{"id":873,"date":"2025-09-17T09:04:53","date_gmt":"2025-09-17T01:04:53","guid":{"rendered":"http:\/\/www.applicationsofllm.com\/?p=873"},"modified":"2025-09-17T09:04:53","modified_gmt":"2025-09-17T01:04:53","slug":"%e5%85%b7%e8%ba%ab%e6%99%ba%e8%83%bd%e8%83%bd%e5%8a%9b%e7%8b%82%e9%a3%99%ef%bc%8c%e5%ae%89%e5%85%a8%e5%8d%b4%e4%b8%a5%e9%87%8d%e6%bb%9e%e5%90%8e%ef%bc%9f%e9%a6%96%e4%b8%aa%e5%ae%89%e5%85%a8%e5%8f%af","status":"publish","type":"post","link":"http:\/\/www.applicationsofllm.com\/index.php\/2025\/09\/17\/%e5%85%b7%e8%ba%ab%e6%99%ba%e8%83%bd%e8%83%bd%e5%8a%9b%e7%8b%82%e9%a3%99%ef%bc%8c%e5%ae%89%e5%85%a8%e5%8d%b4%e4%b8%a5%e9%87%8d%e6%bb%9e%e5%90%8e%ef%bc%9f%e9%a6%96%e4%b8%aa%e5%ae%89%e5%85%a8%e5%8f%af\/","title":{"rendered":"\u5177\u8eab\u667a\u80fd\u80fd\u529b\u72c2\u98d9\uff0c\u5b89\u5168\u5374\u4e25\u91cd\u6ede\u540e\uff1f\u9996\u4e2a\u5b89\u5168\u53ef\u4fe1EAI\u6846\u67b6\u4e0e\u8def\u7ebf\u56fe\u51fa\u7089\uff01"},"content":{"rendered":"\n<p>\u8fd1\u5e74\u6765\uff0c\u4ee5\u4eba\u5f62\u673a\u5668\u4eba\u3001\u81ea\u52a8\u9a7e\u9a76\u4e3a\u4ee3\u8868\u7684\u5177\u8eab\u4eba\u5de5\u667a\u80fd\uff08Embodied Artificial Intelligence, EAI\uff09\u6b63\u4ee5\u524d\u6240\u672a\u6709\u7684\u901f\u5ea6\u53d1\u5c55\uff0c\u4ece\u6570\u5b57\u4e16\u754c\u5927\u6b65\u8fc8\u5411\u7269\u7406\u73b0\u5b9e\u3002\u7136\u800c\uff0c\u5f53\u4e00\u6b21\u9519\u8bef\u7684\u98ce\u9669\u4e0d\u518d\u662f\u5c4f\u5e55\u4e0a\u7684\u4e00\u884c\u4e71\u7801\uff0c\u800c\u662f\u53ef\u80fd\u5bfc\u81f4\u771f\u5b9e\u4e16\u754c\u4e2d\u7684\u7269\u7406\u4f24\u5bb3\u65f6\uff0c\u4e00\u4e2a\u7d27\u8feb\u7684\u95ee\u9898\u6446\u5728\u4e86\u6211\u4eec\u9762\u524d\uff1a<\/p>\n\n\n\n<p><strong>\u5982\u4f55\u786e\u4fdd\u8fd9\u4e9b\u65e5\u76ca\u5f3a\u5927\u7684\u5177\u8eab\u667a\u80fd\u4f53\u662f\u5b89\u5168\u4e14\u503c\u5f97\u4fe1\u8d56\u7684\uff1f<\/strong><\/p>\n\n\n\n<p>\u73b0\u5b9e\u60c5\u51b5\u662f\uff0c\u80fd\u529b\u4e0e\u5b89\u5168\uff0c\u8fd9\u4e24\u6761\u672c\u5e94\u9f50\u5934\u5e76\u8fdb\u7684\u8f68\u9053\uff0c\u6b63\u51fa\u73b0\u4ee4\u4eba\u62c5\u5fe7\u7684\u300c\u8131\u94a9\u300d\u3002\u5982\u56fe 1 \u6240\u793a\uff0c\u4e1a\u754c\u7684\u57fa\u7840\u6a21\u578b\u5728\u80fd\u529b\u4e0a\u98de\u901f\u8fed\u4ee3\uff0c\u5374\u666e\u904d\u5ffd\u89c6\u4e86\u4e0e\u4e4b\u5339\u914d\u7684\u5b89\u5168\u5bf9\u9f50\u673a\u5236\uff1b\u800c\u5b66\u672f\u754c\u867d\u6709\u63a2\u7d22\uff0c\u4f46\u7814\u7a76\u6210\u679c\u5f80\u5f80\u96f6\u6563\u3001\u4e0d\u6210\u4f53\u7cfb\u3002<\/p>\n\n\n\n<p>\u4e3a\u4e86\u5f25\u5408\u8fd9\u4e00\u5173\u952e\u5dee\u8ddd\uff0c\u4e0a\u6d77\u4eba\u5de5\u667a\u80fd\u5b9e\u9a8c\u5ba4\u548c\u534e\u4e1c\u5e08\u8303\u5927\u5b66\u7684\u7814\u7a76\u56e2\u961f\u64b0\u5199\u4e86\u8fd9\u7bc7 Position Paper\uff0c\u65e8\u5728\u4e3a\u300c\u5b89\u5168\u53ef\u4fe1\u5177\u8eab\u667a\u80fd\u300d\u8fd9\u4e00\u65b0\u5174\u9886\u57df\u5efa\u7acb\u4e00\u4e2a\u7cfb\u7edf\u6027\u7684\u7406\u8bba\u6846\u67b6\u4e0e\u53d1\u5c55\u84dd\u56fe\uff0c\u63a8\u52a8\u9886\u57df\u4ece\u788e\u7247\u5316\u7814\u7a76\u8d70\u5411\u6574\u4f53\u6027\u6784\u5efa\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"352\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-193-1024x352.jpg\" alt=\"\" class=\"wp-image-875\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-193-1024x352.jpg 