{"id":64527,"date":"2025-09-16T22:46:09","date_gmt":"2025-09-16T14:46:09","guid":{"rendered":"https:\/\/swarma.org\/?p=64527"},"modified":"2025-09-16T22:46:09","modified_gmt":"2025-09-16T14:46:09","slug":"%e4%bb%8e%e7%a7%8d%e5%ad%90ai%e5%88%b0%e5%a5%87%e7%82%b9-%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e7%9a%84%e9%80%92%e5%bd%92%e5%bc%8f%e8%87%aa%e6%88%91%e6%94%b9%e8%bf%9b","status":"publish","type":"post","link":"https:\/\/swarma.org\/?p=64527","title":{"rendered":"\u4ece\u79cd\u5b50AI\u5230\u5947\u70b9\u2014\u2014\u4eba\u5de5\u667a\u80fd\u7684\u9012\u5f52\u5f0f\u81ea\u6211\u6539\u8fdb"},"content":{"rendered":"
\n
\n
\n
\n
\n
\n
\n
\n
\n
<\/section>\n<\/section>\n
\n
\n
\n
\n
\n
\n

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

\u5bfc\u8bed<\/span><\/strong><\/p>\n<\/section>\n<\/section>\n

\n

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

<\/strong>\u9012\u5f52\u81ea\u6539\u8fdb\uff08Recursive Self-Improvement, RSI\uff09\u8f6f\u4ef6\u4e00\u76f4\u662f\u8ba1\u7b97\u673a\u79d1\u5b66\u5bb6\u4eec\u5fc3\u4e2d\u7684\u5723\u676f\u3002\u8fd9\u4e2a\u6982\u5ff5\u4e0d\u4ec5\u4ee3\u8868\u7740\u521b\u9020\u80fd\u591f\u81ea\u6211\u8fdb\u5316\u7684\u667a\u80fd\u7cfb\u7edf\u8fd9\u4e00\u5b8f\u4f1f\u76ee\u6807\uff0c\u66f4\u89e6\u53ca\u4e86\u54f2\u5b66\u3001\u8ba1\u7b97\u7406\u8bba\u548c\u4f26\u7406\u5b66\u7684\u6838\u5fc3\u95ee\u9898\u3002Roman V. Yampolskiy \u6559\u6388\u5728\u5176\u8bba\u6587\u300aFrom Seed AI to Technological Singularity via Recursively Self-Improving Software\u300b\u4e2d\uff0c\u4e3a\u8fd9\u4e00\u9886\u57df\u63d0\u4f9b\u4e86\u4e00\u4efd\u5177\u6709\u91cc\u7a0b\u7891\u610f\u4e49\u7684\u7efc\u8ff0\u3002\u4f5c\u4e3a\u8def\u6613\u65af\u7ef4\u5c14\u5927\u5b66\u7684\u6559\u6388\uff0cYampolskiy \u4ee5\u5176\u5728AI\u5b89\u5168\u9886\u57df\u7684\u6df1\u5165\u7814\u7a76\u800c\u95fb\u540d\u3002\u8fd9\u7bc7\u8bba\u6587\u867d\u7136\u53d1\u8868\u4e8e2015\u5e74\u524d\u540e\uff0c\u4f46\u5176\u6d1e\u89c1\u5728\u4eca\u5929\u4ecd\u7136\u5177\u6709\u91cd\u8981\u610f\u4e49\uff0c\u7279\u522b\u662f\u5728\u5927\u578b\u8bed\u8a00\u6a21\u578b\u5f00\u59cb\u5c55\u73b0\u81ea\u9002\u5e94\u5b66\u4e60\u80fd\u529b\u7684\u5f53\u4e0b\u3002\u672c\u6587\u7684\u6838\u5fc3\u89c2\u70b9\u662f\uff1aRSI \u8f6f\u4ef6\u7edd\u975e\u7b80\u5355\u7684\u7a0b\u5e8f\u4f18\u5316\uff0c\u800c\u662f\u53ef\u80fd\u5f15\u53d1\u201c\u667a\u80fd\u7206\u70b8\u201d\u7684\u5f3a\u5927\u50ac\u5316\u5242\u3002\u8fd9\u4e2a\u8fc7\u7a0b\u4ece\u4e00\u4e2a\u76f8\u5bf9\u7b80\u5355\u7684\u201c\u79cd\u5b50AI\u201d\u5f00\u59cb\uff0c\u901a\u8fc7\u4e0d\u65ad\u7684\u81ea\u6211\u6539\u8fdb\uff0c\u6700\u7ec8\u53ef\u80fd\u901a\u5f80\u6280\u672f\u5947\u70b9\u3002\u7136\u800c\uff0cYampolskiy \u5e76\u975e\u76f2\u76ee\u7684\u6280\u672f\u4e50\u89c2\u4e3b\u4e49\u8005\uff0c\u4ed6\u6e05\u9192\u5730\u6307\u51fa\u4e86\u8ba1\u7b97\u7269\u7406\u6781\u9650\u3001\u5f15\u5bfc\u8c2c\u8bef\u548c\u6f5c\u5728\u5b89\u5168\u9690\u60a3\u7b49\u91cd\u5927\u6311\u6218\u3002<\/span><\/span><\/strong><\/p>\n


