6709\u5f88\u591aalign\u7684\u90e8\u5206\uff0c\u4e5f\u6709\u5f88\u591a\u4e0dalign\u7684\u90e8\u5206\u3002\u5c31\u662f\u6a21\u578b\u4eba\u5e0c\u671b\u6211\u80fd\u529b\u8d8a\u5f3a\u8d8a\u597d\uff0c\u4f46\u662f\u4ea7\u54c1\u7684\u4eba\u89c9\u5f97\u7528\u6237\u9700\u6c42\u8d8a\u6ee1\u8db3\u8d8a\u597d\u3002\u6240\u4ee5\u5929\u7136\u6709\u5f88\u591a\u4e0dalign\u7684\u90e8\u5206\uff0c\u6211\u89c9\u5f97\u5f88\u91cd\u8981\u7684\u4e00\u70b9\u662f\u8981\u6709\u6362\u4f4d\u601d\u8003\u7684\u80fd\u529b\u3002<\/p>\n<p>\u5176\u5b9e\u5c31\u662f\u4f60\u521a\u521a\u95ee\u6211\u5143\u5b9d\u6211\u4eec\u662f\u600e\u4e48\u4e00\u6b65\u4e00\u6b65Co-Design\u7684\uff0c\u5176\u5b9e\u4e00\u4e2a\u5f88\u91cd\u8981\u7684\u7ec6\u8282\u662f\uff0c\u6211\u4eec\u5f53\u65f6\u662f\u6d3e\u4e86\u540e\u8bad\u7ec3\u6700\u5f3a\u7684\u9aa8\u5e72\u529b\u91cf\uff0c\u53bb\u5e2e\u52a9\u5143\u5b9d\u628a\u540e\u8bad\u7ec3\u505a\u597d\u3002\u5f53\u65f6\u6211\u4eec\u81ea\u5df1\u7684\u9884\u8bad\u7ec3\u8fd8\u6ca1\u6709\u51c6\u5907\u597d\uff0c\u4f46\u662f\u6211\u4eec\u77e5\u9053\u7ef4\u62a4\u5143\u5b9d\u8fd9\u6837\u7684\u4ea7\u54c1\u4ee5\u53ca\u5b83\u7684DAU\u4f1a\u5bf9\u6211\u4eec\u63a5\u4e0b\u6765\u505a\u6a21\u578b\u4e5f\u975e\u5e38\u975e\u5e38\u91cd\u8981\uff0c\u800c\u4e14\u5bf9\u4e8e\u521b\u65b0\u7684\u5408\u4f5c\u975e\u5e38\u91cd\u8981\u3002<\/p>\n<p>\u6240\u4ee5\u5f53\u65f6\u5176\u5b9e\u5f88\u591a\u7b97\u6cd5\u540c\u5b66\u4e0d\u7406\u89e3\uff0c\u6211\u9700\u8981\u53bb\u5f88\u52aa\u529b\u89e3\u91ca\uff0c\u4f46\u662f\u73b0\u5728\u770b\u8d77\u6765\u8fd9\u4e9b\u52aa\u529b\u90fd\u662fTrade off\uff0c\u6211\u89c9\u5f97\u8fd9\u6837\u4e00\u4e2a\u52a8\u4f5c\u8ba9\u4ea7\u54c1\u610f\u8bc6\u5230\u6a21\u578b\u7684\u540c\u5b66\u662f\u771f\u7684\u5728\u4e3a\u4ea7\u54c1\u7740\u60f3\uff0c\u6211\u89c9\u5f97\u8fd9\u4e2a\u5176\u5b9e\u5bf9\u4e8e\u6211\u4eec\u4e4b\u540e\u7684\u5408\u4f5c\uff0c\u5305\u62ecHy3 preview\u5728\u5143\u5b9d\u4e0a\u6210\u529f\u4e0a\u7ebf\u8d77\u5230\u4e86\u975e\u5e38\u91cd\u8981\u7684\u4f5c\u7528\u3002\u5f53\u7136\u6709\u5f88\u591a\u6280\u672f\u7684\u90e8\u5206\u53ef\u4ee5\u63a2\u8ba8\uff0c\u4f46\u662f\u6700\u96be\u7684\u90e8\u5206\u53cd\u800c\u662f\u600e\u4e48\u6837\u5efa\u7acb\u4fe1\u4efb\uff0c\u600e\u4e48\u6837\u6362\u4f4d\u601d\u8003\u3002<\/p>\n<p><strong>\u6c64\u9053\u751f\uff1a<\/strong>\u5bf9\uff0c\u975e\u5e38\u8ba4\u540c\u3002\u6211\u6362\u4e00\u4e2a\u8bdd\u9898\uff0c\u4f60\u662fReAct\u67b6\u6784\u7684\u63d0\u51fa\u8005\uff0c\u535a\u58eb\u7814\u7a76\u4e5f\u662f\u56f4\u7ed5\u7740\u8bed\u8a00\u667a\u80fd\u4f53\u5c55\u5f00\u7684\uff0c\u4f60\u51e0\u5e74\u524d\u7684\u4e00\u4e9b\u89c2\u70b9\u5230\u4eca\u5929\u5151\u73b0\u4e86\u5417\uff1f\u6bd4\u5982\u6709\u54ea\u4e9b\uff1f<\/p>\n<p><strong>\u59da\u987a\u96e8\uff1a<\/strong>\u90a3\u5929\u6211\u633a\u611f\u6168\u7684\uff0c\u6211\u91cd\u65b0\u8bfb\u4e86\u81ea\u5df1\u7684\u535a\u58eb\u8bba\u6587\uff0c\u611f\u89c9\u53c8\u56de\u5230\u4e00\u4e2a\u5f88\u8fdc\u53e4\u65f6\u4ee3\uff0c\u6211\u7684\u535a\u58eb\u8bba\u6587\u7684title\u53eb\u505alanguage Agent from next token prediction to digital automation\uff0c\u662f2019\u5e74\u3002<\/p>\n<p><strong>\u6c64\u9053\u751f<\/strong>\uff1a7\u5e74\u524d\u3002<\/p>\n<p><strong>\u59da\u987a\u96e8<\/strong>\uff1a\u90a3\u4e2a\u65f6\u5019Literally\u5c31\u662f\u6211\u4eec\u7684GPT2\uff0c\u90a3\u4e2a\u65f6\u5019\u5b83\u53ea\u80fd\u505aNext token prediction\uff0c\u800c\u4e14\u5b83\u4ea7\u751f\u4e00\u6bb5\u8bdd\u4e0d\u592a\u8fde\u7eed\uff0c\u6216\u8005\u6709\u5f88\u591a\u6bdb\u523a\uff0c\u6240\u4ee5\u5f53\u65f6\u4eba\u4eec\u5f88\u96be\u60f3\u8c61\u5230\u5b83\u6709\u4e00\u5929\u6210\u4e3a\u4e00\u4e2a\u6539\u53d8\u4e16\u754c\u7684\u529b\u91cf\uff0c\u5f53\u65f6\u6211\u89c9\u5f97\u53ef\u80fd\u5927\u5bb6\u505a\u7684\u7814\u7a76\uff0c\u7a0d\u5fae\u6709\u60f3\u50cf\u529b\u505a\u4e00\u4e9b\u7814\u7a76\uff0c\u6bd4\u5982\u8bf4\u4e2d\u56fd\u9996\u90fd\u662f\uff0c\u5982\u679c\u505aNext token