{"id":47212,"date":"2023-12-21T20:12:43","date_gmt":"2023-12-21T12:12:43","guid":{"rendered":"https:\/\/swarma.org\/?p=47212"},"modified":"2023-12-21T20:12:43","modified_gmt":"2023-12-21T12:12:43","slug":"%e6%95%b0%e5%ad%97%e4%b8%96%e7%95%8c%e4%b8%ad%e7%9a%84%e5%a4%a7%e6%a8%a1%e5%9e%8bagent%ef%bc%9a%e6%9c%ba%e9%81%87%e4%b8%8e%e9%a3%8e%e9%99%a9","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=47212","title":{"rendered":"\u6570\u5b57\u4e16\u754c\u4e2d\u7684\u5927\u6a21\u578bAgent\uff1a\u673a\u9047\u4e0e\u98ce\u9669"},"content":{"rendered":"
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Shunyu Yao<\/span> <\/span>| \u4f5c\u8005<\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/section>\n
\u5218\u57f9\u6e90<\/span> <\/span>| <\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span>\u8bd1\u8005<\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/span><\/strong><\/section>\n
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\u672c\u6587\u7ffb\u8bd1\u81ea https:\/\/princeton-nlp.github.io\/language-agent-impact\/<\/span><\/p>\n<\/blockquote>\n


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\u867d\u71362022\u5e74\u662f\u8ba9\u50cfChatGPT\u8fd9\u6837\u7684\u8bed\u8a00\u6a21\u578b\u5f15\u8d77\u516c\u4f17\u5173\u6ce8\u7684\u4e00\u5e74\uff0c\u4f462023\u5e74\u89c1\u8bc1\u4e86\u8bed\u8a00\u667a\u80fd\u4f53<\/span>\uff08agent\uff0c\u4e5f\u79f0\u4e3b\u4f53\uff09<\/span>\u7684\u5d1b\u8d77\u3002\u300aReAct\u300b\u548c\u300aToolformers\u300b\u7b49\u8bba\u6587\u4ee5\u53ca\u300aLangChain\u300b\u548c\u300aChatGPT Plugins\u300b\u7b49\u6846\u67b6\u5c55\u793a\u4e86\u8bed\u8a00\u6a21\u578b\u53ef\u4ee5\u4e0e\u7f51\u9875\u3001\u8f6f\u4ef6\u3001\u5de5\u5177\u548cAPI\u76f8\u8fde\u63a5\uff0c\u901a\u8fc7\u8ba1\u7b97\u5de5\u5177\u548c\u5b9a\u5236\u7684\u6700\u65b0\u4fe1\u606f\u6e90\u589e\u5f3a\u5b83\u4eec\u7684\u529f\u80fd\u3002\u8fd9\u79cd\u80fd\u591f\u884c\u52a8\u5e76\u5f71\u54cd\u4e16\u754c\u7684\u80fd\u529b\u4f7f\u5f97\u8bed\u8a00\u6a21\u578b\u53ef\u4ee5\u5e94\u7528\u4e8e\u66f4\u5e7f\u6cdb\u7684\u9886\u57df\uff0c\u8d85\u8d8a\u4f20\u7edf\u7684\u8bed\u8a00\u5904\u7406\u3002\u4f8b\u5982\uff0c\u901a\u8fc7\u5bfc\u822a\u7f51\u7ad9\u83b7\u53d6\u4fe1\u606f\uff0c\u63a7\u5236\u50cfExcel\u8fd9\u6837\u7684\u8f6f\u4ef6\uff0c\u6216\u8005\u8fdb\u884c\u5e26\u6709\u6267\u884c\u53cd\u9988\u7684\u4ea4\u4e92\u5f0f\u7f16\u7a0b\u3002<\/span><\/p>\n


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\u4e00\u53f0\u80fd\u81ea\u4e3b\u884c\u52a8\u7684\u673a\u5668\u5728\u5404\u4e2a\u9886\u57df\u90fd\u6709\u5de8\u5927\u7684\u6f5c\u529b\u6765\u51cf\u8f7b\u4eba\u7c7b\u7684\u52b3\u52a8\u8d1f\u62c5\u3002\u4ece\u673a\u5668\u4eba\u5438\u5c18\u5668\u5230\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\uff0c\u8fd9\u4e9b\u673a\u5668\u901a\u5e38\u88ab\u90e8\u7f72\u5728\u7269\u7406\u73af\u5883\u4e2d\uff0c\u914d\u5907\u4efb\u52a1\u4e13\u7528\u7b97\u6cd5\u548c\u5e94\u7528\u8303\u56f4\u8f83\u7a84\u3002\u800c\u53e6\u4e00\u65b9\u9762\uff0c\u50cfChatGPT\u63d2\u4ef6\u548cMicrosoft 365 Copilot\u8fd9\u6837\u7684\u8bed\u8a00\u667a<\/span>\u80fd<\/span>\u4f53<\/span>\u5219\u63d0\u4f9b\u4e86\u901a\u7528\u89e3\u51b3\u65b9\u6848\uff0c\u7528\u4e8e\u81ea\u52a8\u5316\u5e7f\u6cdb\u7684\u6570\u5b57\u4efb\u52a1\uff0c\u5c24\u5176\u5728\u5f53\u524d\u5927\u90e8\u5206\u4eba\u7c7b\u751f\u6d3b\u548c\u5de5\u4f5c\u90fd\u5728\u6570\u5b57\u5316\u73af\u5883\u4e2d\u8fdb\u884c\u7684\u65f6\u4ee3\uff0c\u8fd9\u4e00\u70b9\u5c24\u4e3a\u91cd\u8981\u3002<\/span><\/p>\n


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\u5728\u6d89\u53ca95\u4eba\u7684\u7814\u7a76\u4e2d\uff0c\u6211\u4eec\u53ef\u4ee5\u77a5\u89c1\u5373\u5c06\u5230\u6765\u7684\u9769\u547d\u2014\u2014Github Copilot\u5c06\u5e73\u5747\u7f16\u7801\u65f6\u95f4\u7f29\u77ed\u4e8650%\u4ee5\u4e0a\u3002\u7136\u800c\uff0cGithub Copilot\u53ea\u662f\u521d\u6b65\u63d0\u4f9b\u5efa\u8bae\u6027\u64cd\u4f5c\u2014\u2014\u4e00\u4e2a\u66f4\u52a0\u81ea\u4e3b\u3001\u80fd\u591f\u53cd\u590d\u5199\u4ee3\u7801\u3001\u8fd0\u884c\u5e76\u5229\u7528\u81ea\u52a8\u73af\u5883\u53cd\u9988<\/span>\uff08\u5982\u9519\u8bef\u4fe1\u606f\uff09<\/span>\u8c03\u8bd5\u4ee3\u7801\u7684\u667a<\/span>\u80fd<\/span>\u4f53<\/span>\u6b63\u5728\u5d2d\u9732\u5934\u89d2\u3002<\/span><\/p>\n