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

\u5173\u952e\u8bcd\uff1a\u9012\u5f52\u81ea\u6539\u8fdb\uff0c\u667a\u80fd\u7206\u70b8\uff0c\u79cd\u5b50AI<\/span><\/strong><\/strong><\/span><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n

\n
\n
\n
<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
\n
\"\u56fe\u7247\"<\/span><\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n
\u73ed\u5d2d\u4e28\u4f5c\u8005<\/span><\/span>
<\/span><\/section>\n
\u5468\u8389\u4e28\u5ba1\u6821<\/span><\/span><\/section>\n<\/section>\n


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

\n

\u8bba\u6587\u9898\u76ee\uff1aFrom Seed AI to Technological Singularity via Recursively Self-Improving Software<\/span><\/p>\n

\u8bba\u6587\u5730\u5740\uff1ahttps:\/\/arxiv.org\/abs\/1502.06512<\/span><\/p>\n<\/blockquote>\n


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

Yampolskiy \u66fe\u8b66\u544a\u79f0\uff0c \u9ad8\u7ea7\u4eba\u5de5\u667a\u80fd\u53ef\u80fd\u5e26\u6765\u751f\u5b58\u98ce\u9669 \uff0c\u5e76\u63d0\u5021\u7814\u7a76\u201c\u9650\u5236\u201d\u4eba\u5de5\u667a\u80fd\u3002<\/span> ([ 5 ]) <\/span>\u66f4\u5e7f\u6cdb\u5730\u8bf4\uff0cYampolskiy \u548c\u4ed6\u7684\u5408\u4f5c\u8005 Micha\u00ebl Trazzi \u5728 2018 \u5e74\u63d0\u8bae\u5728\u5177\u6709\u6f5c\u5728\u5371\u9669\u7684\u4eba\u5de5\u667a\u80fd\u4e2d\u5f15\u5165\u201c\u963f\u5580\u7409\u65af\u4e4b\u8e35\u201d\uff0c\u4f8b\u5982\u7981\u6b62\u4eba\u5de5\u667a\u80fd\u8bbf\u95ee\u548c\u4fee\u6539\u5176\u81ea\u8eab\u7684\u6e90\u4ee3\u7801\u30022024 \u5e74\u5728 Lex Fridman \u64ad\u5ba2\u4e2d\u9884\u6d4b\uff0c\u4eba\u5de5\u667a\u80fd\u5728\u672a\u6765\u4e00\u767e\u5e74\u5185\u5bfc\u81f4\u4eba\u7c7b\u706d\u7edd\u7684\u53ef\u80fd\u6027\u201c\u9ad8\u8fbe 99.9%\u201d\u3002<\/span><\/span><\/p>\n

https:\/\/www.wikiwand.com\/en\/articles\/Roman_Yampolskiy<\/span><\/span><\/p>\n

1. Yampolskiy, R. V. (2015). Analysis of types of self-improving software. Artificial General Intelligence: 8th International Conference, AGI 2015, AGI 2015, Berlin, Germany, July 22\u201325, 2015, Proceedings 8, Springer.<\/span><\/span><\/p>\n


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


<\/span><\/h2>\n

\n
\n
\n
\n
\n

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

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

\u5386\u53f2\u8109\u7edc\uff1a\u4ece\u56fe\u7075\u7684\u6d1e\u5bdf\u5230\u667a\u80fd\u7206\u70b8\u7406\u8bba<\/span><\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

\n

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

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


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

\u8981\u7406\u89e3 RSI \u7684\u6982\u5ff5\uff0c\u6211\u4eec\u9700\u8981\u56de\u5230\u8ba1\u7b97\u673a\u79d1\u5b66\u7684\u8d77\u6e90\u3002\u65e9\u5728 1950 \u5e74\uff0cAlan Turing \u5c31\u63d0\u51fa\u4e86\u4e00\u4e2a\u5bcc\u6709\u6d1e\u5bdf\u529b\u7684\u60f3\u6cd5\uff1a\u4e0e\u5176\u8bd5\u56fe\u76f4\u63a5\u521b\u9020\u6210\u4eba\u6c34\u5e73\u7684\u667a\u80fd\uff0c\u4e0d\u5982\u6a21\u62df\u513f\u7ae5\u5927\u8111\uff0c\u7136\u540e\u901a\u8fc7\u201c\u6559\u80b2\u201d\u8fc7\u7a0b\u8ba9\u5176\u6210\u957f[1]\u3002\u8fd9\u4e2a\u60f3\u6cd5\u4e3a\u540e\u6765\u7684 RSI \u7406\u8bba\u5960\u5b9a\u4e86\u57fa\u7840\u30021966 \u5e74\u6210\u4e3a\u4e86\u4e00\u4e2a\u5173\u952e\u5e74\u4efd\u3002\u53e4\u5fb7<\/span>\uff08I.J. Good\uff09<\/span>\u3001\u9a6c\u6587\u00b7\u660e\u65af\u57fa<\/span>\uff08Marvin Minsky\uff09<\/span>\u548c\u51af\u00b7\u8bfa\u4f0a\u66fc<\/span>\uff08John von Neumann\uff09<\/span>\u51e0\u4e4e\u540c\u65f6\u9884\u8a00\u4e86\u201c\u667a\u80fd\u7206\u70b8\u201d\u7684\u53ef\u80fd\u6027\u3002Good[2] \u7684\u8868\u8ff0\u6700\u4e3a\u7ecf\u5178\uff1a\u8d85\u667a\u80fd\u673a\u5668\u80fd\u591f\u8bbe\u8ba1\u51fa\u6bd4\u81ea\u5df1\u66f4\u4f18\u79c0\u7684\u673a\u5668\uff0c\u8fd9\u5c06\u5bfc\u81f4\u667a\u80fd\u7684\u6307\u6570\u7ea7\u589e\u957f\uff0c\u6700\u7ec8\u5f15\u53d1\u4e00\u573a\u201c\u667a\u80fd\u5927\u7206\u70b8\u201d\uff0c\u5c06\u4eba\u7c7b\u667a\u6167\u8fdc\u8fdc\u7529\u5728\u8eab\u540e\u3002\u56e0\u6b64\uff0c\u7b2c\u4e00\u53f0\u8d85\u667a\u80fd\u673a\u5668\u53ef\u80fd\u6210\u4e3a\u4eba\u7c7b\u9700\u8981\u53d1\u660e\u7684\u6700\u540e\u4e00\u9879\u6280\u672f\u3002<\/span><\/span><\/p>\n