prediction\u5b83\u4f1a\u56de\u7b54\u5317\u4eac\uff0csomehow\u5b83\u662f\u4e00\u4e2a\u6709Knowledge\u7684\u4e8b\u60c5\uff0c\u80fd\u505a\u5230\u8fd9\u4e00\u70b9\u5927\u5bb6\u5f53\u65f6\u975e\u5e38\u5f00\u5fc3\uff0c\u89c9\u5f97\u8fd9\u4e2a\u6280\u672f\u5f88\u6709\u610f\u601d\u3002<\/p>\n<p>\u5f53\u65f6\u6211\u7684\u60f3\u8c61\u529b\u6bd4\u8f83\u72c2\u91ce\uff0c\u6211\u89c9\u5f97GPT\u662f\u4e00\u4e2a\u975e\u5e38\u4f18\u7f8e\u7684\u4e1c\u897f\uff0c\u5410\u4e0b\u4e00\u4e2aToken\u662f\u4e00\u4e2a\u975e\u5e38\u6781\u7b80\u4e14\u975e\u5e38\u901a\u7528\u7684\u4e8b\u60c5\uff0c\u6211\u89c9\u5f97\u5b83\u6709\u4e00\u5929\u6f5c\u529b\u4e0d\u4ec5\u4ec5\u662f\u5728\u4e8e\u5410\u51fa\u4e0b\u4e00\u4e2aToken\uff0c\u800c\u5728\u4e8e\u628a\u8fd9\u4e2a\u4e16\u754c\u4e0a\u6240\u6709\u7684\u4e8b\u60c5\u5168\u90e8automate\uff0c\u6211\u5f53\u65f6\u60f3\u7684\u8fd8\u4e0d\u591f\u5927\uff0c\u6211\u60f3\u7684\u662fdigital automation\uff0c\u4f46\u662f\u73b0\u5728\u770b\u8d77\u6765\u4e5f\u6709\u53ef\u80fd\u662fdigital and physical automation\u3002<\/p>\n<p>\u6211\u89c9\u5f97\u5176\u5b9e\u6211\u535a\u58eb\u671f\u95f4\u4e3b\u8981\u505a\u4e24\u90e8\u5206\uff0c\u7b2c\u4e00\u90e8\u5206\u5c31\u662f\u5982\u4f55\u5efa\u7acb\u4e00\u4e2aAgent\u65b9\u6cd5\u8bba\uff0c\u5982\u4f55\u628a\u4e00\u4e2aNext Token prediction\u7684\u673a\u5668\u53d8\u6210\u4e00\u4e2aAgent\uff0c\u53d8\u6210\u4e00\u4e2a\u81ea\u52a8\u5316\u7684\u673a\u5668\uff0c\u6700\u91cd\u8981\u7684\u5de5\u4f5c\u53ef\u80fd\u662f\u4f60\u8bf4\u7684react\u3002<\/p>\n<p>\u6211\u8bb0\u5f972022\u5e747\u6708\u4efd\u7684\u65f6\u5019\u67d0\u4e00\u5929\u665a\u4e0a\uff0c\u5f53\u6211\u7b2c\u4e00\u6b21\u628aPump two\u7684API\u548c\u5f53\u65f6\u624b\u5199\u7684\u4e00\u4e2aWikipedia API\u8fde\u5728\u4e00\u8d77\uff0c\u5b83\u7b2c\u4e00\u6b21\u53ef\u4ee5\u57fa\u4e8e\u8fd9\u4e2a\u7f51\u9875\u56de\u7b54\u95ee\u9898\uff0c\u5e76\u4e14\u591a\u8f6e\u4ea4\u4e92\u7684\u65f6\u5019\uff0c\u6211\u5f53\u65f6\u611f\u89c9\u5c31\u50cf\u5fae\u5f31\u7535\u706f\u706f\u7a81\u7136\u4eae\u7684\u611f\u89c9\u4e00\u6837\uff0c\u6211\u611f\u89c9\u636e\u6211\u6240\u77e5\uff0c\u4eba\u7c7b\u7b2c\u4e00\u6b21\u628aLLM\u548c\u4e92\u8054\u7f51\u8fde\u5728\u4e00\u8d77\u5e76\u4e14\u505a\u591a\u8f6e\u4ea4\u4e92\uff0c\u6211\u5f53\u65f6\u7684\u611f\u89c9\u662f\uff0c\u8fd9\u4e2a\u611f\u89c9\u53ef\u80fd\u57285\u5e74\u6216\u800510\u5e74\u4f1a\u6539\u53d8\u8fd9\u4e2a\u4e8b\u60c5\uff0c\u4f46\u662f\u53ef\u80fd\u6bd4\u6211\u60f3\u8c61\u4e2d\u8fd8\u8981\u66f4\u5feb\u3002<\/p>\n<p>\u6211\u8bb0\u5f97\u5f53\u65f6\u6211\u4eec\u7b2c\u4e00\u6b21\u63d0\u51faSWE-bench\u7684\u65f6\u5019\uff0c\u6211\u89c9\u5f97OK\uff0c\u5982\u679c\u8fd9\u4e2a\u4e8b\u60c5\u80fd\u505a\u5230\uff0c\u90a3\u5f88\u663e\u7136\u5b83\u4f1a\u5e26\u6765\u5de8\u5927\u4ef7\u503c\uff0c\u5f53\u65f6\u53ef\u80fd\u662f\u51e0\u767e\u4ebf\u3001\u4e0a\u5343\u4ebf\uff0c\u4f46\u73b0\u5728\u53ef\u80fd\u662f\u6570\u4e07\u4ebf\uff0c\u6570\u662f\u4e07\u4ebf\uff0c\u53ef\u80fd\u6211\u60f3\u7684\u8fd8\u662f\u592a\u5c0f\u4e86\u3002<\/p>\n<p>\u53e6\u4e00\u90e8\u5206\u6211\u505a\u7684\u5de5\u4f5c\u5c31\u662f\u600e\u4e48\u5b9a\u4e49Digital automation\u7684\u4efb\u52a1\uff0c\u6bd4\u5982\u8bf4WebShop\u662f\u7b2c\u4e00\u4e2a\u57fa\u4e8e\u4e92\u8054\u7f51\u7684Web Agent task\uff0c\u5305\u62ecInterCode\u548cSWE-bench\u662f\u6700\u65e9\u7684Coding Agent\u8fd9\u6837\u7684\u4efb\u52a1\u3002\u73b0\u5728\u770b\u8d77\u6765Agent\u6280\u672f\u6700\u91cd\u8981\u4e24\u4e2a\u90e8\u5206\u786e\u5b9e\u662f\u5916\u90e8Agent\u548cCoding Agent\u3002<\/p>\n<p>\u90a3\u5929\u6211\u5728\u7fa4\u91cc\u8ddf\u5927\u5bb6\u804a\u5929\uff0c\u6211\u770b\u6211\u535a\u58eb\u8bba\u6587\u7ed3\u5c3e\uff0c\u5c31\u662f\u6211\u57282024\u5e74\u5199\u6211\u7684future work\uff0c\u7b2c\u4e00\u4e2a\u662ftrain models for Agent\uff0c\u7b2c\u4e8c\u4e2a\u662fshift and robust deployment\uff0c\u7b2c\u4e09\u4e2a\u662fscientific discovery\uff0c\u7b2c\u56db\u4e2a\u662f\u600e\u4e48\u6837\u53bbhelp human\uff0c\u6211\u5f88\u611f\u6168\uff0c\u6211\u8bf4\u6211\u73b0\u5728\u5f88\u5e78\u8fd0\u786e\u5b9e\u5728\u505a\u5f53\u65f6\u5217\u7684future