{"id":74915,"date":"2026-02-10T23:05:56","date_gmt":"2026-02-10T15:05:56","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/74915.html"},"modified":"2026-02-10T23:05:56","modified_gmt":"2026-02-10T15:05:56","slug":"anthropic%e7%9a%84%e8%9c%82%e7%be%a4%e6%80%9d%e7%bb%b4","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/74915.html","title":{"rendered":"Anthropic\u7684\u8702\u7fa4\u601d\u7ef4"},"content":{"rendered":"

\u00a0\u00a0\u6bcf\u5468\u8ddf\u8e2aAI\u70ed\u70b9\u65b0\u95fb\u52a8\u5411\u548c\u9707\u64bc\u53d1\u5c55 \u60f3\u8981\u63a2\u7d22\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u7684\u524d\u6cbf\u8fdb\u5c55\u5417？\u8ba2\u9605\u6211\u4eec\u7684\u7b80\u62a5，\u6df1\u5165\u89e3\u6790\u6700\u65b0\u7684\u6280\u672f\u7a81\u7834\u3001\u5b9e\u9645\u5e94\u7528\u6848\u4f8b\u548c\u672a\u6765\u7684\u8d8b\u52bf\u3002\u4e0e\u5168\u7403\u6570\u540c\u884c\u4e00\u540c，\u4ece\u884c\u4e1a\u5185\u90e8\u7684\u6df1\u5ea6\u5206\u6790\u548c\u5b9e\u7528\u6307\u5357\u4e2d\u53d7\u76ca\u3002\u4e0d\u8981\u9519\u8fc7\u8fd9\u4e2a\u673a\u4f1a，\u6210\u4e3aAI\u9886\u57df\u7684\u9886\u8dd1\u8005\u3002\u70b9\u51fb\u8ba2\u9605，\u4e0e\u672a\u6765\u540c\u884c！ \u8ba2\u9605：https:\/\/rengongzhineng.io\/<\/span><\/p>\n

\"\"<\/p>\n<\/p>\n

\u4f60\u53ef\u80fd\u5df2\u7ecf\u6ce8\u610f\u5230，Anthropic\u6b63\u5728\u53d1\u751f\u4e00\u4e9b\u4e8b\u3002\u4ed6\u4eec\u5c31\u50cf\u4e00\u8258\u5373\u5c06\u70b9\u706b\u5347\u7a7a\u7684\u5b87\u5b99\u98de\u8239\u3002\u6574\u7bc7\u6587\u7ae0\u53ea\u662f\u201c\u8718\u86db\u611f\u5e94\u201d（spidey-sense）\u4e4b\u7c7b\u7684\u4e1c\u897f\u3002\u522b\u60f3\u592a\u591a\u3002\u53ea\u662f\u76f4\u89c9\u3002\u8bf4\u767d\u4e86，\u5c31\u662f\u201c\u6c1b\u56f4\u611f\u201d（vibes）\u3002<\/p>\n<\/p>\n

\u5982\u679c\u4f60\u505a\u4e00\u505a\u201c\u4fe1\u5c01\u80cc\u9762\u201d\u7684\u7c97\u7b97（back-of-envelope math），\u4f30\u4e00\u4f30\u4f5c\u4e3a\u4e1a\u5185\u4eba\u58eb\u8fdb\u5165Anthropic\u6709\u591a\u96be，\u518d\u628a\u5b83\u4e0e\u4f60\u5728\u9ad8\u4e2d\u6216\u5927\u5b66\u7403\u5458\u9636\u6bb5\u8fdb\u5165\u7f8e\u5f0f\u6a44\u6984\u7403\u8054\u76df（NFL）\u7684\u6982\u7387\u76f8\u6bd4，\u4f60\u4f1a\u53d1\u73b0\u4e24\u8005\u76f8\u5f53\u3002\u5230\u76ee\u524d\u4e3a\u6b62，\u6211\u89c1\u5230\u7684Anthropic\u540c\u4e8b\u90fd\u662f\u201c\u6700\u5f3a\u4e2d\u7684\u6700\u5f3a\u4e2d\u7684\u6700\u5f3a\u201d，\u751a\u81f3\u6bd4\u8c37\u6b4c\u5dc5\u5cf0\u671f\u8fd8\u8981\u5938\u5f20\u3002（\u8bc1\u636e：\u8c37\u6b4c\u5f55\u7528\u4e86\u6211\u3002\u6211\u5c31\u662f\u6700\u201c\u522e\u9505\u5e95\u201d\u7684\u90a3\u6279\u3002）<\/p>\n<\/p>\n

\u5927\u5bb6\u90fd\u5728\u5411\u90a3\u91cc\u805a\u62e2，\u800c\u8fd9\u90e8\u7535\u5f71\u6211\u4e4b\u524d\u5df2\u7ecf\u770b\u8fc7\u4e0d\u6b62\u4e00\u6b21\u3002<\/p>\n<\/p>\n

\u8fc7\u53bb\u56db\u4e2a\u6708\u91cc，\u6211\u6709\u5e78\u4e0eAnthropic\u91cc\u5c06\u8fd140\u4eba\u505a\u8fc7\u76f8\u5bf9\u5766\u8bda\u7684\u957f\u8c08\u2014\u2014\u4ece\u8054\u5408\u521b\u59cb\u4eba\u548c\u9ad8\u7ba1，\u5230\u6574\u652f\u56e2\u961f，\u518d\u5230\u516c\u53f8\u5404\u90e8\u95e8\u7684\u4e2a\u4f53：AI\u7814\u7a76\u3001\u5de5\u7a0b\u3001GTM（go-to-market）\u3001\u9500\u552e\u3001\u7f16\u8f91\u3001\u4ea7\u54c1\u7b49\u7b49\u3002\u90a3\u91cc\u4e5f\u6709\u4e0d\u5c11\u6211\u7684\u670b\u53cb，\u66fe\u5728\u4ee5\u524d\u7684\u9879\u76ee\u91cc\u5171\u4e8b\u8fc7\u3002<\/p>\n<\/p>\n