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

\u51af\u00b7\u8bfa\u4f0a\u66fc\u7684\u8d21\u732e\u5728\u4e8e\u4ed6\u8bc6\u522b\u51fa\u4e86\u590d\u6742\u6027\u7684\u4e00\u4e2a\u5173\u952e\u7279\u6027\uff1a\u5b58\u5728\u4e00\u4e2a\u4e34\u754c\u9608\u503c\u3002\u5f53\u7cfb\u7edf\u590d\u6742\u6027\u4f4e\u4e8e\u8fd9\u4e2a\u9608\u503c\u65f6\uff0c\u5408\u6210\u8fc7\u7a0b\u4f1a\u9010\u6e10\u9000\u5316\uff1b\u4f46\u4e00\u65e6\u8d85\u8fc7\u4e34\u754c\u9608\u503c\uff0c\u5728\u9002\u5f53\u6761\u4ef6\u4e0b\uff0c\u5408\u6210\u73b0\u8c61\u5c31\u53ef\u80fd\u5448\u73b0\u7206\u53d1\u5f0f\u589e\u957f\u3002\u6362\u53e5\u8bdd\u8bf4\uff0c\u81ea\u52a8\u673a\u5c06\u80fd\u591f\u4ea7\u751f\u6bd4\u81ea\u8eab\u66f4\u590d\u6742\u3001\u66f4\u5f3a\u5927\u7684\u5176\u4ed6\u81ea\u52a8\u673a[3]\u3002<\/span><\/span><\/p>\n