direction\u3002<\/p>\n<p><strong>\u6c64\u9053\u751f\uff1a<\/strong>\u592a\u5389\u5bb3\u4e86\uff0c\u90fd\u4e00\u4e00\u770b\u5230\u6574\u4e2a\u884c\u4e1a\u8fd9\u4e9b\u65b9\u5411\u5728\u63a8\u8fdb\u3002<\/p>\n<p><strong>\u59da\u987a\u96e8<\/strong>\uff1a\u53ef\u80fd\u60f3\u7684\u8fd8\u662f\u4e0d\u591f\u5927\uff0c\u6211\u89c9\u5f97\u5df2\u7ecf\u89c9\u5f97\u81ea\u5df1\u60f3\u7684\u591f\u5927\u4e86\uff0c\u4f46\u662f\u53ef\u80fd\u8fd8\u662f\u4e0d\u591f\u5927\uff0c\u6211\u89c9\u5f97\u3002<\/p>\n<p><strong>\u6c64\u9053\u751f\uff1a<\/strong>\u6280\u672f\u7684\u53d1\u5c55\u5f80\u5f80\u8d85\u4e4e\u6211\u4eec\u7684\u9884\u671f\u3002\u667a\u80fd\u4f53\u4eca\u5929\u5927\u5bb6\u90fd\u8bf4\u9700\u8981\u6d88\u8017\u5f88\u591a\u7684Token\uff0cToken\u7684\u8c03\u7528\uff0c\u8fd9\u5bf9\u4e8e\u6df7\u5143\u505a\u4e0b\u4e00\u4ee3\u6a21\u578b\u7814\u53d1\uff0c\u4f60\u89c9\u5f97\u4ec0\u4e48\u662f\u4f60\u7684\u4fa7\u91cd\uff0c\u6709\u54ea\u4e9b\u5730\u65b9\u6bd4\u8f83\u91cd\u8981\uff1f<\/p>\n<p><strong>\u59da\u987a\u96e8\uff1a<\/strong>\u6beb\u65e0\u7591\u95ee\u4eca\u5929Agent\u6216\u8005Coding Agent\u6709\u70b9\u50cf\u9884\u8bad\u7ec3\u4e00\u6837\uff0c\u662f\u4e0d\u5f97\u4e0d\u505a\u7684\u4e8b\u60c5\uff0c\u662f\u6700\u57fa\u7840\u80fd\u529b\u3002\u6211\u4e2a\u4eba\u89c9\u5f97Coding Agent\u975e\u5e38\u672c\u8d28\u6709\u5f88\u591a\u539f\u56e0\u3002\u8fd8\u6709\u4e00\u4e2a\u91cd\u8981\u539f\u56e0\u5c31\u662f\u8bf4\u5b83\u662f\u4e00\u4e2a\u4f18\u70b9\u50cf\u56fe\u7075\u5b8c\u5907\u7684\u4e8b\u60c5\uff0c\u5f53\u4f60\u6709\u80fd\u529b\u53bb\u63a7\u5236\u81ea\u5df1\u7684file system\uff0c\u5f53\u4f60\u6709\u4e00\u4e2acontainer\u7684\u65f6\u5019\uff0c\u5176\u5b9e\u4f60\u662f\u4e00\u4e2acomplete\u8fd9\u6837\u4e00\u4e2asystem\uff0c\u4eca\u5929\u6211\u89c9\u5f97Agent\u6beb\u65e0\u7591\u95ee\u662f\u6bcf\u4e00\u5bb6\u6a21\u578b\u6240\u53d1\u529b\u7684\u91cd\u70b9\uff0c\u6211\u89c9\u5f97\u6211\u4eec\u505a\u7684\u65b9\u6cd5\u53ef\u80fd\u4f1a\u6709\u51e0\u4e2a\u533a\u522b\uff1a<\/p>\n<p>\u7b2c\u4e00\uff0c\u5373\u4f7f\u4eca\u5929Coding\u5df2\u7ecf\u662f\u6700\u91cd\u8981\u7684\u4e8b\u60c5\uff0c\u4f46\u662f\u6211\u4eec\u8fd8\u662f\u4f1a\u5f3a\u8c03\u4f53\u7cfb\u7684\u5168\u9762\u5316\uff0c\u6211\u59cb\u7ec8\u8ba4\u4e3a\u8981\u628aCoding\u505a\u597d\uff0c\u5176\u5b9e\u9700\u8981\u8fdc\u8fdc\u4e0d\u6b62Coding\u7684\u6570\u636e\uff0c\u4e5f\u9700\u8981\u804a\u5929\u3001\u63a8\u7406\uff0c\u5404\u79cd\u5404\u6837\u4e0d\u540c\u7684\u4e1c\u897f\uff0c\u56e0\u4e3a\u5927\u6a21\u578b\u6700\u91cd\u8981\u7684\u70b9\u662f\u6cdb\u5316\u6027\u3002<\/p>\n<p>\u7b2c\u4e8c\uff0c\u5f88\u663e\u7136\u4ea7\u54c1\u4f5c\u7528\u8d8a\u6765\u8d8a\u91cd\u8981\uff0c\u5982\u4f55\u5229\u7528\u597d\u7ebf\u4e0a\u56de\u6d41\uff0c\u6211\u89c9\u5f97\u662f\u4e00\u4e2a\u6bcf\u4e2a\u6a21\u578b\u5382\u5546\u90fd\u5728\u5e94\u5bf9\u548c\u601d\u8003\u7684\u95ee\u9898\u3002\u8fd9\u91cc\u521a\u521a\u79ef\u7d2f\u5f88\u591aCoDesign\u7ecf\u9a8c\u53d8\u5f97\u975e\u5e38\u91cd\u8981\u3002<\/p>\n<p>\u7b2c\u4e09\uff0c\u6211\u89c9\u5f97\u8fd8\u9700\u8981\u66f4\u591a\u60f3\u50cf\u529b\uff0c\u65e0\u8bba\u662f\u6280\u672f\u6f14\u8fdb\uff0c\u8fd8\u662f\u4ea7\u54c1\u6f14\u8fdb\uff0c\u751a\u81f3\u4e0b\u4e00\u4e2a\u8303\u5f0f\u6f14\u8fdb\uff0c\u6211\u4eec\u9700\u8981\u505a\u63a2\u7d22\u6027\u751a\u81f3\u4e0d\u786e\u5b9a\u6027\u7684\u5de5\u4f5c\u3002<\/p>\n<p><strong>\u6c64\u9053\u751f\uff1a<\/strong>\u4ece\u4ea7\u54c1\u4fa7\uff0c\u56e0\u4e3a\u5927\u5bb6\u8d8a\u6765\u8d8a\u591a\u6709Token\u7126\u8651\u7684\u58f0\u97f3\uff0cToken\u6210\u672c\u7206\u53d1\u5f0f\u589e\u957f\uff0c\u6211\u4e5f\u542c\u5230\u5f88\u591a\u5ba2\u6237\u751a\u81f3\u7528\u6237\u8eab\u8fb9\u7684\u540c\u4e8b\u4eec\u4e5f\u5728\u7d27\u76ef\u7740\u79ef\u5206\u6d88\u8017\u6216\u8005Token\u6d88\u8017\uff0c\u600e\u4e48\u53ef\u4ee5\u8ba9\u6211\u4eec\u7684\u6a21\u578b\u5728\u89e3\u51b3\u67d0\u4e2a\u95ee\u9898\uff0c\u6216\u8005\u5b8c\u6210\u67d0\u4e2a\u4efb\u52a1\uff0cToken\u6548\u7387\u8d35\u9ad8\uff0c\u6211\u4e4b\u524d\u505a\u8fc7\u4e00\u4e9b\u4efb\u52a1\u53ef\u80fd\u662f\u4e0d\u540c\u65b9\u5411\uff0c\u6709\u4e9b\u65b9\u5411\u4e5f\u90fd\u77e5\u9053\u80af\u5b9a\u8d70\u4e0d\u4e0b\u53bb\u7684\uff0c\u4f46\u53ef\u80fd\u6a21\u578b\u8fd8\u4f1a\u8bd5\uff0c\u8bd5\u5b8c\u4e4b\u540e\u8d70\u4e0d\u4e0b\u53bb\u518d\u8bd5\u4e0b\u4e00\u4e2a\uff0c\u91cc\u9762\u6709\u4ec0\u4e48\u53ef\u4ee5optimize\u7684\u5730\u65b9\u8ba9Token