{"id":60031,"date":"2025-05-24T16:43:47","date_gmt":"2025-05-24T08:43:47","guid":{"rendered":"https:\/\/swarma.org\/?p=60031"},"modified":"2025-05-24T16:43:47","modified_gmt":"2025-05-24T08:43:47","slug":"agent-ai%ef%bc%9a%e5%a4%9a%e6%a8%a1%e6%80%81%e4%ba%a4%e4%ba%92%e7%9a%84%e6%96%b0%e5%9c%b0%e5%b9%b3%e7%ba%bf","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=60031","title":{"rendered":"Agent AI\uff1a\u591a\u6a21\u6001\u4ea4\u4e92\u7684\u65b0\u5730\u5e73\u7ebf"},"content":{"rendered":"
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\u5173\u952e\u8bcd\uff1aAgent AI\uff08\u667a\u80fd\u4f53\u4eba\u5de5\u667a\u80fd\uff09\u3001\u591a\u6a21\u6001\u4ea4\u4e92\uff08Multimodal Interaction\uff09\u3001\u5927\u578b\u57fa\u7840\u6a21\u578b\uff08Large Foundation Models\uff09\u3001\u5177\u8eab\u667a\u80fd\uff08Embodied AI\uff09\u3001\u6e38\u620fAI\uff08Gaming AI\uff09\u3001\u673a\u5668\u4eba\u5b66\uff08Robotics\uff09\u3001\u533b\u7597\u5065\u5eb7\uff08Healthcare\uff09\u3001\u4f26\u7406\u8003\u91cf\uff08Ethical Considerations\uff09<\/span><\/span><\/strong><\/p>\n<\/section>\n

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\u8bba\u6587\u9898\u76ee\uff1aAgent AI: Surveying the horizons of multimodal interaction<\/span><\/span><\/p>\n

\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/arxiv.org\/abs\/2401.03568<\/span><\/span><\/p>\n

\u53d1\u8868\u65f6\u95f4\uff1a2024\u5e741\u670825\u65e5<\/span><\/span><\/p>\n<\/blockquote>\n


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\u7834\u89e3\u5e7b\u89c9\u96be\u9898\uff1a\u77e5\u8bc6\u589e\u5f3a\u7684\u4ea4\u4e92\u673a\u5236<\/span><\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

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\u5f53Agent AI\u5e94\u7528\u4e8e\u73b0\u5b9e\u573a\u666f\u65f6\uff0c\u6a21\u578b\u201c\u5e7b\u89c9\u201d<\/span>\uff08Hallucination\uff09<\/span>\u6210\u4e3a\u91cd\u5927\u6311\u6218\u2014\u2014\u5373\u751f\u6210\u4e0e\u4e8b\u5b9e\u77db\u76fe\u6216\u65e0\u5173\u7684\u5185\u5bb9\u3002\u6587\u7ae0\u533a\u5206\u4e86\u5185\u5728\u5e7b\u89c9<\/span>\uff08\u4e0e\u8f93\u5165\u77db\u76fe\uff09<\/span>\u548c\u5916\u5728\u5e7b\u89c9<\/span>\uff08\u6dfb\u52a0\u65e0\u5173\u4fe1\u606f\uff09<\/span>\u4e24\u79cd\u7c7b\u578b\uff0c\u5e76\u63d0\u51fa\u201c\u6df7\u5408\u73b0\u5b9e\u77e5\u8bc6\u63a8\u7406\u4ea4\u4e92\u201d<\/span>\uff08Mixed Reality with Knowledge Inference Interaction\uff09<\/span>\u7684\u6d8c\u73b0\u673a\u5236\u3002\u901a\u8fc7\u4ece\u7f51\u7edc\u6e90\u663e\u5f0f\u68c0\u7d22\u77e5\u8bc6\uff0c\u5e76\u7ed3\u5408\u9884\u8bad\u7ec3\u6a21\u578b\u7684\u9690\u5f0f\u63a8\u7406\uff0c\u667a\u80fd\u4f53\u80fd\u591f\u5728\u865a\u62df\u4e0e\u73b0\u5b9e\u573a\u666f\u4e2d\u5b9e\u73b0\u77e5\u8bc6\u8fc1\u79fb\u3002<\/span><\/span><\/p>\n