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\u9762\u5bf9\u65e0\u7a77\u65e0\u5c3d\u7684\u53ef\u80fd\u6027\uff0c\u6211\u4eec\u5e94\u5982\u4f55\u8fdb\u884c\u5206\u7c7b\u5462\uff1f\u8fd9\u4f3c\u4e4e\u5e76\u6ca1\u6709\u552f\u4e00\u7684\u7b54\u6848\uff0c\u6b63\u5982\u4eba\u7c7b\u5de5\u4f5c\u53ef\u4ee5\u4ece\u591a\u4e2a\u7ef4\u5ea6\u8fdb\u884c\u5206\u7c7b\u6216\u7ec4\u7ec7\u4e00\u6837<\/span>\uff08\u85aa\u8d44\u6c34\u5e73\u3001\u5de5\u4f5c\u73af\u5883\u3001\u77e5\u8bc6\u6c34\u5e73\u3001\u901a\u7528\u4e0e\u4e13\u4e1a\u7b49\uff09<\/span>\u3002\u5728\u6b64\uff0c\u6211\u4eec\u60f3\u63d0\u51fa\u4e00\u4e2a\u57fa\u4e8e\u667a<\/span>\u80fd<\/span>\u4f53<\/span>\u80fd\u529b\u7684\u4e09\u6b65\u6e10\u8fdb\u5f0f\u9636\u68af\u3002<\/span><\/p>\n


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 \u2022 \u7b2c\u4e00\u6b65\uff1a\u589e\u5f3a\u7e41\u7410\u6570\u5b57\u52b3\u52a8\u7684\u9c81\u68d2\u6027<\/span>\uff08robustness\uff09<\/span>\uff1a\u50cf\u4e0e\u7f51\u9875\u548c\u8f6f\u4ef6\u4ea4\u4e92\u6765\u586b\u5199\u5404\u79cd\u8868\u683c\u3001\u91cd\u590d\u7684Excel\u64cd\u4f5c\u6216\u5ba2\u6237\u652f\u6301\u4efb\u52a1\uff0c\u6216\u8005\u4fee\u590d\u4ee3\u7801\u9519\u8bef\u7b49\u4efb\u52a1\uff0c\u90fd\u6d89\u53ca\u5230\u591a\u8f6e\u4fe1\u606f\u67e5\u627e\u548c\u8bd5\u9519\u3002\u8fd9\u4e9b\u6570\u5b57\u6d3b\u52a8<\/span>\uff08\u9664\u4e86\u7f16\u7801\u5916\uff09<\/span>\u53ea\u9700\u8981\u51e0\u5c0f\u65f6\u7684\u57f9\u8bad\u5c31\u80fd\u8ba9\u65b0\u624b\u4e0a\u8def\uff0c\u7136\u800c\u5bf9\u4eba\u7c7b\u6765\u8bf4\u5374\u662f\u91cd\u590d\u4e14\u67af\u71e5\u7684\uff0c\u540c\u65f6\u4e5f\u53ef\u80fd\u56e0\u75b2\u52b3\u9020\u6210\u9519\u8bef\u3002\u540c\u6837\u5730\uff0c\u81ea\u52a8\u5316\u8fd9\u4e9b\u5de5\u4f5c\u4f3c\u4e4e\u5e76\u6ca1\u6709\u6839\u672c\u6027\u969c\u788d\u3002\u5411GPT-4\u63d0\u4f9b\u51e0\u4e2a\u793a\u4f8b\u5c31\u53ef\u4ee5\u5728\u8bb8\u591a\u6b64\u7c7b\u7b80\u5355\u4efb\u52a1\u4e0a\u8fbe\u5230\u5408\u7406\u7684\u8868\u73b0\u3002\u7136\u800c\uff0c\u8981\u8fbe\u5230\u4eba\u7c7b\u7ea7\u522b\u7684\u53ef\u9760\u6027\u548c\u5b89\u5168\u6027\u4ecd\u7136\u662f\u4e00\u4e2a\u6311\u6218<\/span>\uff08\u89c1\u4e0b\u6587\uff09<\/span>\u3002\u4e00\u65e6\u5b9e\u73b0\u8fd9\u4e00\u70b9\uff0c\u9884\u8ba1\u8fd9\u4e9b\u5de5\u4f5c\u4e2d\u76f8\u5f53\u90e8\u5206\u5c06\u4f1a\u88ab\u81ea\u52a8\u5316\uff0c\u53ef\u80fd\u6807\u5fd7\u7740\u7531\u8bed\u8a00\u667a\u80fd\u4f53\u9a71\u52a8\u7684\u81ea\u52a8\u5316\u6d6a\u6f6e\u7684\u521d\u6b21\u5174\u8d77\u3002<\/span><\/p>\n


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 \u2022 \u7b2c\u4e8c\u6b65\uff1a\u63d0\u5347\u9700\u4e0e\u6570\u5b57\u5de5\u5177\u53ca\u4eba\u7c7b\u4e92\u52a8\u5de5\u4f5c\u7684\u534f\u4f5c\u548c\u6c9f\u901a\u6280\u5de7\uff1a\u8fd9\u7c7b\u4efb\u52a1\u5305\u62ec\u5728\u67e5\u8be2\u548c\u8bb0\u5f55\u4fe1\u606f\u7684\u540c\u65f6\u8fdb\u884c\u9500\u552e\u3001\u626e\u6f14\u9879\u76ee\u7ecf\u7406\u89d2\u8272\u8fdb\u884c\u4f1a\u8bae\u8bb0\u5f55\u548c\u4efb\u52a1\u59d4\u6d3e\uff0c\u6216\u8005\u4f5c\u4e3a\u4e2a\u4eba\u52a9\u624b\u5728\u5404\u79cd\u6570\u5b57\u5e73\u53f0\u4e0a\u534f\u540c\u5de5\u4f5c\u5e76\u8bb0\u5f55\u7528\u6237\u504f\u597d\u3002\u8fd9\u4e9b\u4efb\u52a1\u4e0d\u4ec5\u9700\u8981\u6267\u884c\u5404\u79cd\u6570\u5b57\u4f8b\u884c\u7a0b\u5e8f\u7684\u9c81\u68d2\u6027\uff0c\u8fd8\u9700\u8981\u7c7b\u4f3c\u4eba\u7c7b\u7684\u6c9f\u901a\u6280\u5de7<\/span>\uff08\u4f8b\u5982\u8bed\u7528\u5b66\u3001\u5fc3\u7406\u7406\u8bba\u3001\u4e2a\u6027\u7406\u89e3\u7b49\uff09<\/span>\uff0c\u4ee5\u786e\u4fdd\u4e0e\u4eba\u7c7b<\/span>\uff08\u6216\u667a\u80fd\u4f53\uff09<\/span>\u5408\u4f5c\u4f19\u4f34\u80fd\u591f\u6210\u529f\u5e76\u6301\u4e45\u5408\u4f5c\u3002\u57f9\u517b\u8fd9\u6837\u7684\u6280\u80fd\u5e76\u83b7\u5f97\u4eba\u7c7b\u7684\u4fe1\u4efb\u4e5f\u662f\u4e00\u4e2a\u9010\u6b65\u8fc7\u7a0b\uff0c\u5c31\u50cf\u4e3a\u8d8a\u6765\u8d8a\u590d\u6742\u7684\u6570\u5b57\u5de5\u4f5c\u63d0\u9ad8\u667a<\/span>\u80fd<\/span>\u4f53<\/span>\u9c81\u68d2\u6027\u4e00\u6837\u3002<\/span><\/section>\n