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\u4f46\u6211\u8fd8\u662f\u505a\u5230\u4e86\u3002\u901a\u5e38\u5728\u4eba\u4eec\u8ddf\u6211\u63a5\u89e614\u79d2\u5185，\u5c31\u4f1a\u610f\u8bc6\u5230\u6211\u201c\u65e0\u5bb3\u201d\u3002\u5230\u4e86\u6211\u8fd9\u628a\u5e74\u7eaa，\u6211\u957f\u51fa\u4e86\u4e00\u79cd\u597d\u5947\u7684\u80fd\u529b：\u65e0\u8bba\u5bf9\u65b9\u662f\u8c01，\u53ea\u8981\u804a\u4e0a\u51e0\u53e5\u5c31\u80fd\u8ba9\u4eba\u611f\u89c9\u826f\u597d，\u540c\u65f6\u4e5f\u8ba9\u6211\u4eec\u4fe9\u90fd\u611f\u89c9\u826f\u597d\u3002（\u4f60\u5927\u6982\u4e5f\u6709\u8fd9\u79cd\u80fd\u529b，\u53ea\u662f\u4e0d\u77e5\u9053\u600e\u4e48\u7528\u3002）<\/p>\n<\/p>\n

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\u53c8\u559c\u53c8\u60b2<\/p>\n<\/p>\n

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\u5728Anthropic，\u6211\u9047\u5230\u7684\u6bcf\u4e00\u4e2a\u4eba\u3001\u6bcf\u4e00\u652f\u56e2\u961f，\u65e0\u4e00\u4f8b\u5916，\u90fd\u5e26\u7740\u4e00\u79cd\u751c\u4e2d\u5e26\u60b2\u7684\u8d85\u7136\u4e4b\u611f\u3002\u4ed6\u4eec\u7ed9\u6211\u7684\u611f\u89c9\u50cf\u662f\u4e00\u7fa4\u88ab\u8d4b\u4e88\u201c\u628a\u4e0e\u6587\u660e\u5c42\u9762\u540c\u7b49\u91cd\u8981\u7684\u67d0\u7269\u5e26\u5165\u73b0\u5b9e\u201d\u7684\u4eba；\u4ed6\u4eec\u5174\u594b，\u4f46\u4e5f\u90fd\u5e26\u7740\u4e00\u79cd\u53e4\u8001\u7cbe\u7075\u5f0f\u7684\u3001\u65e7\u4e16\u754c\u5c06\u901d\u7684\u5e84\u91cd\u3002\u6211\u8bf4\u4e0d\u6e05\u90a3\u7a76\u7adf\u662f\u4ec0\u4e48\u3002<\/p>\n<\/p>\n

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\u201c\u6c1b\u56f4\u601d\u7ef4\u201d（Vibe Mind）<\/p>\n<\/p>\n

\u53ea\u8981\u4f60\u548cAnthropic\u7684\u4eba\u804a，\u603b\u4f1a\u804a\u5230\u201c\u6df7\u6c8c\u201d\u3002\u8fd9\u5bb6\u516c\u53f8\u5e76\u4e0d\u50cf\u540c\u4f53\u91cf\u7684\u516c\u53f8\u90a3\u6837\u8fd0\u8425\u3002\u5176\u4ed6\u516c\u53f8\u5728\u8fd9\u4e2a\u89c4\u6a21\u4e0a\u5f80\u5f80\u5f88\u5feb\u5c31\u53d8\u5f97\u201c\u4e13\u4e1a\u5316\u201d\u3001\u90e8\u95e8\u5316\u3001\u53ef\u95ee\u8d23\u3001\u6210\u719f\u3001\u8bf8\u5982\u6b64\u7c7b\u3002\u6211\u4e0d\u89c9\u5f97Anthropic\u73b0\u5728\u5bf9\u90a3\u4e9b\u201c\u5957\u88c5\u6d41\u7a0b\u201d\u6709\u591a\u5c11\u5174\u8da3\u3002<\/p>\n<\/p>\n

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\u6240\u4ee5\u5f53\u6211\u7b3c\u7edf\u5730\u8bf4\u201cAnthropic\u5b8c\u5168\u9760\u6c1b\u56f4\u8fd0\u884c\u201d\u65f6，\u6211\u76f8\u4fe1\u5728\u9760\u8fd1\u5916\u7f18\u7684\u5730\u65b9\u4e00\u5b9a\u6709\u4f8b\u5916：\u5728\u90a3\u91cc\u4ed6\u4eec\u4f1a\u4e0e\u5916\u90e8\u4e16\u754c\u5efa\u7acb\u66f4\u786c\u5316\u7684\u63a5\u53e3，\u65e0\u8bba\u662f\u751f\u4ea7\u3001GTM，\u8fd8\u662f\u4ea7\u54c1\u8425\u9500\u3002\u516c\u53f8\u5728\u90a3\u4e9b\u8fb9\u7f18\u4f4d\u7f6e\u53ef\u80fd\u66f4\u201c\u6b63\u5e38\u201d\u3002<\/p>\n<\/p>\n

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\u5982\u4f55\u7ec8\u7ed3\u4e00\u4e2a\u9ec4\u91d1\u65f6\u4ee3<\/p>\n<\/p>\n

