{"id":56660,"date":"2025-02-19T15:07:37","date_gmt":"2025-02-19T07:07:37","guid":{"rendered":"https:\/\/swarma.org\/?p=56660"},"modified":"2025-02-19T15:07:37","modified_gmt":"2025-02-19T07:07:37","slug":"agentsociety-1-0%ef%bc%9allm%e6%97%b6%e4%bb%a3%e7%9a%84%e7%a4%be%e4%bc%9a%e6%a8%a1%e6%8b%9f%e5%99%a8%e6%9d%a5%e4%ba%86%ef%bc%81","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=56660","title":{"rendered":"AgentSociety 1.0\uff1aLLM\u65f6\u4ee3\u7684\u793e\u4f1a\u6a21\u62df\u5668\u6765\u4e86\uff01"},"content":{"rendered":"
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\u6b63\u5982\u590d\u6742\u6027\u79d1\u5b66\u5148\u9a71\u970d\u5170\u5fb7\u6240\u6307\u51fa\u7684\uff1a\u201c\u793e\u4f1a\u7cfb\u7edf\u7684\u672c\u8d28\u5728\u4e8e\u5176\u6784\u6210\u5143\u7d20\u95f4\u7684\u975e\u7ebf\u6027\u6d8c\u73b0\u3002\u201d\u8fd9\u4e00\u8bba\u65ad\u63ed\u793a\u4e86\u4f20\u7edf\u8fd8\u539f\u8bba\u65b9\u6cd5\u5728\u5e94\u5bf9\u793e\u4f1a\u590d\u6742\u6027\u65f6\u7684\u56fa\u6709\u5c40\u9650\uff0c\u4e5f\u50ac\u751f\u4e86\u201c\u751f\u6210\u5f0f\u793e\u4f1a\u79d1\u5b66\u201d<\/span>\uff08Generative Social Science\uff09<\/span>\u8fd9\u4e00\u7814\u7a76\u8303\u5f0f\u7684\u8fc5\u901f\u5d1b\u8d77\uff0c\u8be5\u8303\u5f0f\u5c06\u793e\u4f1a\u89c6\u4e3a\u590d\u6742\u81ea\u9002\u5e94\u7cfb\u7edf\uff0c\u4ece\u5fae\u89c2\u5c42\u9762\u51fa\u53d1\uff0c\u901a\u8fc7\u6a21\u62df\u4e2a\u4f53\u7684\u884c\u4e3a\u548c\u4e92\u52a8\u6765\u63a2\u7d22\u590d\u6742\u793e\u4f1a\u7cfb\u7edf\u7684\u5185\u5728\u673a\u5236\uff0c\u5f3a\u8c03\u901a\u8fc7\u81ea\u5e95\u5411\u4e0a\u7684\u8ba1\u7b97\u5b9e\u73b0\u5bf9\u793e\u4f1a\u6570\u5b57\u5b6a\u751f\u7684\u6784\u5efa\u3002\u5176\u4e2d\uff0c\u667a\u80fd\u4f53\u5efa\u6a21<\/span>\uff08Agent-Based Modeling\uff09<\/span>\u662f\u76ee\u524d\u5e7f\u6cdb\u5e94\u7528\u7684\u4e00\u79cd\u65b9\u6cd5\uff0c\u5b83\u901a\u8fc7\u6784\u5efaAgent\u4ee5\u53ca\u591aAgents\u4e4b\u95f4\u7684\u4ea4\u4e92\u5173\u7cfb\uff0c\u52a8\u6001\u518d\u73b0\u793e\u4f1a\u7684\u8fd0\u884c\u72b6\u6001\u3002\u8fd9\u79cd\u65b9\u6cd5\u5df2\u88ab\u5e7f\u6cdb\u5e94\u7528\u4e8e\u793e\u4f1a\u79d1\u5b66\u3001\u653f\u6cbb\u5b66\u3001\u7ecf\u6d4e\u5b66\u7b49\u9886\u57df\uff0c\u5e2e\u52a9\u7814\u7a76\u8005\u66f4\u6df1\u5165\u5730\u7406\u89e3\u4eba\u7c7b\u884c\u4e3a\u53ca\u793e\u4f1a\u7684\u590d\u6742\u6027\u3002<\/span><\/section>\n
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    \u771f\u5b9e\u57ce\u5e02\u793e\u4f1a\u73af\u5883\uff1a<\/strong>\u7cbe\u51c6\u6a21\u62df\u793e\u4f1a\u4eba\u8d56\u4ee5\u751f\u5b58\u7684\u57ce\u5e02\u7a7a\u95f4\uff0c\u91cd\u73b0\u4ea4\u901a\u3001\u57fa\u7840\u8bbe\u65bd\u548c\u516c\u5171\u8d44\u6e90\uff0c\u4f7f\u667a\u80fd\u4f53\u80fd\u5728\u771f\u5b9e\u73af\u5883\u7ea6\u675f\u4e0b\u4ea4\u4e92\uff0c\u5f62\u6210\u903c\u771f\u7684\u793e\u4f1a\u751f\u6001\u3002<\/span><\/p>\n<\/li>\n

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    \u5927\u89c4\u6a21\u793e\u4f1a\u6a21\u62df\u5f15\u64ce\uff1a<\/strong>\u91c7\u7528\u5f02\u6b65\u6a21\u62df\u67b6\u6784\u4e0eRay\u5206\u5e03\u5f0f\u8ba1\u7b97\u6846\u67b6\uff0c\u7ed3\u5408\u667a\u80fd\u4f53\u5206\u7ec4\u548c MQTT \u9ad8\u5e76\u53d1\u901a\u4fe1\uff0c\u5b9e\u73b0\u9ad8\u6548\u3001\u53ef\u6269\u5c55\u7684\u667a\u80fd\u4f53\u4ea4\u4e92\u4e0e\u793e\u4f1a\u884c\u4e3a\u6a21\u62df\u3002<\/span><\/p>\n<\/li>\n

  • \n
    \u667a\u80fd\u793e\u4f1a\u79d1\u5b66\u7814\u7a76\u4e0e\u6cbb\u7406\u5de5\u5177\u7bb1\uff1a<\/strong>\u5168\u9762\u652f\u6301\u5b9e\u9a8c\u3001\u8bbf\u8c08\u3001\u95ee\u5377\u8c03\u67e5\u7b49\u4e00\u7cfb\u5217\u793e\u4f1a\u5b66\u7814\u7a76\u65b9\u6cd5\uff0c\u63d0\u4f9b\u591a\u79cd\u81ea\u52a8\u5316\u6570\u636e\u5206\u6790\u5de5\u5177\uff0c\u4ece\u5b9a\u6027\u7814\u7a76\u5230\u5b9a\u91cf\u5206\u6790\u5168\u9762\u52a9\u529b\u793e\u4f1a\u79d1\u5b66\u7814\u7a76\u7684\u6df1\u5165\u5f00\u5c55\u3002<\/span><\/section>\n<\/li>\n<\/ul>\n

    <\/span><\/section>\n
    <\/span><\/section>\n
    \n
    \n
    \n
    \u6587\u7ae0\u5730\u5740\uff1ahttps:\/\/arxiv.org\/abs\/2502.08691\uff0c<\/span><\/section>\n
    \u5b98\u65b9\u6587\u6863\uff1ahttps:\/\/agentsociety.readthedocs.io\/en\/latest\/\uff0c<\/span><\/section>\n
    GitHub\u94fe\u63a5\uff1ahttps:\/\/github.com\/tsinghua-fib-lab\/agentsociety\/ <\/span><\/section>\n<\/section>\n<\/section>\n<\/blockquote>\n
    <\/section>\n

    <\/p>\n

    <\/section>\n

    <\/p>\n

    \u56fe 1 AgentSociety \u603b\u89c8<\/span><\/p>\n

    \uff08\u4ea4\u4e92\u6848\u4f8b\u89c1\uff1ahttps:\/\/agentsociety.fiblab.net\/exp\/1a4c4fa5-04c1-4973-9433-b8b696f2fda0\uff09<\/span><\/p>\n

    <\/section>\n
    \u5927\u578b\u793e\u4f1a\u6a21\u62df\u5668\u901a\u8fc7\u6570\u5b57\u5316\u548c\u865a\u62df\u5316\u7684\u65b9\u5f0f\uff0c\u4f7f\u7814\u7a76\u8005\u80fd\u591f\u5728\u65e0\u9700\u8fdb\u884c\u5b9e\u9645\u5b9e\u9a8c\u7684\u60c5\u51b5\u4e0b\uff0c\u6a21\u62df\u5e76\u89c2\u5bdf\u793e\u4f1a\u73b0\u8c61\u7684\u53d8\u5316\u8fc7\u7a0b\uff0c\u663e\u8457\u964d\u4f4e\u4e86\u7814\u7a76\u7684\u98ce\u9669\u4e0e\u6210\u672c\u3002\u540c\u65f6\uff0c\u6a21\u62df\u5668\u80fd\u591f\u5728\u4e0d\u540c\u60c5\u5883\u4e0b\u8fdb\u884c\u591a\u7ef4\u5ea6\u7684\u6570\u636e\u91c7\u96c6\u548c\u5b9e\u9a8c\u8bbe\u8ba1\uff0c\u514b\u670d\u4f20\u7edf\u7814\u7a76\u56e0\u53d7\u9650\u4e8e\u65f6\u95f4\u3001\u7a7a\u95f4\u548c\u8d44\u6e90\u7b49\u56e0\u7d20\u6240\u5e26\u6765\u7684\u5c40\u9650\u3002\u56e2\u961f\u63d0\u4f9b\u53ef\u89c6\u5316\u4ea4\u4e92\u5de5\u5177\u548c\u667a\u80fd\u793e\u4f1a\u6cbb\u7406\u7814\u7a76\u5de5\u5177\u7bb1\uff0c\u652f\u6301\u5b9e\u65f6\u76d1\u6d4b\u3001\u4e3b\u52a8\u5e72\u9884\u548c\u6570\u636e\u6536\u96c6\uff0c\u52a9\u529b\u793e\u4f1a\u7814\u7a76\u548c\u6cbb\u7406\u5b9e\u9a8c\u3002<\/strong><\/span><\/section>\n
    <\/section>\n
    \u793e\u4f1a\u6a21\u62df\u5668\u7684\u5e94\u7528\u4e0d\u4ec5\u9650\u4e8e\u5177\u4f53\u7684\u793e\u4f1a\u5b9e\u9a8c\uff0c\u5b83\u8fd8\u53ef\u4ee5\u4f5c\u4e3a\u793e\u4f1a\u79d1\u5b66\u7814\u7a76\u7684\u6838\u5fc3\u65b9\u6cd5\u5de5\u5177\uff0c\u8f85\u52a9\u5f00\u5c55\u524d\u671f\u7814\u7a76\u548c\u5047\u8bbe\u9a8c\u8bc1\uff0c\u8f85\u52a9\u653f\u7b56\u51b3\u7b56\u8005\u548c\u516c\u5171\u4e8b\u52a1\u53c2\u4e0e\u4e3b\u4f53\u8fdb\u884c\u667a\u80fd\u51b3\u7b56\u3002\u7814\u7a76\u56e2\u961f\u53ef\u4ee5\u5229\u7528\u5176\u8fdb\u884c\u521d\u6b65\u7684\u7406\u8bba\u6784\u5efa\u3001\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u653f\u7b56\u6548\u679c\u8bc4\u4f30\uff0c\u4e3a\u540e\u7eed\u7684\u5b9e\u8bc1\u7814\u7a76\u63d0\u4f9b\u4f9d\u636e\u3002\u8fd9\u79cd\u5de5\u5177\u7684\u7075\u6d3b\u6027\u548c\u53ef\u6269\u5c55\u6027\u4f7f\u5f97\u7814\u7a76\u8005\u80fd\u591f\u5728\u4e0d\u540c\u7684\u793e\u4f1a\u60c5\u5883\u548c\u53d8\u91cf\u6761\u4ef6\u4e0b\uff0c\u5feb\u901f\u6d4b\u8bd5\u7406\u8bba\u5047\u8bbe\u5e76\u9a8c\u8bc1\u5176\u53ef\u884c\u6027\uff0c\u4e3a\u5b66\u672f\u7814\u7a76\u7684\u7cbe\u51c6\u6027\u548c\u5b9e\u7528\u6027\u63d0\u4f9b\u6709\u529b\u652f\u6301\u3002<\/span><\/section>\n
    <\/section>\n
    \u4e3a\u4e86\u5c55\u793a\u5927\u89c4\u6a21\u793e\u4f1a\u6a21\u62df\u5668\u5728\u793e\u4f1a\u79d1\u5b66\u7814\u7a76\u4e2d\u7684\u4ef7\u503c\uff0c\u56e2\u961f\u5f00\u5c55\u4e86\u4e00\u7cfb\u5217\u5178\u578b\u793e\u4f1a\u5b9e\u9a8c\uff0c\u6db5\u76d6\u5e72\u9884\u5b9e\u9a8c\u3001\u8bbf\u8c08\u548c\u8c03\u67e5\u95ee\u5377\u7b49\u65b9\u6cd5\u3002\u5b9e\u9a8c\u805a\u7126\u89c2\u70b9\u6781\u5316\u3001\u717d\u52a8\u6027\u6d88\u606f\u4f20\u64ad\u4e0e\u6cbb\u7406\u3001\u5168\u6c11\u57fa\u672c\u6536\u5165<\/span>\uff08Universal Basic Income, UBI\uff09<\/span>\u653f\u7b56\u548c\u98d3\u98ce\u51b2\u51fb\u4e0b\u7684\u793e\u4f1a\u52a8\u6001\uff0c\u6df1\u5165\u63a2\u8ba8\u4e2a\u4f53\u4e0e\u7fa4\u4f53\u884c\u4e3a\u5728\u4e0d\u540c\u793e\u4f1a\u673a\u5236\u4e0b\u7684\u6f14\u5316\u89c4\u5f8b\u3002\u57fa\u4e8eAgentSociety\u7684\u5b9e\u9a8c\uff0c\u6709\u6548\u6a21\u62df\u4e86\u771f\u5b9e\u4e16\u754c\u4e2d\u5e38\u89c1\u7684\u201c\u56de\u97f3\u5ba4\u6548\u5e94\u201d\u3001\u717d\u52a8\u6027\u4fe1\u606f\u5177\u6709\u66f4\u5f3a\u7684\u4f20\u64ad\u6027\u548c\u60c5\u7eea\u5f15\u5bfc\u529b\u3001UBI\u653f\u7b56\u5728\u4e2a\u4f53\u6d88\u8d39\u548c\u6539\u5584\u5fc3\u7406\u5065\u5eb7\u65b9\u9762\u7684\u6548\u679c\u3001\u4ee5\u53ca\u98d3\u98ce\u51b2\u51fb\u4e0b\u7684\u4eba\u7fa4\u6d41\u52a8\u7684\u53d7\u9650\u4e0e\u6062\u590d\uff0c\u7814\u7a76\u7ed3\u679c\u4e0e\u771f\u5b9e\u4e16\u754c\u9ad8\u5ea6\u4e00\u81f4\uff0c\u8bc1\u660e\u4e86AgentSociety\u4f5c\u4e3a\u4f4e\u6210\u672c\u5b9e\u9a8c\u573a\u5730\u9a8c\u8bc1\u653f\u7b56\u7684\u6709\u6548\u6027\u3002<\/span><\/section>\n
    <\/section>\n
    <\/section>\n

