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\u4ee3\u7406\u5f0fAI\uff0c\u987e\u540d\u601d\u4e49\uff0c\u5b83\u4e0d\u518d\u662f\u4e00\u4e2a\u88ab\u52a8\u63a5\u6536\u6307\u4ee4\u7684\u51fd\u6570\uff0c\u800c\u662f\u4e00\u4e2a\u5177\u5907\u884c\u52a8\u80fd\u529b\u548c\u81ea\u4e3b\u5224\u65ad\u80fd\u529b\u7684\u201c\u4ee3\u7406\u201d\u3002\u5b83\u4e4b\u6240\u4ee5\u80fd\u5b8c\u6210\u590d\u6742\u5de5\u4f5c\uff0c\u6b63\u662f\u56e0\u4e3a\u5b83\u7a81\u7834\u4e86\u5355\u6b21\u5927\u6a21\u578b\u8c03\u7528\u7684\u5c40\u9650\uff0c\u8f6c\u800c\u6267\u884c\u4e00\u7cfb\u5217\u7531LLM\u9a71\u52a8\u7684\u3001\u76f8\u4e92\u8fde\u63a5\u7684\u591a\u6b65\u9aa4<\/strong>\u5de5\u4f5c\u6d41\u3002<\/p>\n\n\n\n

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\u8fd9\u79cd\u5fc3\u667a\u6a21\u578b\u7684\u9769\u547d\uff0c\u8981\u6c42\u6211\u4eec\u5f00\u53d1\u8005\u5fc5\u987b\u5177\u5907\u4e00\u79cd\u65b0\u7684\u601d\u7ef4\u80fd\u529b\uff1a\u5c06\u4e00\u4e2a\u5b8f\u5927\u7684\u3001\u590d\u6742\u7684\u5e94\u7528\uff0c\u89e3\u6784\u4e3a\u53ef\u4ee5\u88ab\u5e8f\u5217\u5316\u6267\u884c<\/strong>\u7684\u5b50\u4efb\u52a1\u96c6\u5408\uff0c\u5e76\u5c06\u5176\u65e0\u7f1d\u8854\u63a5\uff0c\u5f62\u6210\u4e00\u4e2a\u81ea\u6d3d\u7684\u4ee3\u7406\u5f0f\u5de5\u4f5c\u6d41\u3002<\/p>\n\n\n\n

**\u4ee3\u7406\u5de5\u4f5c\u6d41\u7684\u79d8\u5bc6\uff1a\u7ed3\u6784\u5316\u5206\u89e3\u4e0e\u56db\u5927\u8bbe\u8ba1\u6a21\u5f0f<\/h3>\n\n\n\n

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\u7136\u800c\uff0c\u6784\u5efa\u4ee3\u7406\u5f0fAI\u6700\u5927\u7684\u6311\u6218\uff0c\u5e76\u4e0d\u5728\u4e8e\u80fd\u5426\u8bbe\u8ba1\u51fa\u6700\u521d\u7684\u5de5\u4f5c\u6d41\uff0c\u800c\u5728\u4e8e\u5982\u4f55\u8ba9\u8fd9\u4e2a\u5de5\u4f5c\u6d41\u53d8\u5f97\u6709\u6548\u4e14\u7a33\u5b9a<\/strong>\u3002\u5728\u4e00\u4e2a\u5305\u542b\u591a\u6b65\u9aa4\u3001\u591a\u5de5\u5177\u3001\u591a\u63a8\u7406\u73af\u8282\u7684\u590d\u6742\u7cfb\u7edf\u4e2d\uff0c\u9519\u8bef\u53ef\u80fd\u9690\u85cf\u5728\u4efb\u4f55\u4e00\u4e2a\u89d2\u843d\u3002\u4e00\u4e2a\u6b65\u9aa4\u7684\u5fae\u5c0f\u504f\u5dee\uff0c\u5728\u540e\u7eed\u7684\u8fed\u4ee3\u4e2d\u53ef\u80fd\u88ab\u6307\u6570\u7ea7\u653e\u5927\uff0c\u6700\u7ec8\u5bfc\u81f4\u7cfb\u7edf\u5d29\u6e83\u6216\u8f93\u51fa\u6beb\u65e0\u4ef7\u503c\u3002<\/p>\n\n\n\n

\u4e00\u4e2a\u56e2\u961f\u80fd\u5426\u9ad8\u8d28\u91cf\u5730\u6267\u884c\u4ee3\u7406\u7cfb\u7edf\u9879\u76ee\uff0c\u6700\u5177\u51b3\u5b9a\u6027\u7684\u5355\u4e00\u9884\u6d4b\u56e0\u7d20\uff0c\u6b63\u662f\u4ed6\u4eec\u9a7e\u9a6d**\u4e25\u8c28\u7684\u9519\u8bef\u5206\u6790\u6d41\u7a0b\uff08Disciplined Error Analysis Process\uff09**\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n

