{"id":793830,"date":"2026-06-05T16:47:12","date_gmt":"2026-06-05T08:47:12","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=793830"},"modified":"2026-06-05T16:47:12","modified_gmt":"2026-06-05T08:47:12","slug":"15%e5%8f%a5%e8%af%9d%ef%bc%8c%e6%80%bb%e7%bb%93%e5%a7%9a%e9%a1%ba%e9%9b%a8%e7%ac%ac%e4%b8%80%e6%ac%a1%e8%82%89%e8%ba%ab%e4%ba%ae%e7%9b%b8","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=793830","title":{"rendered":"15\u53e5\u8bdd\uff0c\u603b\u7ed3\u59da\u987a\u96e8\u7b2c\u4e00\u6b21\u8089\u8eab\u4eae\u76f8"},"content":{"rendered":"<blockquote>\n<p>\u6587 | \u5b57\u6bcd\u699c<\/p>\n<\/blockquote>\n<p>\u57286\u67085\u65e5\u7684<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\u4e0b\u534a\u573a\u5927\u4f1a\u4e0a\uff0c\u817e\u8baf\u96c6\u56e2\u9ad8\u7ea7\u6267\u884c\u526f\u603b\u88c1\u6c64\u9053\u751f\uff0c\u548c\u817e\u8baf\u9996\u5e2dAI\u79d1\u5b66\u5bb6\u59da\u987a\u96e8\u505a\u4e86\u4e2a\u5bf9\u8bdd\u3002<\/p>\n<p>\u6b64\u6b21\u8c08\u8bdd\u56f4\u7ed5\u817e\u8baf\u5982\u4f55\u7406\u89e3AI\u4e0b\u534a\u573a\u5c55\u5f00\uff1a\u5f53\u5927\u6a21\u578b\u7684\u65b9\u6cd5\u8bba\u9010\u6e10\u6210\u719f\uff0c\u7ade\u4e89\u91cd\u70b9\u6b63\u5728\u4ece\u5355\u70b9\u6a21\u578b\u80fd\u529b\uff0c\u8f6c\u5411\u771f\u5b9e\u573a\u666f\u3001\u4ea7\u54c1\u53cd\u9988\u3001\u4e0a\u4e0b\u6587\u7f51\u7edc\u548cAgent\u5de5\u7a0b\u5316\u843d\u5730\u3002<\/p>\n<p>\u6c64\u9053\u751f\u4e0e\u59da\u987a\u96e8\u7684\u5bf9\u8bdd\uff0c\u4e5f\u900f\u9732\u51fa\u817e\u8baf\u5185\u90e8\uff0c\u6b63\u5728\u7528\u6a21\u578b\u4e0e\u4ea7\u54c1Co-Design\u5bf9\u5185\u90e8\u8fdb\u884c<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e9%87%8d%e7%bb%84\" title=\"View all posts in \u91cd\u7ec4\" target=\"_blank\" class=\"tag_link\">\u91cd\u7ec4<\/a>\u3002<\/p>\n<p><img src=\"https:\/\/images.tmtpost.com\/uploads\/images\/2026\/06\/af4a8e4e114c3794712f0ee97ddb7bfb_1780645627.jpg?imageMogr2\/auto-orient\/strip\/interlace\/1\/quality\/85\/thumbnail\/1440x853\/gravity\/center\/crop\/!1440x853&ext=.jpg\" alt=\"15\u53e5\u8bdd\uff0c\u603b\u7ed3\u59da\u987a\u96e8\u7b2c\u4e00\u6b21\u8089\u8eab\u4eae\u76f8\" style=\"display:block; margin-left:auto; margin-right:auto\" \/><\/p>\n<p>\u6211\u4eec\u6574\u7406\u4e86\u4e24\u4eba\u7684\u6240\u6709\u8c08\u8bdd\uff0c\u5e76\u5c06\u5176\u5f52\u7eb3\u4e3a\u4e8615\u4e2a\u6838\u5fc3\u89c2\u70b9\u3002<\/p>\n<h2><strong>\u5173\u4e8eAI\u4e0b\u534a\u573a<\/strong><\/h2>\n<p><strong>1. &ldquo;\u4e0b\u534a\u573a&rdquo;\u88ab\u6ee5\u7528\u4e86\uff0c\u59da\u987a\u96e8\u52a0\u5165\u817e\u8baf\u7684\u539f\u56e0\u662f\u817e\u8baf&ldquo;\u6709\u95ee\u9898&rdquo;\uff0c\u6709\u771f\u6b63\u7684AI\u9700\u8981\u7684\u597d\u95ee\u9898<\/strong><\/p>\n<p>\u59da\u987a\u96e8\u8868\u793a\uff0c&ldquo;AI\u4e0b\u534a\u573a&rdquo;\u8fd9\u4e2a\u6982\u5ff5\u6709\u4e9b\u88ab\u6ee5\u7528\u3002\u4ed6\u8ba4\u4e3a\uff0c\u8fc7\u53bb\u51e0\u5341\u5e74AI\u66f4\u91cd\u8981\u7684\u662f\u5bfb\u627e\u597d\u65b9\u6cd5\uff0c\u6bd4\u5982\u4e3a\u4e86\u56f4\u68cb\u505aAlphaGo\uff0c\u4e3a\u4e86\u7ffb\u8bd1\u505a\u7279\u5b9a\u6a21\u578b\u3002\u4f46\u5728\u9884\u8bad\u7ec3\u548c\u540e\u8bad\u7ec3\u6210\u719f\u540e\uff0c\u5927\u6a21\u578b\u53d8\u6210\u4e86\u4e00\u628a&ldquo;\u4e07\u80fd\u7684\u9524\u5b50&rdquo;\uff0c\u53ef\u4ee5\u89e3\u51b3\u5404\u79cd\u95ee\u9898\u3002\u4e8e\u662f\uff0c\u771f\u6b63\u7a00\u7f3a\u7684\u5f00\u59cb\u53d8\u6210&ldquo;\u597d\u95ee\u9898&rdquo;\u3002\u6a21\u578b\u80fd\u529b\u5177\u5907\u901a\u7528\u6027\u4e4b\u540e\uff0c\u4f01\u4e1a\u9700\u8981\u5224\u65ad\u5e94\u8be5\u628a\u5b83\u7528\u5728\u54ea\u91cc\uff0c\u89e3\u51b3\u4ec0\u4e48\u95ee\u9898\uff0c\u4ea7\u751f\u4ec0\u4e48\u4ef7\u503c\u3002<\/p>\n<p>\u8fd9\u4e5f\u662f\u59da\u987a\u96e8\u52a0\u5165\u817e\u8baf\u4e00\u4e2a\u5f88\u91cd\u8981\u7684\u539f\u56e0\u3002&ldquo;\u817e\u8baf\u6709\u5f88\u591a\u597d\u7684\u95ee\u9898\uff0c\u6709\u5f88\u591a\u5f88\u591a\u4ea7\u54c1\u3002&rdquo;\u59da\u987a\u96e8\u8bf4\uff0c\u597d\u7684\u4ea7\u54c1\u80fd\u591f\u89e3\u51b3\u7b2c\u4e00\u4e2a\u95ee\u9898\uff0c\u5c31\u662f\u505a\u4e86\u597d\u7684\u9884\u8bad\u7ec3\u548c\u540e\u8bad\u7ec3\u4e4b\u540e\uff0c\u5230\u5e95\u8981\u628a\u5b83\u5e94\u7528\u5728\u4ec0\u4e48\u6837\u7684\u573a\u666f\uff0c\u5b83\u7684\u4ef7\u503c\u5728\u54ea\u91cc\u3002<\/p>\n<p><strong>2. 