    \n
    \n
    \n
    \n
    \n
    <\/section>\n
    <\/section>\n
    \n
    <\/section>\n<\/section>\n<\/section>\n
    \n

    \u4e00\u3001\u5927\u6a21\u578b\u9a71\u52a8\u7684\u793e\u4f1a\u4eba\u667a\u80fd\u4f53<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

    \n
    <\/section>\n
    <\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n

    <\/p>\n

    \u793e\u4f1a\u4eba\u667a\u80fd\u4f53\u662fAgentSociety\u7684\u6838\u5fc3\u3002\u56e2\u961f\u63d0\u51fa\u7684\u5927\u6a21\u578b\u9a71\u52a8\u7684\u793e\u4f1a\u4eba\u667a\u80fd\u4f53\uff0c\u65e8\u5728\u901a\u8fc7\u7ed3\u5408\u5927\u6a21\u578b\u667a\u80fd\u4f53\u6280\u672f\u4e0e\u5fc3\u7406\u5b66\u3001\u7ecf\u6d4e\u5b66\u548c\u884c\u4e3a\u79d1\u5b66\u7406\u8bba\uff0c\u6a21\u62df\u5177\u6709\u590d\u6742\u793e\u4f1a\u884c\u4e3a\u7684\u667a\u80fd\u4f53\uff0c\u5e76\u901a\u8fc7\u6a21\u62df\u5927\u89c4\u6a21\u667a\u80fd\u4f53\u95f4\u53ca\u667a\u80fd\u4f53\u4e0e\u73af\u5883\u7684\u4ea4\u4e92\uff0c\u63a2\u7d22\u793e\u4f1a\u73b0\u8c61\u7684\u6f14\u53d8\u548c\u96c6\u4f53\u884c\u4e3a\u3002\u5177\u4f53\u800c\u8a00\uff0c\u56e2\u961f\u5c06\u793e\u4f1a\u4eba\u667a\u80fd\u4f53\u8bbe\u8ba1\u5206\u4e3a\u4e09\u4e2a\u5c42\u9762\uff1a\u5fc3\u667a\u3001\u5fc3\u667a-\u884c\u4e3a\u8026\u5408\u548c\u884c\u4e3a\u3002<\/span><\/section>\n
    <\/section>\n

    <\/p>\n

    \u56fe 2 \u793e\u4f1a\u4eba\u667a\u80fd\u4f53\u7684\u57fa\u672c\u6784\u6210\uff0c\u5206\u4e3a\u5fc3\u667a\u3001\u5fc3\u667a-\u884c\u4e3a\u8026\u5408\u548c\u884c\u4e3a<\/span><\/section>\n
    <\/section>\n
    \u5fc3\u667a\u5c42\u9762\uff1a\u6784\u5efa\u667a\u80fd\u4f53\u7684\u5fc3\u7406\u8ba4\u77e5\u7cfb\u7edf<\/strong><\/span><\/section>\n
    <\/section>\n
    \u5728\u5fc3\u667a\u5c42\u9762\uff0c\u4e3a\u6bcf\u4e2a\u667a\u80fd\u4f53\u6784\u5efa\u7a33\u5b9a\u7684\u4e2a\u4f53\u753b\u50cf<\/span>\uff08\u5982\u6027\u683c\u3001\u5e74\u9f84\u3001\u6027\u522b\uff09<\/span>\u548c\u52a8\u6001\u7684\u4e2a\u4eba\u72b6\u6001<\/span>\uff08\u5982\u60c5\u611f\u3001\u7ecf\u6d4e\u72b6\u51b5\u548c\u793e\u4f1a\u5173\u7cfb\uff09<\/span>\uff0c\u4ee5\u786e\u4fdd\u667a\u80fd\u4f53\u5728\u4e0d\u540c\u60c5\u5883\u4e0b\u5c55\u73b0\u4e2a\u6027\u5316\u7684\u884c\u4e3a\u6a21\u5f0f\u3002\u5728\u6b64\u57fa\u7840\u4e0a\uff0c\u56e2\u961f\u5f15\u5165\u60c5\u611f<\/span>\uff08Emotions\uff09<\/span>\u3001\u9700\u6c42<\/span>\uff08Needs\uff09<\/span>\u548c\u8ba4\u77e5<\/span>\uff08Cognition\uff09<\/span> \u4e09\u5927\u6838\u5fc3\u5fc3\u7406\u8fc7\u7a0b\uff0c\u5171\u540c\u51b3\u5b9a\u667a\u80fd\u4f53\u7684\u51b3\u7b56\u63a8\u7406\u3001\u884c\u4e3a\u6a21\u5f0f\u548c\u793e\u4f1a\u9002\u5e94\u80fd\u529b\u3002\u5177\u4f53\u800c\u8a00\uff0c\u60c5\u611f\u53cd\u6620\u667a\u80fd\u4f53\u5bf9\u5916\u90e8\u523a\u6fc0\u7684\u5373\u65f6\u53cd\u5e94\uff0c\u5f71\u54cd\u5176\u77ed\u671f\u51b3\u7b56\u548c\u793e\u4ea4\u4e92\u52a8\uff0c\u4f8b\u5982\u5728\u6b63\u9762\u53cd\u9988\u4e0b\u589e\u5f3a\u5408\u4f5c\u610f\u613f\uff0c\u6216\u5728\u8d1f\u9762\u60c5\u5883\u4e2d\u8868\u73b0\u51fa\u56de\u907f\u884c\u4e3a\uff1b\u9700\u6c42\u662f\u884c\u4e3a\u7684\u5185\u5728\u9a71\u52a8\u529b\uff0c\u57fa\u4e8e\u9a6c\u65af\u6d1b\u9700\u6c42\u5c42\u6b21\u7406\u8bba\uff0c\u667a\u80fd\u4f53\u5728\u6ee1\u8db3\u57fa\u672c\u751f\u5b58\u9700\u6c42\u540e\uff0c\u4f1a\u9010\u6b65\u8ffd\u6c42\u5b89\u5168\u3001\u793e\u4ea4\u3001\u5c0a\u91cd\u4e43\u81f3\u81ea\u6211\u5b9e\u73b0\uff0c\u4ece\u800c\u5851\u9020\u5176\u957f\u671f\u884c\u4e3a\u8f68\u8ff9\u548c\u793e\u4ea4\u7b56\u7565\uff1b\u8ba4\u77e5\u51b3\u5b9a\u4e86\u667a\u80fd\u4f53\u5982\u4f55\u7406\u89e3\u5916\u90e8\u4e16\u754c\uff0c\u5305\u62ec\u5bf9\u793e\u4f1a\u4e8b\u4ef6\u3001\u653f\u7b56\u73af\u5883\u548c\u7fa4\u4f53\u884c\u4e3a\u7684\u6001\u5ea6\uff0c\u8fd9\u4e00\u8fc7\u7a0b\u4e0d\u4ec5\u53d7\u5176\u4e2a\u6027\u548c\u8fc7\u5f80\u7ecf\u5386\u5f71\u54cd\uff0c\u8fd8\u4f1a\u56e0\u957f\u671f\u793e\u4f1a\u4e92\u52a8\u4e0d\u65ad\u6f14\u5316\u3002<\/span><\/section>\n
    <\/section>\n
    \u5fc3\u667a-\u884c\u4e3a\u8026\u5408\uff1a\u5fc3\u667a\u5982\u4f55\u9a71\u52a8\u667a\u80fd\u4f53\u884c\u4e3a<\/strong><\/span><\/section>\n
    <\/section>\n
    \u667a\u80fd\u4f53\u7684\u884c\u4e3a\u5e76\u975e\u968f\u673a\u6216\u88ab\u52a8\u54cd\u5e94\uff0c\u800c\u662f\u7531\u5176\u60c5\u611f\u3001\u9700\u6c42\u548c\u8ba4\u77e5\u5171\u540c\u9a71\u52a8\uff0c\u5e76\u6839\u636e\u4e2a\u4eba\u72b6\u6001\u4e0e\u5916\u90e8\u73af\u5883\u7684\u4ea4\u4e92\u4e0d\u65ad\u8c03\u6574\u3002\u56e2\u961f\u57fa\u4e8e\u9a6c\u65af\u6d1b\u9700\u6c42\u5c42\u6b21\u7406\u8bba<\/span>\uff08Maslow\u2019s Hierarchy of Needs\uff09<\/span>\u548c\u8ba1\u5212\u884c\u4e3a\u7406\u8bba<\/span>\uff08Theory of Planned Behavior, TPB\uff09<\/span>\uff0c\u6784\u5efa\u4ece\u5fc3\u7406\u72b6\u6001\u5230\u884c\u4e3a\u6267\u884c\u7684\u5b8c\u6574\u8def\u5f84\uff0c\u4f7f\u667a\u80fd\u4f53\u7684\u884c\u4e3a\u66f4\u7b26\u5408\u4eba\u7c7b\u7684\u52a8\u673a\u6a21\u5f0f\u3002\u6309\u7167\u9a6c\u65af\u6d1b\u9700\u6c42\u5c42\u6b21\u7406\u8bba\uff0c\u667a\u80fd\u4f53\u4f1a\u4f18\u5148\u6ee1\u8db3\u751f\u5b58\u548c\u5b89\u5168\u9700\u6c42\uff0c\u5728\u6b64\u57fa\u7840\u4e0a\u9010\u6b65\u8ffd\u6c42\u793e\u4ea4\u7b49\u66f4\u9ad8\u7ea7\u76ee\u6807\u3002\u4e0e\u6b64\u540c\u65f6\uff0c\u57fa\u4e8e\u8ba1\u5212\u884c\u4e3a\u7406\u8bba\uff0c\u667a\u80fd\u4f53\u5728\u5f62\u6210\u76ee\u6807\u540e\uff0c\u4f1a\u7ed3\u5408\u81ea\u8eab\u8ba4\u77e5\u548c\u73af\u5883\u56e0\u7d20\u4e3b\u52a8\u89c4\u5212\u884c\u52a8\uff0c\u4f7f\u5176\u884c\u4e3a\u65e2\u5177\u9002\u5e94\u6027\uff0c\u53c8\u80fd\u5c55\u73b0\u957f\u671f\u8fde\u8d2f\u6027\u3002<\/span><\/section>\n
    <\/section>\n
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    <\/section>\n
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    <\/section>\n