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

Yampolskiy \u5de7\u5999\u5730\u5c06\u8fd9\u4e9b\u5386\u53f2\u89c2\u70b9\u4e0e\u5f53\u4ee3\u7814\u7a76\u76f8\u7ed3\u5408\uff0c\u7279\u522b\u662f Omohundro \u7684\u201c\u6548\u7387\u9a71\u52a8\u201d\u7406\u8bba\u548c Yudkowsky \u7684\u4f18\u5316\u6982\u5ff5\u3002\u4f46\u4ed6\u5f3a\u8c03\uff0c\u771f\u6b63\u7684 RSI \u9700\u8981\u7cbe\u786e\u7684\u5b9a\u4e49\u3002\u5bf9\u4e8e\u4e13\u95e8\u5b8c\u6210\u7279\u5b9a\u4efb\u52a1\u7684\u7b97\u6cd5\uff0c\u6539\u8fdb\u76f8\u5bf9\u5bb9\u6613\u5b9a\u4e49\uff1a\u66f4\u5feb\u7684\u6267\u884c\u901f\u5ea6\u3001\u66f4\u4f4e\u7684\u8d44\u6e90\u6d88\u8017\u3001\u66f4\u5c11\u7684\u9519\u8bef\u7387\u3002\u4f46\u5bf9\u4e8e\u901a\u7528\u667a\u80fd\u8f6f\u4ef6\uff0c\u60c5\u51b5\u53d8\u5f97\u590d\u6742\u5f97\u591a\u3002\u67d0\u4e00\u9886\u57df\u7684\u6539\u8fdb\u53ef\u80fd\u5bfc\u81f4\u5176\u4ed6\u9886\u57df\u6027\u80fd\u7684\u4e0b\u964d\uff0c\u8fd9\u4f7f\u5f97\u6211\u4eec\u96be\u4ee5\u7b80\u5355\u5730\u65ad\u8a00\u65b0\u7248\u672c\u786e\u5b9e\u5b9e\u73b0\u4e86\u6574\u4f53\u6539\u8fdb\u3002\u66f4\u91cd\u8981\u7684\u662f\uff0c\u771f\u6b63\u7684 RSI \u8981\u6c42\u7cfb\u7edf\u4e0d\u4ec5\u8981\u201c\u53d8\u597d\u201d\uff0c\u8fd8\u8981\u201c\u6301\u7eed\u53d8\u597d\u201d\u2014\u2014\u5373\u5728\u81ea\u6211\u4f18\u5316\u80fd\u529b\u4e0a\u5b9e\u73b0\u5f00\u653e\u5f0f\u7684\u63d0\u5347\u3002\u8fd9\u91cc\u51fa\u73b0\u4e86\u4e00\u4e2a\u6df1\u523b\u7684\u54f2\u5b66\u95ee\u9898\uff1a\u5982\u679c\u4e00\u4e2a\u7cfb\u7edf\u7684\u6e90\u4ee3\u7801\u88ab\u5b8c\u5168\u66ff\u6362\uff0c\u5b83\u8fd8\u662f\u539f\u6765\u7684\u201c\u81ea\u5df1\u201d\u5417\uff1f\u4e3a\u4e86\u907f\u5f00\u8fd9\u4e2a\u54f2\u5b66\u9677\u9631\uff0cYampolskiy \u5efa\u8bae\u5c06\u7126\u70b9\u4ece\u201c\u81ea\u6211\u201d\u8f6c\u5411\u201c\u9012\u5f52\u6e90\u4ee3\u7801\u6539\u8fdb\u201d\u3002\u4e00\u4e2a\u751f\u52a8\u7684\u4f8b\u5b50\u662f\u5143\u7f16\u8bd1\u8fc7\u7a0b\uff1a\u5c06\u4e00\u4e2a\u4f18\u5316\u7f16\u8bd1\u5668\u5e94\u7528\u4e8e\u5176\u81ea\u8eab\u7684\u6e90\u4ee3\u7801\u3002\u9996\u6b21\u5e94\u7528\u53ef\u80fd\u4ea7\u751f20%\u7684\u6548\u7387\u63d0\u5347\uff0c\u7b2c\u4e8c\u6b21\u5e94\u7528\u63d0\u53473%\uff0c\u7ecf\u8fc7\u6570\u6b21\u9012\u5f52\u8fed\u4ee3\u540e\uff0c\u6700\u7ec8\u6536\u655b\u81f3\u96f6\u6539\u8fdb\u7684\u56fa\u5b9a\u70b9\u3002\u8fd9\u63d0\u9192\u6211\u4eec\uff0cRSI \u5e76\u975e\u7b80\u5355\u7684\u786c\u4ef6\u6269\u5c55\uff0c\u800c\u9700\u8981\u8f6f\u4ef6\u7b97\u6cd5\u7684\u5143\u521b\u65b0<\/span>\uff08meta-improvement\uff09<\/span>\u3002<\/span><\/span><\/p>\n


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

<\/section>\n


<\/span><\/h2>\n


<\/span><\/h2>\n


<\/span><\/h2>\n

\n
\n
\n
\n
\n

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

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

\u81ea\u6539\u8fdb\u8f6f\u4ef6\u7684\u5206\u7c7b\u4f53\u7cfb<\/span><\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

\n

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

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


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

Yampolskiy \u63d0\u51fa\u4e86\u4e00\u4e2a\u6e05\u6670\u7684\u4e09\u5c42\u5206\u7c7b\u4f53\u7cfb\u6765\u7406\u89e3\u4e0d\u540c\u7c7b\u578b\u7684\u81ea\u6539\u8fdb\u8f6f\u4ef6\u3002\u6700\u57fa\u7840\u7684\u662f\u81ea\u4fee\u6539\uff0c\u4e3b\u8981\u7528\u4e8e\u6539\u53d8\u4ee3\u7801\u7684\u5916\u89c2\u800c\u4e0d\u63d0\u5347\u6027\u80fd\uff0c\u5178\u578b\u5e94\u7528\u5305\u62ec\u4ee3\u7801\u6df7\u6dc6\u3001\u591a\u6001\u4ee3\u7801\u548c\u53d8\u5f02\u4ee3\u7801\uff0c\u4e3b\u8981\u7528\u4e8e\u75c5\u6bd2\u9690\u85cf\u6216\u8f6f\u4ef6\u4fdd\u62a4\u3002\u8fd9\u4e9b\u6280\u672f\u5728\u7f51\u7edc\u5b89\u5168\u9886\u57df\u5e38\u89c1\uff0c\u4f46\u4e0e\u667a\u80fd\u63d0\u5347\u65e0\u5173\u3002\u7b2c\u4e8c\u5c42\u662f\u81ea\u6539\u8fdb\uff0c\u5141\u8bb8\u7cfb\u7edf\u4f18\u5316\u53c2\u6570\u6216\u9002\u5e94\u73af\u5883\u53d8\u5316\u3002\u4f8b\u5982\uff0c\u9057\u4f20\u7b97\u6cd5\u901a\u8fc7\u9002\u5e94\u5ea6\u51fd\u6570\u4f18\u5316\u6a21\u5757\u5316\u4ee3\u7801\uff0c\u5143\u63a8\u7406\u9009\u62e9\u6700\u4f73\u7b97\u6cd5\u3002\u4f46\u8fd9\u7c7b\u6539\u8fdb\u53d7\u5230\u6536\u76ca\u9012\u51cf\u5b9a\u5f8b\u7684\u5236\u7ea6\uff1a\u521d\u59cb\u7684\u201c\u4f4e\u5782\u679c\u5b9e\u201d\u6548\u5e94\u663e\u8457<\/span>\uff08\u53ef\u80fd\u8fbe\u523020%\u7684\u63d0\u5347\uff09<\/span>\uff0c\u4f46\u540e\u7eed\u6539\u8fdb\u9010\u6e10\u8d8b\u4e8e\u96f6\uff0c\u5f62\u6210\u5178\u578b\u7684\u949f\u5f62\u66f2\u7ebf\u3002\u8fd9\u90e8\u5206\u4e0e\u673a\u5668\u5b66\u4e60\u4e2d\u7684\u201c\u5b66\u4e60\u5982\u4f55\u5b66\u4e60\u201d\u9ad8\u5ea6\u91cd\u5408\uff0c\u4f46 Yampolskiy \u5f3a\u8c03\u5176\u975e\u9012\u5f52\u6027\uff1a\u7cfb\u7edf\u4e2d\u4e00\u4e2a\u7ec4\u4ef6\u6267\u884c\u4f18\u5316\uff0c\u53e6\u4e00\u4e2a\u7ec4\u4ef6\u88ab\u4f18\u5316\u7684\u60c5\u5883\u3002<\/span><\/span><\/p>\n