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class=\"tag_link\">\u5916\u5356<\/a>\u7684tool\uff0c\u90a3\u4f60\u5c31\u6ca1\u6709\u529e\u6cd5\u53bb\u70b9\u5916\u5356\u3002<\/p>\n<p>\u4f46\u6700\u91cd\u8981\u7684\u662fcontext\u3002\u59da\u987a\u96e8\u8bf4\uff0c\u65e0\u8bba\u4f01\u4e1a\u8fd8\u662f\u4e2a\u4eba\uff0c\u8d8a\u6765\u8d8a\u91cd\u8981\u7684\u4e8b\u60c5\u662fcontext\u3002\u56e0\u4e3a\u6a21\u578b\u8d8a\u6765\u8d8a\u64c5\u957f\u628a\u4e00\u4e2a\u975e\u5e38\u590d\u6742\u7684\u8f93\u5165\u53d8\u6210\u4e00\u4e2a\u8f93\u51fa\uff0c\u5f88\u591a\u65f6\u5019\u4f60\u7684\u7ade\u4e89\u58c1\u5792\u5c31\u6765\u81ea\u4e8e\u4f60\u6709\u6ca1\u6709\u90a3\u4e2a\u6700\u539f\u59cb\u7684\u8f93\u5165\u3002\u4f60\u77e5\u4e0d\u77e5\u9053\u8fd9\u4e2a\u4eba\u4ed6\u5728\u5e72\u4ec0\u4e48\uff0c\u4f60\u77e5\u4e0d\u77e5\u9053\u8fd9\u4e2a\u4f01\u4e1a\u7684\u5404\u79cd\u5404\u6837\u7684\u4fe1\u606f\u3002\u8fd9\u4e00\u70b9\uff0c\u817e\u8baf\u6709\u975e\u5e38\u5f3a\u7684\u4f18\u52bf\u3002<\/p>\n<p><strong>3. 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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>\uff0c\u7b2c\u4e8c\u5c31\u662f\u9700\u8981\u6b63\u786e\u7684\u505a\u4e8b\u7684\u65b9\u5f0f\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\u7b2c\u4e09\u4e2a\uff0c\u5728\u4e2d\u56fd\u4eca\u5929\u6240\u505a\u7684\u524d\u6cbf\u63a2\u7d22\u4e0d\u591f\u591a\uff0c\u6240\u4ee5\u59da\u987a\u96e8\u5e0c\u671b\u80fd\u628afrontier exploration\u7684\u7cbe\u795e\u80fd\u66f4\u591a\u5730\u6ce8\u5165\u5230\u7ec4\u7ec7\u4e2d\u3002<\/p>\n<p><strong>4. \u817e\u8baf\u8ffd\u6c42\u6a21\u578b\u4e0e\u4ea7\u54c1Co-Design\uff0c\u4f46\u59da\u987a\u96e8\u8ba4\u4e3a\u4e00\u5207\u7684\u524d\u63d0\u4f9d\u7136\u662f\u6a21\u578b<\/strong><\/p>\n<p>\u8c08\u5230\u817e\u8baf\u5185\u90e8\u9ad8\u9891\u63d0\u5230\u7684Co-Design\uff0c\u59da\u987a\u96e8\u8ba4\u4e3a\uff0c\u7b2c\u4e00\u524d\u63d0\u662f\u6a21\u578b\u672c\u8eab\u8981\u505a\u5f97\u624e\u5b9e\u3002\u9884\u8bad\u7ec3\u662f\u76f8\u5bf9product-agnostic\u7684\u4e8b\u60c5\uff0c\u5b83\u63d0\u4f9b\u53ef\u6cdb\u5316\u7684foundation\uff0c\u80fd\u591f\u8ba9\u5404\u79cd\u4e0b\u6e38\u4efb\u52a1\u6301\u7eed\u53d7\u76ca\u3002<\/p>\n<p>\u540e\u8bad\u7ec3\u65b9\u9762\uff0c\u6700\u91cd\u8981\u7684\u662f\u8bbe\u7acb\u597d\u6b63\u786e\u7684eval\u3002\u59da\u987a\u96e8\u5410\u69fd\uff0c\u56fd\u5185\u53ef\u80fd\u6709\u4e00\u4e2a\u4e0d\u592a\u597d\u7684\u503e\u5411\uff0c\u5c31\u662f\u6bd4\u8f83\u559c\u6b22\u5237\u699c\u3002\u4f46\u66f4\u5e94\u8be5\u5173\u5fc3\u7684\u662f\uff0c\u5982\u4f55\u5b9e\u4e8b\u6c42\u662f\u5730\u57fa\u4e8e\u4ea7\u54c1\u3001\u57fa\u4e8e\u771f\u6b63\u7684\u5e94\u7528\u53bb\u6784\u9020\u66f4\u52a0\u771f\u5b9e\u7684eval\u3002\u5b9e\u7528\u6027\u7684\u4ef7\u503c\u662f\u5927\u4e8e\u5237\u699c\u4ef7\u503c\u7684\u3002<\/p>\n<p>\u8fd9\u4e00\u70b9\u4e0a\uff0c\u817e\u8baf\u505a\u4e86\u5927\u91cf\u5de5\u4f5c\uff0c\u8ddf\u5404\u79cd\u5404\u6837\u7684\u4ea7\u54c1\u8fdb\u884c\u4e86\u6df1\u5ea6\u7684Co-Design\u3002\u59da\u987a\u96e8\u8bf4\uff0cCo-Design\u5f88\u5173\u952e\u7684\u4e00\u70b9\u662f\u8981\u4ea7\u751f\u76f8\u4e92\u7684\u4fe1\u4efb\uff0c\u8fd9\u4e00\u70b9\u817e\u8baf\u505a\u4e86\u5927\u91cf\u5de5\u4f5c\u53bb\u53d6\u5f97\u4e92\u4fe1\u3002\u600e\u4e48\u628a\u4ea7\u54c1\u7684\u6570\u636e\u7528\u597d\uff0c\u600e\u4e48\u628a\u8fd9\u79cd\u56de\u6d41\u7528\u597d\uff0c\u600e\u4e48\u628aeval\u505a\u597d\uff0c\u8fd9\u91cc\u6709\u5f88\u591a\u7ec6\u8282\u3002<\/p>\n<p><strong>5. \u771f\u5b9e\u4ea7\u54c1\u53cd\u9988\u80fd\u53d1\u73b0benchmark\u770b\u4e0d\u5230\u7684\u95ee\u9898<\/strong><\/p>\n<p>\u59da\u987a\u96e8\u4e5f\u4e0d\u5426\u8ba4benchmark\u7684\u4ef7\u503c\uff0c\u4f46\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u771f\u5b9e\u4e16\u754c\u7684\u6570\u636e\u81f3\u5c11\u6709\u4e09\u7c7b\u4ef7\u503c\u3002<\/p>\n<p>\u7b2c\u4e00\uff0c\u53d1\u73b0\u699c\u5355\u65e0\u6cd5\u66b4\u9732\u7684\u5e95\u7ebf\u95ee\u9898\u3002\u59da\u987a\u96e8\u8bf4\uff0c\u817e\u8baf\u60f3\u8981\u53d1\u4e00\u4e2apreview\u6a21\u578b\uff0c\u6700\u91cd\u8981\u7684\u76ee\u7684\u4e4b\u4e00\uff0c\u5c31\u662f\u5e0c\u671b\u80fd\u83b7\u5f97\u771f\u5b9e\u4e16\u754c\u7684\u53cd\u9988\uff0c\u4fee\u590d\u5404\u79cd\u699c\u5355\u4e2d\u6ca1\u6cd5\u53d1\u73b0\u7684\u5e95\u7ebf\u95ee\u9898\u3002\u8fd9\u4e00\u70b9\u4f1a\u5728\u6b63\u5f0f\u7248\u4e0a\u6709\u975e\u5e38\u5927\u7684\u6539\u8fdb\u3002<\/p>\n<p>\u7b2c\u4e8c\uff0c\u7406\u89e3\u771f\u5b9e\u7528\u6237\u7684prompt