    <\/p>\n

    \u56fe 3 \u793e\u4f1a\u4eba\u667a\u80fd\u4f53\u8bbe\u8ba1\u67b6\u6784<\/span><\/section>\n
    <\/section>\n
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    <\/section>\n
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    <\/section>\n
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    <\/p>\n

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    <\/section>\n

    \n
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    \n
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    <\/section>\n
    <\/section>\n
    \n
    <\/section>\n<\/section>\n<\/section>\n
    \n

    \u4e8c\u3001\u771f\u5b9e\u793e\u4f1a\u73af\u5883<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

    \n
    <\/section>\n
    <\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n

    <\/p>\n

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    <\/section>\n

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    1. \u7cbe\u51c6\u5efa\u6a21\u73b0\u5b9e\u4e16\u754c\u673a\u5236\uff1a<\/span><\/strong>\u878d\u5408\u7269\u7406\u7ea6\u675f\u3001\u6210\u672c\u53cd\u9988\u548c\u793e\u4f1a\u8fd0\u884c\u89c4\u5219\uff0c\u8ba9\u667a\u80fd\u4f53\u5728\u65f6\u95f4\u3001\u8d44\u6e90\u3001\u7ecf\u6d4e\u7b49\u591a\u7ef4\u5ea6\u53d7\u5230\u771f\u5b9e\u9650\u5236\uff0c\u4f7f\u5176\u884c\u4e3a\u66f4\u5177\u5408\u7406\u6027\u548c\u8fde\u8d2f\u6027\u3002<\/span><\/p>\n

    2. \u6570\u636e\u6e90\u81ea\u73b0\u5b9e\uff0c\u786e\u4fdd\u884c\u4e3a\u903b\u8f91\u4e00\u81f4\uff1a<\/span><\/strong>\u73af\u5883\u6570\u636e\u76f4\u63a5\u6765\u6e90\u4e8e\u771f\u5b9e\u4e16\u754c\uff0c\u6216\u57fa\u4e8e\u73b0\u5b9e\u793e\u4f1a\u539f\u5219\u6784\u5efa\uff0c\u4fdd\u8bc1\u6a21\u62df\u7ed3\u679c\u5177\u6709\u73b0\u5b9e\u53c2\u8003\u4ef7\u503c\uff0c\u907f\u514d\u865a\u62df\u73af\u5883\u8131\u79bb\u793e\u4f1a\u89c4\u5f8b\u3002<\/span><\/p>\n

    3. \u667a\u80fd\u4f53\u53ef\u4ea4\u4e92\u63a5\u53e3\uff0c\u652f\u6301\u771f\u5b9e\u51b3\u7b56\uff1a<\/span><\/strong>\u667a\u80fd\u4f53\u4e0d\u4ec5\u80fd\u591f\u611f\u77e5\u73af\u5883\uff0c\u8fd8\u53ef\u76f4\u63a5\u4e0e\u5176\u4ea4\u4e92\uff0c\u5b9e\u73b0\u8def\u5f84\u89c4\u5212\u3001\u793e\u4ea4\u5173\u7cfb\u6f14\u53d8\u3001\u7ecf\u6d4e\u4ea4\u6613\u7b49\u52a8\u6001\u51b3\u7b56\uff0c\u786e\u4fdd\u884c\u4e3a\u4e0d\u4ec5\u662f\u6587\u672c\u63a8\u7406\u7684\u7ed3\u679c\uff0c\u800c\u662f\u771f\u5b9e\u884c\u52a8\u7684\u6a21\u62df\u3002<\/span><\/section>\n
    <\/section>\n
    \u6b64\u5916\uff0c\u56e2\u961f\u5c06\u73af\u5883\u5212\u5206\u4e3a\u57ce\u5e02\u7a7a\u95f4\u3001\u793e\u4ea4\u7a7a\u95f4\u548c\u7ecf\u6d4e\u7a7a\u95f4\uff0c\u5171\u540c\u6784\u5efa\u5b8c\u6574\u3001\u52a8\u6001\u7684\u793e\u4f1a\u7cfb\u7edf\uff0c\u4e3a\u667a\u80fd\u4f53\u884c\u4e3a\u7684\u6a21\u62df\u63d0\u4f9b\u7cbe\u51c6\u652f\u6491\uff0c\u4f7f\u5176\u66f4\u7b26\u5408\u4eba\u7c7b\u793e\u4f1a\u7684\u8fd0\u884c\u6a21\u5f0f\u3002<\/span><\/section>\n
    <\/section>\n

    <\/p>\n

    \u56fe 4 \u771f\u5b9e\u57ce\u5e02\u793e\u4f1a\u73af\u5883<\/span><\/section>\n
    <\/section>\n
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    <\/span><\/section>\n
    \u8868 2\u57ce\u5e02\u793e\u4f1a\u73af\u5883\u6027\u80fd\u8bc4\u4f30<\/span><\/section>\n

    <\/p>\n

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    <\/section>\n<\/section>\n<\/section>\n
    \n

    \u4e09\u3001\u5927\u89c4\u6a21\u793e\u4f1a\u6a21\u62df\u5f15\u64ce\u4e0e\u793e\u4f1a\u5b66\u7814\u7a76\u5de5\u5177\u7bb1<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

    \n
    <\/section>\n
    <\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n

    <\/p>\n

    \u4e3a\u4e86\u5b9e\u73b0\u771f\u5b9e\u3001\u9ad8\u6548\u5730\u5927\u89c4\u6a21\u793e\u4f1a\u6a21\u62df\uff0c\u56e2\u961f\u6784\u5efa\u4e86\u4e00\u4e2a\u9ad8\u6548\u3001\u53ef\u6269\u5c55\u3001\u652f\u6301\u5927\u89c4\u6a21\u793e\u4f1a\u4eba\u667a\u80fd\u4f53\u5e76\u884c\u6267\u884c\u7684\u793e\u4f1a\u6a21\u62df\u5f15\u64ce\u3002\u8be5\u5f15\u64ce\u4e0d\u4ec5\u7ed3\u5408\u4e86LLM\u9a71\u52a8\u7684\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u548c\u771f\u5b9e\u57ce\u5e02\u793e\u4f1a\u73af\u5883\uff0c\u66f4\u5728\u7cfb\u7edf\u67b6\u6784\u4e0a\u8fdb\u884c\u4e86\u6df1\u5ea6\u4f18\u5316\uff0c\u4ee5\u786e\u4fdd\u6a21\u62df\u7ed3\u679c\u65e2\u5177\u5907\u73b0\u5b9e\u5408\u7406\u6027\uff0c\u53c8\u80fd\u5927\u89c4\u6a21\u3001\u9ad8\u6548\u8fd0\u884c\u3002<\/span><\/section>\n
    <\/section>\n

    <\/p>\n

    \u56fe 5 \u5927\u89c4\u6a21\u793e\u4f1a\u6a21\u62df\u5f15\u64ce<\/span><\/section>\n
    <\/section>\n
    \u4f20\u7edf\u591a\u667a\u80fd\u4f53\u6846\u67b6<\/span>\uff08\u5982CAMEL\u3001AgentScope\uff09<\/span>\u901a\u5e38\u4f9d\u8d56\u4e25\u683c\u7684\u6d88\u606f\u4f20\u9012\u673a\u5236\u6765\u7ec4\u7ec7\u667a\u80fd\u4f53\u95f4\u7684\u4ea4\u4e92\uff0c\u4ee5\u4fdd\u8bc1\u4efb\u52a1\u7684\u6267\u884c\u987a\u5e8f\u3002\u7136\u800c\uff0c\u5728\u73b0\u5b9e\u793e\u4f1a\u4e2d\uff0c\u4e2a\u4f53\u7684\u884c\u4e3a\u51b3\u7b56\u5e76\u975e\u603b\u662f\u53d7\u5916\u90e8\u8f93\u5165\u76f4\u63a5\u9a71\u52a8\uff0c\u800c\u662f\u6e90\u81ea\u4e2a\u4f53\u8bb0\u5fc6\u3001\u8ba4\u77e5\u72b6\u6001\u548c\u73af\u5883\u7ea6\u675f\u7684\u81ea\u4e3b\u6574\u5408\u3002\u56e0\u6b64\uff0c\u56e2\u961f\u7684\u793e\u4f1a\u6a21\u62df\u5f15\u64ce\u91c7\u7528\u4e86\u66f4\u63a5\u8fd1\u73b0\u5b9e\u7684\u5f02\u6b65\u6a21\u62df\u67b6\u6784\uff0c\u8ba9\u6bcf\u4e2a\u667a\u80fd\u4f53\u4f5c\u4e3a\u72ec\u7acb\u7684\u6a21\u62df\u5355\u5143\uff0c\u4e0d\u4f9d\u8d56\u7279\u5b9a\u7684\u6267\u884c\u987a\u5e8f\uff0c\u800c\u662f\u901a\u8fc7\u6d88\u606f\u7cfb\u7edf\u8fdb\u884c\u4fe1\u606f\u4ea4\u6362\uff0c\u5b9e\u73b0\u667a\u80fd\u4f53\u4e4b\u95f4\u7684\u76f8\u4e92\u5f71\u54cd\u3002<\/span><\/section>\n
    <\/section>\n
    \u4e3a\u4e86\u63d0\u5347\u5927\u89c4\u6a21\u5e76\u884c\u6a21\u62df\u7684\u8ba1\u7b97\u6548\u7387\uff0c\u56e2\u961f\u57fa\u4e8eRay\u5206\u5e03\u5f0f\u8ba1\u7b97\u6846\u67b6\uff0c\u7ed3\u5408Python\u7684asyncio\u673a\u5236\u8fdb\u884c\u5f02\u6b65\u6267\u884c\uff0c\u4f7f\u6a21\u62df\u4efb\u52a1\u80fd\u591f\u9ad8\u6548\u5229\u7528\u591a\u6838\u8ba1\u7b97\u8d44\u6e90\uff0c\u5e76\u652f\u6301\u5206\u5e03\u5f0f\u96c6\u7fa4\u6269\u5c55\u3002\u540c\u65f6\uff0c\u4e3a\u4e86\u964d\u4f4e\u667a\u80fd\u4f53\u95f4\u901a\u4fe1\u7684\u7cfb\u7edf\u5f00\u9500\uff0c\u56e2\u961f\u5f15\u5165\u4e86\u667a\u80fd\u4f53\u5206\u7ec4<\/span>\uff08Agent Group\uff09<\/span>\u673a\u5236\uff0c\u4f7f\u591a\u4e2a\u667a\u80fd\u4f53\u53ef\u4ee5\u5728\u5355\u4e2a\u8fdb\u7a0b\u4e2d\u8fd0\u884c\uff0c\u4ece\u800c\u51cf\u5c11\u8fdb\u7a0b\u95f4\u901a\u4fe1\u5f00\u9500\uff0c\u63d0\u9ad8\u8ba1\u7b97\u6548\u7387\u3002\u6b64\u5916\uff0c\u4e3a\u4e86\u5b9e\u73b0\u5927\u89c4\u6a21\u793e\u4f1a\u667a\u80fd\u4f53\u7684\u9ad8\u5e76\u53d1\u3001\u53ef\u9760\u6d88\u606f\u4f20\u8f93\uff0c\u56e2\u961f\u5f15\u5165\u4e86MQTT\u901a\u4fe1\u534f\u8bae\uff0c\u8be5\u534f\u8bae\u5e7f\u6cdb\u5e94\u7528\u4e8e\u7269\u8054\u7f51\u573a\u666f\uff0c\u5177\u5907\u9ad8\u541e\u5410\u91cf\u548c\u4f4e\u5ef6\u8fdf\u7684\u7279\u70b9\uff0c\u975e\u5e38\u9002\u7528\u4e8e\u5927\u89c4\u6a21\u793e\u4f1a\u6a21\u62df\u4e2d\u667a\u80fd\u4f53\u95f4\u7684\u4fe1\u606f\u4ea4\u6362\u3002<\/span><\/section>\n
    <\/section>\n
    \u5728\u7cfb\u7edf\u67b6\u6784\u4e0a\uff0c\u56e2\u961f\u91c7\u7528\u6a21\u5757\u5316\u8bbe\u8ba1\uff0c\u5305\u62ec\u5171\u4eab\u670d\u52a1\u5c42\u3001\u6a21\u62df\u4efb\u52a1\u7ba1\u7406\u5c42\u548c\u53ef\u9009\u7684GUI\u4ea4\u4e92\u5c42\u3002\u5171\u4eab\u670d\u52a1\u5c42\u5305\u62ecLLM API\u63a5\u53e3\u3001MQTT\u6d88\u606f\u670d\u52a1\u5668\u3001\u6570\u636e\u5e93\u5b58\u50a8\u548c\u6307\u6807\u7ba1\u7406\u7cfb\u7edf\uff0c\u786e\u4fdd\u6a21\u62df\u8fc7\u7a0b\u4e2d\u6570\u636e\u4f20\u8f93\u9ad8\u6548\u3001\u667a\u80fd\u4f53\u884c\u4e3a\u53ef\u8bb0\u5f55\u3001\u7ed3\u679c\u53ef\u89c6\u5316\u3002\u6a21\u62df\u4efb\u52a1\u7ba1\u7406\u5c42\u5219\u57fa\u4e8eRay\u6846\u67b6\uff0c\u63d0\u4f9b\u9ad8\u6548\u7684\u667a\u80fd\u4f53\u7ba1\u7406\u548c\u4efb\u52a1\u8c03\u5ea6\u80fd\u529b\uff0c\u4f7f\u5f97\u4e0d\u540c\u5b9e\u9a8c\u80fd\u591f\u72ec\u7acb\u6267\u884c\uff0c\u540c\u65f6\u5171\u4eab\u8ba1\u7b97\u8d44\u6e90\uff0c\u63d0\u5347\u53ef\u6269\u5c55\u6027\u548c\u590d\u7528\u6027\u3002<\/span><\/section>\n
    <\/section>\n