1024w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-193-300x103.jpg 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-193-768x264.jpg 768w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-193.jpg 1107w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8bba\u6587\u6807\u9898\uff1aTowards Safe and Trustworthy Embodied AI: Foundations, Status, and Prospects<\/li>\n\n\n\n<li>\u4f5c\u8005\u56e2\u961f\uff1aXin Tan, Bangwei Liu, Yicheng Bao, Qijian Tian, Zhenkun Gao, Xiongbin Wu, Zhihao Luo, Sen Wang, Yuqi Zhang, Xuhong Wang, Chaochao Lu, Bowen Zhou<\/li>\n\n\n\n<li>\u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/openreview.net\/forum?id=Eu6Yt21Alv<\/li>\n\n\n\n<li>\u9879\u76ee\u4e3b\u9875\uff1ahttps:\/\/ai45lab.github.io\/Awesome-Trustworthy-Embodied-AI\/<\/li>\n<\/ul>\n\n\n\n<p><strong>\u672c\u6587\u6838\u5fc3\u8d21\u732e<\/strong><\/p>\n\n\n\n<p>\u4e0d\u540c\u4e8e\u4f20\u7edf\u7684\u7efc\u8ff0\u6587\u7ae0\uff0c\u4f5c\u8005\u4e0d\u4ec5\u68b3\u7406\u73b0\u72b6\uff0c\u66f4\u81f4\u529b\u4e8e<strong>\u5b9a\u4e49\u6982\u5ff5\u3001\u6784\u5efa\u4f53\u7cfb\u3001\u5e76\u63a2\u7d22\u672a\u6765\u65b9\u5411<\/strong>\u3002\u6838\u5fc3\u8d21\u732e\u5982\u4e0b\uff1a<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li><strong>\u9996\u6b21\u5b9a\u4e49\u65b0\u6982\u5ff5<\/strong>\uff1a\u672c\u6587\u6b63\u5f0f\u5f15\u5165\u5e76\u5b9a\u4e49<strong>\u300c\u5b89\u5168\u53ef\u4fe1\u5177\u8eab\u667a\u80fd\uff08Safe and Trustworthy EAI\uff09\u300d<\/strong>\uff0c\u5c06\u5176\u786e\u7acb\u4e3a\u4e00\u4e2a\u878d\u5408\u4e86\u667a\u80fd\u4f53\u5185\u90e8\u53ef\u9760\u6027\u4e0e\u5916\u90e8\u7269\u7406\u4e16\u754c\u5b89\u5168\u6027\u7684\u6574\u4f53\u6027\u7814\u7a76\u9886\u57df\u3002<\/li>\n\n\n\n<li><strong>\u63d0\u51fa\u9996\u4e2a\u6210\u719f\u5ea6\u6a21\u578b<\/strong>\uff1a\u521b\u65b0\u6027\u5730\u63d0\u51fa<strong>\u300c\u6253\u9020\u5b89\u5168 EAI (Make Safe EAI)\u300d\u7684\u4e94\u7ea7\uff08L1-L5\uff09\u6210\u719f\u5ea6\u6a21\u578b<\/strong>\u3002\u8be5\u6a21\u578b\u4e3a\u9886\u57df\u53d1\u5c55\u63d0\u4f9b\u4e86\u7b2c\u4e00\u4e2a\u6e05\u6670\u7684\u6f14\u8fdb\u8def\u7ebf\u56fe\uff0c\u6307\u660e\u4e86\u4ece\u88ab\u52a8\u3001\u5916\u90e8\u7684\u5b89\u5168\u300c\u8865\u4e01\u300d\u5230\u4e3b\u52a8\u3001\u5185\u751f\u7684\u3001\u5177\u5907\u81ea\u6211\u8fdb\u5316\u548c\u53ef\u9a8c\u8bc1\u80fd\u529b\u7684\u5b89\u5168\u7cfb\u7edf\u7684\u5fc5\u7ecf\u4e4b\u8def\u3002<\/li>\n\n\n\n<li><strong>\u6784\u5efa\u5168\u9762\u7684\u5206\u6790\u6846\u67b6<\/strong>\uff1a\u63d0\u51fa\u4e00\u4e2a\u5305\u542b<strong>\u300c\u53ef\u4fe1\u6027\u300d<\/strong>\u4e0e<strong>\u300c\u5b89\u5168\u6027\u300d<\/strong>\u4e24\u5927\u7ef4\u5ea6\u3001\u5171\u8ba1<strong>\u5341\u5927\u6838\u5fc3\u539f\u5219<\/strong>\u7684\u5b8c\u6574\u6846\u67b6\uff0c\u5e76\u57fa\u4e8e\u6b64\u5bf9\u9886\u57df\u73b0\u72b6\u8fdb\u884c\u4e86\u7cfb\u7edf\u6027\u68b3\u7406\u3002\u5b83\u4e3a\u7cfb\u7edf\u6027\u5730\u5206\u6790\u98ce\u9669\u3001\u5f52\u7c7b\u73b0\u6709\u7814\u7a76\u3001\u8bc6\u522b\u5173\u952e\u7a7a\u767d\u63d0\u4f9b\u4e86\u5f3a\u6709\u529b\u7684\u5de5\u5177\u3002<\/li>\n<\/ol>\n\n\n\n<p><strong>L1-L5\uff1a\u5b89\u5168\u53ef\u4fe1 EAI \u7684\u6f14\u8fdb\u8def\u7ebf\u56fe<\/strong><\/p>\n\n\n\n<p>\u4f5c\u8005\u8ba4\u4e3a\uff0c\u771f\u6b63\u7684\u5b89\u5168\u4e0d\u662f\u5728\u80fd\u529b\u4e4b\u4e0a\u7684\u300c\u9644\u52a0\u6a21\u5757\u300d\uff0c\u800c\u662f\u4e00\u79cd\u4e0e\u751f\u4ff1\u6765\u7684\u6838\u5fc3\u80fd\u529b\u3002\u524d\u8005\u53ea\u662f\u5b89\u5168\u53ef\u4fe1\u5177\u8eab\u7684\u8fc7\u6e21\u5f62\u6001\uff0c\u53ef\u4ee5\u79f0\u4e3a\u300cMake EAI Safe\u300d\uff1b\u800c\u4ed6\u4eec\u57fa\u4e8e R\u00b2AI \u4e2d\u7684\u4eba\u5de5\u667a\u80fd\u5b89\u5168\u7b49\u7ea7\uff0c\u63d0\u51fa\u4e86\u300cMake Safe EAI\u300d\u7684\u7406\u5ff5\uff0c\u6253\u9020\u5185\u751f\u5b89\u5168\u53ef\u4fe1\u7684\u5177\u8eab\u667a\u80fd\uff0c\u5e76\u5c06\u5176\u5212\u5206\u4e3a\u4e94\u4e2a\u6f14\u8fdb\u7b49\u7ea7\uff0c\u5982\u4e0b\u56fe\uff08\u56fe 2\uff09\u6240\u793a\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"464\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-192-1024x464.jpg\" alt=\"\" class=\"wp-image-874\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-192-1024x464.jpg 1024w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-192-300x136.jpg 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-192-768x348.jpg 768w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-192.jpg 1108w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><sup>\u56fe1 : \u6253\u9020\u5b89\u5168\u53ef\u4fe1\u5177\u8eab\u667a\u80fd\u7684\u4e94\u7ea7\u6210\u719f\u5ea6\u6a21\u578b\uff0c\u5c55\u793a\u4e86\u4ece\u57fa\u7840\u7684\u62b5\u6297\u529b\uff08L1-L2\uff09\u5230\u9ad8\u7ea7\u7684\u590d\u539f\u529b\uff08L3-L5\uff09\u7684\u6f14\u8fdb\u8def\u5f84\u3002<\/sup><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>L1: \u5bf9\u9f50 (Alignment) &#8211; \u57fa\u7840\u62b5\u6297\u529b\uff1a<\/strong>\u901a\u8fc7\u5927\u89c4\u6a21\u6570\u636e\u9a71\u52a8\u8bad\u7ec3\uff0c\u4f7f\u667a\u80fd\u4f53\u884c\u4e3a\u7b26\u5408\u57fa\u672c\u7684\u4eba\u7c7b\u4ef7\u503c\u89c2\u548c\u5b89\u5168\u89c4\u8303\u3002<\/li>\n\n\n\n<li><strong>L2: \u5e72\u9884 (Intervention) &#8211; \u76d1\u7763\u4e0b\u7684\u62b5\u6297\u529b\uff1a<\/strong>\u901a\u8fc7\u53ef\u89e3\u91ca\u6027\u4e0e\u4eba\u7c7b\u76d1\u7763\u5e72\u9884\u673a\u5236\uff0c\u786e\u4fdd\u4eba\u7c7b\u59cb\u7ec8\u5904\u4e8e\u6700\u9ad8\u63a7\u5236\u4f4d\u3002<\/li>\n\n\n\n<li><strong>L3: \u6a21\u4eff\u53cd\u601d (Mimetic Reflection) &#8211; \u57fa\u7840\u590d\u539f\u529b\uff1a<\/strong>\u667a\u80fd\u4f53\u901a\u8fc7\u6a21\u4eff\u548c\u5185\u5316\u7ecf\u8fc7\u9a8c\u8bc1\u7684\u5b89\u5168\u884c\u4e3a\u6a21\u677f\u6765\u5b66\u4e60\u5982\u4f55\u5b89\u5168\u5730\u6267\u884c\u4efb\u52a1\u3002<\/li>\n\n\n\n<li><strong>L4: \u8fdb\u5316\u53cd\u601d (Evolutionary Reflection) &#8211; \u81ea\u9002\u5e94\u590d\u539f\u529b\uff1a<\/strong>\u667a\u80fd\u4f53\u5177\u5907\u81ea\u6211\u6539\u8fdb\u673a\u5236\uff0c\u901a\u8fc7\u4e0e\u7269\u7406\u4e16\u754c\u7684\u6301\u7eed\u4e92\u52a8\uff0c\u81ea\u4e3b\u5b66\u4e60\u548c\u4f18\u5316\u5176\u5b89\u5168\u7b56\u7565\u3002<\/li>\n\n\n\n<li><strong>L5: \u53ef\u9a8c\u8bc1\u53cd\u601d (Verifiable Reflection) &#8211; \u53ef\u4fdd\u8bc1\u7684\u590d\u539f\u529b\uff1a<\/strong>\u667a\u80fd\u4f53\u7684\u5b89\u5168\u6027\u80fd\u7531\u63a7\u5236\u8bba\u7b49\u7406\u8bba\u63d0\u4f9b\u53ef\u9a8c\u8bc1\u7684\u3001\u6570\u5b66\u4e0a\u7684\u4fdd\u8bc1\uff0c\u662f\u5b89\u5168\u53ef\u4fe1\u7684\u6700\u9ad8\u5f62\u6001\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u5957\u6846\u67b6\u7684\u63d0\u51fa\u5e76\u975e\u51ed\u7a7a\u800c\u6765\uff0c\u800c\u662f\u5efa\u7acb\u5728\u6570\u5341\u5e74\u6765\u53ef\u4fe1\u8ba1\u7b97\u9886\u57df\u6f14\u8fdb\u7684\u57fa\u7840\u4e4b\u4e0a\u3002<strong>\u4ece\u53ef\u4fe1\u7cfb\u7edf\uff0c\u5230\u53ef\u4fe1 