distribution\u3002\u56e0\u4e3a\u73b0\u5b9e\u7528\u6237\u7684\u95ee\u9898\u5f80\u5f80\u6a21\u7cca\u3001\u77ed\u4fc3\u3001\u591a\u8f6e\u8ffd\u95ee\uff0c\u800cbenchmark\u9898\u76ee\u901a\u5e38\u66f4\u7cbe\u786e\u3001\u66f4\u5355\u8f6e\u3002\u6bd4\u5982benchmark\u4e0a\u9762\u7684\u9898\u76ee\u53ef\u80fd\u90fd\u662f\u975e\u5e38\u7cbe\u786e\u7684\uff0c\u6709\u975e\u5e38\u957f\u7684concrete description\uff0c\u800c\u4e14\u4e00\u822c\u6765\u8bf4\u662f\u4e00\u4e2a\u5355\u8f6e\u95ee\u9898\u3002\u4f46\u662f\u5728\u73b0\u5b9e\u573a\u666f\u4e2d\uff0c\u5927\u5bb6\u95ee\u7684\u95ee\u9898\u53ef\u80fd\u90fd\u662f\u6bd4\u8f83\u6a21\u7cca\u7684\uff0c\u53ef\u80fd\u5c31\u4e00\u4e24\u53e5\u8bdd\uff0c\u7136\u540e\u4ed6\u4f1a\u4e0d\u505c\u8ffd\u95ee\u3002\u8fd9\u4e9bsetup\u4e0a\u7684difference\uff0c\u5c31\u53ef\u4ee5\u542f\u53d1\u600e\u4e48\u53bb\u66f4\u597d\u5730\u505a\u8fd9\u6837\u7684\u8bad\u7ec3\u3002<\/p>\n<p>\u7b2c\u4e09\uff0c\u4ea7\u54c1\u672c\u8eab\u8fd8\u53ef\u80fd\u542f\u53d1\u65b0\u7684\u8bc4\u6d4b\u65b9\u5411\uff0c\u63a8\u52a8\u5c1a\u672a\u88ab\u5f88\u597d\u5b9a\u4e49\u7684\u80fd\u529b\u9886\u57df\u3002\u59da\u987a\u96e8\u8bf4\uff0c\u751a\u81f3\u53ef\u4ee5\u5728\u8fd9\u4e9b\u4ea7\u54c1\u4e0a\u83b7\u5f97\u4e00\u4e9b\u7075\u611f\uff0c\u53bb\u63a8\u8fdb\u73b0\u5728\u8fd8\u6ca1\u6709\u7684\u699c\u5355\uff0c\u6216\u8005\u8fd8\u6ca1\u6709\u88ab\u5f88\u597d\u5b9a\u4e49\u7684\u9886\u57df\u3002\u6bd4\u5982\u817e\u8baf\u6700\u8fd1\u505a\u4e86\u5f88\u591aContext learning\u7684\u5de5\u4f5c\uff0c\u5305\u62ec\u5143\u5b9d\u7684\u53cd\u9988\u4e5f\u7ed9\u4e86\u5f88\u5927\u7684\u542f\u53d1\u548c\u5e2e\u52a9\u3002<\/p>\n<h2>\u5173\u4e8e\u6a21\u578b\u6cdb\u5316<\/h2>\n<p><strong>6. \u4ee5\u6a21\u578b\u4e4b\u540d\uff0c\u817e\u8baf\u7684\u4e0d\u540c\u4ea7\u54c1\u7ec8\u4e8e\u6709\u4e86\u70b9&ldquo;\u4e92\u76f8\u6d41\u901a&rdquo;<\/strong><\/p>\n<p>\u59da\u987a\u96e8\u6307\u51fa\uff0cLLM\u65f6\u4ee3\u4e0e\u8fc7\u53bbAI\u7684\u6839\u672c\u5dee\u5f02\u662f\u6cdb\u5316\u6027\u3002\u8fc7\u53bb\u505a\u7ffb\u8bd1\u6a21\u578b\uff0c\u53ea\u9700\u8981\u7ffb\u8bd1\u6570\u636e\u3002\u505a\u56f4\u68cb\u7a0b\u5e8f\uff0c\u53ea\u9700\u8981\u56f4\u68cb\u6570\u636e\u3002\u4f46\u4eca\u5929\u5373\u4fbf\u53ea\u505aCoding Agent\uff0c\u4e5f\u9700\u8981\u804a\u5929\u3001\u641c\u7d22\u3001\u6307\u4ee4\u9075\u5faa\u3001\u63a8\u7406\u7b49\u591a\u79cd\u80fd\u529b\u3002<\/p>\n<p>\u56e0\u6b64\uff0c\u62e5\u6709\u591a\u4e2a\u4ea7\u54c1\u573a\u666f\u7684\u516c\u53f8\u4f1a\u5177\u5907\u4f53\u7cfb\u5316\u4f18\u52bf\u3002\u59da\u987a\u96e8\u8bf4\uff0c\u548c\u5143\u5b9d\u7684Co-Design\u53ef\u4ee5\u4f7f\u6a21\u578b\u4ea7\u751f\u5f88\u5f3a\u7684\u804a\u5929\u548c\u641c\u7d22\u80fd\u529b\u3002\u4f46\u8fd9\u6837\u7684\u80fd\u529b\u53c8\u53ef\u4ee5\u88ab\u8fc1\u79fb\u5230ima\u3001WorkBuddy\u7b49\u5176\u4ed6\u4ea7\u54c1\u3002\u6240\u4ee5\u8fd9\u4e9b\u4ea7\u54c1\u80fd\u591f\u63d0\u4f9b\u4e0d\u540c\u7684\u6570\u636e\uff0c\u800c\u8fd9\u4e9b\u6570\u636e\u4e4b\u95f4\u53c8\u53ef\u4ee5\u76f8\u4e92\u6269\u6563\u3001\u76f8\u4e92\u8fc1\u79fb\uff0c\u5f62\u6210\u4e00\u4e2a\u50cf\u7f51\u7edc\u4e00\u6837\u7684\u4f53\u7cfb\u3002\u8fd9\u4e00\u70b9\u7684\u4ef7\u503c\u4f1a\u8d8a\u6765\u8d8a\u91cd\u8981\u3002<\/p>\n<p>\u6b64\u524d\uff0c\u817e\u8baf\u7684\u6253\u6cd5\u88ab\u5916\u754c\u5f62\u5bb9\u4e3a&ldquo;\u8d5b\u9a6c&rdquo;\u3002\u4e0d\u540c\u4e1a\u52a1\u505a\u76f8\u540c\u65b9\u5411\u7684\u4ea7\u54c1\uff0c\u5f7c\u6b64\u7ade\u4e89\uff0c\u5f88\u5c11\u6709\u5f62\u6210\u5408\u529b\u7684\u611f\u89c9\uff0c\u73b0\u5728\u4f3c\u4e4e\u4ee5AI\u4e4b\u540d\u5f00\u59cb\u6709\u6240\u6539\u53d8\u3002<\/p>\n<p><strong>7. Hy3\u7684\u6838\u5fc3\u53d8\u5316\u662f\u91cd\u5efa\u57fa\u7840\u8bbe\u65bd\u3001\u91cd\u505a\u6570\u636e\uff0c\u5e76\u4f9d\u8d56\u5927\u91cftaste-driven\u7684\u51b3\u7b56<\/strong><\/p>\n<p>\u5bf9\u4e8eHy3 