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\u5728\u6e38\u620f\u9886\u57df\uff0cAgent AI\u6b63\u91cd\u5851\u975e\u73a9\u5bb6\u89d2\u8272<\/span>\uff08NPC\uff09<\/span>\u7684\u884c\u4e3a\u903b\u8f91\u3002\u4f20\u7edf\u811a\u672c\u9a71\u52a8\u7684NPC\u884c\u4e3a\u5446\u677f\uff0c\u800c\u57fa\u4e8eLLM\u7684\u667a\u80fd\u4f53<\/span>\uff08\u5982\u300a\u5916\u4ea4\u300b\u6e38\u620f\u4e2d\u7684AI\uff09<\/span>\u5df2\u80fd\u901a\u8fc7\u4eba\u7c7b\u5bf9\u8bdd\u6570\u636e\u8bad\u7ec3\u5b9e\u73b0\u6218\u7565\u51b3\u7b56\u3002\u7814\u7a76\u56e2\u961f\u5f00\u53d1\u7684\u201cMindAgent\u201d\u6846\u67b6\u5728\u300aCuisineWorld\u300b\u591a\u667a\u80fd\u4f53\u534f\u4f5c\u6e38\u620f\u4e2d\uff0c\u901a\u8fc7GPT-4\u4e2d\u592e\u8c03\u5ea6\u5668\u534f\u8c03\u591a\u4e2a\u667a\u80fd\u4f53\u5b8c\u6210\u70f9\u996a\u4efb\u52a1\uff0c\u5176\u534f\u4f5c\u6548\u7387\u8bc4\u5206<\/span>\uff08CoS\uff09<\/span>\u9a8c\u8bc1\u4e86\u8bed\u8a00\u6a21\u578b\u5728\u590d\u6742\u7b56\u7565\u89c4\u5212\u4e2d\u7684\u6f5c\u529b\u3002<\/span><\/span><\/p>\n


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\u56fe 2. \u60c5\u5883\u5b66\u4e60\u6e38\u620f\u7ed3\u6784\u4e2d\u7684\u601d\u7ef4\u667a\u80fd\u4f53\u3002\u89c4\u5212\u6280\u80fd\u4e0e\u5de5\u5177\u4f7f\u7528\uff1a\u6e38\u620f\u73af\u5883\u9700\u8981\u591a\u6837\u5316\u7684\u89c4\u5212\u6280\u80fd\u548c\u5de5\u5177\u4f7f\u7528\u6765\u5b8c\u6210\u4efb\u52a1\u3002\u5b83\u751f\u6210\u76f8\u5173\u6e38\u620f\u4fe1\u606f\uff0c\u5e76\u5c06\u6e38\u620f\u6570\u636e\u8f6c\u6362\u4e3a LLM \u80fd\u591f\u5904\u7406\u7684\u7ed3\u6784\u5316\u6587\u672c\u683c\u5f0f\u3002LLM\uff1a\u4f5c\u4e3a\u57fa\u7840\u67b6\u6784\u7684\u6838\u5fc3\uff0c\u8d1f\u8d23\u51b3\u7b56\uff0c\u4ece\u800c\u5145\u5f53\u591a\u667a\u80fd\u4f53\u7cfb\u7edf\u7684\u8c03\u5ea6\u5458\u3002\u8bb0\u5fc6\u5386\u53f2\uff1a\u7528\u4e8e\u5b58\u50a8\u76f8\u5173\u4fe1\u606f\u7684\u5de5\u5177\u3002\u884c\u52a8\u6a21\u5757\uff1a\u4ece\u6587\u672c\u8f93\u5165\u4e2d\u63d0\u53d6\u884c\u52a8\uff0c\u5e76\u5c06\u5176\u8f6c\u6362\u4e3a\u7279\u5b9a\u9886\u57df\u7684\u8bed\u8a00\uff0c\u540c\u65f6\u9a8c\u8bc1\u7279\u5b9a\u9886\u57df\u7684\u8bed\u8a00\uff08DSL\uff09\uff0c\u4ee5\u786e\u4fdd\u5728\u6267\u884c\u8fc7\u7a0b\u4e2d\u4e0d\u4f1a\u51fa\u73b0\u9519\u8bef\u3002<\/span><\/span><\/p>\n