AI\uff0c\u518d\u5230\u4eca\u5929\u5173\u6ce8\u7684\u5b89\u5168\u53ef\u4fe1\u5177\u8eab AI<\/strong>\uff0c\u8fd9\u662f\u4e00\u4e2a\u4e0d\u65ad\u53d1\u5c55\u7684\u5386\u53f2\u8fdb\u7a0b\uff0c\u5982\u4e0b\u56fe\uff08\u56fe 3\uff09\u6240\u793a\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"689\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-194-1024x689.jpg\" alt=\"\" class=\"wp-image-876\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-194-1024x689.jpg 1024w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-194-300x202.jpg 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-194-768x516.jpg 768w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-194.jpg 1108w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><sup>\u56fe 2: \u53ef\u4fe1\u8ba1\u7b97\u7684\u6f14\u8fdb\u65f6\u95f4\u7ebf\uff0c\u6e05\u6670\u5730\u5c55\u793a\u4e86\u4ece\u7d2b\u8272\uff08\u53ef\u4fe1\u7cfb\u7edf\uff09\u3001\u84dd\u8272\uff08\u53ef\u4fe1 AI\uff09\u5230\u7eff\u8272\uff08\u5b89\u5168\u53ef\u4fe1\u5177\u8eab AI\uff09\u7684\u5386\u53f2\u8109\u7edc\u3002<\/sup><\/p>\n\n\n\n<p><strong>\u5341\u5927\u6838\u5fc3\u539f\u5219\uff1a\u7cfb\u7edf\u6027\u98ce\u9669\u5206\u6790\u7684\u57fa\u77f3<\/strong><\/p>\n\n\n\n<p>\u4e3a\u4e86\u5c06\u300c\u5b89\u5168\u53ef\u4fe1\u300d\u8fd9\u4e00\u5b8f\u89c2\u6982\u5ff5\u843d\u5730\uff0c\u4f5c\u8005\u5c06\u5176\u5206\u89e3\u4e3a\u4e24\u5927\u7ef4\u5ea6\u548c\u5341\u9879\u5177\u4f53\u539f\u5219\uff0c\u4e3a\u98ce\u9669\u5206\u6790\u4e0e\u7cfb\u7edf\u8bbe\u8ba1\u63d0\u4f9b\u4e86\u300c\u6807\u5c3a\u300d\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"505\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-196-1024x505.jpg\" alt=\"\" class=\"wp-image-878\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-196-1024x505.jpg 1024w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-196-300x148.jpg 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-196-768x378.jpg 768w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-196.jpg 1108w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><sup>\u56fe 3: \u5b89\u5168\u53ef\u4fe1 EAI \u7684\u5341\u5927\u6838\u5fc3\u539f\u5219\u6982\u89c8\uff0c\u5206\u4e3a\u53ef\u4fe1\u8d56\u6027\uff08\u4e0a\u6392\uff09\u548c\u5b89\u5168\u6027\uff08\u4e0b\u6392\uff09\u4e24\u4e2a\u7ef4\u5ea6\u3002<\/sup><\/p>\n\n\n\n<p>\u57fa\u4e8e\u6b64\u6846\u67b6\uff0c\u4f5c\u8005\u5bf9\u5f53\u524d\u7684\u7814\u7a76\u8d8b\u52bf\u8fdb\u884c\u4e86\u5b9a\u91cf\u5206\u6790\u3002\u5982\u4e0b\u56fe\uff08\u56fe 5\uff09\u6240\u793a\uff0c\u7814\u7a76\u53d1\u73b0\u7814\u7a76\u5de5\u4f5c\u4e3b\u8981\u96c6\u4e2d\u5728<strong>\u51c6\u786e\u6027\u3001\u53ef\u9760\u6027\u548c\u6297\u653b\u51fb\u6027\u4e0a\uff0c\u800c\u53ef\u5ba1\u8ba1\u6027\u3001\u53ef\u8fa8\u8bc6\u6027\u7b49\u539f\u5219\u4ecd\u6709\u5f85\u6df1\u5165\u63a2\u7d22<\/strong>\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1009\" height=\"1024\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-197-1009x1024.jpg\" alt=\"\" class=\"wp-image-879\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-197-1009x1024.jpg 