Preview\uff0c\u59da\u987a\u96e8\u8bf4&ldquo;\u5927\u6a21\u578b\u6ca1\u6709\u4ec0\u4e48\u79d8\u5bc6&rdquo;\u3002\u8981\u628ainfrastructure\u505a\u597d\uff0c\u628a\u6570\u636e\u505a\u597d\uff0c\u7b97\u6cd5\u90e8\u5206\u53cd\u800c\u76f8\u5bf9\u7b80\u5355\u3002<\/p>\n<p>\u4ed6\u63d0\u5230\uff0c\u6df7\u51433\u4e3b\u8981\u505a\u4e86\u51e0\u65b9\u9762\u6539\u53d8\u3002\u4e00\u662f\u91cd\u5efa\u4e86\u9884\u8bad\u7ec3\u548c\u5f3a\u5316\u5b66\u4e60\u57fa\u7840\u8bbe\u65bd\u3002\u4e8c\u662f\u5bf9\u6570\u636e\u505a\u4e86\u5f88\u5927\u6539\u53d8\uff0c\u5305\u62ec\u5b9a\u4e49\u66f4\u771f\u5b9e\u7684\u95ee\u9898\u3001\u4e30\u5bccdata taxonomy\u3001\u63d0\u9ad8\u6570\u636e\u8d28\u91cf\uff0c\u8fd9\u662f\u4e00\u4e2a\u6c38\u65e0\u6b62\u5883\u7684\u8ffd\u6c42\u3002\u4e09\u662f\u8bb8\u591a\u5173\u952e\u51b3\u7b56\u6ca1\u6709\u6e05\u6670\u516c\u5f0f\uff0c\u9700\u8981\u5728\u62db\u4eba\u3001\u6a21\u578b\u8282\u594f\u3001\u8d44\u6e90\u53d6\u820d\u4e2d\u4e0d\u65ad\u505atrade-off\uff0c\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u5f88taste-driven\u7684\u8fc7\u7a0b\u3002<\/p>\n<p><strong>8. \u5143\u5b9d\u4e0e\u6df7\u5143\u7684\u5408\u4f5c\uff0c\u6700\u96be\u7684\u90e8\u5206\u4e0d\u662f\u6280\u672f\uff0c\u800c\u662f\u4fe1\u4efb<\/strong><\/p>\n<p>\u59da\u987a\u96e8\u900f\u9732\uff0c\u5143\u5b9d\u65e9\u671f\u9636\u6bb5\uff0c\u6df7\u5143\u66fe\u6d3e\u51fa\u5f88\u5f3a\u7684\u7b97\u6cd5\u9aa8\u5e72\uff0c\u5e2e\u52a9\u5143\u5b9d\u5148\u628aDeepSeek\u7684\u540e\u8bad\u7ec3\u505a\u597d\u3002\u5f7c\u65f6\u6df7\u5143\u81ea\u5df1\u7684\u9884\u8bad\u7ec3\u6a21\u578b\u8fd8\u6ca1\u6709ready\uff0c\u4e0d\u5c11\u7b97\u6cd5\u540c\u5b66\u4e00\u5f00\u59cb\u4e0d\u7406\u89e3\u3002<\/p>\n<p>\u4f46\u59da\u987a\u96e8\u8ba4\u4e3a\uff0c\u7ef4\u62a4\u5143\u5b9d\u8fd9\u6837\u7684\u4ea7\u54c1\u548cDAU\uff0c\u5bf9\u540e\u7eed\u505a\u6a21\u578b\u548c\u957f\u671f\u5408\u4f5c\u90fd\u5f88\u91cd\u8981\u3002\u6240\u4ee5\u5f53\u65f6\u5176\u5b9e\u5f88\u591a\u540c\u5b66\u4e5f\u4e0d\u7406\u89e3\uff0c\u7136\u540e\u4ed6\u9700\u8981\u53bb\u5f88\u52aa\u529b\u5730\u89e3\u91ca\u3002\u4f46\u73b0\u5728\u770b\u8d77\u6765\uff0c\u8fd9\u4e9b\u52aa\u529b\u90fd\u662fpay off\u3002\u8fd9\u6837\u7684\u4e00\u4e2a\u52a8\u4f5c\uff0c\u8ba9\u4ea7\u54c1\u548c\u6a21\u578b\u7684\u540c\u5b66\u610f\u8bc6\u5230\uff0c\u6a21\u578b\u7684\u540c\u5b66\u662f\u771f\u7684\u5728\u4e3a\u4ea7\u54c1\u7740\u60f3\u3002\u8fd9\u4e2a\u5bf9\u4e8e\u4e4b\u540e\u7684\u5408\u4f5c\uff0c\u5305\u62ec\u6df7\u5143\u5728\u5143\u5b9d\u4e0a\u6210\u529f\u7684\u4e0a\u7ebf\uff0c\u8d77\u5230\u4e86\u975e\u5e38\u91cd\u8981\u7684\u4f5c\u7528\u3002<\/p>\n<p>\u59da\u987a\u96e8\u8bf4\uff0c\u505a\u6a21\u578b\u7684\u76ee\u6807\u548c\u4ea7\u54c1\u7684\u76ee\u6807\u6709\u5f88\u591aalign\u7684\u90e8\u5206\uff0c\u4e5f\u6709\u5f88\u591a\u4e0dalign\u7684\u90e8\u5206\u3002\u6a21\u578b\u7684\u4eba\u5e0c\u671b\u80fd\u529b\u8d8a\u5f3a\u8d8a\u597d\uff0c\u4f46\u4ea7\u54c1\u7684\u4eba\u5e0c\u671b\u7528\u6237\u7684\u9700\u6c42\u6ee1\u8db3\u5f97\u8d8a\u597d\u3002\u6240\u4ee5\u5929\u7136\u6709\u5f88\u591a\u4e0dalign\u7684\u90e8\u5206\u3002\u5f88\u91cd\u8981\u7684\u4e00\u70b9\u5c31\u662f\u8981\u6362\u4f4d\u601d\u8003\u7684\u80fd\u529b\u3002\u5f53\u7136\u6709\u5f88\u591a\u6280\u672f\u7684\u90e8\u5206\u53ef\u4ee5\u63a2\u8ba8\uff0c\u4f46\u53ef\u80fd\u6700\u96be\u7684\u90e8\u5206\u5176\u5b9e\u53cd\u800c\u662f\u600e\u4e48\u6837\u53bb\u5efa\u7acb\u4fe1\u4efb\uff0c\u600e\u4e48\u6837\u6362\u4f4d\u601d\u8003\u3002<\/p>\n<p><strong>9. AI\u65f6\u4ee3\u505a\u4ea7\u54c1\u7684\u8303\u5f0f\u53d8\u4e86\uff0c\u4ece&ldquo;\u9884\u5236\u83dc&rdquo;\u53d8\u6210\u5f00\u653e\u5f0f\u670d\u52a1<\/strong><\/p>\n<p>\u6c64\u9053\u751f\u8ba4\u4e3a\uff0c\u505a\u4ea7\u54c1\u7684\u7b2c\u4e00\u6027\u539f\u7406\u6ca1\u6709\u53d8\uff0c\u6700\u7ec8\u8fd8\u662f\u5954\u7740\u7528\u6237\u5230\u5e95\u6709\u4ec0\u4e48\u9700\u6c42\uff0c\u600e\u4e48\u53bb\u89e3\u51b3\u4ed6\u7684\u75db\u70b9\uff0c\u600e\u4e48\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\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<\/p>\n<p>\u4f46\u662f\u786e\u5b9e\uff0c\u5728PC\u4e92\u8054\u7f51\u3001\u79fb\u52a8\u4e92\u8054\u7f51\u65f6\u4ee3\u505a\u4ea7\u54c1\uff0c\u8ddf\u4eca\u5929\u5728AI\u65f6\u4ee3\u505a\u4ea7\u54c1\uff0c\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