\u6574\u4f53\u4f7f\u7528\u6548\u7387\u66f4\u9ad8\uff1f<\/p>\n<p><strong>\u59da\u987a\u96e8\uff1a<\/strong>\u6211\u89c9\u5f97\u5728\u4e2d\u56fd\u8ba8\u8bba\u6027\u4ef7\u6bd4\u66f4\u591a\u8ba8\u8bba\u6a21\u578b\u67b6\u6784\uff0c\u4f46\u5176\u5b9e\u5b83\u662f\u5f88\u590d\u6742\u7684\u4f53\u7cfb\uff0c\u6211\u89c9\u5f97\u6700\u91cd\u8981\u7684\u662f\u9996\u5148\u662f\u4f60\u7684performance\uff0c\u5f88\u591a\u4eba\u8ddf\u6211\u8bf4\uff0c\u4ed6\u6700\u540e\u53d1\u73b0\u7528OPUS\u8fd9\u6837\u7684\u6a21\u578b\u6bd4\u7528\u66f4\u5dee\u7684\u6a21\u578b\u66f4\u7701\u94b1\uff0c\u56e0\u4e3a\u66f4\u5feb\u7684\u628a\u8fd9\u4e2a\u4e8b\u60c5\u505a\u5bf9\u4e86\uff0c\u4e5f\u7701\u5f97\u4eba\u7684\u7cbe\u529b\uff0c\u6700\u91cd\u8981\u7684\u4e8b\u60c5\u662fperformance\uff0c\u5982\u679c\u4f60\u7684performance\u597d\uff0c\u6027\u4ef7\u6bd4\u662f\u6700\u5173\u952e\u7684\u4e8b\u60c5\u3002\u5c24\u5176\u6211\u89c9\u5f97\u4eca\u5e74\u53ef\u80fd\u5f88\u591a\u7b80\u5355\u4efb\u52a1\u7684robustness\u4f1a\u53d8\u5f97\u66f4\u52a0\u91cd\u8981\uff0c\u4e00\u6b21\u628a\u76f8\u5bf9\u7b80\u5355\u4efb\u52a1\u505a\u5bf9\uff0c\u8fd9\u53ef\u80fd\u662f\u6027\u4ef7\u6bd4\u66f4\u5173\u952e\u7684\u90e8\u5206\uff0c\u4e0d\u4ec5\u662f\u6a21\u578b\u67b6\u6784\u3002<\/p>\n<p>\u7b2c\u4e8c\u90e8\u5206\u5c31\u662f\u6210\u672c\u5b83\u672c\u8eab\uff0c\u6027\u4ef7\u6bd4\u7b2c\u4e00\u662f\u6027\u80fd\uff0c\u5982\u679c\u6027\u80fd\u4e0d\u597d\u6027\u4ef7\u6bd4\u65e0\u4ece\u8c08\u8d77\u3002\u7b2c\u4e8c\u70b9\u662f\u6210\u672c\uff0c\u4e2d\u56fd\u662f\u9886\u5148\u4e8e\u4e16\u754c\u7684\uff0c\u5c31\u662f\u6211\u4eec\u505a\u5927\u91cf\u5de5\u4f5c\u4f18\u5316\u6211\u4eec\u7684\u6210\u672c\uff0c\u6210\u672c\u53ef\u80fd\u6700\u91cd\u8981\u7684\u4e8b\u60c5\u662f\u600e\u4e48\u7528\u4e00\u4e2a\u66f4\u5c0f\u7684\u6a21\u578b\u628a\u66f4\u9ad8\u7684\u4ef7\u503c\u4efb\u52a1\u505a\u597d\uff0c\u5728\u8fd9\u57fa\u7840\u4e0a\u67b6\u6784\u521b\u65b0\uff0c\u5305\u62ec\u957f\u6587\u7ba1\u7406\uff0c\u811a\u624b\u67b6\u6709\u5f88\u591a\u9700\u8981\u505a\u7684\u4e8b\u60c5\u3002<\/p>\n<p>\u5982\u679c\u6211\u4eec\u505a\u4e00\u4e2a\u76f8\u5bf9\u8f83\u5c0f\u7684\u6a21\u578b\uff0c\u4f46\u662f\u5b83\u6bd4\u80a9\u5927\u6a21\u578b\u6027\u80fd\uff0c\u800c\u4e14\u5728\u5927\u90e8\u5206\u4efb\u52a1\u4e0a\u505a\u5f88\u5f3a\u7684robustness\uff0c\u8fd9\u53ef\u80fd\u5728\u5f88\u591a\u957f\u7a0b\u7684\u4e0a\u9762\u63d0\u5347\u4e00\u4e24\u4e2a\u70b9\u7684\u63d0\u5347\uff0c\u53ef\u80fd\u5728\u4eca\u5929\u7684\u4e2d\u56fd\u66f4\u6709\u4ef7\u503c\u3002<\/p>\n<p><strong>\u6211\u5f88\u597d\u5947\uff0c\u60a8\u89c9\u5f97<\/strong><strong>Agent<\/strong><strong>\uff0c\u4f60\u662f\u4ec0\u4e48\u65f6\u5019\u610f\u8bc6\u5230\u5b83\u662f\u4e00\u4e2a\u4ec0\u4e48\u65b0\u7684\u4ea7\u54c1\u7684\u673a\u4f1a\uff0c\u4ee5\u53ca\u4f60\u73b0\u5728\u8ba4\u77e5\u662f\u4ec0\u4e48\uff0c\u4f60\u89c9\u5f97\u73b0\u5728\u6211\u4eec\u79bb\u4e00\u4e2a\u597d\u7528\u7684<\/strong><strong>Agent bottlenck<\/strong><strong>\u5728\u54ea\u91cc\u5462\uff1f<\/strong><\/p>\n<p><strong>\u6c64\u9053\u751f\uff1a<\/strong>\u6211\u4eec\u505a\u7684Agent\uff0c\u9488\u5bf9\u4e0d\u540c\u573a\u666f\u6709\u4e0d\u540c\u7684\u4ea7\u54c1\u5f62\u6001\uff0c\u5728Agent\u8bbe\u8ba1\u4e0a\u9762\uff0c\u5f88\u5927\u7a0b\u5ea6\u662f\u53d1\u6325\u597d\u6a21\u578b\u80fd\u529b\uff0c\u5f53\u7136\u6a21\u578b\u5728\u8fed\u4ee3\u5b83\u80fd\u529b\u8d8a\u5f3aAgent\u9700\u8981\u505a\u7684\u5de5\u4f5c\u8d8a\u6765\u8d8a\u5c11\uff0c\u6211\u770b\u6211\u4eec\u597d\u51e0\u4e2a\u4ea7\u54c1\u5728\u8fc7\u53bb\u8fd9\u6bb5\u65f6\u95f4\u662f\u968f\u7740\u6a21\u578b\u80fd\u529b\u52a0\u5f3a\uff0c\u6211\u4eec\u53ef\u4ee5\u628a\u4ea7\u54c1\uff0c\u628aAgent\u505a\u7684\u66f4\u7b80\u5316\uff0c\u66f4\u591a\u7684\u7ed9\u6a21\u578b\u63d0\u4f9b\u66f4\u591a\u4e0d\u540c\u7684\u5de5\u5177\uff0c\u521b\u9020\u66f4\u591a\u7684skills\uff0c\u6765\u8ba9\u6a21\u578b\u80fd\u591f\u66f4\u9ad8\u6548\u7684\u53bb\u5b8c\u6210\u4efb\u52a1\uff0c\u7ed9\u6a21\u578b\u63d0\u4f9b\u66f4\u591a\u7684\u6211\u4eec\u53eb\u8bb0\u5fc6\uff0c\u7528\u6237\u8fc7\u53bb\u4f7f\u7528\u4e00\u4e9b\u4e60\u60ef\uff0c\u6211\u4eec\u80fd\u63d0\u53d6\u51fa\u6765\u7684\u4e00\u4e9b\u7528\u6237preference\u7684\u4fe1\u606f\u4f5c\u4e3a\u4e0a\u4e0b\u6587\uff0c\u5728Coding\u73af\u5883\u6709\u76f8\u5173\u7684context\u7ed9\u5230\u6a21\u578b\uff0c\u5728Workbuddy\u91cc\u8fb9\u529e\u516c\u534f\u4f5c\uff0c\u505a\u4e2aPPT\uff0c\u53ef\u80fd\u5927\u5bb6\u5173\u6ce8\u7684\u5185\u5bb9\u6216\u8005\u8be5\u7ed9\u5230\u6a21\u578b\u7684context\u4e5f\u4f1a\u4e0d\u4e00\u6837\u3002<\/p>\n<p>\u6240\u4ee5\u5728\u6211\u4eec\u505a\u4e0d\u540c\u7684Agent\uff0c\u6211\u89c9\u5f97\u66f4\u91cd\u8981\u662f\u4e86\u89e3\u573a\u666f\u4e0b\u4ec0\u4e48\u5185\u5bb9\uff0c\u4ec0\u4e48\u4fe1\u606f\uff0c\u662f\u91cd\u8981\u7684\uff0c\u6bd4\u8f83relevant\u7684\uff0c\u80fd\u591f\u8ddf\u6a21\u578b\u914d\u5408\u597d\uff0c\u8ba9\u6a21\u578b\u6709\u5b83\u9700\u8981\u7684\u4fe1\u606f\uff0c\u540c\u65f6\u4e5f\u53d1\u6325\u5b83\u7684\u80fd\u529b\u3002<\/p>\n<p><strong>\u59da\u987a\u96e8\uff1a<\/strong>\u6700\u8fd1\u6211\u4eec\u786e\u5b9e\u63a8\u51fa\u4e00\u4e9b\u50cfWorkbuddy\u53e3\u7891\u4e0d\u9519\u7684\u4ea7\u54c1\uff0c\u80cc\u540e\u5f88\u591a\u5c0f\u56e2\u961f\u5728\u5feb\u901f\u8fed\u4ee3\u4ea7\u54c1\uff0c\u6211\u5176\u5b9e\u633a\u597d\u5947\uff0c\u76f8\u5bf9\u4e8e\u4f20\u7edf\u7684\u4ea7\u54c1\u7814\u53d1\uff0c\u4f60\u89c9\u5f97\u5728\u65b0\u7684Agent\u65f6\u4ee3\u7684\u7814\u53d1\u548c\u7ec4\u7ec7\u7ba1\u7406\u4e0a\uff0c\u4ea7\u54c1\u56e2\u961f\u53d1\u751f\u4ec0\u4e48\u53d8\u5316\uff0c\u4f60\u7684\u601d\u8003\u662f\u4ec0\u4e48\uff1f<\/p>\n<p><strong>\u6c64\u9053\u751f\uff1a<\/strong>\u6211\u524d\u9635\u5b50\u5728\u5e2eWorkbuddy\u505a\u4e00\u4e2a\u7ec4\u7ec7\u53d1\u6587\uff0c\u6211\u770b\u4e86\u4e00\u4e0b\u4ed6\u4eec\u90a3\u4e2a\u975e\u5e38\u6241\u5e73\u5316\u7684\u7ec4\u7ec7\uff0c\u8ddf\u6211\u4eec\u8fc7\u53bb\u7684\u5176\u4ed6\u4ea7\u54c1\u7ec4\u7ec7\u67b6\u6784\u6709\u5f88\u5927\u5dee\u5f02\uff0c\u66f4\u591a\u5c0f\u56e2\u961f\u4e09\u4e2a\u4eba\u4e94\u4e2a\u4eba\uff0c\u53ef\u80fd\u56f4\u7ed5\u67d0\u4e00\u4e2a\u9886\u57df\u6765\u505a\u653b\u575a\uff0c\u800c\u4e14\u6709\u5f88\u591a\u8bd5\u9a8c\u5728\u91cc\u9762\uff0c\u8fd8\u8981\u652f\u6301Infra\u505a\u5b9e\u9a8c\uff0c\u8ba9\u4e0d\u540c\u7684\u5c0f\u5206\u961f\u53ef\u4ee5\u53bb\u63a2\u7d22\u7136\u540e\u518d\u9a8c\u8bc1\uff0c\u56e0\u4e3a\u8bd5\u9a8c\u5927\u90e8\u5206\u62ff\u4e0d\u5230\u6b63\u5411\u53cd\u9988\uff0c\u6211\u4eec\u4e5f\u8981\u5305\u5bb9\u56e2\u961f\u53bb\u8bd5\u9519\uff0c\u8fd9\u79cd\u901a\u8fc7\u5927\u91cf\u8bd5\u9a8c\u53bb\u63d0\u70bc\u51fa\u5bf9\u4e8e\u7528\u6237\u6d41\u7a0b\uff0c\u5bf9\u4e8e\u6211\u4eec\u60f3\u8981\u7684\u8fd9\u4e2a\u7ed3\u679c\u6709\u6b63\u5411\u5e2e\u52a9\uff0c\u8fd9\u4e2a\u662f\u6211\u89c9\u5f97\u4eca\u5929\u505aAgent\uff0c\u505a\u539f\u751fAI\u4ea7\u54c1\uff0c\u8fd9\u4e2a\u7ec4\u7ec7\u5f62\u6001\u8981\u80fd\u591f\u6bd4\u8f83\u597d\u53bb\u652f\u6491\u3002<\/p>\n<p>\u53e6\u5916\uff0c\u539f\u6765\u53ef\u80fd\u6709\u5f88\u591a\u5de5\u7a0b\u5e08\u6709\u5f88\u591a\u65f6\u95f4\u82b1\u5199\u4ee3\u7801\uff0c\u4f46\u662f\u4eca\u5929\u6beb\u65e0\u7591\u95ee\u4ed6\u4eec\u8fd9\u4e9b\u5de5\u4f5c\u53ef\u4ee5\u4ea4\u7ed9AI\u4e86\uff0c\u6240\u4ee5\u6211\u4eec\u4f1a\u770b\u5230\u66f4\u591a\u89d2\u8272\u7684\u878d\u5408\uff0c\u5927\u5bb6\u90fd\u662f\u4ea7\u54c1\u7ecf\u7406\uff0c\u90fd\u8981\u53bb\u4e86\u89e3\u900f\u5f7b\u7528\u6237\u9700\u6c42\uff0c\u4ee5\u53ca\u8bbe\u8ba1\u51fa\u6211\u4eec\u60f3\u8981\u7684\u4ea7\u54c1\u5f62\u6001\uff0c\u6bcf\u4e00\u4e2a\u5de5\u7a0b\u5e08\u66f4\u50cf\u4e00\u4e2a\u6709\u60f3\u6cd5\u7684leader\uff0c\u9a71\u52a8\u591a\u4e2aCoding