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\u673a\u5668\u4eba\u9886\u57df\u5219\u9762\u4e34\u89c6\u89c9\u8fd0\u52a8\u63a7\u5236<\/span>\uff08Visual Motor Control\uff09<\/span>\u4e0e\u8bed\u8a00\u6761\u4ef6\u64cd\u4f5c<\/span>\uff08Language Conditioned Manipulation\uff09<\/span>\u7684\u53cc\u91cd\u6311\u6218\u3002\u5982\u56fe3\u6240\u793a\uff0c\u7ed3\u5408ChatGPT\u7684\u4efb\u52a1\u89c4\u5212\u5668\u4e0e\u89c6\u89c9\u793a\u8303\u7cfb\u7edf\uff0c\u673a\u5668\u4eba\u80fd\u7406\u89e3\u201c\u5c06\u684c\u4e0a\u7684\u6d3e\u52a0\u70ed\u201d\u8fd9\u7c7b\u6307\u4ee4\uff0c\u5e76\u81ea\u4e3b\u5206\u89e3\u4e3a\u53d6\u7269\u3001\u79fb\u52a8\u3001\u4f7f\u7528\u70e4\u7bb1\u7b49\u5b50\u4efb\u52a1\u3002\u7279\u522b\u503c\u5f97\u6ce8\u610f\u7684\u662fGPT-4V\u5728\u591a\u6a21\u6001\u4efb\u52a1\u89c4\u5212\u4e2d\u7684\u8868\u73b0\uff0c\u5b83\u80fd\u4ece\u6f14\u793a\u89c6\u9891\u4e2d\u63d0\u53d6\u7269\u4f53\u7a7a\u95f4\u5173\u7cfb<\/span>\uff08\u5982\u201c\u51b0\u7bb1\u628a\u624b\u53ef\u6293\u63e1\u201d\uff09<\/span>\uff0c\u5e76\u751f\u6210\u53ef\u6267\u884c\u7684\u6280\u80fd\u5e8f\u5217\u3002<\/span><\/span><\/p>\n


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\u56fe 3. \u96c6\u6210 ChatGPT \u5f3a\u5316\u4efb\u52a1\u89c4\u5212\u5668\u7684\u673a\u5668\u4eba\u6559\u5b66\u7cfb\u7edf\u6982\u8ff0\u3002\u8be5\u8fc7\u7a0b\u5305\u542b\u4e24\u4e2a\u6b65\u9aa4\uff1a\u4efb\u52a1\u89c4\u5212\uff0c\u7528\u6237\u4f7f\u7528\u4efb\u52a1\u89c4\u5212\u5668\u521b\u5efa\u52a8\u4f5c\u5e8f\u5217\uff0c\u5e76\u6839\u636e\u9700\u8981\u901a\u8fc7\u53cd\u9988\u8c03\u6574\u7ed3\u679c\uff1b\u6f14\u793a\uff0c\u7528\u6237\u901a\u8fc7\u89c6\u89c9\u5c55\u793a\u52a8\u4f5c\u5e8f\u5217\uff0c\u4e3a\u673a\u5668\u4eba\u64cd\u4f5c\u63d0\u4f9b\u6240\u9700\u4fe1\u606f\u3002\u89c6\u89c9\u7cfb\u7edf\u6536\u96c6\u7528\u4e8e\u673a\u5668\u4eba\u6267\u884c\u7684\u89c6\u89c9\u53c2\u6570\u3002<\/span><\/span><\/p>\n