\uff0c\u505a\u4ea7\u54c1\u5f88\u591a\u65f6\u5019\u60f3\u7684\u662f\u901a\u8fc7\u529f\u80fd\u6765\u6ee1\u8db3\u7528\u6237\u7684\u9700\u6c42\u3002\u4f5c\u4e3a\u4e00\u4e2a\u4ea7\u54c1\u63d0\u4f9b\u65b9\u3001\u670d\u52a1\u63d0\u4f9b\u65b9\uff0c\u8981\u60f3\u6e05\u695a\u63d0\u4f9b\u600e\u6837\u7684\u80fd\u529b\uff0c\u8ba9\u7528\u6237\u53ef\u80fd\u901a\u8fc7\u754c\u9762\u3001\u901a\u8fc7\u67d0\u4e9b\u83dc\u5355\u53bb\u9009\u62e9\u3002\u8fd9\u6709\u70b9\u50cf\u9884\u5236\u83dc\uff0c\u7528\u6237\u53ea\u80fd\u5728\u91cc\u9762\u70b9\u4e00\u6837\u3002<\/p>\n<p>\u4f46\u662f\u5728AI\u65f6\u4ee3\u505a\u4ea7\u54c1\uff0c\u5b83\u8fd9\u79cd\u5f00\u653e\u5f0f\u7684\u670d\u52a1\u5f62\u6001\u4f1a\u5e26\u6765\u5f88\u4e0d\u4e00\u6837\u7684\u8981\u6c42\u548c\u6311\u6218\u3002\u7528\u6237\u901a\u8fc7\u7b80\u5355\u7684\u4ea4\u4e92\u65b9\u5f0f\uff0c\u53ef\u80fd\u662f\u81ea\u7136\u8bed\u8a00\uff0c\u53ef\u80fd\u662f\u8bed\u97f3\u3002\u4f5c\u4e3a\u4ea7\u54c1\u65b9\uff0c\u4f60\u4e5f\u4e0d\u77e5\u9053\u7528\u6237\u4f1a\u95ee\u4ec0\u4e48\uff0c\u6240\u4ee5\u8981\u5145\u5206\u5229\u7528\u6a21\u578b\u80fd\u529b\u53bb\u7406\u89e3\u7528\u6237\u7684\u9700\u6c42\u3002\u7136\u540e\uff0c\u901a\u8fc7\u4eca\u5929\u5927\u6a21\u578b\u7684\u63a8\u7406\u80fd\u529b\u3001\u8c03\u7528\u5de5\u5177\u7684\u80fd\u529b\uff0c\u4ea7\u54c1\u7ed9\u6a21\u578b\u63d0\u4f9b\u5404\u79cd\u5404\u6837\u53ef\u4ee5\u4f7f\u7528\u7684\u5de5\u5177\uff0c\u6765\u5e94\u5bf9\u8fd9\u79cd\u5f00\u653e\u5f0f\u7684\u9700\u6c42\u3002<\/p>\n<p>\u6c64\u9053\u751f\u8bf4\uff0c\u4eca\u5929AI\u65f6\u4ee3\u505a\u4ea7\u54c1\uff0c\u5bf9\u80fd\u529b\u7684\u8981\u6c42\u66f4\u5168\u9762\uff0c\u4e5f\u66f4\u96be\u4e86\u3002\u5c24\u5176\u4eca\u5e74\uff0c\u5927\u90e8\u5206\u4ee3\u7801\u90fd\u7531AI\u751f\u6210\u3002\u5de5\u7a0b\u5e08\u53ef\u80fd\u4f1a\u82b1\u66f4\u591a\u65f6\u95f4\u53bb\u505a\u8bbe\u8ba1\u3001\u505a\u67b6\u6784\u8bbe\u8ba1\uff0c\u628a\u5199\u4ee3\u7801\u7684\u5de5\u4f5c\u4ea4\u7ed9AI\uff0c\u7136\u540e\u5b9a\u671f\u53bb\u6307\u5bfc\u4e00\u4e0b\u3001\u4fee\u6b63\u4e00\u4e0b\u3002\u6d4b\u8bd5\u4e5f\u8981\u5de6\u79fb\uff0c\u66f4\u524d\u7f6e\u5730\u60f3\u6e05\u695a\uff0c\u9488\u5bf9\u5404\u79cd\u6848\u4f8b\u3001\u73af\u5883\uff0c\u4ee5\u53ca\u5bf9\u4e8e\u5f00\u653e\u5f0f\u7b54\u6848\u7684\u4e00\u4e9b\u8981\u6c42\uff0c\u751a\u81f3alignment\uff0c\u600e\u4e48\u5bf9\u9f50\u7528\u6237\u6240\u9700\u8981\u7684\u98ce\u683c\u3002<\/p>\n<p><strong>10. \u59da\u987a\u96e8\u7684\u535a\u58eb\u8bba\u6587\u57282019\u5e74\u5c31\u9884\u89c1\u4e86\u4eca\u5929\uff0c\u4f46\u4ed6\u89c9\u5f97\u81ea\u5df1&ldquo;\u60f3\u7684\u8fd8\u662f\u4e0d\u591f\u5927&rdquo;<\/strong><\/p>\n<p>\u59da\u987a\u96e8\u900f\u9732\uff0c\u4ed6\u91cd\u65b0\u8bfb\u4e86\u81ea\u5df1\u7684\u535a\u58eb\u8bba\u6587\uff0c\u611f\u89c9\u53c8\u56de\u5230\u4e86\u4e00\u4e2a\u5f88\u8fdc\u53e4\u7684\u65f6\u4ee3\u3002\u4ed6\u7684\u535a\u58eb\u8bba\u6587\u7684title\u53eb\u505a\u300aLanguage Agent\uff1afrom Next Token Prediction to Digital Automation\u300b\uff08\u8bed\u8a00\u667a\u80fd\u4f53\uff1a\u4ece\u9884\u6d4b\u4e0b\u4e00\u4e2aToken\u5230\u6570\u5b57\u81ea\u52a8\u5316\uff09\u3002\u90a3\u662f2019\u5e74\uff0c\u4e03\u5e74\u524d\uff0c\u90a3\u662fGPT-2\u7684\u65f6\u5019\uff0c\u5b83\u5f53\u65f6\u53ea\u80fd\u505aNext Token Prediction\uff0c\u800c\u4e14\u5b83\u4ea7\u751f\u7684\u53ef\u80fd\u4e00\u6bb5\u8bdd\u8fd8\u4e0d\u592a\u8fde\u7eed\uff0c\u6216\u8005\u8fd8\u6709\u5f88\u591a\u6bdb\u523a\u3002\u6240\u4ee5\u5f53\u65f6\u4eba\u4eec\u662f\u5f88\u96be\u60f3\u8c61\u5230\uff0c\u5b83\u4f1a\u6709\u4e00\u5929\u6210\u4e3a\u4e00\u4e2a\u6539\u53d8\u4e16\u754c\u7684\u529b\u91cf\u3002<\/p>\n<p>\u5f53\u65f6\u59da\u987a\u96e8\u7684\u60f3\u8c61\u529b\u6bd4\u8f83\u72c2\u91ce\u3002\u4ed6\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\u3002\u4ed6\u89c9\u5f97\u5b83\u6709\u4e00\u5929\u6f5c\u529b\u4e0d\u4ec5\u4ec5\u662f\u5728\u4e8e\u5410\u4e0b\u4e00\u4e2atoken\uff0c\u800c\u662f\u5728\u4e8e\u628a\u8fd9\u4e2a\u4e16\u754c\u4e0a\u6240\u6709\u7684\u4e8b\u60c5\u5168\u90e8automate\u3002\u4ed6\u5f53\u65f6\u60f3\u7684\u662fdigital automation\uff0c\u4f46\u662f\u73b0\u5728\u770b\u8d77\u6765\u4e5f\u6709\u53ef\u80fd\u662fdigital and physical