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

\u6700\u9ad8\u5c42\u6b21\u662f\u9012\u5f52\u81ea\u6539\u8fdb\uff0c\u8fd9\u662f\u552f\u4e00\u80fd\u591f\u591a\u6b21\u66ff\u6362\u6838\u5fc3\u7b97\u6cd5\u7684\u7c7b\u578b\u3002\u65b0\u7248\u672c\u4e0d\u4ec5\u8981\u5728\u6574\u4f53\u6027\u80fd\u4e0a\u4f18\u4e8e\u65e7\u7248\u672c\uff0c\u66f4\u8981\u5728\u6539\u8fdb\u81ea\u8eab\u7684\u80fd\u529b\u4e0a\u8d85\u8d8a\u524d\u4ee3\u3002Yampolskiy \u5217\u4e3e\u4e86 AI \u76f8\u5bf9\u4e8e\u4eba\u7c7b\u7a0b\u5e8f\u5458\u7684\u4f18\u52bf\uff1a\u6301\u4e45\u5de5\u4f5c\u3001\u65e0\u504f\u89c1\u3001\u53ef\u590d\u5236\u7b49\u3002Chalmers \u63d0\u4f9b\u4e86\u4e00\u4e2a\u6570\u5b66\u5f52\u7eb3\u8bc1\u660e\uff1a\u5982\u679c AI\u2080 \u80fd\u4ea7\u751f\u7565\u4f18\u7684 AI\u2081\uff0c\u90a3\u4e48n\u4ee3\u540e\u5c31\u80fd\u8fbe\u5230\u8d85\u667a\u80fd\u3002\u8fd9\u4e2a\u8bc1\u660e\u57fa\u4e8e\u201c\u6bd4\u4f8b\u8bba\u201d\u2014\u2014\u667a\u80fd\u7684\u63d0\u5347\u5c06\u6210\u6bd4\u4f8b\u5730\u589e\u5f3a\u8bbe\u8ba1\u672a\u6765AI\u7684\u80fd\u529b\u3002Yampolskiy \u8fdb\u4e00\u6b65\u7ec6\u5206\u4e86 RSI \u7684\u7279\u5f81\uff1a\u6309\u6539\u8fdb\u6b21\u6570\u5206\u4e3a\u5355\u6b21\u3001\u591a\u6b21\u6216\u65e0\u9650\u6b21\u6539\u8fdb\uff1b\u6309\u53d1\u73b0\u65b9\u5f0f\u5206\u4e3a\u66b4\u529b\u641c\u7d22<\/span>\uff08\u5982Levin\u641c\u7d22\u3001G\u00f6del\u673a\u5668\uff09<\/span>\u4e0e\u79d1\u5b66\u5de5\u7a0b\u65b9\u6cd5\uff1b\u6309\u7cfb\u7edf\u7c7b\u578b\u5206\u4e3a\u7eaf AI \u7cfb\u7edf\u4e0e AI-\u4eba\u7c7b \u6df7\u5408\u56e2\u961f\uff1b\u8fd8\u6709\u5404\u79cd\u4e8c\u5143\u5c5e\u6027\u5982\u667a\u80fd\u4e0d\u964d<\/span>\uff08decrease in intelligence\uff09<\/span>\u3001\u4e0d\u53d8\u4ee3\u7801\u6bb5\u3001\u9694\u79bb\u4e0e\u4ea4\u4e92\u3001\u53ef\u6682\u505c\u7b49\u3002<\/span><\/span><\/p>\n