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\u533b\u7597\u5065\u5eb7\u5e94\u7528\u51f8\u663e\u4e86\u6280\u672f\u7ea2\u5229\u4e0e\u98ce\u9669\u5e76\u5b58\u3002\u867d\u7136GPT-4V\u80fd\u51c6\u786e\u8bc6\u522bCT\u626b\u63cf\u56fe\u50cf\u4e2d\u7684\u64cd\u4f5c\u573a\u666f\uff0c\u4f46\u5bf9\u8d85\u58f0\u89c6\u9891\u7684\u5206\u6790\u4ecd\u53d7\u5b89\u5168\u9650\u5236\u7ea6\u675f\u3002\u56e2\u961f\u5f3a\u8c03\uff0c\u8bca\u65ad\u667a\u80fd\u4f53\u5fc5\u987b\u4e0e\u77e5\u8bc6\u68c0\u7d22\u667a\u80fd\u4f53\u914d\u5408\uff0c\u901a\u8fc7\u5b9e\u65f6\u9a8c\u8bc1\u907f\u514d\u9519\u8bef\u8bca\u65ad\uff0c\u4f8b\u5982\u5728\u76ae\u80a4\u75c5\u7076\u5206\u7c7b\u4efb\u52a1\u4e2d\uff0c\u76f4\u63a5\u8c03\u7528ISIC\u76ae\u80a4\u75c5\u53d8\u6570\u636e\u5e93\u6bd4\u5bf9\u53ef\u51cf\u5c1167%\u7684\u8bef\u5224\u3002<\/span><\/span><\/p>\n


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\u56fe 4. \u5728\u533b\u7597\u4fdd\u5065\u56fe\u50cf\u7406\u89e3\u9886\u57df\u4f7f\u7528GPT-4V\u65f6\u7684\u793a\u4f8b\u63d0\u793a\u548c\u54cd\u5e94\u3002\u4ece\u5de6\u5230\u53f3\uff1a(1)\u62a4\u58eb\u548c\u533b\u751f\u8fdb\u884cCT\u626b\u63cf\u7684\u56fe\u50cf\uff0c(2)\u4e0d\u89c4\u5219\u5fc3\u7535\u56fe\u626b\u63cf\u7684\u5408\u6210\u56fe\u50cf\uff0c(3)\u6765\u81eaISIC \uff08Codella et al., 2018\uff09\u76ae\u80a4\u75c5\u53d8\u6570\u636e\u96c6\u7684\u56fe\u50cf\u3002\u6211\u4eec\u53ef\u4ee5\u770b\u5230GPT-4V\u62e5\u6709\u5927\u91cf\u7684\u533b\u5b66\u77e5\u8bc6\uff0c\u80fd\u591f\u5bf9\u533b\u5b66\u56fe\u50cf\u8fdb\u884c\u63a8\u7406\u3002\u7136\u800c\uff0c\u7531\u4e8e\u5b89\u5168\u8bad\u7ec3\uff0c\u5b83\u65e0\u6cd5\u5bf9\u4e00\u4e9b\u533b\u5b66\u56fe\u50cf\u8fdb\u884c\u8bca\u65ad\u3002<\/span><\/span><\/p>\n