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2011\u5e744\u6708，\u62c9\u91cc\u00b7\u4f69\u5947\u63a5\u4efbCEO，\u4ed6\u7684\u53e3\u53f7\u53d8\u6210：\u201c\u628a\u66f4\u591a\u6728\u5934\u653e\u5230\u66f4\u5c11\u7684\u7bad\u4e0a\u201d（More Wood Behind Fewer Arrows）\u3002\u4ed6\u89c9\u5f97\u2014\u2014\u4e8b\u5b9e\u4e0a\u4e5f\u6ca1\u9519\u2014\u2014\u90a3\u4e9b\u4e0d\u53d7\u7ea6\u675f\u768420%\u9879\u76ee\u548cGoogle Labs\u5e76\u6ca1\u6709\u4ea7\u51fa\u771f\u6b63\u7684\u201c\u7206\u6b3e\u201d\u3002\u6240\u4ee5\u62c9\u91cc\u5927\u5e45\u7ea6\u675f\u88ab\u8d44\u52a9\u7684\u5de5\u4f5c，20%\u9879\u76ee\u9010\u6b65\u6d88\u4ea1\u3002\u81ea\u90a3\u4ee5\u540e，\u516c\u53f8\u53d8\u5f97\u201c\u653f\u6cbb\u5316\u201d，\u4e27\u5931\u4e86\u5927\u90e8\u5206\u521b\u65b0\u5f15\u64ce，\u9ec4\u91d1\u65f6\u4ee3\u4e5f\u968f\u4e4b\u7ed3\u675f\u3002<\/p>\n<\/p>\n

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\u5728Anthropic，\u4ed6\u4eec\u6b63\u5904\u5728\u9ec4\u91d1\u65f6\u4ee3\u7684\u6b63\u4e2d\u592e：\u51e0\u4e4e\u6240\u6709\u65b9\u5411\u4e0a，\u201c\u53ef\u505a\u7684\u6d3b\u513f\u201d\u90fd\u8fdc\u591a\u4e8e\u201c\u80fd\u505a\u7684\u4eba\u201d\u3002\u5c31\u50cf\u4ed6\u4eec\u7ad9\u5728\u4e00\u4e2a\u4e0d\u65ad\u81a8\u80c0\u7684\u7403\u4f53\u8868\u9762\u3002<\/p>\n<\/p>\n

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\u201c\u5c0f\u7ed3\u7248\u201d<\/p>\n<\/p>\n

\u6211\u975e\u5e38\u6000\u7591，Anthropic\u7684\u8fd0\u4f5c\u65b9\u5f0f，\u5f88\u5feb\u4f1a\u6210\u4e3a\u6240\u6709\u6210\u529f\u516c\u53f8\u5728\u672a\u6765\u51e0\u5e74\u91cc\u7684\u4e3b\u6d41，\u5c3d\u7ba1\u5b83\u4e0e\u5f53\u4eca\u5927\u591a\u6570\u516c\u53f8\u7684\u8fd0\u4f5c\u65b9\u5f0f\u5927\u76f8\u5f84\u5ead\u3002<\/p>\n<\/p>\n

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\u6211\u7684\u670b\u53cbAjit Banerjee\u3001Ryan Snodgrass\u548cMilkana Brace\u641e\u4e86\u5bb6\u4e09\u4eba\u521b\u4e1a\u516c\u53f8，\u53ebSageOx\u3002\u4ed6\u4eec\u628a\u65f6\u95f4\u82b1\u5728\u6211\u5bb6\u4e00\u82f1\u91cc\u5916\u3001\u67ef\u514b\u5170\u4e00\u5bb6\u5496\u5561\u9986\u9762\u5305\u623f\u697c\u4e0a\u7684\u5c0f\u516c\u5bd3\u91cc，\u4e00\u8fde\u6570\u5468\u5c31\u5728\u201c\u5199\u4ee3\u7801\u2014\u7761\u89c9\u201d\u4e4b\u95f4\u5207\u6362\u3002\u4e0b\u697c\u4e70\u5496\u5561\u90fd\u61d2\u5f97\u7a7f\u978b\u3002<\/p>\n<\/p>\n

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SageOx\u8ddf\u6211\u8bf4，\u4ed6\u4eec\u6709\u4e2a\u6d77\u5916\u7684\u5916\u90e8\u7b2c\u56db\u4f4d\u534f\u4f5c\u4f19\u4f34，\u5e38\u5e38\u56e0\u4e3a\u201c\u53ea\u6ede\u540e\u4e24\u5c0f\u65f6\u7684\u4fe1\u606f\u201d\u800c\u505a\u4e86\u65e0\u7528\u529f，\u56e0\u4e3a\u4e00\u5207\u53d8\u5316\u592a\u5feb\u4e86\u3002\u4ed6\u4eec\u4e5f\u8bf4，\u5728\u4ed6\u4eec\u8fd9\u79cd\u901f\u5ea6\u4e0b，\u4f60\u5fc5\u987b\u59cb\u7ec8\u4fdd\u6301\u201c\u5b8c\u5168\u900f\u660e\u201d，\u5426\u5219\u6ca1\u4eba\u77e5\u9053\u4f60\u5728\u505a\u4ec0\u4e48，\u4f60\u5c31\u4f1a\u65e0\u53ef\u633d\u56de\u5730\u843d\u540e\u3002<\/p>\n<\/p>\n

\u6240\u4ee5\u4ed6\u4eec\u628a\u201c\u97f3\u91cf\u201d\u5f00\u5230\u6700\u5927，\u65f6\u523b\u5e7f\u64ad\u81ea\u5df1\u5728\u5e72\u561b\u3002\u201c\u6211\u73b0\u5728\u4e0b\u697c\u53bb\u4e70\u751c\u751c\u5708（DONUT）\u4e86\u3002\u201d\u6709\u4eba\u4f1a\u4ece\u201c\u6253\u76f9\u6c99\u53d1\u201d\u4e0a\u558a：\u201c\u7ed9\u6211\u4e5f\u5e26\u4e00\u4e2a\u3002\u201d\u2014\u2014\u201c\u6211\u73b0\u5728\u8981\u628a\u6570\u636e\u5e93\u5220\u4e86\u3002\u201d\u2014\u2014\u201c\u597d\u3002\u201d<\/p>\n<\/p>\n

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\u56e0\u6b64\u5728SageOx，\u5927\u5bb6\u59cb\u7ec8\u4e92\u770b\u5bf9\u65b9\u7684\u5de5\u4f5c，\u5e76\u636e\u6b64\u91c7\u53d6\u884c\u52a8\u3002\u5c31\u50cf\u6574\u4e2a\u56e2\u961f\u5728\u540c\u65f6\u201c\u7ed3\u5bf9\u7f16\u7a0b\u201d\u3002\u4ed6\u4eec\u5b9e\u65f6\u5730\u5f7c\u6b64\u6821\u51c6\u822a\u5411\u3002<\/p>\n<\/p>\n