automation\u3002<\/p>\n<p>\u59da\u987a\u96e8\u7684\u535a\u58eb\u671f\u95f4\u4e3b\u8981\u505a\u4e24\u90e8\u5206\u3002\u7b2c\u4e00\uff0c\u5982\u4f55\u5efa\u7acb\u4e00\u4e2aAgent\u7684\u65b9\u6cd5\u8bba\u3002\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\u3002\u6700\u91cd\u8981\u7684\u4e00\u7bc7\u5de5\u4f5c\u53ef\u80fd\u662fReact\u3002<\/p>\n<p>\u4ed6\u8fd8\u8bb0\u5f9722\u5e747\u6708\u4efd\u7684\u65f6\u5019\uff0c\u67d0\u4e00\u5929\u665a\u4e0a\uff0c\u5f53\u4ed6\u7b2c\u4e00\u6b21\u628a\u5f53\u65f6\u662fPalm 2\u7684API\u548c\u81ea\u5df1\u624b\u5199\u7684\u4e00\u4e2aWikipedia\u7684API\u8fde\u5728\u4e00\u8d77\uff0c\u7136\u540e\u5b83\u7b2c\u4e00\u6b21\u53ef\u4ee5\u57fa\u4e8e\u8fd9\u4e2a\u7f51\u9875\u56de\u7b54\u95ee\u9898\uff0c\u5e76\u4e14\u591a\u8f6e\u7684\u4ea4\u4e92\u7684\u65f6\u5019\uff0c\u4ed6\u5f53\u65f6\u611f\u89c9\u5c31\u50cf\u5fae\u5f31\u7684\u7535\u706f\u4e1d\u7a81\u7136\u4eae\u4e86\u7684\u611f\u89c9\u4e00\u6837\u3002\u636e\u4ed6\u6240\u77e5\uff0c\u53ef\u80fd\u8fd9\u662f\u7b2c\u4e00\u6b21\u4eba\u7c7b\u628aLLM\u548c\u771f\u6b63\u7684\u4e92\u8054\u7f51\u8fde\u5728\u4e00\u8d77\uff0c\u5e76\u4e14\u53bb\u505a\u8fd9\u79cd\u591a\u8f6e\u7684\u4ea4\u4e92\u3002<\/p>\n<p>\u4ed6\u5f53\u65f6\u7684\u611f\u89c9\u8fd9\u4e2a\u53ef\u80fd\u57285\u5e74\u6216\u800510\u5e74\u4f1a\u6539\u53d8\u8fd9\u4e2a\u4e16\u754c\u3002\u4f46\u662f\u53ef\u80fd\u6bd4\u60f3\u8c61\u4e2d\u8fd8\u8981\u66f4\u5feb\u3002\u5305\u62ec\u5f53\u65f6\u7b2c\u4e00\u6b21\u63d0\u51faSWE-bench\u7684\u65f6\u5019\uff0c\u4ed6\u89c9\u5f97\u5982\u679c\u8fd9\u4e2a\u4e8b\u60c5\u80fd\u505a\u5230\uff0c\u90a3\u5f88\u663e\u7136\u5b83\u4f1a\u5e26\u6765\u5de8\u5927\u7684\u4ef7\u503c\u3002\u5f53\u65f6\u53ef\u80fd\u662f\u51e0\u767e\u4ebf\u4e0a\u5343\u4ebf\uff0c\u4f46\u73b0\u5728\u53ef\u80fd\u662f\u6570\u4e07\u4ebf\uff0c\u6570\u5341\u4e07\u4ebf\uff0c\u53ef\u80fd\u60f3\u7684\u8fd8\u662f\u592a\u5c0f\u4e86\u3002<\/p>\n<p>\u7b2c\u4e8c\uff0c\u600e\u4e48\u53bb\u5b9a\u4e49Digital Automation\u7684\u4efb\u52a1\u3002\u6bd4\u5982\u8bf4WebShop\u662f\u7b2c\u4e00\u4e2a\u57fa\u4e8e\u4e92\u8054\u7f51\u7684Web Agent\u7684task\u3002\u7136\u540e\u5305\u62ecInterCode\u548cSWE-bench\u662f\u6700\u65e9\u7684Coding Agent\u8fd9\u6837\u7684\u4efb\u52a1\u3002\u73b0\u5728\u770b\u8d77\u6765Agent\u7684\u57fa\u7840\u6700\u91cd\u8981\u7684\u4e24\u4e2a\u90e8\u5206\uff0c\u786e\u5b9e\u662fWeb\u7684Agent\u548cCoding\u7684Agent\u3002<\/p>\n<p>\u59da\u987a\u96e8\u8bf4\uff0c\u4ed6\u770b\u535a\u58eb\u8bba\u6587\u7684\u7ed3\u5c3e\uff0c\u5c31\u662f\u4ed6\u57282024\u5e74\u7684\u65f6\u5019\u5199\u7684future work\uff0c\u7b2c\u4e00\u4e2a\u662ftrain models for agent\uff0c\u7b2c\u4e8c\u4e2a\u662fsafety and robust deployment\uff0c\u7b2c\u4e09\u4e2a\u662fscientific discovery\uff0c\u7b2c\u56db\u4e2a\u662f\u600e\u4e48\u6837\u53bbhelp human\u3002\u4ed6\u5f88\u611f\u6168\uff0c\u8bf4\u73b0\u5728\u5f88\u5e78\u8fd0\uff0c\u786e\u5b9e\u5728\u505a\u5f53\u65f6\u5217\u7684future direction\u3002\u53ef\u80fd\u60f3\u7684\u8fd8\u662f\u4e0d\u591f\u5927\uff0c\u5f53\u65f6\u5df2\u7ecf\u89c9\u5f97\u81ea\u5df1\u60f3\u7684\u591f\u5927\u4e86\uff0c\u4f46\u53ef\u80fd\u8fd8\u662f\u4e0d\u591f\u5927\u3002<\/p>\n<h2>\u5173\u4e8eAgent<\/h2>\n<p><strong>11. Agent\u4e0eCoding Agent\u5df2\u6210\u4e3a\u6a21\u578b\u516c\u53f8\u7684\u57fa\u7840\u80fd\u529b<\/strong><\/p>\n<p>\u59da\u987a\u96e8\u8ba4\u4e3a\uff0c\u4eca\u5929Agent\uff0c\u5c24\u5176Coding Agent\uff0c\u6709\u70b9\u50cf\u9884\u8bad\u7ec3\u4e00\u6837\uff0c\u662f\u6bcf\u5bb6\u6a21\u578b\u516c\u53f8\u90fd\u4e0d\u5f97\u4e0d\u505a\u7684\u57fa\u7840\u80fd\u529b\u3002Coding Agent\u4e4b\u6240\u4ee5\u672c\u8d28\uff0c\u662f\u56e0\u4e3a\u5f53\u6a21\u578b\u80fd\u63a7\u5236file system\u3001\u62e5\u6709container\u65f6\uff0c\u5b83\u5c31\u63a5\u8fd1\u4e00\u4e2acomplete system\u3002<\/p>\n<p>\u4f46\u4ed6\u4e5f\u5f3a\u8c03\uff0c\u505a\u597dCoding Agent\u9700\u8981\u8fdc\u8fdc\u8d85\u8fc7coding\u6570\u636e\u672c\u8eab\uff0c\u8fd8\u9700\u8981\u804a\u5929\u3001\u641c\u7d22\u3001\u63a8\u7406\u7b49\u7efc\u5408\u80fd\u529b\u3002\u56e0\u4e3a\u5927\u6a21\u578b\u6700\u91cd\u8981\u7684\u70b9\u662f\u6cdb\u5316\u6027\u3002\u817e\u8baf\u7684\u505a\u6cd5\u4f1a\u66f4\u5f3a\u8c03\u4f53\u7cfb\u5168\u9762\u5316\u3001\u7ebf\u4e0a\u56de\u6d41\uff0c\u4ee5\u53ca\u5bf9\u65b0\u8303\u5f0f\u7684\u63a2\u7d22\u3002<\/p>\n<p>\u59da\u987a\u96e8\u63d0\u5230\uff0c\u5373\u4f7f\u53ef\u80fd\u4eca\u5929Coding