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\u8bba\u6587\u8fd8\u6df1\u5165\u63a2\u8ba8\u4e86Agent AI\u7684\u4f26\u7406\u6846\u67b6\uff0c\u8bad\u7ec3\u6570\u636e\u504f\u5dee<\/span>\uff08\u5982\u8fc7\u5ea6\u4ee3\u8868\u897f\u65b9\u793e\u4f1a\u6587\u5316\uff09<\/span>\u3001\u5386\u53f2\u6587\u672c\u4e2d\u7684\u6b67\u89c6\u6027\u8bed\u8a00\u3001\u9690\u79c1\u4fdd\u62a4\u7b49\u95ee\u9898\u4e9f\u5f85\u89e3\u51b3\u3002\u56e2\u961f\u63d0\u51fa\u7684\u201c\u5305\u5bb9\u6027\u8bbe\u8ba1\u201d<\/span>\uff08Inclusive Design\uff09<\/span>\u5305\u542b\u4e5d\u5927\u539f\u5219\uff1a\u4ece\u591a\u6837\u5316\u8bad\u7ec3\u6570\u636e\u3001\u6587\u5316\u654f\u611f\u6027\u5230\u65e0\u969c\u788d\u4ea4\u4e92\u8bbe\u8ba1\u3002\u5728\u533b\u7597\u7b49\u9ad8\u98ce\u9669\u9886\u57df\uff0c\u91c7\u7528\u201c\u7ea2\u961f\u6d4b\u8bd5\u201d<\/span>\uff08Red-teaming\uff09<\/span>\u4f7f\u7528\u4e00\u4e2a\u4e13\u95e8\u7684\u5bf9\u624b\u56e2\u961f\u5f00\u5c55\u5bf9\u6297\u6027\u5de5\u4f5c\uff0c\u4e3b\u52a8\u66b4\u9732\u7cfb\u7edf\u5f31\u70b9\uff0c\u5e76\u5efa\u7acb\u4eba\u5de5\u5ba1\u6838\u95ed\u73af\u3002\u503c\u5f97\u5173\u6ce8\u7684\u662f\uff0c\u7814\u7a76\u56e2\u961f\u7279\u522b\u6307\u51fa\u5f53\u524d\u667a\u80fd\u4f53\u5728\u60c5\u611f\u63a8\u7406<\/span>\uff08Emotional Reasoning\uff09<\/span>\u4e0a\u7684\u4e0d\u8db3\uff0c\u5f00\u53d1\u7684NICE\u6570\u636e\u96c6\u901a\u8fc7200\u4e07\u5f20\u56fe\u50cf\u7684\u60c5\u611f\u6807\u6ce8\uff0c\u8bad\u7ec3\u51fa\u80fd\u751f\u6210\u5171\u60c5\u8bc4\u8bba\u7684MAGIC\u6a21\u578b\uff0c\u4f46\u8de8\u6587\u5316\u60c5\u611f\u7406\u89e3\u4ecd\u662f\u96be\u70b9\u3002<\/span><\/span><\/p>\n


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\u5c3d\u7ba1Agent AI\u5728\u6a21\u62df\u73af\u5883<\/span>\uff08\u5982Habitat\u3001VirtualHome\uff09<\/span>\u4e2d\u8868\u73b0\u4f18\u5f02\uff0c\u4f46\u201c\u6a21\u62df\u5230\u73b0\u5b9e\u8fc1\u79fb\u201d<\/span>\uff08Sim-to-Real Transfer\uff09<\/span>\u4ecd\u662f\u74f6\u9888\u3002\u56e2\u961f\u5bf9\u6bd4\u4e86\u4e09\u79cd\u89e3\u51b3\u65b9\u6848\uff1a\u901a\u8fc7\u57df\u968f\u673a\u5316<\/span>\uff08Domain Randomization\uff09<\/span>\u589e\u52a0\u8bad\u7ec3\u591a\u6837\u6027\u3001\u5229\u7528CycleGAN\u8fdb\u884c\u8de8\u57df\u56fe\u50cf\u8f6c\u6362\uff0c\u4ee5\u53ca\u5f00\u53d1\u5149\u771f\u5b9e\u6a21\u62df\u5668\u3002\u5728\u673a\u5668\u4eba\u6293\u53d6\u4efb\u52a1\u4e2d\uff0c\u7ed3\u5408\u7269\u7406\u5f15\u64ce\u7684Neural Radiance Fields\u6280\u672f\u5c06\u64cd\u4f5c\u6210\u529f\u7387\u63d0\u9ad8\u4e8640%\uff0c\u4f46\u52a8\u6001\u73af\u5883\u4e0b\u7684\u957f\u671f\u89c4\u5212\u4ecd\u9700\u8981\u7a81\u7834\u3002\u7814\u7a76\u8005\u547c\u5401\u66f4\u591a\u4eba\u53c2\u4e0e\uff0c\u5171\u540c\u653b\u514b\u591a\u6a21\u6001\u5177\u8eab\u667a\u80fd\u7684\u7ec8\u6781\u96be\u9898\u2014\u2014\u5982\u4f55\u8ba9\u673a\u5668\u50cf\u4eba\u7c7b\u4e00\u6837\uff0c\u901a\u8fc7\u6301\u7eed\u7684\u73af\u5883\u4ea4\u4e92\u5b9e\u73b0\u81ea\u6211\u8fdb\u5316<\/span>\uff08Self-improvement\uff09<\/span>\u3002<\/span><\/span><\/p>\n