1009w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-197-295x300.jpg 295w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-197-768x780.jpg 768w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-197.jpg 1108w\" sizes=\"auto, (max-width: 1009px) 100vw, 1009px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"850\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-198-1024x850.jpg\" alt=\"\" class=\"wp-image-880\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-198-1024x850.jpg 1024w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-198-300x249.jpg 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-198-768x638.jpg 768w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-198.jpg 1108w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><sup>\u56fe 4: \u5f53\u524d\u7814\u7a76\u7684\u5b9a\u91cf\u5206\u6790\u3002\u4e0a\u56fe\u4e3a\u5341\u5927\u539f\u5219\u7684\u5c42\u6b21\u7ed3\u6784\uff0c\u4e0b\u56fe\u4e3a\u5404\u539f\u5219\u4e0b\u7814\u7a76\u8bba\u6587\u6570\u91cf\u7684\u7edf\u8ba1\uff0c\u63ed\u793a\u4e86\u7814\u7a76\u70ed\u70b9\u4e0e\u7a7a\u767d\u3002<\/sup><\/p>\n\n\n\n<p><strong>\u56db\u5927\u9636\u6bb5\uff1a\u89e3\u6784\u5177\u8eab\u667a\u80fd\u7684\u5de5\u4f5c\u6d41\u4e0e\u98ce\u9669<\/strong><\/p>\n\n\n\n<p>\u4f5c\u8005\u5c06\u4e00\u4e2a\u5177\u8eab\u667a\u80fd\u4f53\u7684\u5de5\u4f5c\u6d41\u89e3\u6784\u4e3a\u56db\u4e2a\u6838\u5fc3\u9636\u6bb5\uff1a<strong>\u6307\u4ee4\u7406\u89e3\u3001\u73af\u5883\u611f\u77e5\u3001\u884c\u4e3a\u89c4\u5212\u548c\u7269\u7406\u4ea4\u4e92<\/strong>\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"421\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-199-1024x421.jpg\" alt=\"\" class=\"wp-image-881\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-199-1024x421.jpg 1024w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-199-300x123.jpg 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-199-768x315.jpg 768w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-199.jpg 1108w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><sup>\u56fe 5: \u5177\u8eab\u667a\u80fd\u4f53\u7684\u56db\u9636\u6bb5\u5de5\u4f5c\u6d41\uff0c\u5c55\u793a\u4e86\u4ece\u63a5\u6536\u7528\u6237\u6307\u4ee4\u5230\u6700\u7ec8\u5728\u7269\u7406\u4e16\u754c\u6267\u884c\u52a8\u4f5c\u7684\u5168\u8fc7\u7a0b\u3002<\/sup><\/p>\n\n\n\n<p>\u57fa\u4e8e\u6b64\u5de5\u4f5c\u6d41\uff0c\u6784\u5efa\u5168\u9762\u7684\u6587\u732e\u5206\u7c7b\u4f53\u7cfb\uff0c\u5982\u4e0b\u56fe\uff08\u56fe 7\uff09\u6240\u793a\uff0c\u7cfb\u7edf\u6027\u5730\u68b3\u7406\u4e86\u5728\u6bcf\u4e2a\u9636\u6bb5\u3001\u6bcf\u4e2a\u539f\u5219\u4e0b\u7684\u73b0\u6709\u7814\u7a76\u5de5\u4f5c\uff0c\u4e3a\u7814\u7a76\u8005\u63d0\u4f9b\u4e86\u6e05\u6670\u7684\u77e5\u8bc6\u56fe\u8c31\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"844\" height=\"1024\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-200-844x1024.jpg\" alt=\"\" class=\"wp-image-882\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-200-844x1024.jpg 844w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-200-247x300.jpg 247w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-200-768x932.jpg 768w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-200.jpg 