Agent\uff0c\u9488\u5bf9\u6211\u4eec\u60f3\u8981\u7684\u4ea7\u54c1\u9700\u6c42\u53bb\u505a\u7814\u53d1\u3001\u5f00\u53d1\u3002\u540c\u65f6\u8981\u53c2\u4e0e\u8bc4\u6d4b\u3001\u6d4b\u8bd5\uff0c\u6bd4\u8f83\u524d\u7f6e\uff0c\u4e5f\u7528\u597dAI\u80fd\u529b\uff0c\u628a\u8fd9\u4e9b\u8d28\u91cf\u4fdd\u8bc1\u5de5\u4f5c\uff0c\u5bf9\u9f50\u5de5\u4f5c\u8981\u505a\u5230\u524d\u9762\u6765\u3002<\/p>\n<p>\u6211\u4e5f\u60f3\u518d\u95ee\u4e00\u4e0b\u4e00\u4e2a\u53ef\u80fd\u5927\u5bb6\u6bd4\u8f83\u591a\u8ba8\u8bba\u7684\u4e00\u4e2a\u95ee\u9898\uff0c\u5f88\u591a\u4eba\u90fd\u4f1a\u63d0\u5230\u817e\u8baf\u6162\uff0c\u8bf4\u5728AI\u4e0a\u9762\u6211\u4eec\u6ca1\u6709\u53ca\u65f6\u6293\u4f4f\u4e00\u4e9b\u673a\u4f1a\uff0c\u4f60\u89c9\u5f97\u6211\u4eec\u771f\u7684\u6162\u4e86\u5417\uff1f\u5230\u5e95\u4e0b\u534a\u573a\u662f\u4ec0\u4e48\uff1f\u4f60\u80fd\u518d\u591a\u8bf4\u4e00\u4e0b\u5417\uff1f<\/p>\n<p><strong>\u59da\u987a\u96e8\uff1a<\/strong>\u611f\u89c9\u5e94\u8be5\u662f\u6211\u95ee\u4f60\u7684\u95ee\u9898\u3002<\/p>\n<p><strong>\u6c64\u9053\u751f\uff1a<\/strong>\u54c8\u54c8\u3002<\/p>\n<p><strong>\u59da\u987a\u96e8\uff1a<\/strong>\u6211\u89c9\u5f97\u9996\u5148AI\u5176\u5b9e\u4eca\u5929\u6709\u4e24\u4e2a\u91cd\u8981\u5224\u65ad\uff0c\u7b2c\u4e00\u4e2a\u5c31\u662f\u8bf4\u6211\u4eec\u8ba4\u4e3aAI\u662f\u4e00\u4e2a\u77ed\u671f\u7684\u6e38\u620f\u8fd8\u662f\u957f\u671f\u6e38\u620f\uff1f\u5728<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e7%a1%85%e8%b0%b7\" title=\"View all posts in \u7845\u8c37\" target=\"_blank\" class=\"tag_link\">\u7845\u8c37<\/a>\u5927\u5bb6\u8513\u5ef6\u5f88\u591a\u60c5\u7eea\uff0c\u54ce\u5440\uff0ce2\u5e74\u540e\u6240\u6709\u4eba\u90fd\u8981\u5931\u4e1a\uff0cAI\u8981\u53d6\u4ee3\u6240\u6709\u4eba\u7684\u5de5\u4f5c\uff0c\u6211\u4eec\u8981\u8d76\u5feb\u8d5a2\u5e74\u94b1\u9000\u4f11\u3002\u4f46\u5f88\u663e\u7136\u6211\u4eec\u7684\u5224\u65adAI\u662f\u4e00\u4e2a\u957f\u671f\u6e38\u620f\uff0c\u5176\u5b9e\u6211\u89c9\u5f97AI\u521a\u5f00\u59cb\uff0c\u4e0b\u534a\u573a\u624d\u521a\u521a\u5f00\u59cb\uff0c\u6211\u4e0d\u8ba4\u4e3a<a href=\"https:\/\/www.alphaseek.cn\/?tag=chatgpt\" title=\"View all posts in ChatGPT\" target=\"_blank\" class=\"tag_link\">ChatGPT<\/a>\u548cCloudCode\u4f1a\u662f\u552f\u4e00\u7684superApp\uff0c\u6211\u89c9\u5f97\u90a3\u662f\u4e00\u4e2a\u975e\u5e38\u7070\u6697\u7684\u4e16\u754c\uff0c\u6211\u89c9\u5f97\u80af\u5b9a\u4f1a\u6709\u6e90\u6e90\u4e0d\u65ad\u65b0\u7684\u673a\u4f1a\u8bde\u751f\u3002<\/p>\n<p>\u53ef\u80fd\u4eca\u5929\u5c31\u50cf\u662f70\u5e74\u4ee3PC\u521a\u521a\u4ea7\u751f\u7684\u65f6\u5019\uff0c\u6211\u89c9\u5f97\u8fd8\u6709\u5f88\u591a\u5f88\u591a\u4e8b\u60c5\u9700\u8981\u505a\u3002<\/p>\n<p>\u7b2c\u4e8c\u4e2a\u5224\u65ad\uff0c\u5b83\u4f1a\u662f\u4e2a\u66f4\u7ebf\u6027\u8fd8\u662f\u591a\u5143\u6e38\u620f\uff1f\u56e0\u4e3a\u786e\u5b9e\u8fc7\u53bb\u51e0\u5e74\u5927\u5bb6\u80fd\u770b\u5230\u7684\u662fPre-training\u3001post training\uff0c\u7136\u540eAgent\uff0cCoding Agent\uff0c\u4f3c\u4e4e\u6709\u4e00\u4e2a\u975e\u5e38\u6e05\u6670\u7684\u4e3b\u7ebf\uff0c\u8fd9\u4e2a\u4e3b\u7ebf\u662f\u6240\u6709\u4eba\u90fd\u5728\u505a\u4e00\u6837\u7684\u4e8b\u60c5\uff0c\u90fd\u5728copy\uff0c\u8fd9\u4e5f\u662f\u975e\u5e38\u7070\u6697\u7684\u4e8b\u60c5\u3002<\/p>\n<p>\u4f46\u5230\u5e95\u672a\u6765\u53d8\u5f97\u66f4\u5355\u4e00\u8fd8\u662f\u66f4\u591a\u5143\uff1f\u6211\u4e2a\u4eba\u770b\u6cd5\u4f1a\u53d8\u5f97\u66f4\u591a\u5143\uff0c\u6beb\u65e0\u7591\u95eeCoding Agent\u751f\u4ea7\u529b\u4f1a\u53d8\u5f97\u66f4\u52a0\u91cd\u8981\uff0c\u6211\u89c9\u5f97\u5b83\u662f\u521a\u521a\u5f00\u59cb\u7684\u4e8b\u60c5\uff0c\u8fd9\u4e2a\u4e16\u754c\u8fd8\u6709\u5f88\u591a\u7a7a\u95f4\u6ca1\u6709\u88ab\u586b\u6ee1\uff0c\u591a\u6a21\u6001\u3001\u5177\u8eab\u667a\u80fd\uff0c\u5f88\u591a\u5f88\u591a\u65b0\u7684\u4e8b\u60c5\u90fd\u5728\u53d1\u751f\uff0c\u6216\u8005\u521a\u521a\u53d1\u751f\uff0c\u6240\u4ee5\u4ece\u8fd9\u4e2a\u89d2\u5ea6\u6765\u8bf4\uff0c\u5982\u679c\u6211\u4eec\u8ba4\u4e3a\u4e0b\u534a\u573a\u521a\u521a\u5f00\u59cb\uff0c\u53ef\u80fd\u786e\u5b9e\u4e0d\u662f\u5b8c\u4e86\u3002<\/p>\n<p>\u8fc7\u53bb\u6a21\u578b\u3001\u4ea7\u54c1\u505a\u4e86\u5f88\u591a\u63a2\u7d22\uff0c\u8d70\u5f88\u591a\u5f2f\u8def\uff0c\u6211\u89c9\u5f97\u8fd9\u662f\u6b63\u5e38\u7684\uff0c\u4f60\u5982\u679c\u6ca1\u6709\u505a\u8fc7\u4e00\u4e2a\u4e8b\u60c5\uff0c\u7b2c\u4e00\u6b21\u505a\u80af\u5b9a\u6709\u66f2\u6298\uff0c\u4f46\u662f\u6211\u89c9\u5f97\u53ef\u80fd\u66f4\u91cd\u8981\u7684\u4e8b\u60c5\u662f\u80fd\u4e0d\u80fd\u8bda\u5b9e\u9762\u5bf9\u81ea\u5df1\uff0c\u80fd\u4e0d\u80fdBe