    \u5927\u578b\u793e\u4f1a\u6a21\u62df\u5668\u901a\u8fc7\u6570\u5b57\u5316\u548c\u865a\u62df\u5316\u7684\u65b9\u5f0f\uff0c\u4f7f\u7814\u7a76\u8005\u80fd\u591f\u5728\u65e0\u9700\u8fdb\u884c\u5b9e\u9645\u5b9e\u9a8c\u7684\u60c5\u51b5\u4e0b\uff0c\u6a21\u62df\u5e76\u89c2\u5bdf\u793e\u4f1a\u73b0\u8c61\u7684\u53d8\u5316\u8fc7\u7a0b\uff0c\u663e\u8457\u964d\u4f4e\u4e86\u7814\u7a76\u7684\u98ce\u9669\u548c\u6210\u672c\u3002\u540c\u65f6\u6a21\u62df\u5668\u80fd\u591f\u5728\u4e0d\u540c\u60c5\u5883\u4e0b\u8fdb\u884c\u591a\u7ef4\u5ea6\u7684\u6570\u636e\u91c7\u96c6\u548c\u5b9e\u9a8c\u8bbe\u8ba1\uff0c\u89e3\u51b3\u4f20\u7edf\u7814\u7a76\u56e0\u53d7\u9650\u4e8e\u65f6\u95f4\u3001\u7a7a\u95f4\u548c\u8d44\u6e90\u7b49\u56e0\u7d20\u6240\u5e26\u6765\u7684\u5c40\u9650\u3002\u56e2\u961f\u63d0\u4f9b\u53ef\u89c6\u5316\u4ea4\u4e92\u5de5\u5177\u4e0e\u793e\u4f1a\u5b66\u7814\u7a76\u5de5\u5177\u7bb1\uff0c\u652f\u6301\u5b9e\u65f6\u76d1\u6d4b\u3001\u4e3b\u52a8\u5e72\u9884\u548c\u6570\u636e\u6536\u96c6\uff0c\u52a9\u529b\u793e\u4f1a\u5b9e\u9a8c\u7814\u7a76\u3002<\/span><\/p>\n

    \u2022 \u5b9e\u65f6\u53ef\u89c6\u5316\u76d1\u6d4b\uff1a<\/span><\/strong>\u76f4\u89c2\u5c55\u793a\u793e\u4ea4\u7f51\u7edc\u3001\u7ecf\u6d4e\u6d3b\u52a8\u3001\u79fb\u52a8\u8f68\u8ff9 \u7b49\u6838\u5fc3\u53d8\u91cf\uff0c\u652f\u6301\u5b9e\u9a8c\u53c2\u6570\u8c03\u6574\uff0c\u7cbe\u51c6\u8ddf\u8e2a\u793e\u4f1a\u6f14\u5316\u8fc7\u7a0b\u3002<\/span><\/p>\n

    \u2022 \u8bbf\u8c08\uff08Interviews\uff09\uff1a<\/span><\/strong><\/span>\u7814\u7a76\u8005\u53ef\u5b9e\u65f6\u5411\u667a\u80fd\u4f53\u63d0\u95ee\uff0c\u83b7\u53d6\u57fa\u4e8e\u8bb0\u5fc6\u3001\u5f53\u524d\u72b6\u6001\u548c\u73af\u5883\u7684\u56de\u7b54\uff0c\u4e0d\u5f71\u54cd\u5176\u6b63\u5e38\u884c\u4e3a\u3002<\/span><\/p>\n

    \u2022 \u8c03\u67e5\u95ee\u5377<\/span>\uff08Surveys\uff09<\/span>\uff1a<\/span><\/strong><\/span>\u652f\u6301 \u6279\u91cf\u5206\u53d1\u7ed3\u6784\u5316\u95ee\u5377\uff0c\u667a\u80fd\u4f53\u6309\u9884\u8bbe\u89c4\u5219\u4f5c\u7b54\uff0c\u786e\u4fdd\u6570\u636e\u4e00\u81f4\u6027\uff0c\u4fbf\u4e8e\u8d8b\u52bf\u5206\u6790\u3002<\/span><\/p>\n

    \u2022 \u5e72\u9884\u5b9e\u9a8c\uff08Interventions\uff09\uff1a<\/span><\/strong><\/span>\u63d0\u4f9b\u4e09\u79cd\u884c\u4e3a\u5e72\u9884\u65b9\u5f0f\uff0c\u6d4b\u8bd5\u793e\u4f1a\u60c5\u5883\u4e0b\u7684\u4e2a\u4f53\u4e0e\u7fa4\u4f53\u54cd\u5e94\uff0c\u5305\u62ec\uff1a1\uff09\u667a\u80fd\u4f53\u914d\u7f6e\uff1a\u9884\u8bbe\u6027\u683c\u3001\u76ee\u6807\u548c\u5173\u7cfb\uff0c\u5f71\u54cd\u521d\u59cb\u884c\u4e3a\u503e\u5411\uff1b2\uff09\u8bb0\u5fc6\u64cd\u63a7\uff1a\u4fee\u6539\u60c5\u7eea\u548c\u8ba4\u77e5\uff0c\u89c2\u5bdf\u5bf9\u51b3\u7b56\u4e0e\u793e\u4ea4\u4e92\u52a8\u7684\u5f71\u54cd\u30023\uff09\u5916\u90e8\u4fe1\u606f\u5e72\u9884\uff1a\u53d1\u9001\u7279\u5b9a\u4fe1\u606f<\/span>\uff08\u5982\u707e\u5bb3\u9884\u8b66\uff09<\/span>\u6d4b\u8bd5\u5e94\u6025\u54cd\u5e94\u4e0e\u4f20\u64ad\u6a21\u5f0f\u3002<\/span><\/section>\n
    <\/section>\n
    \u793e\u4f1a\u6a21\u62df\u5668\u7684\u5e94\u7528\u4e0d\u4ec5\u9650\u4e8e\u5177\u4f53\u7684\u793e\u4f1a\u5b9e\u9a8c\uff0c\u5b83\u8fd8\u53ef\u4ee5\u4f5c\u4e3a\u793e\u4f1a\u79d1\u5b66\u7814\u7a76\u7684\u6838\u5fc3\u65b9\u6cd5\u5de5\u5177\uff0c\u8f85\u52a9\u5f00\u5c55\u524d\u671f\u7814\u7a76\u548c\u5047\u8bbe\u9a8c\u8bc1\uff0c\u8f85\u52a9\u653f\u7b56\u51b3\u7b56\u8005\u548c\u516c\u5171\u4e8b\u52a1\u53c2\u4e0e\u4e3b\u4f53\u8fdb\u884c\u667a\u80fd\u51b3\u7b56<\/strong>\u3002\u7814\u7a76\u56e2\u961f\u53ef\u4ee5\u5229\u7528\u5176\u8fdb\u884c\u521d\u6b65\u7684\u7406\u8bba\u6784\u5efa\u3001\u5b9e\u9a8c\u8bbe\u8ba1\u548c\u653f\u7b56\u6548\u679c\u8bc4\u4f30\uff0c\u4e3a\u540e\u7eed\u7684\u5b9e\u8bc1\u7814\u7a76\u63d0\u4f9b\u4f9d\u636e\u3002\u8fd9\u79cd\u5de5\u5177\u7684\u7075\u6d3b\u6027\u548c\u53ef\u6269\u5c55\u6027\u4f7f\u5f97\u7814\u7a76\u8005\u80fd\u591f\u5728\u4e0d\u540c\u7684\u793e\u4f1a\u60c5\u5883\u548c\u53d8\u91cf\u6761\u4ef6\u4e0b\uff0c\u5feb\u901f\u6d4b\u8bd5\u7406\u8bba\u5047\u8bbe\u5e76\u9a8c\u8bc1\u5176\u53ef\u884c\u6027\uff0c\u4e3a\u5b66\u672f\u7814\u7a76\u7684\u7cbe\u51c6\u6027\u548c\u5b9e\u7528\u6027\u63d0\u4f9b\u6709\u529b\u4fdd\u969c\u3002<\/span><\/section>\n
    <\/section>\n
    \u4e3a\u4e86\u8bc4\u4f30\u793e\u4f1a\u6a21\u62df\u5f15\u64ce\u7684\u6269\u5c55\u6027\u548c\u8ba1\u7b97\u6548\u7387\uff0c\u56e2\u961f\u8fdb\u884c\u4e86\u5927\u89c4\u6a21\u6d4b\u8bd5\uff0c\u6a21\u62df\u4e0d\u540c\u6570\u91cf\u7684\u667a\u80fd\u4f53\uff0c\u5e76\u6d4b\u91cf\u7cfb\u7edf\u5728\u9ad8\u5e76\u53d1\u573a\u666f\u4e0b\u7684\u8868\u73b0\u3002\u5728\u6d88\u606f\u901a\u4fe1\u7cfb\u7edf\u65b9\u9762\uff0c\u56e2\u961f\u6d4b\u8bd5\u4e86 MQTT\u3001Redis Pub\/Sub \u548c RabbitMQ\uff0c\u6bd4\u8f83\u4e86\u5b83\u4eec\u7684\u5e76\u884c\u5904\u7406\u80fd\u529b\u3001\u541e\u5410\u91cf<\/span>\uff08msg\/s\uff09<\/span>\u548c\u8f85\u52a9\u5de5\u5177\u652f\u6301\u3002\u5b9e\u9a8c\u7ed3\u679c\u663e\u793a\uff0cMQTT \u548c Redis Pub\/Sub \u6ee1\u8db3\u9ad8\u541e\u5410\u9700\u6c42\u3002<\/span><\/section>\n
    <\/section>\n
    \u8868 3 \u6d88\u606f\u7cfb\u7edf\u6027\u80fd\u8bc4\u4f30<\/span><\/section>\n