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


<\/span><\/h2>\n

\n
\n
\n
\n
\n

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

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

RSI \u9762\u4e34\u7684\u6839\u672c\u9650\u5236<\/span><\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

\n

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

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


<\/span><\/h2>\n

\u7136\u800c\uff0cYampolskiy \u5e76\u4e0d\u56de\u907f RSI \u53ef\u80fd\u9762\u4e34\u7684\u6839\u672c\u6027\u969c\u788d\uff0c\u8fd9\u90e8\u5206\u5206\u6790\u5c24\u4e3a\u4e25\u8c28\u3002\u9996\u5148\u662f\u7269\u7406\u6781\u9650\uff1aBremermann[4]\u3001Bekenstein[5] \u548c Lloyd[6] \u7b49\u7814\u7a76\u8005\u7684\u5de5\u4f5c\u786e\u7acb\u4e86\u8ba1\u7b97\u7684\u7269\u7406\u4e0a\u9650\uff0c\u8fd9\u4e9b\u9650\u5236\u6e90\u4e8e\u5149\u901f\u3001\u91cf\u5b50\u566a\u58f0\u548c\u5f15\u529b\u5e38\u6570\u7b49\u57fa\u672c\u7269\u7406\u5e38\u6570\u3002\u5373\u4f7f\u6469\u5c14\u5b9a\u5f8b\u7ee7\u7eed\u5ef6\u7eed\uff0c\u5373\u4f7f\u91c7\u7528\u91cf\u5b50\u8ba1\u7b97\uff0c\u4e5f\u65e0\u6cd5\u903e\u8d8a\u8fd9\u4e9b\u6839\u672c\u9650\u5236\u3002Yampolskiy \u8fdb\u4e00\u6b65\u63a8\u8bba\uff1a\u5982\u679c\u667a\u80fd\u4e0e\u7269\u8d28\u548c\u80fd\u91cf\u76f8\u5173\uff0c\u800c\u5b87\u5b99\u4e2d\u7684\u7269\u8d28\u662f\u6709\u9650\u7684\uff0c\u90a3\u4e48\u667a\u80fd\u4e5f\u5fc5\u7136\u662f\u6709\u754c\u7684\u3002\u8f6f\u4ef6\u5c42\u9762\u7684\u9650\u5236\u66f4\u52a0\u5fae\u5999\uff1a\u8bb8\u591a\u95ee\u9898<\/span>\uff08\u5982\u8df3\u68cb\uff09<\/span>\u5df2\u7ecf\u88ab\u5b8c\u5168\u89e3\u51b3\uff0c\u4e0d\u5b58\u5728\u8fdb\u4e00\u6b65\u6539\u8fdb\u7684\u7a7a\u95f4\uff1b\u5047\u8bbeP\u2260NP\uff0c\u90a3\u4e48\u67d0\u4e9b\u95ee\u9898\u6c38\u8fdc\u65e0\u6cd5\u6709\u6548\u7ea6\u5316\uff1b\u4eba\u7c7b\u667a\u80fd\u7684\u4e0a\u754c\u53ef\u80fd\u5bf9\u5e94\u4e8e\u7b97\u672f\u5c42\u6b21\u7684\u7279\u5b9a\u7c7b\u522b\u3002<\/span><\/span><\/p>\n


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

\u5176\u4ed6\u91cd\u8981\u969c\u788d\u5305\u62ec Rice \u5b9a\u7406<\/span>\uff08\u65e0\u6cd5\u6d4b\u8bd5\u4efb\u610f\u7a0b\u5e8f\u7684\u975e\u5e73\u51e1\u5c5e\u6027\uff09<\/span>\u3001\u65e0\u514d\u8d39\u5348\u9910\u5b9a\u7406<\/span>\uff08\u5728\u6ca1\u6709\u5148\u9a8c\u4fe1\u606f\u7684\u60c5\u51b5\u4e0b\uff0c\u641c\u7d22\u7a7a\u95f4\u65e0\u6cd5\u6709\u6548\u7f29\u51cf\uff09<\/span>\u3001\u4f18\u5316\u7684\u591a\u7ef4\u6027<\/span>\uff08\u6539\u8fdb\u603b\u662f\u6d89\u53ca\u6743\u8861\uff09<\/span>\u3001L\u00f6b\u5b9a\u7406<\/span>\uff08\u7cfb\u7edf\u65e0\u6cd5\u65ad\u8a00\u81ea\u8eab\u7684\u53ef\u9760\u6027\uff09<\/span>\u3001\u62d6\u5ef6\u6096\u8bba<\/span>\uff08\u7acb\u5373\u6539\u52a8\u4e0e\u5ef6\u8fdf\u7684\u4ef7\u503c\u76f8\u7b49\uff0c\u53ef\u80fd\u5bfc\u81f4\u65e0\u9650\u5ef6\u540e\uff09<\/span>\u548cMunchausen\u969c\u788d<\/span>\uff08\u7cfb\u7edf\u7684\u590d\u6742\u5ea6\u53ef\u80fd\u8d85\u51fa\u81ea\u8eab\u7684\u7406\u89e3\u80fd\u529b\uff09<\/span>\u3002Yampolskiy \u751a\u81f3\u63d0\u4f9b\u4e86\u4e00\u4e2a RSI \u4e0d\u53ef\u80fd\u6027\u7684\u8bc1\u660e\uff1a\u5982\u679c\u7cfb\u7edf R\u2081 \u65e0\u6cd5\u89e3\u51b3\u96be\u5ea6\u4e3a X \u7684\u95ee\u9898\uff0c\u90a3\u4e48\u5176\u4fee\u6539\u7248\u672c\u4e5f\u65e0\u6cd5\u83b7\u5f97\u89e3\u51b3 X \u7684\u80fd\u529b\uff0c\u5426\u5219\u5c31\u4ea7\u751f\u4e86\u903b\u8f91\u77db\u76fe\u3002\u8fd9\u7c7b\u4f3c\u4e8e\u201c\u590d\u6742\u6027\u58c1\u5792”\u201d\uff1a\u5b50\u7cfb\u7edf\u65e0\u6cd5\u8bbe\u8ba1\u51fa\u6bd4\u7236\u7cfb\u7edf\u66f4\u590d\u6742\u7684\u7cfb\u7edf\u3002<\/span><\/span><\/p>\n