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 \u2022 \u7b2c\u4e09\u6b65\uff1a\u63a2\u7d22\u521b\u65b0\u6216\u77e5\u8bc6\u9886\u57df\uff1a\u5305\u62ec\u8bbf\u95ee\u5728\u7ebf\u6587\u732e\u548c\u5176\u4ed6\u4fe1\u606f\u6765\u8d77\u8349\u62a5\u544a\uff1b\u901a\u8fc7\u5728\u77e5\u8bc6\u7f51\u7edc\u4e2d\u5bfc\u822a\u6765\u8c03\u67e5\u7814\u7a76\u9886\u57df\u5e76\u63d0\u51fa\u7814\u7a76\u60f3\u6cd5\uff1b\u901a\u8fc7\u4e0e\u903b\u8f91\u73af\u5883<\/span>\uff08\u5982Coq\uff09<\/span>\u4ea4\u4e92\u6765\u53d1\u73b0\u6570\u5b66\u77e5\u8bc6\u3002\u8fd9\u4e9b\u521b\u9020\u6027\u5de5\u4f5c\u7c7b\u4f3c\u4e8e\u79d1\u5b66\u5bb6\u3001\u827a\u672f\u5bb6\u3001\u4f5c\u5bb6\u7684\u5de5\u4f5c\uff0c\u9664\u4e86\u9700\u8981\u5f3a\u5927\u7684\u6570\u5b57\u548c\u6c9f\u901a\u6280\u5de7<\/span>\uff08\u5982\u4f55\u641c\u7d22\u3001\u5982\u4f55\u4ea4\u6d41\u60f3\u6cd5\u5e76\u7eb3\u5165\u53cd\u9988\u7b49\uff09<\/span>\uff0c\u8fd8\u9700\u8981\u5185\u5728\u7684\u52a8\u529b\u6765\u4e3a\u81ea\u5df1\u5b9a\u4e49\u4efb\u52a1\u5e76\u8ffd\u6c42\u957f\u671f\u3001\u7a00\u7f3a\u56de\u62a5\u7684\u63a2\u7d22\u3002<\/span><\/section>\n

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Coq\u673a\u5668\u8bc1\u660e\u52a9\u624b https:\/\/coq.inria.fr\/<\/span><\/section>\n<\/blockquote>\n

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\u8fd9\u6837\u7684\u9636\u68af\u4e5f\u5bf9\u5e94\u7740\u4e0d\u540c\u7ea7\u522b\u7684\u4efb\u52a1\u6a21\u7cca\u5ea6\u548c\u5956\u52b1\u7a00\u7f3a\u6027\uff1a\u4ece\u660e\u786e\u7684\u6307\u4ee4\u548c\u6e05\u6670\u7684\u4efb\u52a1\u5b8c\u6210\u4fe1\u53f7\uff0c\u5230\u8003\u8651\u4e0a\u4e0b\u6587\u7684\u3001\u542b\u84c4\u7684\u4eba\u7c7b\u610f\u56fe\u4ee5\u53ca\u5b9e\u9645\u7684\u4eba\u7c7b\u53cd\u9988\u63a8\u65ad\uff0c\u518d\u5230\u5e26\u6709\u5185\u5728\u5956\u52b1\u4fe1\u53f7\u7684\u81ea\u6211\u5b9a\u4e49\u4efb\u52a1\u3002\u7814\u7a76\u540e\u8005\u7684\u80fd\u529b\u4e0d\u5fc5\u7b49\u5f85\u524d\u8005\uff0c\u4f46\u5de5\u4e1a\u5316\u90e8\u7f72\u53ef\u80fd\u4f1a\u6309\u7167\u8fd9\u79cd\u7531\u6613\u81f3\u96be\u7684\u987a\u5e8f\u8fdb\u884c\u3002<\/span><\/section>\n

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\u9c81\u68d2\u6027\u3001\u6076\u610f\u4f7f\u7528\u3001\u5de5\u4f5c\u4e0d\u5b89\u5168\u548c\u5b58\u5728\u98ce\u9669\u7b49\u95ee\u9898\u3002\u5c3d\u7ba1\u5386\u53f2\u5bf9\u524d\u4e09\u4e2a\u95ee\u9898\u6709\u6240\u542f\u793a\uff0c\u4f46\u5b58\u5728\u98ce\u9669\u5374\u4e0d\u592a\u88ab\u7406\u89e3\u4e14\u66f4\u52a0\u672a\u77e5\u3002<\/span><\/p>\n


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\u81ea\u52a8\u5316\u7684\u6240\u6709\u8fdb\u6b65\u4e5f\u5fc5\u7136\u4f1a\u5f15\u53d1\u4e00\u4e9b\u62c5\u5fe7\uff0c\u4ece\u4eba\u4eec\u5931\u53bb\u5de5\u4f5c\u5230\u5b58\u5728\u7684\u5371\u673a\u3002\u6211\u4eec\u770b\u5230\u4e86\u56db\u79cd\u6f5c\u5728\u95ee\u9898\u9700\u8981\u5728\u8bed\u8a00\u667a<\/span>\u80fd<\/span>\u4f53<\/span>\u5d1b\u8d77\u65f6\u5f97\u5230\u89e3\u51b3\uff1a<\/span><\/section>\n