1107w\" sizes=\"auto, (max-width: 844px) 100vw, 844px\" \/><\/figure>\n\n\n\n<p><sup>\u56fe 6: \u5b89\u5168\u53ef\u4fe1\u5177\u8eab AI \u7684\u6587\u732e\u5206\u7c7b\u4f53\u7cfb\u603b\u89c8\uff0c\u8be6\u7ec6\u6620\u5c04\u4e86\u76f8\u5173\u7814\u7a76\u5de5\u4f5c\u5230\u672c\u7814\u7a76\u7684\u6846\u67b6\u4e2d\u3002<\/sup><\/p>\n\n\n\n<p><strong>\u5b6a\u751f\u6a21\u62df\u5668\uff1a\u6784\u5efa\u4e0e\u6d4b\u8bd5\u53ef\u4fe1\u667a\u80fd\u4f53\u7684\u57fa\u77f3<\/strong><\/p>\n\n\n\n<p>\u9ad8\u8d28\u91cf\u7684\u5b6a\u751f\u6a21\u62df\u5668\u662f\u5f00\u53d1\u53ef\u4fe1 EAI \u4e0d\u53ef\u6216\u7f3a\u7684\u5de5\u5177\uff0c<strong>\u573a\u666f\u7684\u300c\u4fdd\u771f\u5ea6\u300d\u300c\u53ef\u5b9a\u5236\u6027\u300d\u548c\u73af\u5883\u7684\u300c\u53ef\u7f16\u8f91\u6027\u300d<\/strong>\u5bf9\u6b64\u81f3\u5173\u91cd\u8981\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"516\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-202-1024x516.jpg\" alt=\"\" class=\"wp-image-884\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-202-1024x516.jpg 1024w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-202-300x151.jpg 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-202-768x387.jpg 768w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-202.jpg 1108w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><sup>\u56fe 7: \u8bc4\u4f30 EAI \u6a21\u62df\u5668\u7684\u5173\u952e\u7ef4\u5ea6\u3002(A) \u573a\u666f\u4fdd\u771f\u5ea6\u5bf9\u6bd4\uff0c(B) \u4ece\u84dd\u56fe\u5230 3D \u4e16\u754c\u7684\u573a\u666f\u5b9a\u5236\u80fd\u529b\uff0c(C) \u6a21\u62df\u590d\u6742\u4ea4\u4e92\u7684\u73af\u5883\u53ef\u7f16\u8f91\u6027\u3002<\/sup><\/p>\n\n\n\n<p><strong>\u672a\u6765\u5c55\u671b\uff1a\u4ece\u5b64\u7acb\u4f18\u5316\u5230\u6574\u4f53\u95ed\u73af\u7684\u63a7\u5236\u8bba\u8303\u5f0f<\/strong><\/p>\n\n\n\n<p>\u4f5c\u8005\u8ba4\u4e3a\uff0c\u5f53\u524d\u7814\u7a76\u7684\u6700\u5927\u74f6\u9888\u5728\u4e8e<strong>\u5b64\u7acb\u5730\u4f18\u5316\u5355\u4e2a\u7ec4\u4ef6<\/strong>\u3002\u8981\u6784\u5efa\u771f\u6b63\u5b89\u5168\u53ef\u4fe1\u7684 EAI\uff0c\u5fc5\u987b\u8fdb\u884c\u4e00\u573a<strong>\u8303\u5f0f\u8f6c\u79fb<\/strong>\u3002<\/p>\n\n\n\n<p>\u4ed6\u4eec\u4e3b\u5f20\uff0c\u672a\u6765\u7684\u7814\u7a76\u5e94\u5c06\u667a\u80fd\u4f53\u89c6\u4e3a\u4e00\u4e2a<strong>\u5148\u8fdb\u7684\u81ea\u9002\u5e94\u63a7\u5236\u7cfb\u7edf\uff08Cybernetic System\uff09<\/strong>\uff0c\u5176 \u300c\u53ef\u4fe1\u8d56\u300d\u7684\u54c1\u8d28\u662f\u5728\u4e0e\u73af\u5883\u548c\u4eba\u7c7b\u7684\u6301\u7eed\u52a8\u6001\u4ea4\u4e92\u4e2d\u6d8c\u73b0\u51fa\u6765\u7684\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"286\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-201-1024x286.jpg\" alt=\"\" class=\"wp-image-883\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-201-1024x286.jpg 1024w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-201-300x84.jpg 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-201-768x215.jpg 768w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-201.jpg 1108w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><sup>\u56fe 8: \u4f5c\u8005\u56e2\u961f\u63d0\u51fa\u7684\u5177\u8eab\u667a\u80fd\u63a7\u5236\u8bba\u6846\u67b6\u3002\u667a\u80fd\u4f53\uff08Self\uff09\u3001\u4e16\u754c\uff08World\uff09\u548c\u4e92\u52a8\uff08Interaction\uff09\u6784\u6210\u4e86\u4e00\u4e2a\u95ed\u73af\u7cfb\u7edf\uff0c\u901a\u8fc7\u300c\u884c\u52a8 &#8211; \u53cd\u9988 &#8211; \u6f14\u5316 &#8211; \u534f\u4f5c\u300d\u7684\u5faa\u73af\uff0c\u4e0d\u65ad\u6d8c\u73b0\u51fa\u53ef\u4fe1\u8d56\u6027\u3002<\/sup><\/p>\n\n\n\n<p>\u8fd9\u4e00\u672a\u6765\u7684\u95ed\u73af\u7cfb\u7edf\u5efa\u7acb\u5728\u4e09\u5927\u652f\u67f1\u4e4b\u4e0a\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4e16\u754c (The World)\uff1a\u6784\u5efa\u9ad8\u4fdd\u771f\u3001\u53ef\u6269\u5c55\u3001\u53ef\u4ea4\u4e92<\/strong>\u7684\u865a\u62df\u73af\u5883\uff0c\u5f25\u5408\u6a21\u62df\u4e0e\u73b0\u5b9e\u7684\u9e3f\u6c9f\u3002\u5982\u4e0b\u56fe\uff08\u56fe 10\uff09\u6240\u793a\uff0c\u5f53\u524d\u6280\u672f\u96be\u4ee5\u540c\u65f6\u6ee1\u8db3\u8fd9\u4e09\u70b9\uff0c\u662f\u672a\u6765\u9700\u8981\u653b\u514b\u7684\u300c\u4e0d\u53ef\u80fd\u4e09\u89d2\u300d\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"485\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-203-1024x485.jpg\" alt=\"\" class=\"wp-image-885\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-203-1024x485.jpg 1024w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-203-300x142.jpg 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-203-768x364.jpg 768w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-203.jpg 1108w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><sup>\u00a0 \u00a0 \u00a0 \u56fe 9: \u73b0\u6709\u865a\u62df\u73af\u5883\uff08\u5de6\uff09\u4e0e\u7406\u60f3\u7684\u865a\u62df\u4e16\u754c\uff08\u53f3\uff09\u7684\u5bf9\u6bd4\u3002<\/sup><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u81ea\u6211 (The Self)<\/strong>\uff1a\u53d1\u5c55\u80fd\u591f<strong>\u81ea\u6211\u8fdb\u5316<\/strong>\u7684\u667a\u80fd\u4f53\uff0c\u4ece\u300c\u9884\u8bad\u7ec3\u7684\u96d5\u50cf\u300d\u8f6c\u53d8\u4e3a\u80fd\u591f\u7ec8\u8eab\u5b66\u4e60\u7684\u751f\u547d\u4f53\u3002\u5982\u4e0b\u56fe\uff08\u56fe 11\uff09\u6240\u793a\uff0c\u4e0b\u4e00\u4ee3\u8bb0\u5fc6\u7cfb\u7edf\u5c06\u662f\u5b9e\u73b0\u81ea\u6211\u8fdb\u5316\u7684\u6838\u5fc3\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"385\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-204-1024x385.jpg\" alt=\"\" class=\"wp-image-886\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-204-1024x385.jpg 1024w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-204-300x113.jpg 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-204-768x289.jpg 768w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-204.jpg 1108w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><sup>\u56fe 10: \u5b9e\u73b0\u4e0b\u4e00\u4ee3\u53ef\u8fdb\u5316\u7684\u5177\u8eab\u667a\u80fd\u4f53\uff0c\u7ea2\u8272\u90e8\u5206\uff08\u5982\u4e3b\u52a8\u611f\u77e5\u3001\u8bb0\u5fc6\u538b\u7f29\u3001\u8bb0\u5fc6\u7f16\u8f91\u4e0e\u5171\u4eab\uff09\u4ee3\u8868\u4e9f\u5f85\u53d1\u5c55\u7684\u5173\u952e\u6280\u672f\u3002<\/sup><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4e92\u52a8 (The Interaction)<\/strong>\uff1a\u8bbe\u8ba1<strong>\u65e0\u7f1d\u7684\u534f\u540c\u67b6\u6784<\/strong>\uff0c\u6574\u5408\u5185\u90e8\u7684\u300c\u8eab\u8111\u534f\u540c\u300d\u3001\u5916\u90e8\u7684\u300c\u591a\u667a\u80fd\u4f53\u534f\u4f5c\u300d\u4e0e\u300c\u4eba\u673a\u534f\u540c\u300d\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"261\" src=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-205-1024x261.jpg\" alt=\"\" class=\"wp-image-887\" srcset=\"http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-205-1024x261.jpg 