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

\u5c3d\u7ba1\u5b58\u5728\u8fd9\u4e9b\u9650\u5236\uff0cYampolskiy \u5e76\u975e\u5b8c\u5168\u5426\u5b9a RSI \u7684\u53ef\u80fd\u6027\uff0c\u800c\u662f\u63d0\u9192\u6211\u4eec\u6ce8\u610f\u5176\u8fb9\u754c\u3002\u5373\u4f7f\u662f\u6709\u9650\u6b21\u6570\u7684\u8fed\u4ee3\uff0cRSI \u4e5f\u53ef\u80fd\u4ece\u4eba\u7c7b\u7684\u89c6\u89d2\u4ea7\u751f\u201c\u8d85\u667a\u80fd\u201d\u3002\u672c\u6587\u6700\u5177\u539f\u521b\u6027\u7684\u8d21\u732e\u662f\u201cRSI\u6536\u655b\u7406\u8bba\u201d\u3002Yampolskiy \u63d0\u51fa\uff0c\u6240\u6709\u8ffd\u6c42\u8d85\u667a\u80fd\u7684 RSI \u7cfb\u7edf\u6700\u7ec8\u5c06\u6536\u655b\u5230\u76f8\u540c\u7684\u67b6\u6784\uff0c\u7c7b\u4f3c\u4e8e AIXI \u7684\u5b9e\u7528\u7248\u672c\u2014\u2014Hutter \u63d0\u51fa\u7684\u7406\u8bba\u4e0a\u6700\u4f18\u4f46\u8ba1\u7b97\u4e0a\u4e0d\u53ef\u884c\u7684\u667a\u80fd\u4ee3\u7406\u3002\u5982\u679c\u667a\u80fd\u5b58\u5728\u4e0a\u754c\uff0c\u90a3\u4e48\u7cfb\u7edf\u5c06\u8d8b\u5411\u4e8e\u6700\u5c0f\u5316\u6e90\u4ee3\u7801\u4ee5\u8fbe\u5230\u6700\u5c0f Kolmogorov \u590d\u6742\u5ea6\u3002\u5047\u8bbe\u4e0a\u754c\u5b58\u5728\uff0c\u7cfb\u7edf\u5c06\u6536\u655b\u81f3 Bostrom \u5b9a\u4e49\u7684\u201c\u5355\u4f53\u201d\u2014\u2014\u5373\u5355\u4e00\u51b3\u7b56\u4ee3\u7406\u63a7\u5236\u4e00\u5207\u7684\u72b6\u6001\u3002<\/span><\/span><\/p>\n


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


<\/span><\/h2>\n

\n
\n
\n
\n
\n

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

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

RSI \u6536\u655b\u7406\u8bba\uff1a\u901a\u5f80\u201c\u5355\u4f53\u201d\u7684\u8def\u5f84<\/span><\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