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 \u2022 \u73b0\u5b9e\u4e16\u754c\u5e94\u7528\u7684\u9c81\u68d2\u6027\uff1a\u76f8\u6bd4\u4e8e\u6587\u672c\u751f\u6210\u6216\u95ee\u9898\u56de\u7b54\u7b49\u5927\u8bed\u8a00\u6a21\u578b\u5e94\u7528\uff0c\u667a<\/span>\u80fd<\/span>\u4f53<\/span>\u81ea\u4e3b\u91c7\u53d6\u884c\u52a8\u6240\u6784\u6210\u7684\u98ce\u9669\u66f4\u9ad8\uff0c\u56e0\u4e3a\u5b83\u4eec\u7684\u884c\u52a8\u76f4\u63a5\u5f71\u54cd\u4e16\u754c\u2014\u2014\u5982\u5220\u9664\u6587\u4ef6\u6216\u6267\u884c\u4ea4\u6613\uff0c\u5e76\u4e14\u53ef\u80fd\u4ee5\u6781\u5feb\u7684\u901f\u5ea6\u5927\u89c4\u6a21\u5c55\u5f00\u3002\u4efb\u4f55\u5c0f\u9519\u8bef\u90fd\u53ef\u80fd\u9020\u6210\u91cd\u5927\u540e\u679c\uff0c\u5e76\u53ef\u80fd\u5728\u9020\u6210\u5de8\u5927\u635f\u5bb3\u524d\u672a\u88ab\u5bdf\u89c9\u3002<\/span><\/section>\n

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 \u2022 \u6076\u610f\u4f7f\u7528\uff1a\u80fd\u591f\u5b8c\u6210\u590d\u6742\u4efb\u52a1\u7684\u8bed\u8a00\u667a<\/span>\u80fd<\/span>\u4f53<\/span>\u4e5f\u610f\u5473\u7740\u5b58\u5728\u66f4\u5927\u7684\u6076\u610f\u4f7f\u7528\u6f5c\u529b\uff0c\u5982\u653b\u51fb\u7f51\u7ad9\u3001\u8bbe\u8ba1\u590d\u6742\u7684\u9493\u9c7c\u8ba1\u5212\u751a\u81f3\u91ca\u653e\u6838\u6b66\u5668\u2014\u2014\u4efb\u4f55\u53ef\u80fd\u5229\u7528\u8ba1\u7b97\u673a\u8fdb\u884c\u7684\u90aa\u6076\u9ed1\u5ba2\u884c\u4e3a\u3002\u8fd9\u5c06\u9700\u8981\u5bf9\u5f53\u524d\u9632\u5fa1\u63aa\u65bd\u8fdb\u884c\u5168\u9762\u6539\u9769\uff0c\u8fd9\u4e9b\u9632\u5fa1\u63aa\u65bd\u4e3b\u8981\u662f\u786e\u5b9a\u6027\u7684\uff0c\u5e76\u4f9d\u8d56\u4e8e\u7b80\u5355\u6d4b\u8bd5\u5982\u9a8c\u8bc1\u7801\u3002\u9ed1\u5ba2\u8fd8\u53ef\u4ee5\u5c06\u6076\u610f\u4ee3\u7801\u6ce8\u5165\u7f51\u7ad9\u6216\u5176\u4ed6\u5e94\u7528\u7a0b\u5e8f\uff0c\u4f7f\u5f97\u5728\u5176\u4e0a\u8fd0\u884c\u7684\u826f\u6027\u667a<\/span>\u80fd<\/span>\u4f53<\/span>\u4ee5\u975e\u9884\u671f\u65b9\u5f0f\u51fa\u73b0\u95ee\u9898\uff0c\u4f8b\u5982\u6cc4\u9732\u793e\u4fdd\u53f7\u7801\u6216\u4fe1\u7528\u5361\u53f7\u7b49\u654f\u611f\u4fe1\u606f\u3002<\/span><\/section>\n

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 \u2022 \u53d6\u4ee3\u4eba\u7c7b\u5de5\u4f5c\uff1a\u5982\u540c\u4ee5\u5f80\u7684\u6280\u672f\u8fdb\u6b65\uff0c\u8bed\u8a00\u667a<\/span>\u80fd<\/span>\u4f53<\/span>\u7684\u51fa\u73b0\u5fc5\u7136\u4f1a\u5bfc\u81f4\u67d0\u4e9b\u804c\u4e1a\u5c97\u4f4d\u88ab\u53d6\u4ee3\uff0c\u540c\u65f6\u4e5f\u4f1a\u5e26\u6765\u65b0\u7684\u5c31\u4e1a\u673a\u4f1a\uff0c\u6b63\u5982\u6c7d\u8f66\u7684\u51fa\u73b0\u4f7f\u9a6c\u8f66\u592b\u8f6c\u53d8\u4e3a\u53f8\u673a\u4e00\u6837\u3002\u5f53\u524d\u67d0\u4e9b\u7c7b\u578b\u7684\u4eba\u7c7b\u5de5\u4f5c\u53ef\u80fd\u4f1a\u6d88\u5931\uff0c\u800c\u6f14\u5316\u4e3a\u66f4\u62bd\u8c61\u7684\u5f62\u5f0f\uff0c\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u4eba\u7c7b\u5c06\u76d1\u7763\u4e00\u4e2a\u667a<\/span>\u80fd<\/span>\u4f53<\/span>\u56e2\u961f\u4ee5\u66f4\u9ad8\u6548\u5730\u5b8c\u6210\u76f8\u540c\u4efb\u52a1\u3002<\/span><\/section>\n

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 \u2022 AGI\u4e0e\u5b58\u5728\u98ce\u9669\uff1a\u5728\u6781\u7aef\u60c5\u51b5\u4e0b\uff0c\u81ea\u4e3b\u667a<\/span>\u80fd<\/span>\u4f53<\/span>\u4e5f\u4ee3\u8868\u4e86\u671d\u5411\u80fd\u591f\u5728\u5e7f\u6cdb\u9886\u57df\u4ee5\u4eba\u7c7b\u667a\u80fd\u6c34\u5e73\u6267\u884c\u590d\u6742\u4efb\u52a1\u7684AGI\u7cfb\u7edf\u8fc8\u51fa\u7684\u91cd\u8981\u4e00\u6b65\u3002\u8fd9\u53ef\u80fd\u5bf9\u4eba\u7c7b\u6784\u6210\u5b58\u5728\u98ce\u9669\uff0c\u5c24\u5176\u662f\u5f53\u667a<\/span>\u80fd<\/span>\u4f53<\/span>\u88ab\u8d4b\u4e88\u6539\u53d8\u4e16\u754c\u7684\u63a7\u5236\u6743\u65f6\u3002<\/span><\/section>\n