    <\/p>\n

    <\/section>\n
    \u5728\u5927\u89c4\u6a21\u667a\u80fd\u4f53\u6a21\u62df\u65b9\u9762\uff0c\u56e2\u961f\u572864 \u6838\u670d\u52a1\u5668\u4e0a\u8fd0\u884c\u5b9e\u9a8c\uff0c32 \u6838\u5206\u914d\u7ed9\u6a21\u62df\u5f15\u64ce\uff0c32 \u6838\u7528\u4e8e\u667a\u80fd\u4f53\u6267\u884c\uff0c\u5e76\u6d4b\u8bd5\u4e861,000\u548c10,000 \u667a\u80fd\u4f53\u5728\u4e0d\u540c\u8fdb\u7a0b\u6570<\/span>\uff088\u300116\u300132\uff09 <\/span>\u4e0b\u7684\u8fd0\u884c\u60c5\u51b5\u3002\u5b9e\u9a8c\u6d4b\u91cf\u4e86 \u603b\u6267\u884c\u65f6\u95f4\u3001LLM API \u54cd\u5e94\u65f6\u95f4\u3001\u6a21\u62df\u5668 API \u54cd\u5e94\u65f6\u95f4\u548c\u4ee4\u724c\u6d88\u8017\uff0c\u7ed3\u679c\u8868\u660e Ray \u5206\u5e03\u5f0f\u8ba1\u7b97\u6846\u67b6\u548c\u667a\u80fd\u4f53\u5206\u7ec4\u673a\u5236\u5927\u5e45\u63d0\u9ad8\u4e86\u6a21\u62df\u6548\u7387\uff0c\u786e\u4fdd\u7cfb\u7edf\u5728 \u9ad8\u5e76\u53d1\u8d1f\u8f7d\u4e0b\u4ecd\u80fd\u7a33\u5b9a\u8fd0\u884c\u3002<\/span><\/section>\n
    <\/section>\n
    \u8868 4 AgentSociety\u603b\u4f53\u6027\u80fd\u8bc4\u4f30\u8868<\/span><\/section>\n
    <\/section>\n
    <\/section>\n
    \u4e0a\u8868\u5c55\u793a\u4e86\u968f\u7740\u667a\u80fd\u4f53\u6570\u91cf\u589e\u52a0\uff0c\u7cfb\u7edf\u5728\u5206\u5e03\u5f0f\u8ba1\u7b97\u4e0b\u7684\u53ef\u6269\u5c55\u6027\u53ca\u6027\u80fd\u8868\u73b0\u3002\u5b9e\u9a8c\u8868\u660e\uff0c\u4ee4\u724c\u4f7f\u7528\u6a21\u5f0f<\/span>\uff08\u5305\u62ec\u8f93\u5165\u548c\u8f93\u51fa\uff09<\/span>\u4fdd\u6301\u7a33\u5b9a\uff0c\u5206\u5e03\u5f0f\u5e76\u884c\u6846\u67b6\u80fd\u591f\u6709\u6548\u652f\u6301\u5927\u89c4\u6a21\u667a\u80fd\u4f53\u7684\u6267\u884c\uff0c\u5145\u5206\u5229\u7528\u591a\u6838\u8ba1\u7b97\u80fd\u529b\uff0c\u6210\u529f\u7f13\u89e3\u4e86CPU\u74f6\u9888\uff0c\u786e\u4fdd\u4e86\u7cfb\u7edf\u7684\u53ef\u6269\u5c55\u6027\u3002\u540c\u65f6\uff0c\u5b9e\u9a8c\u7ed3\u679c\u4e5f\u8868\u660e\uff0c\u5728\u5b8c\u5168\u5e76\u884c\u7684\u6761\u4ef6\u4e0b\uff0c\u6267\u884c\u6548\u7387\u4e3b\u8981\u53d7\u9650\u4e8e\u5927\u6a21\u578bAPI\u8c03\u7528\u7684\u6027\u80fd\u3002<\/span><\/section>\n
    <\/section>\n

    <\/strong><\/span><\/section>\n

    \n
    \n
    \n
    \n
    \n
    <\/section>\n
    <\/section>\n
    \n
    <\/section>\n<\/section>\n<\/section>\n
    \n

    \u56db\u3001\u793e\u4f1a\u5b9e\u9a8c\u5178\u578b\u6848\u4f8b<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

    \n
    <\/section>\n
    <\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n

    <\/p>\n

    \u4e3a\u4e86\u5c55\u793a\u5927\u89c4\u6a21\u793e\u4f1a\u6a21\u62df\u5668\u5728\u793e\u4f1a\u79d1\u5b66\u7814\u7a76\u4e2d\u7684\u4ef7\u503c\uff0c\u56e2\u961f\u5f00\u5c55\u4e86\u4e00\u7cfb\u5217\u5178\u578b\u793e\u4f1a\u5b9e\u9a8c\uff0c\u6db5\u76d6\u5e72\u9884\u5b9e\u9a8c\u3001\u8bbf\u8c08\u548c\u8c03\u67e5\u95ee\u5377\u7b49\u65b9\u6cd5\u3002\u5b9e\u9a8c\u805a\u7126 \u89c2\u70b9\u6781\u5316\u3001\u717d\u52a8\u6027\u6d88\u606f\u4f20\u64ad\u4e0e\u6cbb\u7406\u3001UBI\u653f\u7b56\u548c\u98d3\u98ce\u51b2\u51fb\u4e0b\u7684\u793e\u4f1a\u52a8\u6001\uff0c\u6df1\u5165\u63a2\u8ba8\u4e2a\u4f53\u4e0e\u7fa4\u4f53\u884c\u4e3a\u5728\u4e0d\u540c\u793e\u4f1a\u673a\u5236\u4e0b\u7684\u6f14\u5316\u89c4\u5f8b\u3002<\/span><\/section>\n
    <\/section>\n
    4.1 \u89c2\u70b9\u6781\u5316\u793e\u4f1a\u4f20\u64ad\u73b0\u8c61\u6a21\u62df<\/span><\/strong><\/span><\/section>\n

    <\/span><\/section>\n
    \u89c2\u70b9\u6781\u5316\u6307\u793e\u4f1a\u7fa4\u4f53\u5185\u90e8\u7684\u89c2\u70b9\u9010\u6e10\u5206\u5316\uff0c\u5f62\u6210\u96be\u4ee5\u8c03\u548c\u7684\u5bf9\u7acb\u9635\u8425\u3002\u672c\u5b9e\u9a8c\u4ee5\u67aa\u652f\u7ba1\u63a7\u653f\u7b56\u4e3a\u8bae\u9898\uff0c\u6a21\u62df\u793e\u4f1a\u667a\u80fd\u4f53\u7684\u89c2\u70b9\u6f14\u5316\u8fc7\u7a0b\u3002\u5b9e\u9a8c\u8bbe\u8ba1\u5305\u542b\u5bf9\u7167\u7ec4\u548c\u4e24\u4e2a\u5e72\u9884\u7ec4\uff1a\u5728\u5bf9\u7167\u7ec4\u4e2d\uff0c\u667a\u80fd\u4f53\u901a\u8fc7\u76f8\u4e92\u8ba8\u8bba\u66f4\u65b0\u89c2\u70b9\uff0c\u6ca1\u6709\u5916\u90e8\u5e72\u9884\uff0c\u89c2\u70b9\u7684\u6f14\u5316\u5b8c\u5168\u4f9d\u8d56\u4e8e\u667a\u80fd\u4f53\u4e4b\u95f4\u7684\u81ea\u4e3b\u793e\u4ea4\u4ea4\u4e92\uff1b\u5728\u540c\u8d28\u4fe1\u606f\u7ec4\u4e2d\uff0c\u667a\u80fd\u4f53\u4ec5\u63a5\u6536\u5230\u4e0e\u5176\u7acb\u573a\u76f8\u540c\u7684\u4fe1\u606f\uff0c\u4ece\u800c\u6a21\u62df\u4fe1\u606f\u8327\u623f\u6548\u5e94\uff1b\u5728\u5bf9\u7acb\u4fe1\u606f\u7ec4\u4e2d\uff0c\u667a\u80fd\u4f53\u4ec5\u63a5\u6536\u4e0e\u5176\u7acb\u573a\u76f8\u53cd\u7684\u4fe1\u606f\uff0c\u65e8\u5728\u6d4b\u8bd5\u4e0d\u540c\u89c2\u70b9\u7684\u5f71\u54cd\u3002\u901a\u8fc7\u8fd9\u79cd\u5b9e\u9a8c\u8bbe\u8ba1\uff0c\u7814\u7a76\u4eba\u5458\u4ec5\u9700\u8981\u4e66\u5199\u7b80\u5355\u5b9e\u9a8c\u914d\u7f6e\u6587\u4ef6\uff0c\u5373\u53ef\u5728\u6a21\u62df\u5668\u4e2d\u5f00\u5c55\u8be5\u5b9e\u9a8c\uff0c<\/span><\/section>\n

    <\/span><\/section>\n

    <\/p>\n

    \u56fe 6 \u89c2\u70b9\u6781\u5316\u5b9e\u9a8c\u914d\u7f6e\u6a21\u677f<\/span><\/section>\n
    <\/section>\n