Real\uff0c\u80fd\u4e0d\u80fd\u591f\u53bb\u770b\u5230feedback\u7136\u540e\u53bb\u6539\u53d8\uff0c\u80fd\u4e0d\u80fd\u591f\u4fdd\u6301\u8010\u5fc3\uff0c\u8fd9\u4e2a\u4e8b\u60c5\u662f\u4e0b\u534a\u573a\u6700\u91cd\u8981\u7684\u4e8b\u60c5\u3002<\/p>\n<p><strong>\u6c64\u9053\u751f\uff1a<\/strong>\u5927\u5bb6\u5bf9\u4e8e\u817e\u8baf\u7ecf\u5e38\u559c\u6b22\u6311\u67d0\u4e00\u4e2a\u70b9\u6765\u6279\u8bc4\uff0c\u5f53\u7136\u6211\u89c9\u5f97\u6211\u4eec\u4e5f\u5f88\u6b22\u8fce\u5927\u5bb6\u7ed9\u6211\u4eec\u63d0\u66f4\u9ad8\u7684\u8981\u6c42\u3002<\/p>\n<p>\u6211\u4eec\u662f\u4e00\u4e2a\u975e\u5e38\u591a\u4e1a\u6001\u7684\u516c\u53f8\uff0c\u6709\u5f88\u591a\u4ea7\u54c1\u5206\u5e03\u5728\u5f88\u591a\u7684\u8d5b\u9053\uff0c\u540c\u65f6\u4e5f\u6709\u5f88\u591a\u7684\u56e2\u961f\u5728\u63a8\u8fdb\u4e0d\u540c\u7684\u9879\u76ee\u3001\u4e8b\u60c5\u3002\u6240\u4ee5\u6beb\u65e0\u7591\u95ee\uff0c\u5728\u8fd9\u6837\u4e00\u4e2a\u590d\u6742\u7684\u7ec4\u7ec7\u91cc\u9762\u6709\u4e00\u4e9b\u5730\u65b9\u53ef\u80fd\u6211\u4eec\u505a\u5f97\u5feb\u4e86\uff0c\u6709\u7684\u5730\u65b9\u505a\u5f97\u6162\u4e86\uff0c\u6709\u4e00\u4e9b\u5730\u65b9\u53ef\u80fd\u4f1a\u505a\u5931\u8d25\uff0c\u5728\u63a2\u7d22\u3002\u6240\u4ee5\u6211\u89c9\u5f97\u8fd9\u4e9b\u63d0\u9192\u90fd\u975e\u5e38\u597d\uff0c\u6211\u89c9\u5f97\u786e\u5b9e\u6709\u4e00\u4e9b\u5730\u65b9\u6211\u4eec\u662f\u53ef\u4ee5\u505a\u5f97\u66f4\u597d\uff0c\u4f46\u662f\u5c31\u50cf\u4f60\u8bf4\u7684\uff0c\u8fd9\u662f\u4e00\u4e2a\u957f\u8dd1\uff0c\u8fd9\u662f\u4e00\u4e2a\u9a6c\u62c9\u677e\uff0c\u817e\u8baf\u8fd8\u662f\u6709\u975e\u5e38\u4e30\u5bcc\u7684\u573a\u666f\u3002<\/p>\n<p>\u5c31\u4f60\u4e00\u5f00\u59cb\u63d0\u5230\u9009\u62e9\u817e\u8baf\uff0c\u56e0\u4e3aAI\u9700\u8981Context\uff0c\u6a21\u578b\u9700\u8981\u5f88\u591a\u7684\u8fd9\u4e9b\u4e0a\u4e0b\u6587\uff0c\u5176\u5b9e\u817e\u8baf\u5728\u8fc7\u53bb\u591a\u5e74\u4e0d\u540c\u4ea7\u54c1\uff0c\u5728\u4e0d\u540c\u8d5b\u9053\u7684\u8fd9\u4e9b\u79ef\u7d2f\uff0c\u5176\u5b9e\u90fd\u662f\u53ef\u4ee5\u9488\u5bf9\u6bcf\u4e00\u4e2a\u573a\u666f\u53bb\u4e3a\u6a21\u578b\u63d0\u4f9b\u6709\u7528\u7684\u4fe1\u606f\uff0c\u63d0\u4f9b\u8fd9\u4e9bContext\u6765\u53d1\u6325\u4ef7\u503c\u3002<\/p>\n<p>\u5728\u8fd9\u6837\u4e00\u4e2a\u957f\u8dd1\uff0c\u6211\u76f8\u4fe1\u6a21\u578b\u4f1a\u4e0d\u65ad\u8fed\u4ee3\uff0c\u7528\u6237\u7684\u9700\u6c42\u4e5f\u5728\u4e0d\u65ad\u53d8\u5316\uff0c\u4e5f\u4f1a\u6709\u65b0\u7684\u4ea7\u54c1\u5f62\u6001\u51fa\u73b0\uff0c\u6211\u89c9\u5f97\u6211\u4eec\u6bd4\u5982\u8bf4\u4eca\u5e74\u5e74\u521d\u5bf9Agent\u8fd9\u4e00\u6ce2\u70ed\u6f6e\u4e5f\u53cd\u5e94\u6bd4\u8f83\u5feb\u3002\u540c\u65f6\u4e5f\u6709\u50cfWorkBuddy\u8fd9\u6837\u7684\u667a\u80fd\u4f53\u4ea7\u54c1\uff0c\u5176\u5b9e\u4e5f\u662f\u51e0\u5e74\u524d\u5f00\u59cb\u505a\u7684\u4ea7\u54c1\uff0c\u6cbf\u7740\u539f\u6765\u505aCoding\u3001CodeBuddy\uff0c\u6162\u6162\u770b\u5230\u975e\u7a0b\u5e8f\u5458\u4e5f\u6709\u5f88\u5f3a\u7684\u9700\u6c42\uff0c\u6211\u4eec\u4e5f\u80fd\u6bd4\u8f83\u5feb\u53bb\u5e94\u5bf9\uff0c\u4eca\u5929\u4e5f\u542c\u5230\u5f88\u591a\u5ba2\u6237\u5bf9\u4e8e\u6211\u4eec\u7684\u4e0d\u540c\u4ea7\u54c1\u600e\u4e48\u53bb\u7ec4\u5408\u8d77\u6765\u6709\u975e\u5e38\u9ad8\u7684\u671f\u5f85\u3002<\/p>\n<p>\u6240\u4ee5\u6211\u4eec\u6b63\u5728\u957f\u8dd1\u4e2d\uff0c\u4e5f\u8bf7\u5404\u4f4d\u591a\u7ed9\u6211\u4eec\u63d0\u9192\uff0c\u7ed9\u6211\u4eec\u5efa\u8bae\uff0c\u4e5f\u591a\u7528\u6211\u4eec\u7684\u4ea7\u54c1\u6765\u7ed9\u6211\u4eec\u6b63\u5411\u7684\u53cd\u9988\u3002<\/p>\n<p>\u6211\u770b\u65f6\u95f4\u5176\u5b9e\u90fd\u8d85\u65f6\u4e86\uff0c\u6211\u60f3\u6211\u6765\u9996\u5148\u611f\u8c22\u987a\u96e8\u4eca\u5929\u7684\u5206\u4eab\uff0c\u6211\u4eec\u521a\u624d\u5176\u5b9e\u56f4\u7ed5\u4e86\u505a\u6a21\u578b\u3001\u505a\u4ea7\u54c1\uff0c\u8c08\u5230\u4e86Co-Design\uff0c\u8c08\u5230\u4e86Agent\u7684\u6f14\u8fdb\uff0c\u4e5f\u63d0\u5230\u4e86\u7ec4\u7ec7\u53d8\u9769\uff0c\u884c\u4e1a\u7684\u4e00\u4e9b\u673a\u4f1a\uff0c\u5728\u8fc7\u53bb\u4e00\u5e74\u5176\u5b9e\u6211\u4eec\u770b\u5230\u975e\u5e38\u591a\u4f01\u4e1a\u4e5f\u6709\u5171\u540c\u7684\u56f0\u60d1\u6216\u8005\u9762\u4e34\u540c\u6837\u7684\u6311\u6218\u3002\u4ea7\u54c1\u5982\u679c\u7528\u4e0d\u597d\uff0c\u4f01\u4e1a\u4e0d\u80fd\u6301\u7eed\u53bb\u6295\u5165\uff0c