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\u89e3\u51b3\u8bed\u8a00\u667a\u80fd\u4f53\uff08\u4ee5\u53ca\u4eba\u5de5\u667a\u80fd\u603b\u4f53\u4e0a\uff09\u7684\u5b89\u5168\u95ee\u9898\u9700\u8981\u5f00\u53d1\u4eba\u5458\u3001\u7814\u7a76\u4eba\u5458\u3001\u6559\u80b2\u5de5\u4f5c\u8005\u3001\u653f\u7b56\u5236\u5b9a\u8005\u751a\u81f3\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u7b49\u591a\u65b9\u5408\u4f5c\u548c\u591a\u5c42\u6b21\u52aa\u529b\u3002<\/span><\/p>\n


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\u4e0a\u8ff0\u95ee\u9898\u6b63\u5728\u79ef\u6781\u8ba8\u8bba\u4e2d\uff0c\u5e76\u672a\u6709\u5b9a\u8bba\uff0c\u4f46\u6211\u4eec\u53ef\u4ee5\u4ece\u5386\u53f2\u7684\u89d2\u5ea6\u548c\u6279\u5224\u6027\u601d\u7ef4\u6765\u5171\u540c\u8bc4\u4f30\u5b83\u4eec\u3002<\/span><\/section>\n

<\/span><\/section>\n
1. \u901a\u8fc7\u9632\u62a4\u63aa\u65bd\u4e0e\u6821\u51c6\u63d0\u5347\u9c81\u68d2\u6027\uff1a\u589e\u5f3a\u8bed\u8a00\u667a<\/span>\u80fd<\/span>\u4f53<\/span>\u7684\u9c81\u68d2\u6027\u662f\u4e00\u4e2a\u5173\u952e\u7684\u6b65\u9aa4\uff0c\u9700\u8981\u5b9e\u65bd\u6709\u6548\u7684\u9632\u62a4\u63aa\u65bd\u548c\u6821\u51c6\u673a\u5236\u3002\u5f53\u524d\uff0c\u57fa\u672c\u7684\u5b89\u5168\u63aa\u65bd\u5982\u6c99\u76d2\u5316\u6216\u5bf9\u667a<\/span>\u80fd<\/span>\u4f53<\/span>\u884c\u52a8\u7a7a\u95f4\u7684\u542f\u53d1\u5f0f\u9650\u5236<\/span>\uff08\u4f8b\u5982 OpenAI \u5c06 ChatGPT \u63d2\u4ef6\u9650\u5236\u4e3a\u5728\u7f51\u4e0a\u8fdb\u884c GET \u8bf7\u6c42\uff0c\u6216\u5728 CodeX \u4e2d\u7981\u7528 Python \u7684 os \u51fd\u6570\uff09<\/span>\u88ab\u91c7\u7528\u4ee5\u963b\u6b62\u4e0d\u5b89\u5168\u884c\u4e3a\u6216\u9519\u8bef\u6269\u6563\u3002\u7136\u800c\uff0c\u968f\u7740\u8bed\u8a00\u667a<\/span>\u80fd<\/span>\u4f53<\/span>\u8d8a\u6765\u8d8a\u81ea\u4e3b\u5e76\u5728\u66f4\u590d\u6742\u7684\u884c\u52a8\u7a7a\u95f4\u4e2d\u8fd0\u4f5c\uff0c\u786e\u4fdd\u5176\u5b89\u5168\u6027\u53d8\u5f97\u66f4\u5177\u6311\u6218\u6027\u3002\u9488\u5bf9\u8fd9\u4e2a\u95ee\u9898\uff0c\u6211\u4eec\u53ef\u4ee5\u63a2\u7d22\u51e0\u4e2a\u53ef\u80fd\u7684\u8def\u5f84\uff1a<\/span><\/section>\n

<\/section>\n
 \u2022 \u4eba\u7c7b\u53c2\u4e0e\u4ee5\u589e\u5f3a\u4fe1\u4efb\uff1a\u5b9e\u65bd\u9010\u6b65\u4e14\u8c28\u614e\u7684\u90e8\u7f72<\/span>\u7b56\u7565\uff0c\u5305\u62ec\u4eba\u7c7b\u7684\u76d1\u7763\u548c\u5bf9\u9f50\u5bfc\u5411\u6d41\u7a0b\u3002\u8fd9\u6d89\u53ca\u8ba9\u4eba\u5de5\u5ba1\u6838\u5458\u6216\u76d1\u7763\u5458\u5728\u8bed\u8a00\u667a<\/span>\u80fd<\/span>\u4f53<\/span>\u90e8\u7f72\u671f\u95f4\u53c2\u4e0e\u76d1\u63a7\u548c\u6307\u5bfc\u5176\u884c\u4e3a\u3002\u901a\u8fc7\u878d\u5165\u4eba\u7c7b\u7684\u5224\u65ad\u548c\u4e13\u4e1a\u77e5\u8bc6\uff0c\u53ef\u4ee5\u53ca\u65f6\u8bc6\u522b\u548c\u51cf\u8f7b\u6f5c\u5728\u98ce\u9669\u548c\u610f\u5916\u540e\u679c\u3002\u8fd9\u79cd\u505a\u6cd5\u7b26\u5408\u201c\u4eba\u5728\u5faa\u73af\u201d\u7cfb\u7edf\u7684\u7814\u7a76\u65b9\u5411\u3002<\/span><\/section>\n

<\/section>\n
 \u2022 \u9488\u5bf9\u6700\u574f\u7ed3\u679c\u7ed9\u51fa\u6b63\u5f0f\u4fdd\u8bc1\uff1a\u63a2\u7d22\u5f00\u53d1\u6b63\u5f0f\u4fdd\u8bc1\uff0c\u786e\u4fdd\u8bed\u8a00\u667a<\/span>\u80fd<\/span>\u4f53<\/span>\u5728\u7279\u5b9a\u884c\u52a8\u7a7a\u95f4\u5185\u7684\u884c\u4e3a\u59cb\u7ec8\u5904\u4e8e\u53ef\u63a5\u53d7\u8303\u56f4\u3002\u501f\u9274\u5bf9\u6297\u6027\u5f3a\u5316\u5b66\u4e60\u7814\u7a76\u7684\u542f\u793a\uff0c\u5176\u4e2d\u5f00\u53d1\u4e86\u6280\u672f\u6765\u9632\u5fa1RL\u667a<\/span>\u80fd<\/span>\u4f53<\/span>\u9762\u4e34\u7684\u5bf9\u6297\u6027\u653b\u51fb\uff0c\u53ef\u4ee5\u6539\u7f16\u76f8\u4f3c\u65b9\u6cd5\u4e3a\u8bed\u8a00\u667a<\/span>\u80fd<\/span>\u4f53<\/span>\u63d0\u4f9b\u5b89\u5168\u6027\u548c\u9c81\u68d2\u6027\u7684\u6b63\u5f0f\u4fdd\u8bc1\u3002\u901a\u8fc7\u8bbe\u5b9a\u667a<\/span>\u80fd<\/span>\u4f53<\/span>\u884c\u52a8\u7684\u8fb9\u754c\u548c\u9650\u5236\uff0c\u53ef\u4ee5\u51cf\u8f7b\u6700\u574f\u60c5\u51b5\u5e26\u6765\u7684\u5f71\u54cd\u3002<\/span><\/section>\n