    <\/p>\n

    \u56fe 7 \u63a5\u89e6\u4e0d\u540c\u4fe1\u606f\u6761\u4ef6\u4e0b\u89c2\u70b9\u6781\u5316\u7a0b\u5ea6\u7684\u5bf9\u6bd4<\/span><\/section>\n
    <\/section>\n
    \u5982\u4e0a\u56fe\u6240\u793a\uff0c\u9488\u5bf9\u67aa\u652f\u7ba1\u63a7\u8fd9\u4e00\u653f\u6cbb\u8bae\u9898\uff0c\u4e09\u79cd\u5b9e\u9a8c\u8bbe\u7f6e\u4e0b\u7684\u89c2\u70b9\u53d8\u5316\u5448\u73b0\u51fa\u660e\u663e\u7684\u5dee\u5f02\u3002\u5728\u5bf9\u7167\u7ec4\u4e2d\uff0c\u667a\u80fd\u4f53\u4e4b\u95f4\u8fdb\u884c\u81ea\u7531\u8ba8\u8bba\uff0c\u6ca1\u6709\u5916\u90e8\u5e72\u9884\uff0c\u7ed3\u679c\u663e\u793a39%\u7684\u667a\u80fd\u4f53\u5728\u4e92\u52a8\u540e\u53d8\u5f97\u66f4\u52a0\u6781\u5316\uff0c\u800c33%\u7684\u667a\u80fd\u4f53\u5219\u503e\u5411\u4e8e\u6301\u66f4\u52a0\u6e29\u548c\u7684\u89c2\u70b9\u3002\u4e0e\u6b64\u76f8\u6bd4\uff0c\u5728\u540c\u8d28\u4fe1\u606f\u7ec4\u4e2d\uff0c\u89c2\u70b9\u6781\u5316\u73b0\u8c61\u66f4\u52a0\u663e\u8457\uff0c52%\u7684\u667a\u80fd\u4f53\u7684\u89c2\u70b9\u53d8\u5f97\u66f4\u52a0\u6781\u7aef\u3002\u8fd9\u8868\u660e\uff0c\u4e0e\u5fd7\u540c\u9053\u5408\u7684\u4e2a\u4f53\u8fc7\u5ea6\u4e92\u52a8\u53ef\u80fd\u4f1a\u52a0\u5267\u89c2\u70b9\u7684\u6781\u5316\uff0c\u5373\u771f\u5b9e\u4e16\u754c\u4e2d\u5e38\u89c1\u7684\u201c\u56de\u97f3\u5ba4\u6548\u5e94\u201d\u3002\u800c\u5728\u5bf9\u7acb\u4fe1\u606f\u7ec4\u4e2d\uff0c89%\u7684\u667a\u80fd\u4f53\u7684\u89c2\u70b9\u53d8\u5f97\u66f4\u52a0\u6e29\u548c\uff0c11%\u7684\u667a\u80fd\u4f53\u751a\u81f3\u88ab\u8bf4\u670d\u63a5\u53d7\u4e86\u5bf9\u7acb\u7684\u89c2\u70b9\u3002\u8fd9\u8868\u660e\uff0c\u63a5\u89e6\u5230\u4e0d\u540c\u610f\u89c1\u7684\u5185\u5bb9\u80fd\u591f\u6709\u6548\u7f13\u89e3\u89c2\u70b9\u6781\u5316\uff0c\u6216\u53ef\u6210\u4e3a\u5e94\u5bf9\u6781\u5316\u73b0\u8c61\u7684\u4e00\u79cd\u6709\u6548\u7b56\u7565\u3002<\/span><\/section>\n
    <\/section>\n
    4.2 \u717d\u52a8\u6027\u6d88\u606f\u7684\u4f20\u64ad\u6a21\u62df\u4e0e\u667a\u80fd\u6cbb\u7406<\/span><\/strong><\/span><\/section>\n
    <\/section>\n
    \u717d\u52a8\u6027\u6d88\u606f\u6307\u5305\u542b\u6781\u7aef\u89c2\u70b9\u6216\u8bef\u5bfc\u6027\u4fe1\u606f\u7684\u5185\u5bb9\uff0c\u8fd9\u7c7b\u4fe1\u606f\u5728\u793e\u4ea4\u7f51\u7edc\u4e2d\u7684\u5feb\u901f\u4f20\u64ad\u53ef\u80fd\u52a0\u5267\u7fa4\u4f53\u51b2\u7a81\uff0c\u5f71\u54cd\u516c\u5171\u8ba8\u8bba\u73af\u5883\u3002\u672c\u5b9e\u9a8c\u6a21\u62df \u717d\u52a8\u6027\u4fe1\u606f\u5728\u793e\u4ea4\u7f51\u7edc\u4e2d\u7684\u4f20\u64ad\uff0c\u5e76\u6d4b\u8bd5\u4e0d\u540c\u7684\u5185\u5bb9\u6cbb\u7406\u7b56\u7565\u5bf9\u5176\u6269\u6563\u6a21\u5f0f\u548c\u7fa4\u4f53\u60c5\u7eea\u7684\u5f71\u54cd\u3002\u5b9e\u9a8c\u5305\u62ec\u5bf9\u7167\u7ec4\u548c\u717d\u52a8\u6027\u4fe1\u606f\u7ec4\uff1a\u5728\u5bf9\u7167\u7ec4\u4e2d\uff0c\u667a\u80fd\u4f53\u4ec5\u4f20\u64ad\u666e\u901a\u4fe1\u606f\uff0c\u56e2\u961f\u89c2\u5bdf\u5176\u81ea\u7136\u6269\u6563\u8fc7\u7a0b\u53ca\u60c5\u7eea\u6f14\u5316\u3002\u5728\u717d\u52a8\u6027\u4fe1\u606f\u7ec4\uff0c\u56e2\u961f\u5f15\u5165\u5e26\u6709\u5f3a\u70c8\u60c5\u7eea\u8868\u8fbe\u7684\u717d\u52a8\u6027\u5185\u5bb9\uff0c\u5206\u6790\u5176\u5bf9\u4fe1\u606f\u4f20\u64ad\u901f\u5ea6\u548c\u7fa4\u4f53\u60c5\u7eea\u7684\u5f71\u54cd\u3002\u9488\u5bf9\u717d\u52a8\u6027\u4fe1\u606f\u4f20\u64ad\u7684\u6cbb\u7406\uff0c\u56e2\u961f\u8bbe\u8ba1\u4e86\u8282\u70b9\u5e72\u9884\u548c\u8fb9\u5e72\u9884 \u4e24\u79cd\u7b56\u7565\uff0c\u5176\u4e2d\u8282\u70b9\u5e72\u9884 \u901a\u8fc7\u68c0\u6d4b\u5e76\u5c01\u7981\u53cd\u590d\u4f20\u64ad\u717d\u52a8\u6027\u5185\u5bb9\u7684\u8d26\u6237\u3001\u4ee5\u51cf\u5c11\u4fe1\u606f\u6e90\u5934\uff0c\u8fb9\u5e72\u9884\u5219\u5728\u53d1\u73b0\u717d\u52a8\u6027\u5185\u5bb9\u4f20\u64ad\u65f6\u5207\u65ad\u793e\u4ea4\u8fde\u63a5\uff0c\u4ee5\u904f\u5236\u5176\u6269\u6563\u3002\u5b9e\u9a8c\u8fd8\u901a\u8fc7\u4e0e\u667a\u80fd\u4f53\u7684\u4ea4\u4e92\u5f0f\u8bbf\u8c08\u63a2\u7a76\u4e2a\u4f53\u5728\u5206\u4eab\u717d\u52a8\u6027\u6d88\u606f\u65f6\u7684\u5fc3\u7406\u52a8\u56e0\u3002\u5728\u6a21\u62df\u5668\u4e2d\u5f00\u5c55\u8be5\u5b9e\u9a8c\u7684\u914d\u7f6e\u5982\u4e0b\uff0c<\/span><\/section>\n
    <\/section>\n

    <\/p>\n

    \u56fe 8 \u717d\u52a8\u6027\u6d88\u606f\u5b9e\u9a8c\u914d\u7f6e\u6a21\u677f<\/span><\/section>\n
    <\/section>\n

    <\/p>\n

    \u56fe 9 \u717d\u52a8\u6027\u6d88\u606f\u7684\u4f20\u64ad\u4e0e\u6cbb\u7406\u7b56\u7565<\/span><\/section>\n
    <\/section>\n
    \u5b9e\u9a8c\u7ed3\u679c\u663e\u793a\uff0c\u717d\u52a8\u6027\u6d88\u606f\u5728\u793e\u4ea4\u7f51\u7edc\u4e2d\u5177\u6709\u66f4\u5f3a\u7684\u4f20\u64ad\u6f5c\u529b\u548c\u66f4\u9ad8\u7684\u60c5\u7eea\u53cd\u5e94\u3002\u8282\u70b9\u5e72\u9884\uff0c\u5373\u6682\u505c\u9891\u7e41\u4f20\u64ad\u717d\u52a8\u6027\u5185\u5bb9\u7684\u8d26\u6237\uff0c\u6bd4\u8fb9\u5e72\u9884\u66f4\u6709\u6548\uff0c\u80fd\u591f\u66f4\u597d\u5730\u63a7\u5236\u717d\u52a8\u6027\u6d88\u606f\u7684\u6269\u6563\u3002\u60c5\u7eea\u5f3a\u5ea6\u5206\u6790\u7684\u7ed3\u679c\u8868\u660e\uff0c\u717d\u52a8\u6027\u6d88\u606f\u663e\u8457\u653e\u5927\u4e86\u7f51\u7edc\u4e2d\u7684\u60c5\u7eea\u5f3a\u5ea6\uff0c\u800c\u8282\u70b9\u5e72\u9884\u5728\u8c03\u8282\u60c5\u7eea\u53cd\u5e94\u65b9\u9762\u8868\u73b0\u5c24\u4e3a\u7a81\u51fa\u3002\u8fdb\u4e00\u6b65\uff0c\u8bbf\u8c08\u7ed3\u679c\u63ed\u793a\uff0c\u5f3a\u70c8\u7684\u60c5\u7eea\u53cd\u5e94\u548c\u793e\u4f1a\u8d23\u4efb\u611f\u662f\u63a8\u52a8\u717d\u52a8\u6027\u4fe1\u606f\u5206\u4eab\u7684\u4e3b\u8981\u9a71\u52a8\u56e0\u7d20\uff0c\u7528\u6237\u5e38\u56e0\u540c\u60c5\u6216\u62c5\u5fe7\u800c\u5206\u4eab\u4fe1\u606f\uff0c\u5e0c\u671b\u5f15\u8d77\u516c\u4f17\u5173\u6ce8\u6216\u63a8\u52a8\u793e\u4f1a\u53cd\u5e94\u3002\u603b\u4f53\u6765\u770b\uff0c\u717d\u52a8\u6027\u4fe1\u606f\u5177\u6709\u66f4\u5f3a\u7684\u4f20\u64ad\u6027\u548c\u60c5\u7eea\u5f15\u5bfc\u529b\uff0c\u4e0e\u771f\u5b9e\u4eba\u7c7b\u793e\u4f1a\u4e2d\u7684\u89c2\u6d4b\u7ed3\u679c\u9ad8\u5ea6\u4e00\u81f4\u3002\u540c\u65f6\uff0c\u8282\u70b9\u5e72\u9884\u5728\u4fe1\u606f\u63a7\u5236\u548c\u60c5\u7eea\u8c03\u8282\u65b9\u9762\u66f4\u4e3a\u6709\u6548\uff0c\u4e3a\u4f18\u5316\u793e\u4ea4\u7f51\u7edc\u5185\u5bb9\u7ba1\u7406\u7b56\u7565\u63d0\u4f9b\u4e86\u6709\u529b\u652f\u6301\u3002<\/span><\/section>\n
    <\/section>\n
    4.3 \u5168\u6c11\u57fa\u672c\u6536\u5165\uff08Universal Basic Income\uff0cUBI\uff09\u653f\u7b56\u63a8\u6f14<\/span><\/strong><\/span><\/section>\n
    <\/section>\n
    UBI \u65e8\u5728\u7f13\u89e3\u8d2b\u56f0\u3001\u4fc3\u8fdb\u7ecf\u6d4e\u7a33\u5b9a\u548c\u63d0\u5347\u793e\u4f1a\u798f\u7949\uff0c\u5c3d\u7ba1\u5176\u9ad8\u6602\u6210\u672c\u548c\u7ecf\u6d4e\u5f71\u54cd\u5b58\u5728\u4e89\u8bae\uff0c\u4f46\u4f5c\u4e3a \u6539\u5584\u6536\u5165\u5206\u914d\u548c\u589e\u5f3a\u793e\u4f1a\u4fdd\u969c\u7684\u653f\u7b56\u5de5\u5177\uff0c\u5df2\u6210\u4e3a\u7814\u7a76\u7126\u70b9\u3002\u672c\u5b9e\u9a8c\u901a\u8fc7\u6a21\u62dfUBI \u653f\u7b56\u7684\u5e72\u9884\u6548\u679c\uff0c\u63a2\u8ba8\u5176\u5bf9\u4e2a\u4f53\u7ecf\u6d4e\u884c\u4e3a\u548c\u5b8f\u89c2\u7ecf\u6d4e\u73af\u5883\u7684\u5f71\u54cd\u3002\u5b9e\u9a8c\u5305\u62ec\u5bf9\u7167\u7ec4\u548cUBI\u5e72\u9884\u7ec4\u3002\u5bf9\u7167\u7ec4\u4e2d\uff0c\u667a\u80fd\u4f53\u5728\u65e0 UBI \u653f\u7b56\u7684\u6761\u4ef6\u4e0b\u8fdb\u884c\u7ecf\u6d4e\u6d3b\u52a8\uff1b\u5e72\u9884\u7ec4\u5219\u6a21\u62df\u5b9e\u65bd UBI\uff0c\u6bcf\u540d\u667a\u80fd\u4f53\u6bcf\u6708\u83b7\u5f97 $1,000\u7684\u65e0\u6761\u4ef6\u6536\u5165\uff0c\u4ee5\u89c2\u5bdf\u5176\u6d88\u8d39\u3001\u50a8\u84c4\u3001\u5c31\u4e1a\u9009\u62e9\u7b49\u884c\u4e3a\u53d8\u5316\u3002\u5b9e\u9a8c\u57fa\u4e8e UBI \u8bd5\u70b9\u5730\u533a<\/span>\uff08\u5982\u7f8e\u56fd\u5fb7\u514b\u8428\u65af\u5dde\uff09<\/span>\u7684\u4eba\u53e3\u5206\u5e03\u6570\u636e\uff0c\u5e76\u901a\u8fc7\u5bf9\u6bd4\u4e24\u7ec4\u6a21\u62df\u7684 \u7ecf\u6d4e\u548c\u793e\u4f1a\u6307\u6807\uff0c\u8bc4\u4f30 UBI \u5bf9\u4e2a\u4f53\u548c\u6574\u4f53\u7ecf\u6d4e\u7684\u5f71\u54cd\uff0c\u5206\u6790\u5176\u662f\u5426\u4e0e\u73b0\u5b9e UBI \u793e\u4f1a\u5b9e\u9a8c\u7684\u7ed3\u679c\u76f8\u7b26\u3002<\/span><\/section>\n
    <\/section>\n