\u8fd9\u610f\u5473\u7740\u8981\u544a\u522b\u90a3\u79cd\u57fa\u4e8e\u76f4\u89c9\u6216\u96f6\u6563\u53cd\u9988\u7684\u201c\u6253\u8865\u4e01\u201d\u5f0f\u6539\u8fdb\u3002\u4f18\u79c0\u7684\u56e2\u961f\u4f1a\u7cfb\u7edf\u6027\u5730\u8bbe\u7f6e\u8bc4\u4f30\u673a\u5236\uff08Evaluations, Evals\uff09<\/strong>\u3002\u8fd9\u4e9b\u8bc4\u4f30\u4e0d\u4ec5\u6d4b\u91cf\u6700\u7ec8\u7ed3\u679c\u7684\u6b63\u786e\u6027\uff0c\u66f4\u8981\u80fd\u7a7f\u900f\u590d\u6742\u7684\u4ee3\u7406\u5de5\u4f5c\u6d41\uff0c\u7cbe\u51c6\u5730\u6307\u51fa\uff1a\u5728\u6574\u4e2a\u6267\u884c\u5e8f\u5217\u4e2d\uff0c\u54ea\u4e00\u4e2a\u7ec4\u4ef6\u3001\u54ea\u4e00\u4e2a\u6b65\u9aa4\u662f\u5f53\u524d\u7684\u6027\u80fd\u74f6\u9888\u3002<\/p>\n\n\n\n

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\u6548\u80fd\u98de\u8f6e\u7684\u52a8\u529b\u6838\u5fc3\uff1aEval-Driven\u5f00\u53d1\u7684\u8fed\u4ee3\u54f2\u5b66<\/strong><\/h3>\n\n\n\n

\u4ece\u4e0a\u8ff0\u8bba\u8bc1\u4e2d\uff0c\u6211\u4eec\u53ef\u4ee5\u62bd\u8c61\u51fa\u4e00\u4e2a\u6700\u5177\u666e\u9002\u6027\u7684\u5fc3\u667a\u6a21\u578b\uff0c\u5b83\u4fbf\u662f\u9a71\u52a8\u4ee3\u7406\u5f0fAI\u6210\u529f\u7684\u5e95\u5c42\u903b\u8f91\uff1a\u8bc4\u4f30\u9a71\u52a8\u7684\u5f00\u53d1\uff08Eval-Driven Development, EDD\uff09<\/strong>\u3002<\/p>\n\n\n\n

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    \n
  1. \u8d77\u70b9\uff1a<\/strong> \u590d\u6742\u7684\u73b0\u5b9e\u5e94\u7528\u573a\u666f\u3002<\/li>\n\n\n\n
  2. \u542f\u52a8\uff1a<\/strong> \u8fdb\u884c\u4efb\u52a1\u5206\u89e3\uff0c\u5e76\u5229\u7528\u8bbe\u8ba1\u6a21\u5f0f\u6784\u5efa\u4ee3\u7406\u5de5\u4f5c\u6d41\uff08Workflow Implementation\uff09\u3002<\/li>\n\n\n\n
  3. \u6838\u5fc3\uff1a<\/strong> \u690d\u5165\u4e25\u8c28\u7684\u8bc4\u4f30\u4f53\u7cfb\uff08Eval\uff09<\/strong>\uff0c\u5bf9\u5de5\u4f5c\u6d41\u7684\u5404\u4e2a\u5173\u952e\u8282\u70b9\u8fdb\u884c\u5b9a\u91cf\u6d4b\u91cf\u3002<\/li>\n\n\n\n
  4. \u6821\u51c6\uff1a<\/strong> \u5229\u7528\u8bc4\u4f30\u6570\u636e\u7cbe\u51c6**\u805a\u7126\uff08Hone In\uff09**\u8868\u73b0\u6700\u5dee\u7684\u7ec4\u4ef6\u6216\u6b65\u9aa4\u3002<\/li>\n\n\n\n
  5. \u8fed\u4ee3\uff1a<\/strong> \u5bf9\u74f6\u9888\u7ec4\u4ef6\u8fdb\u884c\u9488\u5bf9\u6027\u6539\u8fdb\uff08Targeted Improvement\uff09\u3002<\/li>\n<\/ol>\n\n\n\n

    \u8fd9\u4e2a\u98de\u8f6e\u7684\u6bcf\u4e00\u6b21\u8f6c\u52a8\uff0c\u90fd\u8ba9\u7cfb\u7edf\u671d\u7740\u66f4\u7a33\u5b9a\u3001\u66f4\u9ad8\u6548\u7684\u65b9\u5411\u8fdb\u5316\u3002\u8bc4\u4f30\u9a71\u52a8\u7684\u5f00\u53d1\uff0c\u63d0\u4f9b\u4e86\u4e00\u5957\u79d1\u5b66\u7684\u65b9\u6cd5\u8bba\uff0c\u5c06AI\u7cfb\u7edf\u7684\u5f00\u53d1\u4ece\u4e00\u95e8\u827a\u672f\u8f6c\u5316\u4e3a\u4e00\u95e8\u5de5\u7a0b\u79d1\u5b66\u3002\u5b83\u4e0d\u4ec5\u80fd\u8ba9\u7cfb\u7edf\u7684\u6027\u80fd\u63d0\u5347\uff0c\u66f4\u8d4b\u4e88\u4e86\u6574\u4e2a\u5f00\u53d1\u8fc7\u7a0b\u4ee5\u6e05\u6670\u3001\u53ef\u9884\u6d4b\u7684\u8fed\u4ee3\u8def\u5f84\u3002\u5bf9\u4e8e\u8ffd\u6c42\u8ba4\u77e5\u8dc3\u8fc1\u7684\u5f00\u53d1\u8005\u800c\u8a00\uff0c\u638c\u63e1\u7684\u4e0d\u662f\u67d0\u4e00\u4e2a\u6846\u67b6\u7684API\uff0c\u800c\u662f\u8fd9\u79cd\u8d85\u8d8a\u5177\u4f53\u5de5\u5177\u3001\u9762\u5411\u5e95\u5c42\u903b\u8f91\u7684\u4e25\u8c28\u7cfb\u7edf\u5316\u601d\u7ef4<\/strong>\u3002<\/p>\n\n\n\n

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