<\/span><\/section>\n
 \u2022 \u57fa\u4e8e\u63d0\u793a\u7684\u884c\u4e3a\u6307\u5f15\uff0c\u5982Constitutional AI\u6a21\u578b\uff1a\u91c7\u7528\u53d7\u6cd5\u5f8b\u6846\u67b6<\/span>\uff08\u5982\u5baa\u6cd5\uff09<\/span>\u542f\u53d1\u7684\u57fa\u4e8e\u63d0\u793a\u7684\u884c\u4e3a\u51c6\u5219\u3002\u901a\u8fc7\u8bad\u7ec3\u8bed\u8a00\u667a<\/span>\u80fd<\/span>\u4f53<\/span>\u9075\u5faa\u7b26\u5408\u4f26\u7406\u539f\u5219\u548c\u6307\u5f15\u7684\u7279\u5b9a\u63d0\u793a\u6307\u4ee4\uff0c\u53ef\u4ee5\u5f15\u5bfc\u667a<\/span>\u80fd<\/span>\u4f53<\/span>\u7684\u884c\u4e3a\u4e0e\u793e\u4f1a\u89c4\u8303\u76f8\u4e00\u81f4\u3002\u8fd9\u79cd\u65b9\u5f0f\u6d89\u53ca\u4e3a\u8bed\u8a00\u667a<\/span>\u80fd<\/span>\u4f53<\/span>\u5b9a\u4e49\u660e\u786e\u4e14\u5177\u4f53\u7684\u89c4\u5219\uff0c\u4ee5\u4fdd\u8bc1\u5176\u8d1f\u8d23\u4efb\u548c\u9053\u5fb7\u7684\u884c\u4e3a\u3002<\/span><\/section>\n


<\/p>\n

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Constitutional AI https:\/\/arxiv.org\/abs\/2212.08073<\/span><\/p>\n<\/blockquote>\n


<\/section>\n

2. <\/span>\u901a\u8fc7\u76d1\u7ba1\u9632\u6b62\u6076\u610f\u4f7f\u7528\uff1a<\/span>\u5bf9\u5927\u8bed\u8a00\u6a21\u578b\u53ca\u5176\u5e94\u7528\u7684\u8d1f\u8d23\u6240\u6709\u6743\u3001\u63a7\u5236\u548c\u76d1\u7763\u81f3\u5173\u91cd\u8981\u3002<\/span>\u9664\u4e86\u5bf9\u9c81\u68d2\u6027\u548c\u4fdd\u62a4\u7684\u6280\u672f\u89e3\u51b3\u65b9\u6848\uff0c\u8fd8\u9700\u8981\u5236\u5b9a\u6cd5\u5f8b\u3001\u89c4\u5b9a\u548c\u653f\u7b56\u6765\u7ba1\u7406\u5b83\u4eec\u7684\u90e8\u7f72\u3002<\/span>\u4f8b\u5982\uff0cOpenAI\u63d0\u51fa\u4e86\u4e00\u79cd\u9488\u5bf9\u5de8\u5927\u6a21\u578b\u7684\u8bb8\u53ef\u7cfb\u7edf\uff0c\u8fd9\u4e2a\u60f3\u6cd5\u53ef\u80fd\u5f88\u5feb\u5728\u4e2d\u56fd\u7b49\u56fd\u5bb6\u5f97\u5230\u5b9e\u65bd\u3002<\/span>\u6b64\u5916\uff0c\u53ef\u4ee5\u5efa\u7acb\u4e25\u683c\u7684\u6570\u636e\u6743\u9650\u534f\u8bae\u548c\u89c4\u5b9a\uff0c\u4ee5\u9632\u6b62\u6ee5\u7528\u548c\u672a\u7ecf\u6388\u6743\u83b7\u53d6\u654f\u611f\u4fe1\u606f\u3002<\/span>\u540c\u65f6\uff0c\u4e5f\u9700\u8981\u8003\u8651\u6f5c\u5728\u7684\u72af\u7f6a\u884c\u4e3a\uff0c\u5e76\u636e\u6b64\u8bbe\u7acb\u60e9\u7f5a\u63aa\u65bd\uff0c\u501f\u9274\u52a0\u5bc6\u8d27\u5e01\u72af\u7f6a\u53ca\u5176\u6cd5\u5f8b\u540e\u679c\u7684\u7ecf\u9a8c\u3002<\/span>
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OpenAI\u8bb8\u53ef\u7cfb\u7edf https:\/\/www.bloomberg.com\/news\/articles\/2023-07-20\/internal-policy-memo-shows-how-openai-is-willing-to-be-regulated<\/span><\/p>\n<\/blockquote>\n


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3. \u5c31\u4e1a\u5f71\u54cd\u4e0e\u6559\u80b2\u653f\u7b56\u9700\u6c42\uff1a\u9762\u5bf9<\/span>\uff08\u53ef\u80fd\u51fa\u73b0\u7684\uff09<\/span>\u5c31\u4e1a\u5371\u673a\uff0c\u5b9e\u65bd\u5168\u9762\u6559\u80b2\u548c\u653f\u7b56\u4e3e\u63aa\u81f3\u5173\u91cd\u8981\u3002\u901a\u8fc7\u88c5\u5907\u4e2a\u4eba\u9002\u5e94\u53d8\u5316\u73af\u5883\u6240\u9700\u7684\u6280\u80fd\u548c\u77e5\u8bc6\uff0c\u6211\u4eec\u53ef\u4ee5\u63a8\u52a8\u8bed\u8a00\u667a<\/span>\u80fd<\/span>\u4f53<\/span>\u987a\u5229\u878d\u5165\u5404\u884c\u5404\u4e1a\u3002\u8fd9\u53ef\u4ee5\u901a\u8fc7\u6559\u80b2\u9879\u76ee\u3001\u804c\u4e1a\u57f9\u8bad\u548c\u518d\u6280\u80fd\u57f9\u517b\u8ba1\u5212\u5b9e\u73b0\uff0c\u4ee5\u5907\u52b3\u52a8\u529b\u8fce\u63a5\u6280\u672f\u9a71\u52a8\u672a\u6765\u6240\u9700\u6c42\u3002<\/span><\/p>\n