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\u5173\u4e8e\u96c6\u667a\u4ff1\u4e50\u90e8<\/span><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


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\u96c6\u667a\u4ff1\u4e50\u90e8\u6210\u7acb\u4e8e 2003 \u5e74\uff0c\u662f\u4e00\u4e2a\u4ece\u4e8b\u5b66\u672f\u7814\u7a76\u3001\u4eab\u53d7\u79d1\u5b66\u4e50\u8da3\u7684\u63a2\u7d22\u8005\u7684\u56e2\u4f53\uff0c\u4e5f\u662f<\/span><\/span>\u56fd\u5185\u6700\u65e9\u7684\u7814\u7a76\u4eba\u5de5\u667a\u80fd\u3001\u590d\u6742\u7cfb\u7edf\u7684\u79d1\u5b66\u793e\u533a<\/span><\/span><\/strong>\u3002\u5b83\u5021\u5bfc\u4ee5\u5e73\u7b49\u5f00\u653e\u7684\u6001\u5ea6\u3001\u79d1\u5b66\u5b9e\u8bc1\u7684\u7cbe\u795e\uff0c\u8fdb\u884c\u8de8\u5b66\u79d1\u7684\u7814\u7a76\u4e0e\u4ea4\u6d41\uff0c\u529b\u56fe\u642d\u5efa\u4e00\u4e2a\u4e2d\u56fd\u7684 \u201c \u6ca1\u6709\u56f4\u5899\u7684\u7814\u7a76\u6240 \u201d\u3002\u96c6\u667a\u79d1\u5b66\u7814\u7a76\u4e2d\u5fc3\uff08<\/span><\/span>\u6c11\u95f4\u4f01\u4e1a\uff09\u662f\u96c6\u667a\u4ff1\u4e50\u90e8\u7684\u8fd0\u8425\u4e3b\u4f53\uff0c\u957f\u671f\u8fd0\u8425\u793e\u533a\u751f\u6001\uff0c\u50ac\u5316\u7406\u8bba\u521b\u65b0\u3002<\/span><\/span><\/span>\u4f7f\u547d\uff1a\u8425\u9020\u8de8\u5b66\u79d1\u63a2\u7d22\u5c0f\u751f\u5883\uff0c\u50ac\u5316\u590d\u6742\u6027\u79d1\u5b66\u65b0\u7406\u8bba<\/span><\/span><\/strong>\u3002<\/span><\/span><\/span><\/p>\n

<\/section>\n

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\n
\n
\n
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\u300c\u5927\u6a21\u578b\u65f6\u4ee3\u4e0b\u7684\u4eba\u673a\u4ea4\u4e92\u4e0e\u534f\u540c\u300d\u8bfb\u4e66\u4f1a<\/span><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