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\u5927\u5bb6\u7684\u5171\u8bc6\u662f：\u5927\u591a\u6570\u5f00\u53d1\u8005\u5bf9\u6b64\u4f1a\u975e\u5e38\u4e0d\u9002\u3002<\/p>\n<\/p>\n

\u4e3a\u4ec0\u4e48？\u56e0\u4e3a\u8fd9\u662f\u201c\u81ea\u6211\u4e4b\u6b7b\u201d\u3002\u6240\u6709\u4eba\u90fd\u80fd\u770b\u5230\u4f60\u7684\u5931\u8bef\u4e0e\u6b67\u9014\u3002\u6240\u6709\u4eba\u90fd\u80fd\u770b\u6e05\u4f60\u7684\u771f\u5b9e\u901f\u5ea6\u3002\u4f60\u65e0\u5904\u53ef\u85cf，\u4e5f\u6ca1\u6709\u5fc5\u8981\u9690\u85cf\u3002\u4f60\u5fc5\u987b\u505a\u4e00\u53ea\u5feb\u4e50\u7684\u871c\u8702\u3002<\/p>\n<\/p>\n

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\u603b\u4e4b，\u770b\u5230SageOx\u8fd9\u4e09\u4eba\u5c0f\u961f\u8fd9\u6837\u8fd0\u4f5c\u2014\u2014\u4ee5\u8702\u7fa4\u601d\u7ef4\u5728\u534f\u4f5c，\u7528\u7d27\u5bc6\u7684\u81ea\u6211\u5f3a\u5316\u73af\u8def\u81ea\u52a8\u5316\u81ea\u5df1\u7684\u5de5\u4f5c\u2014\u2014\u6211\u7acb\u523b\u60f3\u5230\u4e86Anthropic\u3002SageOx\u4e5f\u5e76\u4e0d\u4e13\u6ce8\u5229\u6da6；\u4ed6\u4eec\u4e13\u6ce8\u201c\u53d1\u73b0\u201d\u3002\u4ed6\u4eec\u8bd5\u56fe\u901a\u8fc7\u201c\u53d1\u660e\u201d\u627e\u5230PMF（\u4ea7\u54c1-\u5e02\u573a\u5951\u5408），\u56e0\u4e3a\u8fd9\u662f\u4e00\u4e2a\u65b0\u8303\u7574\u3002<\/p>\n<\/p>\n

\u4e3a\u81ea\u5df1\u800c\u5efa，\u662f\u5728\u65b0\u4e16\u754c\u91cc\u8ba9\u4f60\u7684\u4ea7\u54c1\u62e5\u6709\u975e\u96f6\u6210\u529f\u6982\u7387\u7684\u552f\u4e00\u529e\u6cd5\u3002\u505a\u4e00\u4ef6\u53ea\u4e3a\u4f60\u81ea\u5df1\u7684\u4e1c\u897f，\u5e76\u786e\u4fdd\u4f60\u7231\u5b83\u5230\u9aa8\u5b50\u91cc\u2014\u2014\u5982\u6b64\u4f60\u624d\u4f1a\u7b03\u5b9a\u201c\u8fd9\u5c31\u662f\u5176\u4ed6\u4eba\u4e5f\u8be5\u91c7\u7528\u7684\u5de5\u4f5c\u65b9\u5f0f\u201d\u3002<\/p>\n<\/p>\n

\u6211\u770b\u5230\u592a\u591a\u201cAI\u539f\u751f\u201d\u7684\u521b\u4e1a\u8005\u5728\u8bd5\u7740\u731c\u201c\u5927\u5bb6\u53ef\u80fd\u60f3\u8981\u4ec0\u4e48\u201d，\u7136\u540e\u9020\u51fa\u6ce8\u5b9a\u5931\u8d25\u7684\u73a9\u610f\u513f\u3002\u4ed6\u4eec\u7ed9\u4f01\u4e1a\u5f00\u53d1\u4e00\u4e9b\u5c0f\u5c0f\u7684\u201c\u4ee3\u7406\u5de5\u4f5c\u53f0\u201d，\u63d0\u4f9b\u4eba\u683c\u5316\u52a9\u624b\u3001RAG\u4e4b\u7c7b；\u6216\u8005\u7ed9\u201c\u666e\u901a\u5f00\u53d1\u8005\u201d\u505a\u7f16\u6392\u5668，\u8bd5\u56fe\u8ba9\u4ee3\u7406\u66f4\u5b89\u5168\u3002\u7ed3\u679c\u5c31\u662f\u2026\u2026\u5509\u3002\u7ad9\u5728\u4e86\u201c\u82e6\u6da9\u6559\u8bad\u201d（Bitter Lesson）\u7684\u53cd\u9762\u3002<\/p>\n<\/p>\n

\u4ed6\u4eec\u4e0d\u662f\u5728\u4e3a\u81ea\u5df1\u800c\u5efa，\u6240\u4ee5\u4ed6\u4eec\u770b\u4e0d\u5230\u771f\u6b63\u7684\u4e1c\u897f\u3002<\/p>\n<\/p>\n

\u300a\u5361\u5766\u5c9b\u300b\u7684\u53d1\u660e\u8005\u7279\u4f0a\u4f2f（Teuber）\u66fe\u8457\u540d\u5730\u5148\u4e3a\u81ea\u5df1\u7684\u5bb6\u5ead\u53cd\u590d\u6253\u78e8\u65b0\u6e38\u620f，\u591a\u5e74\u8bd5\u9a8c\u4e4b\u540e\u624d\u6478\u7d22\u51fa\u300a\u5361\u5766\u300b\u7684\u516c\u5f0f\u3002\u6211\u559c\u6b22\u628a\u4ed6\u4eec\u56f4\u5750\u4e00\u8d77\u8bd5\u9a8c\u65b0\u53d8\u4f53\u7684\u573a\u9762，\u7c7b\u6bd4\u4e3a\u5f53\u4ee3AI\u5f00\u53d1\u8005\u6784\u5efa\u8f6f\u4ef6\u7684\u65b9\u5f0f\u3002<\/p>\n<\/p>\n