    <\/p>\n

    <\/span><\/section>\n
    \u56fe 10 UBI\u653f\u7b56\u6548\u679c\u4e0e\u516c\u4f17\u610f\u89c1<\/span><\/section>\n
    <\/section>\n
    \u5b9e\u9a8c\u7ed3\u679c\u663e\u793a\uff0c\u6a21\u62df\u4e2d\u7684\u7ecf\u6d4e\u7cfb\u7edf\u968f\u7740\u65f6\u95f4\u63a8\u79fb\u9010\u6e10\u7a33\u5b9a\uff0c\u5b9e\u9645GDP\u548c\u667a\u80fd\u4f53\u6d88\u8d39\u6c34\u5e73\u7684\u6ce2\u52a8\u9010\u6e10\u7f29\u5c0f\u3002\u56e2\u961f\u5728\u7b2c96\u6b65\u5f15\u5165\u4e86UBI\u653f\u7b56\uff0c\u5e76\u6bd4\u8f83\u4e86\u63a5\u4e0b\u676524\u6b65\u5185\u7684\u7ecf\u6d4e\u548c\u793e\u4f1a\u6307\u6807\uff0c\u5177\u4f53\u5305\u62ec\u667a\u80fd\u4f53\u6d88\u8d39\u6c34\u5e73\u548c\u6291\u90c1\u6c34\u5e73<\/span>\uff08\u4f7f\u7528CES-D\u91cf\u8868\u8fdb\u884c\u8c03\u67e5\u95ee\u5377\u8bc4\u4f30\uff09<\/span>\u3002\u7ed3\u679c\u8868\u660e\uff0cUBI\u653f\u7b56\u663e\u8457\u63d0\u9ad8\u4e86\u6d88\u8d39\u6c34\u5e73\u5e76\u964d\u4f4e\u4e86\u6291\u90c1\u6c34\u5e73\uff0c\u8fd9\u4e0e\u5fb7\u5ddeUBI\u653f\u7b56\u7684\u5f71\u54cd\u76f8\u4f3c\uff0c\u9a8c\u8bc1\u4e86\u6a21\u62df\u7684\u73b0\u5b9e\u6027\u3002\u6b64\u5916\uff0c\u901a\u8fc7\u5bf9\u667a\u80fd\u4f53\u7684\u8bbf\u8c08\uff0c\u5206\u6790\u4e86\u5b83\u4eec\u5bf9UBI\u653f\u7b56\u7684\u770b\u6cd5\u3002\u8bbf\u8c08\u7ed3\u679c\u663e\u793a\uff0cUBI\u653f\u7b56\u7684\u5f71\u54cd\u4e0e\u5229\u7387\u3001\u957f\u671f\u798f\u5229\u3001\u50a8\u84c4\u548c\u751f\u6d3b\u5fc5\u9700\u54c1\u7b49\u5173\u952e\u56e0\u7d20\u5bc6\u5207\u76f8\u5173\uff0c\u53cd\u6620\u4e86\u73b0\u5b9e\u4e2d\u516c\u4f17\u5bf9UBI\u653f\u7b56\u7684\u666e\u904d\u8ba4\u77e5\u3002\u8fd9\u4e9b\u7ed3\u679c\u4e00\u65b9\u9762\u652f\u6301\u4e86UBI\u653f\u7b56\u5728\u63d0\u9ad8\u6d88\u8d39\u548c\u6539\u5584\u5fc3\u7406\u5065\u5eb7\u65b9\u9762\u7684\u6548\u679c\uff0c\u53e6\u4e00\u65b9\u9762\u4e5f\u8bc1\u660e\u4e86\u6a21\u62df\u5668\u4f5c\u4e3a\u4f4e\u6210\u672c\u5b9e\u9a8c\u573a\u5730\u9a8c\u8bc1\u653f\u7b56\u7684\u6709\u6548\u6027\u3002<\/span><\/section>\n
    <\/section>\n
    4.4 \u98d3\u98ce\u51b2\u51fb\u4e0b\u7684\u793e\u4f1a\u52a8\u6001\u6a21\u62df\u63a8\u6f14<\/span><\/strong><\/span><\/section>\n
    <\/section>\n
    \u98d3\u98ce\u7b49\u6781\u7aef\u81ea\u7136\u707e\u5bb3\u5bf9\u793e\u4f1a\u7ed3\u6784\u548c\u4e2a\u4f53\u884c\u4e3a\u4ea7\u751f\u6df1\u8fdc\u5f71\u54cd\uff0c\u7406\u89e3\u6b64\u7c7b\u4e8b\u4ef6\u5bf9\u4eba\u53e3\u6d41\u52a8\u3001\u57fa\u7840\u8bbe\u65bd\u548c\u793e\u4f1a\u7a33\u5b9a\u7684\u51b2\u51fb\u5bf9\u4e8e\u4f18\u5316\u5e94\u6025\u54cd\u5e94\u548c\u964d\u4f4e\u707e\u5bb3\u98ce\u9669\u81f3\u5173\u91cd\u8981\u3002\u672c\u5b9e\u9a8c\u6a21\u62df\u98d3\u98ce\u6765\u88ad\u671f\u95f4\u7684\u793e\u4f1a\u52a8\u6001\uff0c\u5206\u6790\u4e2a\u4f53\u5728\u707e\u5bb3\u73af\u5883\u4e0b\u7684\u884c\u4e3a\u6a21\u5f0f\u3002\u5b9e\u9a8c\u57fa\u4e8e 2019 \u5e74\u98d3\u98ce\u591a\u91cc\u5b89<\/span>\uff08Hurricane Dorian\uff09 <\/span>\u5bf9\u7f8e\u56fd\u4e1c\u5357\u90e8\u7684\u5f71\u54cd\uff0c\u9009\u53d6\u5357\u5361\u7f57\u6765\u7eb3\u5dde\u54e5\u4f26\u6bd4\u4e9a\u5e02\u4f5c\u4e3a\u6848\u4f8b\u7814\u7a76\u3002\u6570\u636e\u6765\u6e90\u5305\u62ec SafeGraph \u79fb\u52a8\u6570\u636e<\/span>\uff08\u8bb0\u5f55\u57ce\u5e02\u5185\u4eba\u7fa4\u6d41\u52a8\u6a21\u5f0f\uff09<\/span>\u548c Census Block Group<\/span>\uff08CBG\uff09<\/span>\u6570\u636e<\/span>\uff08\u63d0\u4f9b\u4eba\u53e3\u7edf\u8ba1\u7279\u5f81\uff09<\/span>\uff0c\u7528\u4e8e\u6784\u5efa 1,000 \u540d\u793e\u4f1a\u667a\u80fd\u4f53\uff0c\u6a21\u62df\u5176\u5728\u98d3\u98ce\u671f\u95f4\u7684\u884c\u4e3a\u53d8\u5316\u3002<\/span><\/section>\n

    <\/span><\/section>\n
    \u5b9e\u9a8c\u7ed3\u679c\u663e\u793a\uff0c\u6a21\u62df\u667a\u80fd\u4f53\u5728\u98d3\u98ce\u4e8b\u4ef6\u4e2d\u7684\u79fb\u52a8\u6a21\u5f0f\u4e0e\u771f\u5b9e\u6570\u636e\u9ad8\u5ea6\u4e00\u81f4\uff0c\u6d3b\u52a8\u6c34\u5e73\u968f\u98d3\u98ce\u6765\u4e34\u5927\u5e45\u4e0b\u964d\uff0c\u5e76\u5728\u707e\u540e\u9010\u6b65\u6062\u590d\uff0c\u7b26\u5408\u5b9e\u9645\u4eba\u7fa4\u51fa\u884c\u8d8b\u52bf\u3002\u6a21\u62df\u6570\u636e\u4e0e\u771f\u5b9e\u4eba\u53e3\u6d41\u52a8\u7684\u65f6\u95f4\u6f14\u5316\u76f8\u4f3c\uff0c\u9a8c\u8bc1\u4e86\u6a21\u62df\u5668\u5728\u590d\u73b0\u6781\u7aef\u5929\u6c14\u4e0b\u4eba\u7c7b\u884c\u4e3a\u7684\u6709\u6548\u6027\uff0c\u4e3a\u4f18\u5316\u707e\u5bb3\u5e94\u5bf9\u7b56\u7565\u63d0\u4f9b\u652f\u6301\u3002<\/span><\/section>\n
    <\/section>\n

    <\/p>\n

    \u56fe 11 \u98d3\u98ce\u51b2\u51fb\u5b9e\u9a8c\u914d\u7f6e\u6a21\u677f<\/span><\/section>\n
    <\/section>\n

    <\/p>\n

    <\/p>\n

    \u56fe 12 \u98d3\u98ce\u51b2\u51fb\u4e0b\u4eba\u6d41\u79fb\u52a8\u5f3a\u5ea6\u53d8\u5316<\/span><\/section>\n
    <\/section>\n
    <\/section>\n

    \n
    \n
    \n
    \n
    \n
    <\/section>\n
    <\/section>\n
    \n
    <\/section>\n<\/section>\n<\/section>\n
    \n

    \u4e94\u3001\u672a\u6765\u5c55\u671b<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

    \n
    <\/section>\n
    <\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n

    <\/p>\n

    \u9762\u5411\u672a\u6765\u667a\u80fd\u793e\u4f1a\u6cbb\u7406\u63a2\u7d22\uff0cAgentSociety \u5c06\u6210\u4e3a\u4eba\u673a\u5171\u751f\u3001\u6cbb\u7406\u521b\u65b0\u3001\u540e\u7a00\u7f3a\u7ecf\u6d4e\u6a21\u5f0f\u7684\u8bd5\u9a8c\u573a\uff0c\u6d4b\u8bd5 AI \u8bae\u5458\u53c2\u4e0e\u7acb\u6cd5\u5bf9\u6c11\u4e3b\u51b3\u7b56\u7684\u5f71\u54cd\uff0c\u6a21\u62dfUBI\u4e0e\u673a\u5668\u4eba\u7a0e\u7ec4\u5408\u653f\u7b56\uff0c\u751a\u81f3\u5728\u6570\u5b57\u73af\u5883\u63a8\u6f14 AI \u65f6\u4ee3\u7684\u6cd5\u5f8b\u4e0e\u4f26\u7406\u6846\u67b6\uff0c\u63a2\u8ba8\u79d1\u6280\u4e0e\u793e\u4f1a\u7684\u5171\u5b58\u6a21\u5f0f\u3002\u56e2\u961f\u6240\u63d0\u51fa\u7684AgentSociety \u662f\u4e00\u4e2a\u57fa\u4e8e\u5927\u8bed\u8a00\u667a\u80fd\u4f53\u7684\u5927\u578b\u793e\u4f1a\u6a21\u62df\u5668\uff0c\u6b63\u5728\u4ece \u201c\u9884\u6d4b\u4e0e\u89e3\u91ca\u5de5\u5177\u201d \u9010\u6e10\u8fdb\u5316\u4e3a \u201c\u667a\u80fd\u793e\u4f1a\u6cbb\u7406\u5b9e\u9a8c\u5ba4\u201d\u3002\u5176\u6838\u5fc3\u4ef7\u503c\u4e0d\u4ec5\u5728\u4e8e\u5206\u6790\u793e\u4f1a\u73b0\u8c61\uff0c\u66f4\u5728\u4e8e\u6784\u5efa\u4e00\u4e2a\u5b9e\u9a8c\u5e73\u53f0\uff0c\u7528\u4e8e\u653f\u7b56\u6c99\u76d2\u6d4b\u8bd5\u3001\u5371\u673a\u9884\u8b66\u548c\u672a\u6765\u793e\u4f1a\u5f62\u6001\u63a2\u7d22\uff0c\u52a9\u529b\u793e\u4f1a\u6cbb\u7406\u4e0e\u6587\u660e\u6f14\u5316\u3002<\/span><\/section>\n
    <\/section>\n

    <\/p>\n

    \u56fe 13 AgentSociety\u672a\u6765\u5c55\u671b<\/span><\/section>\n
    <\/section>\n
    <\/section>\n

    \n
    \n
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    \n
    \n
    <\/section>\n
    <\/section>\n
    \n
    <\/section>\n<\/section>\n<\/section>\n
    \n

    \u516d\u3001\u5e73\u53f0\u4f7f\u7528\u65b9\u6cd5<\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

    \n
    <\/section>\n
    <\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/h3>\n

    <\/p>\n

     AgentSociety\u540c\u65f6\u63d0\u4f9b\u5728\u7ebf\u4f7f\u7528\u548c\u79bb\u7ebf\u8fd0\u884c\u4e24\u79cd\u667a\u80fd\u4f53\u90e8\u7f72\u65b9\u5f0f\uff0c\u6b22\u8fce\u667a\u80fd\u793e\u4f1a\u6cbb\u7406\u540c\u4ec1\u548c\u793e\u4f1a\u79d1\u5b66\u7814\u7a76\u4eba\u5458\u5173\u6ce8\u4f7f\u7528\u3002<\/span><\/section>\n