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

\u96c6\u667a\u4ff1\u4e50\u90e8\u8054\u5408\u4e2d\u56fd\u79d1\u5b66\u6280\u672f\u5927\u5b66\u6559\u6388\u8d75\u4e91\u6ce2\u3001\u534e\u4e1c\u5e08\u8303\u5927\u5b66\u526f\u6559\u6388\u5434\u5174\u86df\u4e24\u4f4d\u8001\u5e08\u5171\u540c\u53d1\u8d77\u300c\u5927\u6a21\u578b\u65f6\u4ee3\u4e0b\u7684\u4eba\u673a\u4ea4\u4e92\u4e0e\u534f\u540c<\/a>\u300d\u8bfb\u4e66\u4f1a\u3002\u672c\u6b21\u8bfb\u4e66\u4f1a\u5c06\u63a2\u8ba8\uff1a<\/span><\/span><\/p>\n


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

\u4eba\u7c7b\u667a\u80fd\u548c\u673a\u5668\u667a\u80fd\u5404\u81ea\u7684\u4f18\u52bf\u6709\u54ea\u4e9b\uff1f\u667a\u80fd\u8fb9\u754c\u5982\u4f55\uff1f\u5982\u4f55\u901a\u8fc7\u66f4\u6709\u6548\u7684\u6807\u6ce8\u7b56\u7565\u548c\u6570\u636e\u751f\u6210\u6280\u672f\u6765\u89e3\u51b3\u6570\u636e\u7a00\u7f3a\u95ee\u9898\uff1f\u5982\u4f55\u8bbe\u8ba1\u66f4\u52a0\u9ad8\u6548\u7684\u4eba\u673a\u534f\u4f5c\u7cfb\u7edf\uff0c\u5b9e\u73b0\u9ad8\u6548\u5171\u8d62\u7684\u6548\u679c\uff1f\u5982\u4f55\u63d0\u9ad8\u673a\u5668\u51b3\u7b56\u7684\u53ef\u89e3\u91ca\u6027\u4e0e\u900f\u660e\u6027\uff0c\u786e\u4fdd\u7cfb\u7edf\u7684\u53ef\u4fe1\u5ea6\uff1f\u5982\u4f55\u901a\u8fc7\u591a\u6a21\u6001\u534f\u4f5c\u878d\u5408\u4e0d\u540c\u611f\u77e5\u901a\u9053\uff0c\u5e94\u5bf9\u590d\u6742\u7684\u51b3\u7b56\u4efb\u52a1\uff1f<\/span><\/span><\/p>\n


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

\u8bfb\u4e66\u4f1a\u8ba1\u5212\u4ece6\u670821\u65e5\u5f00\u59cb\uff0c\u6bcf\u5468\u516d\u665a19:00-21:00\u8fdb\u884c\uff0c\u9884\u8ba1\u6301\u7eed\u7ea68\u5468\u3002\u8bda\u631a\u9080\u8bf7\u9886\u57df\u5185\u7814\u7a76\u8005\u3001\u5bfb\u6c42\u8de8\u9886\u57df\u878d\u5408\u7684\u7814\u7a76\u8005\u52a0\u5165\uff0c\u5171\u540c\u63a2\u8ba8\u3002<\/span><\/span><\/p>\n


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

\"\u56fe\u7247\"<\/span><\/a><\/span><\/p>\n


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

\u8be6\u60c5\u8bf7\u89c1\uff1a\u4eba\u7c7b\u4e0e\u673a\u5668\u7684\u667a\u6167\u78b0\u649e\uff1a\u5927\u6a21\u578b\u65f6\u4ee3\u4e0b\u7684\u4eba\u673a\u4ea4\u4e92\u4e0e\u534f\u540c\u8bfb\u4e66\u4f1a\u542f\u52a8<\/a><\/span><\/span><\/p>\n