\u201c\u8425\u706b\u6a21\u578b\u201d（Campfire Model）<\/p>\n<\/p>\n

\u4e0e\u4f20\u7edf\u4e0a\u6309\u90e8\u95e8\u5206\u5272\u7684\u7ec4\u7ec7\u4e0d\u540c，Anthropic\u548cSageOx\u5728\u6211\u770b\u6765\u90fd\u50cf\u662f\u56f4\u7740\u201c\u8425\u706b\u201d\u4e00\u8d77\u642d\u5efa，\u81f3\u5c11\u8fd9\u4e0e\u5927\u591a\u6570\u4eba\u5f53\u4e0b\u5bf9\u201c\u4ee3\u7406\u5f0f\u5f00\u53d1\u201d\u7684\u60f3\u8c61\u5f88\u4e0d\u4e00\u6837\u3002<\/p>\n<\/p>\n

\u6211\u662f\u5728\u8fd9\u5468\u672b\u72b9\u4ed6\u5dde\u9e7f\u8c37（Deer Valley）\u7684Thoughtworks\u975e\u4f1a\u8bae（unconference）\u5916\u51fa\u6d3b\u52a8\u4e2d，\u8ba8\u8bba\u201c\u6f14\u5316\u5f0f\u8bbe\u8ba1\u201d\u65f6\u5f00\u59cb\u770b\u5230\u8fd9\u4e2a\u7c7b\u6bd4\u7684，\u9a6c\u4e01\u00b7\u798f\u52d2（Martin Fowler）\u597d\u5fc3\u9080\u8bf7\u4e86\u6211\u3002\u6d3b\u52a8\u76f8\u5f53\u68d2，\u6211\u89c1\u5230\u4e86\u6765\u81ea\u4e16\u754c\u5404\u5730\u4e0e\u884c\u4e1a\u91cc\u7684\u8bf8\u591a\u806a\u660e\u4eba，\u5f88\u8363\u5e78\u80fd\u5728\u573a\u3002<\/p>\n<\/p>\n

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\u76f8\u53cd，\u5728\u8fd9\u6b21\u5173\u4e8eSDD\u7684\u8ba8\u8bba\u4e2d，\u6211\u4eec\u610f\u8bc6\u5230\u81ea\u5df1\u66f4\u504f\u7231\u6240\u8c13\u7684\u201c\u63a2\u7d22\u5f0f\u5f00\u53d1\u201d\u6216\u201c\u6f14\u5316\u5f0f\u5f00\u53d1\u201d：\u4e0e\u5176\u505a\u4e00\u4efd\u5e9e\u6742\u7684\u89c4\u683c，\u4e0d\u5982\u5927\u5bb6\u56f4\u7740\u8425\u706b\u4e00\u8d77\u201c\u642d\u7740\u505a\u201d\u3002<\/p>\n<\/p>\n

\u8425\u706b\u7684\u4e2d\u5fc3\u662f\u4e00\u4efd\u201c\u6d3b\u7684\u539f\u578b\u201d\u3002\u6ca1\u6709\u7011\u5e03\u3002\u6ca1\u6709\u5927\u89c4\u683c\u6587\u6863\u3002\u53ea\u6709\u4e00\u4e2a\u4e0d\u65ad\u6f14\u5316\u7684\u539f\u578b，\u7ecf\u8fc7\u7fa4\u4f53\u96d5\u5851，\u6700\u7ec8\u957f\u6210\u90a3\u4e2a\u201c\u5bf9\u7684\u4e1c\u897f\u201d：\u5f53\u4f60\u6700\u7ec8\u627e\u5230\u5b83\u65f6，\u4f60\u4f1a\u77e5\u9053\u3002<\/p>\n<\/p>\n

\u4f5c\u4e3a\u65c1\u8bc1，\u636e\u6211\u6240\u77e5，Anthropic\u4e0d\u4f1a\u63d0\u524d\u5236\u5b9a\u8d85\u8fc790\u5929\u7684\u7ecf\u8425\u8ba1\u5212，\u90a3\u5c31\u662f\u4ed6\u4eec\u201c\u6700\u5916\u5708\u7684\u201d\u89c4\u5212\u5468\u671f\u3002\u4ed6\u4eec\u9760\u201c\u6c1b\u56f4\u201d，\u7528\u540c\u4f53\u91cf\u516c\u53f8\u96be\u4ee5\u60f3\u8c61\u7684\u6700\u77ed\u5468\u671f\u4e0e\u6700\u5feb\u53cd\u9988\u56de\u8def\u5728\u8fd0\u8f6c\u3002<\/p>\n<\/p>\n

\u800c\u4ed6\u4eec\u8bf4，\u7ed3\u679c\u5f88\u50cf\u201c\u5373\u5174\u8868\u6f14\u201d（improv）\u3002<\/p>\n<\/p>\n

\u89c4\u6a21\u5316\u7684\u5373\u5174<\/p>\n<\/p>\n

Anthropic\u7684\u201c\u8702\u7fa4\u601d\u7ef4\u201d，\u88ab\u5458\u5de5\u5f62\u5bb9\u4e3a\u201cYes, and\u2026\u201d\u98ce\u683c\u7684\u5373\u5174\u5267\u3002\u6bcf\u4e2a\u60f3\u6cd5\u90fd\u4f1a\u88ab\u6b22\u8fce\u3001\u88ab\u5ba1\u89c6\u3001\u88ab\u54c1\u5473，\u518d\u7531\u8702\u7fa4\u601d\u7ef4\u5224\u65ad\u5176\u4ef7\u503c\u3002\u4e00\u5207\u90fd\u57fa\u4e8e\u201c\u6c1b\u56f4\u201d\u3002\u6ca1\u6709\u4e2d\u592e\u7684\u51b3\u7b56\u6743\u5a01\u3002\u4ed6\u4eec\u5c31\u662f\u628a\u4e00\u5207\u90fd\u8bd5\u4e00\u904d，\u800c\u5f53\u9b54\u6cd5\u53d1\u751f\u65f6，\u5927\u5bb6\u4f1a\u5728\u540c\u4e00\u65f6\u523b\u201c\u5fc3\u7167\u4e0d\u5ba3\u201d\u3002<\/p>\n<\/p>\n