Agent\u4e5f\u662f\u6700\u91cd\u8981\u7684\u4e8b\u60c5\uff0c\u4f46\u817e\u8baf\u8fd8\u662f\u4f1a\u5f3a\u8c03\u4f53\u7cfb\u7684\u5168\u9762\u5316\u3002\u4ed6\u59cb\u7ec8\u8ba4\u4e3a\uff0c\u771f\u7684\u8981\u628aCoding Agent\u505a\u597d\uff0c\u5176\u5b9e\u9700\u8981\u7684\u8fdc\u8fdc\u4e0d\u6b62Coding Agent\u7684\u6570\u636e\u3002\u4e5f\u9700\u8981\u804a\u5929\u3001\u6307\u4ee4\u9075\u5faa\u3001\u63a8\u7406\uff0c\u5404\u79cd\u5404\u6837\u4e0d\u540c\u7684\u4e1c\u897f\u3002<\/p>\n<p>\u7b2c\u4e8c\uff0c\u4ea7\u54c1\u7684\u4f5c\u7528\u8d8a\u6765\u8d8a\u91cd\u8981\u3002\u5982\u4f55\u5229\u7528\u597d\u7ebf\u4e0a\u7684\u56de\u6d41\uff0c\u662f\u4e00\u4e2a\u6bcf\u4e00\u4e2a\u6a21\u578b\u5382\u5546\u90fd\u5728\u5e94\u5bf9\u548c\u601d\u8003\u7684\u95ee\u9898\u3002\u8fd9\u91cc\u817e\u8baf\u79ef\u7d2f\u4e86\u5f88\u591aCo-Design\u7684\u8fd9\u4e9b\u7ecf\u9a8c\u4f1a\u53d8\u5f97\u975e\u5e38\u91cd\u8981\u3002<\/p>\n<p>\u7b2c\u4e09\uff0c\u8fd8\u9700\u8981\u66f4\u591a\u60f3\u8c61\u529b\u3002\u65e0\u8bba\u662f\u6280\u672f\u7684\u6f14\u8fdb\uff0c\u8fd8\u662f\u4ea7\u54c1\u7684\u6f14\u8fdb\uff0c\u8fd8\u662f\u751a\u81f3\u4e0b\u4e00\u4e2a\u8303\u5f0f\u7684\u6f14\u8fdb\uff0c\u817e\u8baf\u8fd8\u662f\u9700\u8981\u505a\u4e00\u4e9b\u63a2\u7d22\u6027\u7684\uff0c\u751a\u81f3\u4e0d\u786e\u5b9a\u6027\u7684\u5de5\u4f5c\u3002<\/p>\n<p><strong>12. \u6027\u4ef7\u6bd4\u7684\u6838\u5fc3\u662fperformance\uff0c\u4e00\u6b21\u628a\u7b80\u5355\u4efb\u52a1\u505a\u5bf9\u6bd4\u6a21\u578b\u67b6\u6784\u66f4\u91cd\u8981<\/strong><\/p>\n<p>\u6c64\u9053\u751f\u63d0\u5230\uff0c\u4ece\u4ea7\u54c1\u4fa7\u6765\u770b\uff0c\u5927\u5bb6\u8d8a\u6765\u8d8a\u591a\u6709token\u7126\u8651\u7684\u58f0\u97f3\uff0ctoken\u6210\u672c\u6301\u7eed\u7206\u53d1\u5f0f\u589e\u957f\u3002\u5f88\u591a\u5ba2\u6237\uff0c\u751a\u81f3\u7528\u6237\uff0c\u5305\u62ec\u8eab\u8fb9\u540c\u4e8b\uff0c\u4e5f\u5728\u7d27\u76ef\u79ef\u5206\u6d88\u8017\u6216\u8005token\u6d88\u8017\u3002\u600e\u4e48\u53ef\u4ee5\u8ba9\u6a21\u578b\u5728\u89e3\u51b3\u67d0\u4e2a\u95ee\u9898\u3001\u5b8c\u6210\u67d0\u4e00\u4e2a\u4efb\u52a1\u65f6\uff0ctoken\u6548\u7387\u6700\u9ad8\uff1f<\/p>\n<p>\u59da\u987a\u96e8\u8ba4\u4e3a\uff0c\u73b0\u5728\u4e2d\u56fd\u5927\u5bb6\u8ba8\u8bba\u6027\u4ef7\u6bd4\uff0c\u53ef\u80fd\u66f4\u591a\u8ba8\u8bba\u7684\u662f\u6a21\u578b\u67b6\u6784\u3002\u4f46\u5b83\u5176\u5b9e\u662f\u4e00\u4e2a\u5f88\u590d\u6742\u7684\u4f53\u7cfb\u3002\u6700\u91cd\u8981\u7684\u4e8b\u60c5\u9996\u5148\u662fperformance\u3002\u5f88\u591a\u4eba\u8ddf\u4ed6\u8bf4\uff0c\u7528\u4e00\u4e2a\u66f4\u5f3a\u7684\u6a21\u578b\uff0c\u6709\u65f6\u5019\u6bd4\u7528\u4e00\u4e2a\u66f4\u5f31\u7684\u6a21\u578b\u6700\u540e\u66f4\u7701\u94b1\uff0c\u56e0\u4e3a\u4f60\u66f4\u5feb\u5730\u628a\u8fd9\u4e2a\u4e8b\u60c5\u505a\u5bf9\u4e86\uff0c\u4e5f\u7701\u4e86\u4eba\u7684\u7cbe\u529b\u3002\u6240\u4ee5\u6700\u91cd\u8981\u7684\u4e8b\u60c5\u662fperformance\u3002\u5982\u679c\u4f60\u7684performance\u597d\uff0c\u5176\u5b9e\u5b83\u5c31\u662f\u6027\u4ef7\u6bd4\u6700\u5173\u952e\u7684\u4e8b\u60c5\u3002<\/p>\n<p>\u5c24\u5176\u4eca\u5e74\uff0c\u5f88\u591a\u7b80\u5355\u4efb\u52a1\u7684\u9c81\u68d2\u6027\u4f1a\u53d8\u5f97\u66f4\u52a0\u91cd\u8981\u3002\u5982\u4f55\u4e00\u6b21\u628a\u5f88\u591a\u76f8\u5bf9\u7b80\u5355\u7684\u4efb\u52a1\u505a\u5bf9\uff0c\u8fd9\u53ef\u80fd\u662f\u6027\u4ef7\u6bd4\u66f4\u5173\u952e\u7684\u90e8\u5206\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u6a21\u578b\u67b6\u6784\u3002<\/p>\n<p>\u7b2c\u4e8c\u90e8\u5206\u662f\u6210\u672c\u3002\u6210\u672c\u672c\u8eab\u4e5f\u662f\u6027\u4ef7\u6bd4\u7684\u4e00\u90e8\u5206\u3002\u7b2c\u4e00\u662f&ldquo;\u6027&rdquo;\uff0c\u5982\u679c\u6027\u80fd\u4e0d\u597d\uff0c\u6027\u4ef7\u6bd4\u5c31\u5f88\u96be\u6210\u7acb\u3002\u7b2c\u4e8c\u662f&ldquo;\u4ef7&rdquo;\uff0c\u4e5f\u5c31\u662f\u6210\u672c\u3002\u6210\u672c\u4e0a\uff0c\u4e2d\u56fd\u5176\u5b9e\u662f\u9886\u5148\u4e8e\u4e16\u754c\u7684\uff0c\u817e\u8baf\u505a\u4e86\u5927\u91cf\u5de5\u4f5c\u53bb\u4f18\u5316\u6210\u672c\u3002<\/p>\n<p>\u6210\u672c\u91cc\uff0c\u53ef\u80fd\u6700\u91cd\u