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4. \u901a\u8fc7\u7406\u89e3\u548c\u7814\u7a76\u7ba1\u7406\u5b58\u5728\u6027\u98ce\u9669\uff1a\u5728\u91c7\u53d6\u8fdb\u4e00\u6b65\u884c\u52a8\u4e4b\u524d\uff0c\u6df1\u5316\u5bf9\u8bed\u8a00\u667a<\/span>\u80fd<\/span>\u4f53<\/span>\u53ca\u5176\u5f71\u54cd\u7684\u7406\u89e3\u81f3\u5173\u91cd\u8981\u3002\u8fd9\u6d89\u53ca\u5230\u5bf9\u8fd9\u4e9b\u6a21\u578b\u7684\u8fd0\u4f5c\u673a\u5236\u3001\u9650\u5236\u548c\u6f5c\u5728\u98ce\u9669\u7684\u6df1\u5165\u7406\u89e3\u3002\u6b64\u5916\uff0c\u5efa\u7acb\u53ef\u6269\u5c55\u7684\u76d1\u7763\u673a\u5236\u4ee5\u786e\u4fdd\u8d1f\u8d23\u4efb\u7684\u90e8\u7f72\u5e76\u9884\u9632\u6f5c\u5728\u6ee5\u7528\u4e5f\u6781\u4e3a\u91cd\u8981\u3002\u4e00\u79cd\u65b9\u6cd5\u662f\u5229\u7528\u8bed\u8a00\u667a<\/span>\u80fd<\/span>\u4f53<\/span>\u81ea\u8eab\u6765\u76d1\u63a7\u548c\u8bc4\u4f30\u5176\u4ed6\u8bed\u8a00\u667a<\/span>\u80fd<\/span>\u4f53<\/span>\u7684\u884c\u4e3a\uff0c\u4ece\u800c\u4e3b\u52a8\u53d1\u73b0\u5e76\u51cf\u8f7b\u4efb\u4f55\u6709\u5bb3\u540e\u679c\u3002\u63a8\u52a8\u5728\u8bed\u8a00\u667a<\/span>\u80fd<\/span>\u4f53<\/span>\u9886\u57df\u7684\u8fdb\u4e00\u6b65\u7814\u7a76\u5c06\u6709\u52a9\u4e8e\u6211\u4eec\u66f4\u5168\u9762\u5730\u4e86\u89e3\u5b83\u4eec\u7684\u5b89\u5168\u5f71\u54cd\uff0c\u5e76\u534f\u52a9\u793e\u4f1a\u53d1\u5c55\u51fa\u6709\u6548\u7684\u4fdd\u969c\u63aa\u65bd\u3002<\/span><\/p>\n


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\u6700\u540e\u7684\u601d\u8003<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

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\u5982\u679c\u8d1f\u8d23\u4efb\u5730\u90e8\u7f72\uff0c\u8bed\u8a00\u667a<\/span>\u80fd<\/span>\u4f53<\/span>\u5bf9\u4e8e\u901a\u7528\u4eba\u5de5\u667a\u80fd\u548c\u5927\u89c4\u6a21\u81ea\u52a8\u5316\u73b0\u6709\u4eba\u529b\u52b3\u52a8\u800c\u8a00\uff0c\u5177\u6709\u5de8\u5927\u6f5c\u529b\uff0c\u6216\u8bb8\u80fd\u5f00\u542f\u65b0\u65f6\u4ee3\u7684\u53ef\u6269\u5c55\u4eba\u5de5\u667a\u80fd\u4e0e\u4eba\u7c7b\u5408\u4f5c\u3002\u7136\u800c\uff0c\u50cf\u6240\u6709\u65b0\u6280\u672f\u4e00\u6837\uff0c\u4ecd\u5b58\u5728\u5fc5\u987b\u7acb\u5373\u5173\u6ce8\u5e76\u6709\u6548\u51cf\u8f7b\u7684\u98ce\u9669\uff0c\u4ee5\u907f\u514d\u4e0d\u5e0c\u671b\u51fa\u73b0\u7684\u7ed3\u679c\u3002\u6211\u4eec\u76f8\u4fe1\u8fd9\u7bc7\u535a\u6587\u53ea\u662f\u4e00\u4e2a\u8d77\u70b9\uff0c\u5e76\u671f\u5f85\u793e\u533a\u8ba8\u8bba\u548c\u5171\u540c\u52aa\u529b\uff0c\u4ee5\u5b89\u5168\u5730\u63a8\u8fdb\u8bed\u8a00\u667a<\/span>\u80fd<\/span>\u4f53<\/span>\u7684\u53d1\u5c55\u3002<\/span><\/section>\n

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\u201c\u540eChatGPT\u201d\u8bfb\u4e66\u4f1a<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

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2022\u5e7411\u670830\u65e5\uff0c\u4e00\u4e2a\u73b0\u8c61\u7ea7\u5e94\u7528\u7a0b\u5e8f\u8bde\u751f\u4e8e\u4e92\u8054\u7f51\uff0c\u8fd9\u5c31\u662fOpenAI\u5f00\u53d1\u7684ChatGPT\u3002\u4ece\u95ee\u7b54\u5230\u5199\u7a0b\u5e8f\uff0c\u4ece\u63d0\u53d6\u6458\u8981\u5230\u8bba\u6587\u5199\u4f5c\uff0cChatGPT\u5c55\u73b0\u51fa\u4e86\u591a\u6837\u5316\u7684\u901a\u7528\u667a\u80fd\u3002\u4e8e\u662f\uff0c\u5fae\u8f6f\u3001\u8c37\u6b4c\u3001\u767e\u5ea6\u3001\u963f\u91cc\u3001\u8baf\u98de\uff0c\u4e92\u8054\u7f51\u5927\u4f6c\u4eec\u7eb7\u7eb7\u6469\u62f3\u64e6\u638c\u51c6\u5907\u5165\u573a\u2026\u2026\u4f46\u662f\uff0c\u8bf7\u5148\u51b7\u9759\u4e00\u4e0b\u2026\u2026 \u73b0\u5728 all in \u5927\u8bed\u8a00\u6a21\u578b\u662f\u5426\u771f\u7684\u5408\u9002\uff1f\u8981\u77e5\u9053\uff0cChatGPT\u7684\u80cc\u540e\u5176\u5b9e\u5c31\u662f\u6df1\u5ea6\u5b66\u4e60+\u5927\u6570\u636e+\u5927\u6a21\u578b\uff0c\u800c\u8fd9\u4e9b\u8981\u7d20\u65e9\u57285\u5e74\u524d\u7684AlphaGo\u65f6\u671f\u5c31\u5df2\u7ecf\u5f00\u59cb\u706b\u70ed\u4e86\u30025\u5e74\u524d\u6ca1\u6709\u6293\u4f4f\u673a\u9047\uff0c\u73b0\u5728\u53c8\u51ed\u4ec0\u4e48\u53ef\u4ee5\u642d\u4e0a\u5927\u8bed<\/span>\u8a00\u6a21\u578b\u8fd9\u8d9f\u5217\u8f66\u5462\uff1f<\/span><\/section>\n