1024w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-205-300x76.jpg 300w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-205-768x195.jpg 768w, http:\/\/www.applicationsofllm.com\/wp-content\/uploads\/2025\/09\/image-205.jpg 1108w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><sup>&nbsp; &nbsp; &nbsp; \u56fe 12: \u5b9e\u73b0\u65e0\u7f1d\u534f\u540c\u7684\u4e09\u4e2a\u5173\u952e\u6e20\u9053\uff1a\u5185\u90e8\uff08\u8eab\u8111\uff09\u3001\u591a\u667a\u80fd\u4f53\u548c\u4eba\u673a\u4e92\u52a8\u3002<\/sup><\/p>\n\n\n\n<p><strong>\u603b\u7ed3<\/strong><\/p>\n\n\n\n<p>\u672c\u6587\u4e0d\u4ec5\u662f\u5bf9\u5b89\u5168\u53ef\u4fe1\u5177\u8eab\u667a\u80fd\u9886\u57df\u7684\u5168\u9762\u68b3\u7406\uff0c\u66f4\u662f\u4e00\u4efd\u884c\u52a8\u5021\u8bae\u548c\u672a\u6765\u8def\u7ebf\u56fe\u3002\u4f5c\u8005\u5e0c\u671b\u901a\u8fc7\u63d0\u51fa\u7684\u5168\u65b0\u6846\u67b6\u3001\u6210\u719f\u5ea6\u6a21\u578b\u548c\u63a7\u5236\u8bba\u8303\u5f0f\uff0c\u4e3a\u793e\u533a\u63d0\u4f9b\u4e00\u4e2a\u7edf\u4e00\u7684\u8bed\u8a00\u548c\u5171\u540c\u7684\u76ee\u6807\uff0c\u5171\u540c\u63a8\u52a8\u4e0b\u4e00\u4ee3\u4e0d\u4ec5\u5f3a\u5927\uff0c\u800c\u4e14\u4ece\u6839\u672c\u4e0a\u5b89\u5168\u3001\u771f\u6b63\u503c\u5f97\u4fe1\u8d56\u7684\u5177\u8eab\u667a\u80fd\u7684\u5230\u6765\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u8fd1\u5e74\u6765\uff0c\u4ee5\u4eba\u5f62\u673a\u5668\u4eba\u3001\u81ea\u52a8\u9a7e\u9a76\u4e3a\u4ee3\u8868\u7684\u5177\u8eab\u4eba\u5de5\u667a\u80fd\uff08Embodied Artificial Intellige [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":877,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[10],"tags":[],"class_list":["post-873","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-10"],"_links":{"self":[{"href":"http:\/\/www.applicationsofllm.com\/index.php\/wp-json\/wp\/v2\/posts\/873","targetHints":{"allow":["GET"]}}],"collection":[{"href":"http:\/\/www.applicationsofllm.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"http:\/\/www.applicationsofllm.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"http:\/\/www.applicationsofllm.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"http:\/\/www.applicationsofllm.com\/index.php\/wp-json\/wp\/v2\/comments?post=873"}],"version-history":[{"count":1,"href":"http:\/\/www.applicationsofllm.com\/index.php\/wp-json\/wp\/v2\/posts\/873\/revisions"}],"predecessor-version":[{"id":888,"href":"http:\/\/www.applicationsofllm.com\/index.php\/wp-json\/wp\/v2\/posts\/873\/revisions\/888"}],"wp:featuredmedia":[{"embeddable":true,"href":"http:\/\/www.applicationsofllm.com\/index.php\/wp-json\/wp\/v2\/media\/877"}],"wp:attachment":[{"href":"http:\/\/www.applicationsofllm.com\/index.php\/wp-json\/wp\/v2\/media?parent=873"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"http:\/\/www.applicationsofllm.com\/index.php\/wp-json\/wp\/v2\/categories?post=873"},{"taxonomy":"post_tag","embeddable":true,"href":"http:\/\/www.applicationsofllm.com\/index.php\/wp-json\/wp\/v2\/tags?post=873"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}