<\/span><\/section>\n
\u63a8\u8350\u9605\u8bfb<\/span><\/span><\/strong><\/strong><\/strong><\/section>\n
<\/strong><\/section>\n
1.\u751f\u6210\u5f0f\u667a\u80fd\u4f53\uff1a\u4eba\u7c7b\u884c\u4e3a\u4ea4\u4e92\u5f0f\u6a21\u62df<\/span><\/a><\/span><\/strong>
<\/span><\/strong><\/span><\/section>\n
2.\u65af\u5766\u798f\u3001\u8c37\u6b4c\u53d1\u5e03\u751f\u6210\u5f0f\u4ee3\u7406\uff1a25\u4e2aAI\u667a\u80fd\u4f53\uff0c\u5728\u865a\u62df\u5c0f\u9547\u81ea\u7531\u6210\u957f<\/span><\/a><\/span><\/strong>
<\/span><\/strong><\/span><\/section>\n
3.Nature\uff1a\u751f\u6210\u5f0fAI\u6a21\u578b\u5982\u4f55\u7528\u4e8e\u8f85\u52a9\u4eba\u7c7b\u521b\u610f\u8bbe\u8ba1<\/span><\/a><\/span><\/strong><\/section>\n
<\/strong><\/section>\n
4. <\/span><\/strong><\/span>\u6e38\u620f\u5316\u79d1\u7814\u2014\u2014\u8ba9\u6211\u4eec\u7a81\u7834\u5185\u5377\u3001\u5171\u7814\u6d8c\u73b0<\/a><\/span><\/strong><\/strong><\/span><\/section>\n
<\/strong>5. <\/span><\/strong>\u63a2\u7d22\u8005\u8ba1\u5212 | \u96c6\u667a\u4ff1\u4e50\u90e82025\u5185\u5bb9\u56e2\u961f\u62db\u52df\uff08\u5168\u804c&\u517c\u804c\uff09<\/a><\/span><\/strong><\/span><\/section>\n

6. \u52a0\u5165\u96c6\u667a\uff0c\u73a9\u8f6c\u590d\u6742\uff0c\u5171\u521b\u6591\u56fe\uff01\u96c6\u667a\u4ff1\u4e50\u90e8\u7ebf\u4e0b\u5fd7\u613f\u8005\u62db\u52df<\/span><\/a><\/span><\/strong><\/p>\n


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


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

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

\u6458\u8981 \u591a\u6a21\u6001\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u6781\u6709\u53ef\u80fd\u6210\u4e3a\u6211\u4eec\u65e5\u5e38\u751f\u6d3b\u4e2d\u65e0\u5904\u4e0d\u5728\u7684\u5b58\u5728\u3002\u4f7f\u8fd9\u7c7b\u7cfb\u7edf\u5177\u5907\u66f4\u5f3a\u4ea4\u4e92\u6027\u7684\u4e00\u4e2a\u524d\u666f\u5e7f\u9614\u7684\u601d\u8def\uff0c\u662f\u5c06\u5b83\u4eec\u4ee5\u667a\u80fd\u4f53\uff08agent\uff09\u7684\u5f62\u5f0f\u5d4c\u5165\u7269\u7406\u6216\u865a\u62df\u73af\u5883\u3002\u76ee\u524d\uff0c\u5404\u79cd\u7cfb\u7edf\u901a\u5e38\u90fd\u4ee5\u5df2\u6709\u7684\u5927\u578b\u57fa\u7840\u6a21\u578b\u4e3a\u6784\u5efa\u667a\u80fd\u4f53\u7684\u57fa\u77f3\u3002\u5c06\u667a\u80fd\u4f53\u7f6e\u4e8e\u6b64\u7c7b\u73af\u5883\u4e2d\uff0c\u80fd\u591f\u4f7f\u6a21\u578b\u5904\u7406\u5e76\u7406\u89e3\u89c6\u89c9\u4e0e\u4e0a\u4e0b\u6587\u4fe1\u606f\uff0c\u8fd9\u5bf9\u4e8e\u6784\u5efa…<\/p>\n","protected":false},"author":0,"featured_media":60020,"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\/60031"}],"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=60031"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/60031\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/60020"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=60031"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=60031"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=60031"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=60031"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}