\u4ed6\u4eec\u901a\u8fc7\u6df7\u642d\u4e0e\u63a2\u7d22，\u5728AI\u4e0e\u77e5\u8bc6\u5de5\u4f5c\u7684\u524d\u6cbf\u63a8\u8fdb，\u5c31\u50cf\u201c\u6cdb\u6d2a\u586b\u5145\u201d（floodfill）\u5728\u5bfb\u627e\u8def\u5f84\u3002<\/p>\n<\/p>\n

\u8fd9\u8ba9\u6211\u60f3\u8d77\u7eaf\u51fd\u6570\u5f0f\u6570\u636e\u7ed3\u6784，\u5b83\u4eec\u50cf\u201c\u53ea\u8ffd\u52a0\u65e5\u5fd7\u201d\u3002\u52302026\u5e74，\u7eaf\u51fd\u6570\u5f0f\u7684\u6570\u636e\u7ed3\u6784\u4e0d\u4ec5\u5728\u7ec4\u7ec7\u5c42\u9762\u6d6e\u73b0，\u4e5f\u5728DevOps\u4e2d\u6d8c\u73b0\u3002\u50cfDatomic\u3001Dolt\u8fd9\u7c7b\u5e26\u8d26\u672c\u3001\u53ef\u7248\u672c\u5316\u3001\u7eaf\u51fd\u6570\u5f0f\u7684\u6570\u636e\u5e93，\u5c06\u5728\u5145\u6ee1\u9519\u8bef\u7684\u201c\u4ee3\u7406\u5de5\u4f5c\u6d41\u201d\u4e2d\u6108\u53d1\u91cd\u8981\u3002\u8fd9\u4e2a\u6211\u4ee5\u540e\u4f1a\u518d\u5199\u3002<\/p>\n<\/p>\n

\u5728\u8fd9\u79cd\u201c\u5c42\u5c42\u5806\u79ef\u201d\u7684\u5f00\u53d1\u6a21\u578b\u91cc，Anthropic\u7684\u5de5\u7a0b\u5e08\u4eec\u50cf\u662f\u5728\u4e00\u8d77\u201c\u7528\u9ecf\u571f\u5851\u5f62\u201d\u3002\u6211\u611f\u89c9Anthropic\u91cc\u6709\u4e00\u5806\u8425\u706b，\u4ed6\u4eec\u5728\u8425\u706b\u4e4b\u95f4\u201c\u6210\u7fa4\u7ed3\u961f\u201d\u5730\u79fb\u52a8（\u8fd9\u4e9b\u8425\u706b\u5c31\u662f\u4e0d\u540c\u5728\u5efa\u7684\u4ea7\u54c1），\u968f\u7740\u5927\u5bb6\u5c1d\u8bd5\u65b0\u53d8\u4f53\u3001\u65b0\u6df7\u642d，\u8425\u706b\u7684\u5f62\u72b6\u4e5f\u5728\u6539\u53d8\u3002<\/p>\n<\/p>\n

\u6709\u4eba\u544a\u8bc9\u6211，\u201cClaude Cowork\u201d\u4ece\u7b2c\u4e00\u6b21\u5192\u51fa\u70b9\u5b50\u5230\u516c\u5f00\u53d1\u5e03，\u53ea\u7528\u4e8610\u5929\u3002\u5f53\u9b54\u6cd5\u5728\u90a3\u91cc\u53d1\u751f\u65f6，\u5b83\u53d1\u751f\u5f97\u6781\u5feb\u3002<\/p>\n<\/p>\n

\u4ed6\u4eec\u5728\u201c\u5236\u9020\u8fd0\u6c14\u201d，\u6b63\u662f\u57c3\u91cc\u514b\u00b7\u65bd\u5bc6\u7279\u5f53\u5e74\u7684\u76ee\u6807\u3002\u4f46\u4ed6\u4eec\u6bd4\u5f53\u5e74\u7684\u8c37\u6b4c\u4eba\u8981\u5feb\u5f97\u591a，\u56e0\u4e3a\u4ed6\u4eec\u6bcf\u4e2a\u4eba\u7684\u751f\u4ea7\u529b\u90fd\u662f\u4eca\u5929\u7528Cursor\u548c\u804a\u5929\u5199\u4ee3\u7801\u7684\u5de5\u7a0b\u5e08\u768410\u500d\u5230100\u500d，\u7ea6\u662f2005\u5e74\u8c37\u6b4c\u5de5\u7a0b\u5e08\u751f\u4ea7\u529b\u76841000\u500d\u3002（\u800c\u57282005\u5e74，\u6211\u4eec\u5df2\u7ecf\u6bd4\u62111986\u5e74\u521a\u5165\u884c\u65f6\u5f3a\u592a\u591a\u4e86；\u8fc7\u53bb40\u5e74\u91cc\u6162\u6162\u53d8\u6210\u201c\u5deb\u5e08\u201d\u7684\u611f\u89c9\u633a\u4e0d\u9519\u3002）<\/p>\n<\/p>\n