<\/section>\n
\u96c6\u667a\u4ff1\u4e50\u90e8\u7279\u522b\u7ec4\u7ec7\u201c\u540e ChatGPT\u201d\u8bfb\u4e66\u4f1a<\/a>\uff0c\u7531\u5317\u5e08\u5927\u6559\u6388\u3001\u96c6\u667a\u4ff1\u4e50\u90e8\u521b\u59cb\u4eba\u5f20\u6c5f\u8001\u5e08\u8054\u5408\u8096\u8fbe\u3001\u674e\u5ae3\u7136\u3001\u5d14\u9e4f\u3001\u4faf\u6708\u6e90\u3001\u949f\u7ff0\u5ef7\u3001\u5362\u71da\u7b49\u591a\u4f4d\u8001\u5e08\u5171\u540c\u53d1\u8d77\uff0c\u65e8\u5728\u7cfb\u7edf\u6027\u5730\u68b3\u7406ChatGPT\u6280\u672f\uff0c\u5e76\u53d1\u73b0\u5176\u5f31\u70b9\u4e0e\u77ed\u677f\u3002<\/span><\/section>\n


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\u8be6\u60c5\u8bf7\u89c1\uff1a
<\/span><\/section>\n
\u201c\u540e ChatGPT\u201d\u8bfb\u4e66\u4f1a\u542f\u52a8\uff1a\u4ece\u901a\u7528\u4eba\u5de5\u667a\u80fd\u5230\u610f\u8bc6\u673a\u5668<\/a>
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AGI\u8bfb\u4e66\u4f1a\u542f\u52a8<\/strong>
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\u8be6\u60c5\u8bf7\u89c1\uff1a<\/span><\/span><\/p>\n

AGI \u8bfb\u4e66\u4f1a\u542f\u52a8\uff1a\u8fc8\u5411\u901a\u7528\u4eba\u5de5\u667a\u80fd\u7684\u8de8\u5b66\u79d1\u8def\u5f84<\/a><\/span>
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\u63a8\u8350\u9605\u8bfb<\/span><\/strong><\/strong><\/p>\n

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1. <\/strong>Wolfram\uff1aAI \u4f1a\u62a2\u8d70\u6240\u6709\u5de5\u4f5c\u5e76\u7ec8\u7ed3\u4eba\u7c7b\u5386\u53f2\u5417\uff1f<\/a><\/strong><\/span><\/strong><\/strong><\/section>\n
2.<\/strong> \u4eba\u5de5\u667a\u80fd\u7684\u9ece\u660e\uff1a\u4ece\u4fe1\u606f\u52a8\u529b\u5b66\u7684\u89d2\u5ea6\u770bChatGPT<\/a><\/a><\/strong><\/span><\/section>\n
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3.<\/strong> \u901a\u7528\u4eba\u5de5\u667a\u80fd\uff08AGI\uff09\u5df2\u7ecf\u5230\u6765\uff1f\u6df1\u5ea6\u89e3\u6790 ChatGPT \u83b7\u5f97\u667a\u80fd\u7684\u6570\u5b66\u7269\u7406\u673a\u7406<\/a><\/strong><\/strong><\/span><\/section>\n
4. <\/strong><\/strong><\/span>\u5f20\u6c5f\uff1a\u7b2c\u4e09\u4ee3\u4eba\u5de5\u667a\u80fd\u6280\u672f\u57fa\u7840\u2014\u2014\u4ece\u53ef\u5fae\u5206\u7f16\u7a0b\u5230\u56e0\u679c\u63a8\u7406 | \u96c6\u667a\u5b66\u56ed\u5168\u65b0\u8bfe\u7a0b<\/a><\/strong><\/strong><\/span><\/section>\n
5. \u6210\u4e3a\u96c6\u667aVIP\uff0c\u89e3\u9501\u5168\u7ad9\u8bfe\u7a0b\uff0f\u8bfb\u4e66\u4f1a<\/a><\/span><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/span><\/section>\n
6. <\/strong>\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/strong><\/span><\/a><\/section>\n


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\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u62a5\u540d\u8bfb\u4e66\u4f1a<\/span><\/strong><\/section>\n

<\/mp-style-type><\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

\u5bfc\u8bed \u8bed\u8a00\u667a\u80fd\u4f53\uff08Language Agent\uff09\uff0c\u5373\u4ee5\u5927\u8bed\u8a00\u6a21\u578b\u6280\u672f\u4e3a\u57fa\u7840\u7684\u667a\u80fdagent\u3002\u5982\u679c\u8d1f\u8d23\u4efb\u5730\u90e8\u7f72\uff0c\u8bed\u8a00\u667a\u80fd\u4f53\u5bf9\u4e8e\u901a\u7528\u4eba\u5de5\u667a\u80fd\uff08AGI\uff09\u548c\u5927\u89c4\u6a21\u81ea\u52a8\u5316\u73b0\u6709\u4eba\u529b\u52b3\u52a8\u5c06\u5177\u6709\u5de8\u5927\u6f5c\u529b\uff0c\u6216\u8bb8\u80fd\u5f00\u542f\u65b0\u65f6\u4ee3\u7684\u53ef\u6269\u5c55\u4eba\u5de5\u667a\u80fd\u4e0e\u4eba\u7c7b\u5408\u4f5c\u3002\u7136\u800c\uff0c\u50cf\u6240\u6709\u65b0\u6280\u672f\u4e00\u6837\uff0c\u6211\u4eec\u4e5f\u9700\u8981\u5173\u6ce8\u5e76\u6709\u6548\u51cf\u8f7b\u968f\u4e4b\u800c\u6765\u7684\u98ce\u9669\uff0c\u4ee5\u907f…<\/p>\n","protected":false},"author":0,"featured_media":47206,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":[],"categories":[1],"tags":[],"special":[],"_links":{"self":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/47212"}],"collection":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=47212"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/47212\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/47206"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=47212"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=47212"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=47212"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=47212"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}