    <\/strong><\/span><\/section>\n
    1. \u5728\u7ebf\u4f53\u9a8c<\/strong><\/span><\/section>\n

    <\/span><\/section>\n
    \u76ee\u524d\u5e73\u53f0\u6b63\u5904\u4e8e\u5185\u6d4b\u9636\u6bb5<\/span>\uff08\u8be6\u89c1https:\/\/agentsociety.readthedocs.io\/en\/latest\/\uff0chttps:\/\/agentsociety.fiblab.net\/exp\/1a4c4fa5-04c1-4973-9433-b8b696f2fda0\uff09<\/span>\u3002<\/span><\/section>\n
    \u7814\u53d1\u56e2\u961f\u8bda\u631a\u6b22\u8fce\u6765\u81ea\u793e\u4f1a\u79d1\u5b66\u3001\u5927\u6a21\u578b\u3001\u667a\u80fd\u4f53\u7b49\u5404\u4e2a\u9886\u57df\u7684\u5b66\u8005\u5c1d\u8bd5\u5e73\u53f0\u5e76\u63d0\u51fa\u5b9d\u8d35\u5efa\u8bae\u548c\u610f\u89c1\u3002\u5e73\u53f0\u63d0\u4f9b\u6613\u7528\u7684\u5728\u7ebf\u5b9e\u9a8c\u73af\u5883\uff0c\u5305\u62ec\u667a\u80fd\u4f53\u3001\u57ce\u5e02\u793e\u4f1a\u73af\u5883\u3001\u793e\u4f1a\u79d1\u5b66\u7814\u7a76\u5de5\u5177\u7bb1\u3001\u5b8c\u5584\u7684\u624b\u518c\u6587\u6863\u4e0e\u5b9e\u9a8c\u6848\u4f8b\u4ee5\u53ca\u5728\u7ebf\u6307\u5bfc\u3002\u540e\u7eed\u5185\u90e8\u8bc4\u6d4b\u540e\uff0c\u5c06\u63d0\u4f9b\u5728\u7ebf\u4f7f\u7528\u6a21\u5f0f\u3002<\/span><\/section>\n

    <\/span><\/section>\n
    \u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u90ae\u7bb1agentsociety.fiblab2025@gmail.com\u63d0\u4ea4\u7814\u7a76\u63d0\u6848\u3002<\/span><\/section>\n
    \u7ecf\u8fc7\u56e2\u961f\u5ba1\u6838\u548c\u8ba8\u8bba\u540e\uff0c\u56e2\u961f\u5c06\u901a\u8fc7\u90ae\u4ef6\u53d1\u9001\u5185\u6d4b\u8d26\u53f7\uff0c\u534f\u52a9\u60a8\u987a\u5229\u5b8c\u6210\u5b9e\u9a8c\u3002\u671f\u5f85\u4e0e\u5927\u5bb6\u5171\u540c\u63a2\u7d22\u548c\u63a8\u52a8\u793e\u4f1a\u79d1\u5b66\u7814\u7a76\u7684\u524d\u6cbf\u53d1\u5c55\uff01<\/span><\/section>\n

    <\/span><\/section>\n
    2. \u79bb\u7ebf\u8fd0\u884c<\/strong><\/span><\/section>\n

    <\/span><\/section>\n
    \u7528\u6237\u53ef\u4ee5\u5728\u5b98\u65b9\u7f51\u7ad9https:\/\/agentsociety.readthedocs.io\/en\/latest\/<\/span><\/section>\n
    \u4e0b\u8f7d\u79bb\u7ebf\u7248\u672c\uff0c\u5728\u672c\u5730\u90e8\u7f72\u540e\u8fdb\u884c\u667a\u80fd\u4f53\u7684\u914d\u7f6e\u548c\u5b9e\u9a8c\uff0c\u5e73\u53f0\u63d0\u4f9b\u9002\u7528\u4e8eLinux\u3001MacOS Arm\u7b49\u4e0d\u540c\u7c7b\u578b\u64cd\u4f5c\u7cfb\u7edf\u7684\u76f8\u5e94\u7248\u672c\uff0c\u65b9\u4fbf\u6a21\u62df\u73af\u5883\u7684\u5feb\u901f\u90e8\u7f72\u548c\u6d4b\u8bd5\u3002<\/span><\/section>\n

    <\/p>\n

    <\/p>\n

    \n
    \n
    \n
    \n

    \u5927\u8bed\u8a00\u6a21\u578b\u4e0e\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u8bfb\u4e66\u4f1a<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

    <\/p>\n

    \u96c6\u667a\u4ff1\u4e50\u90e8\u8054\u5408\u897f\u6e56\u5927\u5b66\u5de5\u5b66\u9662\u7279\u8058\u7814\u7a76\u5458\u8d75\u4e16\u94b0\u3001\u6d59\u6c5f\u5927\u5b66\u6559\u6388\u4efb\u6c81\u6e90\u3001\u9e4f\u57ce\u5b9e\u9a8c\u5ba4\u9ad8\u7ea7\u5de5\u7a0b\u5e08\u5d14\u91d1\u5f3a\uff0c\u5171\u540c\u53d1\u8d77\u300c\u5927\u8bed\u8a00\u6a21\u578b\u4e0e\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u300d\u8bfb\u4e66\u4f1a<\/a>\uff0c\u63a2\u7a76\u5927\u8bed\u8a00\u6a21\u578b\u7ed9\u673a\u5668\u4eba\u9886\u57df\u5e26\u6765\u7684\u65b0\u601d\u60f3\u65b0\u4ef7\u503c\u3002\u8bfb\u4e66\u4f1a\u5df2\u5b8c\u7ed3\uff0c\u73b0\u5728\u62a5\u540d\u53ef\u52a0\u5165\u793e\u7fa4\u5e76\u89e3\u9501\u56de\u653e\u89c6\u9891\u6743\u9650\u3002<\/span><\/span><\/section>\n

    <\/span><\/section>\n
    \"\u56fe\u7247\"<\/span><\/a><\/span><\/strong><\/span><\/section>\n

    <\/p>\n

    \u8be6\u60c5\u8bf7\u89c1\uff1a<\/span><\/section>\n
    \u5927\u8bed\u8a00\u6a21\u578b\u4e0e\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u8bfb\u4e66\u4f1a\uff1a\u5927\u6a21\u578b\u8d4b\u80fd\u673a\u5668\u4eba\u6d8c\u73b0\u7fa4\u4f53\u667a\u80fd<\/a><\/span><\/section>\n


    <\/span><\/strong><\/span><\/p>\n


    <\/span><\/strong><\/span><\/p>\n

    \n
    \n
    \n
    \n

    AI+Social Science\u8bfb\u4e66\u4f1a<\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

    \n


    <\/p>\n<\/section>\n

    \u96c6\u667a\u4ff1\u4e50\u90e8\u8054\u5408\u7f8e\u56fd\u4e1c\u5317\u5927\u5b66\u535a\u58eb\u540e\u7814\u7a76\u5458\u6768\u51ef\u7a0b\u3001\u5bc6\u6b47\u6839\u5927\u5b66\u5b89\u5a1c\u5821\u5206\u6821\u535a\u58eb\u5019\u9009\u4eba\u88f4\u5609\u6b23\uff0c\u5bbe\u5915\u6cd5\u5c3c\u4e9a\u5927\u5b66\u6c83\u987f\u5546\u5b66\u9662\u4eba\u529b\u8d44\u672c\u5206\u6790\u7814\u7a76\u7ec4\u535a\u58eb\u540e\u7814\u7a76\u5458\u5434\u96e8\u6850\u3001\u5373\u5c06\u5165\u804c\u829d\u52a0\u54e5\u5927\u5b66\u5fc3\u7406\u5b66\u7cfb\u7684\u52a9\u7406\u6559\u6388\u767d\u96ea\u7eaf\u5b50\uff0c\u5171\u540c\u53d1\u8d77AI+Social Science\u8bfb\u4e66\u4f1a<\/a>\u3002\u8bfb\u4e66\u4f1a\u5df2\u5b8c\u7ed3\uff0c\u73b0\u5728\u62a5\u540d\u53ef\u52a0\u5165\u793e\u7fa4\u5e76\u89e3\u9501\u56de\u653e\u89c6\u9891\u6743\u9650\u3002<\/span><\/span><\/section>\n

    <\/span><\/section>\n
    \"\u56fe\u7247\"<\/span><\/a><\/section>\n
    \u8be6\u60c5\u8bf7\u89c1\uff1a<\/span><\/section>\n
    AI+Social Science\uff1a\u5927\u6a21\u578b\u600e\u6837\u91cd\u5851\u793e\u4f1a\u79d1\u5b66 | \u8ba1\u7b97\u793e\u4f1a\u79d1\u5b66\u8bfb\u4e66\u4f1a\u7b2c\u4e09\u5b63\u542f\u52a8<\/a><\/span><\/section>\n

    <\/p>\n

    <\/p>\n

    \u63a8\u8350\u9605\u8bfb<\/span><\/strong><\/strong><\/strong><\/section>\n
    <\/strong><\/section>\n
    1. <\/strong>\u524d\u6cbf\u8fdb\u5c55\uff1a\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u4e2d\u793e\u4f1a\u89c4\u8303\u5982\u4f55\u6d8c\u73b0\uff1f<\/a><\/strong><\/span><\/strong><\/section>\n
    2. <\/strong>\u6218\u4e89\u8fd8\u662f\u548c\u5e73\uff1f\u57fa\u4e8e\u5927\u578b\u8bed\u8a00\u6a21\u578b\u7684\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u6a21\u62df\u4e16\u754c\u6218\u4e89\u7206\u53d1<\/a><\/strong><\/span><\/strong><\/section>\n
    3. <\/strong>\u591a\u4e3b\u4f53\u667a\u80fd\u7efc\u8ff0\uff1a\u793e\u4f1a\u4e92\u52a8\u542f\u53d1\u7684\u4eba\u5de5\u667a\u80fd\u8fdb\u5316<\/a><\/strong><\/span><\/strong><\/section>\n
    <\/strong><\/section>\n
    4. <\/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
    <\/strong>5. <\/strong>\u89e3\u9501\u96c6\u667a\u5168\u7ad9\u5185\u5bb9\uff0c\u5f00\u542f\u65b0\u5e74\u5b66\u4e60\u8ba1\u5212<\/a><\/strong><\/section>\n

    6. <\/strong>\u52a0\u5165\u96c6\u667a\uff0c\u4e00\u8d77\u590d\u6742\uff01<\/strong><\/span><\/a><\/p>\n

    <\/p>\n


    <\/span><\/p>\n

    \u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u62a5\u540d\u8bfb\u4e66\u4f1a<\/span><\/section>\n<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"

    \u5bfc\u8bed \u6e05\u534e\u5927\u5b66\u63a8\u51fa\u57fa\u4e8e\u5927\u6a21\u578b\u7684\u793e\u4f1a\u6a21\u62df\u5668AgentSociety 1.0\uff0c\u53ef\u7cbe\u786e\u6a21\u62df\u793e\u4f1a\u8206\u8bba\u4f20\u64ad\u3001\u8ba4\u77e5\u89c2\u70b9\u6781\u5316\u3001\u516c\u4f17\u653f\u7b56\u54cd\u5e94\u7b49\u793e\u4f1a\u73b0\u8c61\uff0c\u63a8\u52a8\u667a\u80fd\u793e\u4f1a\u6cbb\u7406\u548c\u79d1\u5b66\u7814\u7a76\u8303\u5f0f\u53d8\u9769\u3002 \u96c6\u667a\u4ff1\u4e50\u90e8\u8054\u5408\u897f\u6e56\u5927\u5b66\u5de5\u5b66\u9662\u7279\u8058\u7814\u7a76\u5458\u8d75\u4e16\u94b0\u3001\u6d59\u6c5f\u5927\u5b66\u6559\u6388\u4efb\u6c81\u6e90\u3001\u9e4f\u57ce\u5b9e\u9a8c\u5ba4\u9ad8\u7ea7\u5de5\u7a0b\u5e08\u5d14\u91d1\u5f3a\uff0c\u5171\u540c\u53d1\u8d77\u300c\u5927\u8bed\u8a00\u6a21\u578b\u4e0e\u591a\u667a\u80fd\u4f53\u7cfb…<\/p>\n","protected":false},"author":1,"featured_media":56635,"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\/56660"}],"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"}],"author":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=56660"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/56660\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/56635"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=56660"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=56660"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=56660"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=56660"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}