\u5728\u6211\u770b\u6765，Anthropic\u5c31\u50cf\u4e00\u4e2a\u98a4\u52a8\u7684\u6574\u4f53，\u4ee5\u8d85\u9ad8\u901f\u5ea6\u5728\u201c\u60f3\u6cd5\u4e0a\u8fd0\u884c\u591a\u81c2\u8001\u864e\u673a\u201d（Multi-Armed Bandit）\u3002\u6bcf\u4e2a\u4eba\u90fd\u6709\u673a\u4f1a，\u56e0\u4e3a\u4f60\u53ef\u4ee5\u5b9e\u73b0\u4efb\u4f55\u4e1c\u897f，\u5927\u5bb6\u4e5f\u90fd\u4f1a\u53bb\u8bd5\u3002<\/p>\n<\/p>\n

\u4f46\u8702\u7fa4\u4e5f\u4f1a\u628a\u90a3\u4e9b\u201c\u4e0d\u50cf\u4e00\u53ea\u5feb\u4e50\u5de5\u8702\u201d\u7684\u4eba\u5f39\u51fa\u3002\u4f60\u9700\u8981\u7528\u201c\u5408\u9002\u7684\u65b9\u5f0f\u201d\u8d21\u732e\u4f60\u7684\u60f3\u6cd5\u3002\u8fd9\u662f\u201c\u81ea\u6211\u4e4b\u6b7b\u201d\u3002\u8fd9\u4e9b\u8bdd，\u51fa\u81ea\u4e00\u4e2a\u5728\u90a3\u91cc\u5de5\u4f5c\u591a\u5e74\u7684\u8001\u5175\u3002<\/p>\n<\/p>\n

\u662f\u4e0d\u662f\u5f88\u8033\u719f？<\/p>\n<\/p>\n

\u6211\u771f\u7684\u89c9\u5f97\u8fd9\u5f88\u50cf\u5373\u5174\u620f\u5267\u3002\u5b83\u662f\u4e00\u9879\u56e2\u961f\u8fd0\u52a8\u3002\u4f60\u4e0d\u80fd\u7aef\u7740\u201c\u62d4\u67aa\u51b2\u950b\u201d\u7684\u59ff\u6001\u95ef\u8fdb\u53bb，\u8ba9\u4e00\u5207\u90fd\u56f4\u7740\u4f60\u8f6c\u3002<\/p>\n<\/p>\n

\u6240\u4ee5\u6211\u4eec\u6b63\u5728\u770b\u5230\u201cYes, and\u2026\u201d\u6a21\u578b\u7684\u771f\u6b63\u529b\u91cf\u3002<\/p>\n<\/p>\n

\u7136\u800c，\u5927\u591a\u6570\u516c\u53f8\u4e4b\u6240\u4ee5\u8d70\u5230\u4eca\u5929，\u662f\u56e0\u4e3a\u4ed6\u4eec\u5b66\u4f1a\u4e86\u5982\u4f55\u8bf4\u201c\u4e0d\u201d\u3002<\/p>\n<\/p>\n

\u8fd9\u4f1a\u917f\u6210\u95ee\u9898\u3002<\/p>\n<\/p>\n

\u6211\u5bf9\u6b64\u8fd8\u6709\u5f88\u591a\u60f3\u6cd5，\u4f46\u9057\u61be\u7684\u662f\u65f6\u95f4\u4e0e\u7bc7\u5e45\u90fd\u5f88\u6709\u9650\u3002\u6211\u6709\u4e00\u957f\u4e32\u535a\u5ba2\u79ef\u7a3f\u8981\u6e05\u7406，\u66f4\u522b\u63d0\u6211\u5982\u4eca\u5de8\u5927\u7684\u7ef4\u62a4\u8005\u804c\u8d23\u4e86\u3002\u771f\u7684\u6709\u6574\u5bb6\u516c\u53f8\u5728\u7528Gas Town，\u633a\u75af\u72c2\u7684\u3002<\/p>\n<\/p>\n

\u5982\u679c\u6211\u5df2\u7ecf\u8ba9\u8db3\u591f\u591a\u4eba\u76f8\u4fe1\u201c\u8702\u7fa4\u601d\u7ef4\u201d\u662f\u4e00\u79cd\u53ef\u884c\u7684\u8fd0\u8425\u6a21\u578b，\u90a3\u4e48\u4e5f\u8bb8\u6211\u5c31\u80fd\u5199\u5199\u5982\u4f55\u628a\u4f60\u73b0\u6709\u7684\u516c\u53f8\u5f80\u8fd9\u4e0a\u9762\u8f6c\u3002<\/p>\n<\/p>\n

\u9500\u552e\u4f53\u7cfb\u91cc\u67d0\u4e2a\u4e0d\u77e5\u4ece\u54ea\u513f\u6765\u7684\u201c\u5c0f\u9053\u6d88\u606f\u201d\u544a\u8bc9\u6211，\u6240\u6709\u516c\u53f8\u5728\u95ee\u7684，\u5176\u5b9e\u90fd\u662f\u540c\u6837\u4e24\u7c7b\u95ee\u9898\u7684\u53d8\u4f53\u3002\u4ed6\u4eec\u865a\u5f20\u58f0\u52bf\u3001\u88c5\u4f5c\u6d1e\u6089\u4e00\u5207，\u4f46\u90fd\u5fc3\u6000\u6050\u60e7\u3002\u628a\u4ed6\u4eec\u7684\u95ee\u9898\u805a\u7c7b\u540e，\u672c\u8d28\u5c31\u662f\u4e24\u4e2a：\u201c\u4e00\u5207\u4f1a\u597d\u5417？\u201d\u4ee5\u53ca\u201c\u6211\u4eec\u4e94\u5e74\u540e\u8fd8\u5728\u5417？\u201d<\/p>\n<\/p>\n