\u6216\u8005ROI\u4e0d\u591f\uff0c\u8fd9\u90fd\u4f1a\u5f71\u54cdAI\u5728\u4f01\u4e1a\u91cc\u9762\u666e\u53ca\u7684\u8fdb\u5ea6\u3002\u4e3a\u6b64\uff0c\u5176\u5b9e\u6211\u4eec\u4eca\u5929\u4e5f\u4f1a\u53d1\u5e03\u4e00\u5957\u6548\u7387\u667a\u80fd\u4f53\u7684\u5de5\u5177\u96c6\uff0c\u5e2e\u52a9\u4f01\u4e1a\u53ef\u4ee5\u66f4\u5b89\u5168\u3001\u66f4\u9ad8\u6548\u53bb\u90e8\u7f72\u5e94\u7528\u7684\u667a\u80fd\u4f53\u3002<\/p>\n<p>\u8fd9\u80cc\u540e\u6709\u817e\u8baf\u7684\u4e09\u4e2a\u6838\u5fc3\u80fd\u529b\uff1a<\/p>\n<p>\u7b2c\u4e00\u662f\u573a\u666f\u8054\u63a5\u7684\u80fd\u529b\uff0c\u901a\u8fc7\u817e\u8baf\u7684<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%be%ae%e4%bf%a1\" title=\"View all posts in \u5fae\u4fe1\" target=\"_blank\" class=\"tag_link\">\u5fae\u4fe1<\/a>\u3001\u4f01\u4e1a\u5fae\u4fe1\u3001\u5143\u5b9d\u7b49\u7b49\u9ad8\u9891\u7684\u573a\u666f\u89e6\u70b9\uff0c\u6765\u628a\u5927\u6a21\u578b\u5d4c\u5230\u771f\u5b9e\u7684\u4e1a\u52a1\u6d41\uff0c\u8ddf\u7528\u6237\u3001\u6570\u636e\u3001\u751f\u6001\u80fd\u591f\u6df1\u5ea6\u8054\u63a5\u3002<\/p>\n<p>\u7b2c\u4e8c\u662f\u5de5\u7a0b\u7684\u9a7e\u9a6d\u80fd\u529b\uff0c\u901a\u8fc7\u5b8c\u6574\u7684Harness\u4f53\u7cfb\uff0c\u8ba9Agent\u80fd\u591f\u7a33\u5b9a\u3001\u53ef\u4fe1\u3001\u53ef\u6301\u7eed\u8fd0\u884c\uff0c\u5177\u5907\u5f3a\u5927\u7684AI Infra\uff0c\u8ba9\u5305\u62ec\u9ad8\u901f\u7684\u7f51\u7edc\u3001\u9ad8\u541e\u5410\u7684\u5b58\u50a8\uff0c\u8fd8\u6709\u9ad8\u6027\u80fd\u7684Agent Runtime\u6765\u4fdd\u8bc1GPU\u7684\u9ad8\u5229\u7528\u7387\u3002<\/p>\n<p>\u7b2c\u4e09\u662f\u6a21\u578b\u9a71\u52a8\u529b\uff0c\u4f9d\u6258\u6df7\u5143\u5927\u6a21\u578b\u548c\u6a21\u578b\u4ea7\u54c1 Co-Design \uff0c\u517c\u987e\u5b9e\u7528\u6027\u3001\u6027\u4ef7\u6bd4\u548c ROI\u3002<\/p>\n<p>\u540c\u65f6 \uff0c\u6211\u4eec\u4e5f\u542f\u52a8&ldquo;\u817e\u8bafAI\u5171\u521b\u8425\uff08\u4e8c\u671f\uff09&rdquo;\uff0c \u643a\u624bISV\u3001MSP\u4f19\u4f34\uff0c\u4e00\u8d77\u5171\u521b\u884c\u4e1a\u89e3\u51b3\u65b9\u6848\uff0c\u6253\u9020\u66f4\u591a\u7684\u6807\u6746\u6848\u4f8b\u3002<\/p>\n<p>\u63a5\u4e0b\u6765\u7684\u73af\u8282\uff0c\u6211\u7684\u540c\u4e8b\u5c06\u56f4\u7ed5\u8fd9\u4e9b\u5185\u5bb9\u505a\u8fdb\u4e00\u6b65\u5206\u4eab\u3002\u4eca\u5929\u4e0b\u5348\u6211\u4eec\u5c06\u56f4\u7ed5\u4e2a\u4eba\u3001\u4f01\u4e1a\u63d0\u6548\u591a\u4e2a\u573a\u666f\u8bbe\u7f6e\u4ea7\u54c1\u6280\u672f\u3001\u884c\u4e1a\u573a\u666f\u4e0e\u751f\u6001\u5171\u521b\u7b49\u591a\u4e2a\u5e73\u884c\u8bba\u575b\uff0c\u4ee5\u53caAI\u4ea7\u54c1\u53d1\u5e03\u4e13\u573a\uff0c\u628a20\u591a\u4e2a\u65b0\u4ea7\u54c1\u3001\u65b0\u80fd\u529b\u4ecb\u7ecd\u7ed9\u5927\u5bb6\u3002<\/p>\n<p>\u4eca\u5929\u6211\u4eec\u7684\u5bf9\u8c08\u5230\u8fd9\u91cc\uff0c\u8c22\u8c22\u987a\u96e8 \uff0c\u611f\u8c22\u5927\u5bb6\uff01<strong>\uff08\u672c\u6587\u9996\u53d1\u949b<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%aa%92%e4%bd%93\" title=\"View all posts in \u5a92\u4f53\" target=\"_blank\" class=\"tag_link\">\u5a92\u4f53<\/a>APP\uff0c\u4f5c\u8005 | AGI-Signal\uff0c\u7f16\u8f91 | \u79e6\u806a\u6167\uff09<\/strong><\/p>\n<p>(\u6765\u6e90\uff1a\u949b\u5a92\u4f53)<\/p>\n","protected":false},"excerpt":{"rendered":"<p>AI\u7684\u4e0a\u534a\u573a\uff0c\u5927\u5bb6\u90fd\u5728\u95ee&#8221;\u80fd\u4e0d\u80fd\u505a\u5230&#8221;\u3002\u8fdb\u51652026\u5e74\uff0c\u8fd9\u4e2a\u95ee\u9898\u51e0\u4e4e\u5df2\u7ecf\u6709\u4e86\u7b54\u6848\u3002 \u4f46\u7b54\u6848\u843d\u5730\u7684\u90a3\u4e00\u523b\uff0c\u66f4\u96be\u7684 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[6],"tags":[379,368,252,153,280,95,321,157,119,238],"views":38,"_links":{"self":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/793671"}],"collection":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=793671"}],"version-history":[{"count":0,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/793671\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=793671"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=793671"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=793671"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}