8981\u7684\u4e8b\u60c5\u662f\uff0c\u600e\u4e48\u7528\u4e00\u4e2a\u66f4\u5c0f\u7684\u6a21\u578b\uff0c\u628a\u66f4\u9ad8\u4ef7\u503c\u7684\u4efb\u52a1\u505a\u597d\u3002\u5728\u8fd9\u4e2a\u57fa\u7840\u4e0a\uff0c\u5f53\u7136\u67b6\u6784<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>\u3001\u957f\u6587\u7ba1\u7406\u3001\u811a\u624b\u67b6\u90fd\u6709\u5f88\u591a\u9700\u8981\u505a\u7684\u4e8b\u60c5\u3002\u4f46\u59da\u987a\u96e8\u4e2a\u4eba\u770b\u6cd5\u662f\uff0c\u5982\u679c\u80fd\u505a\u4e00\u4e2a\u76f8\u5bf9\u8f83\u5c0f\u7684\u6a21\u578b\uff0c\u540c\u65f6\u53c8\u80fd\u591f\u6bd4\u80a9\u5927\u6a21\u578b\u7684\u6027\u80fd\uff0c\u800c\u4e14\u5728\u5927\u90e8\u5206\u4efb\u52a1\u4e0a\u505a\u5230\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>13. \u4e0d\u540c\u573a\u666f\u7684Agent\u9700\u8981\u4e0d\u540c\u7684context\uff0c\u8fd9\u662f\u817e\u8baf\u7684\u4f18\u52bf<\/strong><\/p>\n<p>\u6c64\u9053\u751f\u8bf4\uff0c\u817e\u8baf\u505a\u7684Agent\uff0c\u9488\u5bf9\u4e0d\u540c\u573a\u666f\u6709\u4e0d\u540c\u7684\u4ea7\u54c1\u5f62\u6001\u3002\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\u3002\u817e\u8baf\u597d\u51e0\u4e2a\u4ea7\u54c1\u5728\u8fc7\u53bb\u8fd9\u6bb5\u65f6\u95f4\u662f\u968f\u7740\u6a21\u578b\u80fd\u529b\u52a0\u5f3a\uff0c\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\u3002<\/p>\n<p>\u7ed9\u6a21\u578b\u63d0\u4f9b\u66f4\u591a\u7684\u6240\u8c13\u8bb0\u5fc6\uff0c\u7528\u6237\u8fc7\u53bb\u4f7f\u7528\u4e00\u4e9b\u4e60\u60ef\uff0c\u80fd\u63d0\u53d6\u51fa\u6765\u7684\u4e00\u4e9b\u7528\u6237preference\u7684\u4fe1\u606f\u4f5c\u4e3a\u4e0a\u4e0b\u6587\u3002\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\u505a\u4e0d\u540c\u7684Agent\uff0c\u6c64\u9053\u751f\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>14. AI\u65f6\u4ee3\u7684\u4ea7\u54c1\u7ec4\u7ec7\u8981\u66f4\u6241\u5e73\u5316\uff0c\u6bcf\u4e2a\u5de5\u7a0b\u5e08\u90fd\u662f\u4ea7\u54c1\u7ecf\u7406<\/strong><\/p>\n<p>\u6c64\u9053\u751f\u900f\u9732\uff0c\u4ed6\u524d\u9635\u5b50\u5728\u5e2eWorkbuddy\u505a\u4e00\u4e2a\u7ec4\u7ec7\u53d1\u6587\uff0c\u770b\u4e86\u4e00\u4e0b\u4ed6\u4eec\u90a3\u4e2a\u975e\u5e38\u6241\u5e73\u5316\u7684\u7ec4\u7ec7\uff0c\u8ddf\u8fc7\u53bb\u7684\u5176\u4ed6\u4ea7\u54c1\u7ec4\u7ec7\u67b6\u6784\u6709\u5f88\u5927\u5dee\u5f02\u3002\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\u3002\u56e0\u4e3a\u8bd5\u9a8c\u5927\u90e8\u5206\u62ff\u4e0d\u5230\u6b63\u5411\u53cd\u9988\uff0c\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\u60f3\u8981\u7684\u8fd9\u4e2a\u7ed3\u679c\u6709\u6b63\u5411\u5e2e\u52a9\uff0c\u8fd9\u4e2a\u662f\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\u3002\u6240\u4ee5\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\u60f3\u8981\u7684\u4ea7\u54c1\u5f62\u6001\u3002\u6bcf\u4e00\u4e2a\u5de5\u7a0b\u5e08\u66f4\u50cf\u4e00\u4e2a\u6709\u60f3\u6cd5\u7684leader\uff0c\u9a71\u52a8\u591a\u4e2aCoding Agent\uff0c\u9488\u5bf9\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><strong>15. \u56de\u5e94&ldquo;\u817e\u8bafAI\u6162\u4e86&rdquo;\uff0c\u4e0b\u534a\u573a\u521a\u521a\u5f00\u59cb\uff0cAI\u4f1a\u662f\u957f\u671f\u4e14\u591a\u5143\u7684<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><\/strong><\/p>\n<p>\u5bf9\u4e8e\u5916\u754c&ldquo;\u817e\u8baf\u6162\u4e86&rdquo;\u7684\u8ba8\u8bba\uff0c\u59da\u987a\u96e8\u7ed9\u51fa\u4e24\u4e2a\u5224\u65ad\u3002<\/p>\n<p>\u7b2c\u4e00\uff0cAI\u662f\u957f\u671f\u6e38\u620f\uff0c\u800c\u4e0d\u662f\u77ed\u671f\u6e38\u620f\u3002\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\u8bf4\u4e24\u5e74\u540e\u6240\u6709\u4eba\u90fd\u8981\u5931\u4e1a\uff0cAI\u8981\u53d6\u4ee3\u6240\u6709\u4eba\u7684\u5de5\u4f5c\uff0c\u8981\u8d76\u5feb\u8d5a\u4e24\u5e74\u94b1\u9000\u4f11\u3002\u4f46\u5f88\u663e\u7136\u817e\u8baf\u7684\u5224\u65adAI\u662f\u4e00\u4e2a\u957f\u671f\u6e38\u620f\uff0c\u5176\u5b9eAI\u521a\u5f00\u59cb\uff0c\u4e0b\u534a\u573a\u624d\u521a\u521a\u5f00\u59cb\u3002\u59da\u987a\u96e8\u4e0d\u8ba4\u4e3a<a href=\"https:\/\/www.alphaseek.cn\/?tag=chatgpt\" title=\"View all posts in ChatGPT\" target=\"_blank\" class=\"tag_link\">ChatGPT<\/a>\u548cClaude Code\u4f1a\u662f\u552f\u4e00\u7684super 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