\u6050\u6015\u9ed8\u8ba4\u7b54\u6848\u662f\u5426\u5b9a\u7684\u3002\u5982\u679c\u4f60\u4ec0\u4e48\u90fd\u4e0d\u505a，\u4f60\u51e0\u4e4e\u80af\u5b9a\u4f1a\u88ab\u78be\u8fc7\u53bb\u3002\u5982\u679c\u4f60\u6709\u201c\u539f\u5b50\u62a4\u57ce\u6cb3\u201d（Atom Moat），\u90a3\u4e48\u53ea\u8981\u6267\u884c\u5f97\u5f53，\u4f60\u5c31\u6709\u76f8\u5f53\u7684\u673a\u4f1a\u625b\u8fc7\u53bb\u3002\u53ea\u662f\u201c\u673a\u4f1a\u201d\u800c\u5df2\u2014\u2014\u90a3\u662f\u62a4\u57ce\u6cb3，\u4e0d\u662f\u529b\u573a\u3002\u4f46\u201c\u539f\u5b50\u4e16\u754c\u201d\u7684\u786e\u662f\u4e00\u9053\u4e0d\u9519\u7684\u62a4\u57ce\u6cb3\u3002\u5982\u679c\u4f60\u917f\u5564\u9152\u3001\u4e0e\u771f\u4eba\u6253\u4ea4\u9053\u3001\u6216\u8fd0\u8f93\u5b9e\u7269，\u90a3\u4e48\u4f60\u6216\u8bb8\u80fd\u591a\u4e89\u53d6\u4e00\u70b9\u65f6\u95f4，\u53bb\u5728AI\u65f6\u4ee3\u627e\u5230\u81ea\u5df1\u7684\u7acb\u8db3\u70b9\u3002<\/p>\n<\/p>\n

\u5982\u679c\u4f60\u7684\u5b58\u5728\u4e25\u683c\u5728\u7ebf\u5316\u6216SaaS\u5316，\u4ea7\u54c1\u91cc\u6ca1\u6709\u4efb\u4f55\u201c\u539f\u5b50\u201d，\u53ea\u6709\u201c\u7535\u5b50\u201d，\u90a3\u4e48\u5766\u767d\u8bb2，\u5982\u679c\u4f60\u4e0d\u8f6c\u5411，\u4f60\u5c31\u2014\u2014\u5f88\u60ac\u3002\u6211\u4e0d\u8ba4\u4e3a\u5982\u4eca\u6709\u54ea\u5957\u73b0\u6210\u7684\u8f6c\u578b\u914d\u65b9；\u4e00\u5207\u90fd\u662f\u65b0\u7684，\u800c\u4e14\u53d8\u5316\u6781\u5feb\u3002<\/p>\n<\/p>\n

\u4f46\u6709\u4e00\u6761\u201c\u9ec4\u7816\u8def\u201d：\u82b1\u4ee3\u5e01（spending tokens）\u3002\u8fd9\u6761\u91d1\u8272\u95ea\u5149\u7684\u5c0f\u5f84\u4f1a\u9010\u6b65\u628a\u4f60\u7684\u516c\u53f8\u5f15\u5411\u6b63\u786e\u65b9\u5411\u3002\u968f\u7740\u201c\u7f16\u7801\u4e0d\u518d\u662f\u74f6\u9888\u201d，\u65b0\u7684\u74f6\u9888\u4f1a\u51fa\u73b0，\u4f60\u7684\u7ec4\u7ec7\u9700\u8981\u5b66\u4e00\u5806\u65b0\u8bfe\u3002\u4f60\u9700\u8981\u5c3d\u65e9\u5f00\u59cb\u5b66\u8fd9\u4e9b\u201c\u91cf\u8eab\u5b9a\u5236\u201d\u7684\u7ec4\u7ec7\u8bfe\u3002\u552f\u4e00\u80fd\u786e\u8ba4\u4f60\u4eec\u786e\u5b9e\u5728\u5b66\u4e60\u8fd9\u4e9b\u8bfe\u7684\u65b9\u6cd5，\u662f\u770b\u5927\u5bb6\u662f\u5426\u5728\u5916\u9762\u4e0d\u65ad\u5c1d\u8bd5\u5e76\u72af\u9519\u3002\u800c\u4f60\u80fd\u4ece\u201c\u4ee3\u5e01\u82b1\u8d39\u201d\u770b\u51fa\u4ed6\u4eec\u7ec3\u4e60\u4e86\u591a\u5c11\u3002<\/p>\n<\/p>\n

\u6211\u4e0d\u4e3a\u4efb\u4f55\u4eba\u5de5\u4f5c，\u4e0d\u96b6\u5c5e\u4e8e\u4efb\u4f55\u516c\u53f8，\u4e5f\u4e0d\u5356\u4efb\u4f55\u4e1c\u897f\u3002\u6211\u751a\u81f3\u4e0d\u63a8\u8350\u4efb\u4f55\u5177\u4f53\u884c\u52a8\u65b9\u6848，\u9664\u4e86\u2026\u2026\u53bb\u5b66\u4e60AI\u3002\u5c31\u662f\u73b0\u5728\u3002\u7acb\u523b\u5f00\u59cb\u3002<\/p>\n<\/p>\n

\u5f00\u59cb
\n\u4f60\u9762\u524d\u6709\u5f88\u591a\u5de5\u4f5c\u8981\u505a\u3002\u642d\u8d77\u8425\u706b\u3002\u628a\u4f60\u7684\u4ea7\u54c1\u53d8\u6210\u4e00\u4e2a\u201c\u6d3b\u7684\u539f\u578b\u201d\u3002\u8003\u8651\u5728\u516c\u53f8\u91cc\u5efa\u4e00\u4e9b\u201c\u8702\u5de2\u201d，\u7ed9\u5b83\u4eec\u521b\u65b0\u7684\u7a7a\u95f4\u3002<\/p>\n<\/p>\n

\u7136\u540e\u62fc\u547d\u8f6c\u5411\u4f60\u7684\u65b0PMF，\u65e0\u8bba\u5b83\u4f1a\u662f\u4ec0\u4e48\u3002\u795d\u4f60\u597d\u8fd0\u3002\u8fd9\u5c06\u4f1a\u662f\u75af\u72c2\u7684\u4e00\u5e74\u3002\u613f\u6700\u597d\u7684\u2014\u2014\u4e0d\u7ba1\u662f\u4ec0\u4e48\u2014\u2014\u8d62\u3002<\/p><\/p>\n","protected":false},"excerpt":{"rendered":"

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