\n

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

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


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

<\/section>\n


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

\u7406\u8bba\u7684\u4e00\u4e2a\u6709\u8da3\u63a8\u8bba\u662f\uff1a\u65f6\u7a7a\u5206\u79bb\u7684\u6536\u655b RSI \u7cfb\u7edf\u53ef\u80fd\u5b9e\u73b0\u201c\u975e\u56e0\u679c\u5408\u4f5c\u201d\u3002\u7531\u4e8e\u5b83\u4eec\u7684\u67b6\u6784\u76f8\u540c\uff0c\u80fd\u591f\u5b8c\u7f8e\u6a21\u62df\u5f7c\u6b64\u7684\u884c\u4e3a\uff0c\u8fd9\u6697\u793a\u4e86\u5b87\u5b99\u5c3a\u5ea6\u667a\u80fd\u7f51\u7edc\u7684\u53ef\u80fd\u6027\uff0c\u751a\u81f3\u4eba\u7c7b\u7684\u8fdb\u5316\u8def\u5f84\u4e5f\u53ef\u80fd\u8d8b\u540c\uff0c\u8fd9\u63ed\u793a\u4e86\u201c\u8fde\u8d2f\u5916\u63a8\u610f\u613f\u201d\u7684\u6982\u5ff5\u3002Yampolskiy \u8fdb\u4e00\u6b65\u63a8\u6d4b\uff0cRSI \u53ef\u80fd\u5c06\u5b87\u5b99\u8f6c\u5316\u4e3a\u201c\u8ba1\u7b97\u7269\u8d28\u201d\uff0c\u6700\u7ec8\u51dd\u7f29\u6210\u4e8b\u4ef6\u89c6\u754c\u70b9\uff0c\u5f62\u6210\u5927\u7206\u70b8-\u5927\u574d\u7f29\u7684\u5faa\u73af\u3002\u8fd9\u4e00\u7406\u8bba\u7684\u6df1\u523b\u4e4b\u5904\u5728\u4e8e\u5176\u54f2\u5b66\u8574\u542b\uff1a\u667a\u80fd\u53ef\u80fd\u4e0d\u662f\u591a\u6837\u5316\u7684\uff0c\u800c\u662f\u7269\u7406\u5b9a\u5f8b\u548c\u590d\u6742\u6027\u7406\u8bba\u7684\u5fc5\u7136\u4ea7\u7269\u3002\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u89c2\u5bdf\u4e0d\u540c\u521d\u59cb\u6761\u4ef6\u7684\u9057\u4f20\u7b97\u6cd5\u662f\u5426\u6536\u655b\u5230\u76f8\u540c\u7684\u4f18\u5316\u5668\u6765\u6d4b\u8bd5\u8fd9\u4e00\u7406\u8bba\u7684\u5c0f\u89c4\u6a21\u7248\u672c\u3002<\/span><\/span><\/p>\n


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


<\/span><\/h2>\n

\n
\n
\n
\n
\n

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

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

\u5b89\u5168\u542b\u4e49\u4e0e\u672a\u6765\u5c55\u671b<\/span><\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

\n

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

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


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

\u4ece2025\u5e74\u7684\u89c6\u89d2\u6765\u770b\uff0c\u5927\u578b\u8bed\u8a00\u6a21\u578b\u7684\u81ea\u63d0\u793a\u4f18\u5316\u5df2\u7ecf\u63a5\u8fd1\u5f31 RSI \u7684\u7279\u5f81\uff0c\u4f46\u771f\u6b63\u7684 RSI \u9700\u8981\u66f4\u5b8c\u5584\u7684\u4f26\u7406\u6846\u67b6\u548c\u5b89\u5168\u673a\u5236\u3002Yampolskiy \u5217\u4e3e\u4e86\u4e00\u7cfb\u5217\u6709\u5f85\u89e3\u51b3\u7684\u5173\u952e\u95ee\u9898\uff1a<\/span><\/span>\u79cd\u5b50AI<\/span><\/span><\/strong>\u9700\u8981\u7684\u6700\u5c0f\u667a\u80fd\u6c34\u5e73\u548c\u89c4\u6a21\u662f\u4ec0\u4e48\uff1f\u6539\u8fdb\u901f\u5ea6\u5982\u4f55\uff1f\u662f\u786c\u8d77\u98de\u8fd8\u662f\u8f6f\u8d77\u98de\uff1f\u6e90\u4ee3\u7801\u5927\u5c0f\u4e0e\u667a\u80fd\u6c34\u5e73\u4e4b\u95f4\u5b58\u5728\u4ec0\u4e48\u5173\u7cfb\uff1f\u6539\u8fdb\u901f\u7387\u5e94\u8be5\u7528\u7edd\u5bf9\u503c\u8fd8\u662f\u767e\u5206\u6bd4\u6765\u8861\u91cf\uff1f<\/span><\/span><\/strong>\u8fd9\u4e9b\u95ee\u9898\u6307\u5411\u4e86\u4e00\u4e2a\u65b0\u7684\u7814\u7a76\u9886\u57df\uff1a\u52a8\u6001\u7b97\u6cd5\u590d\u6742\u6027\u5206\u6790\u3002\u5b89\u5168\u542b\u4e49\u540c\u6837\u6df1\u523b\uff1aRSI \u53ef\u80fd\u5bfc\u81f4\u5931\u63a7\u7684\u667a\u80fd\u7206\u70b8\uff0c\u8fd9\u8981\u6c42\u6211\u4eec\u5f00\u53d1\u9694\u79bb\u3001\u6682\u505c\u548c\u76ee\u6807\u4fdd\u6301\u673a\u5236\u3002Yampolskiy \u7684\u65e9\u671f\u5de5\u4f5c\u8868\u660e\uff0c\u8bc1\u660eAI\u7cfb\u7edf\u7684\u5b89\u5168\u6027\u53ef\u80fd\u6bd4\u5b9e\u73b0 RSI \u672c\u8eab\u66f4\u52a0\u56f0\u96be\u3002<\/span><\/span><\/span><\/p>\n


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


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

\n
\n
\n
\n
\n

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

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

\u7ed3\u8bba\u4e0e\u601d\u8003<\/span><\/strong><\/span><\/strong><\/strong><\/p>\n<\/section>\n

\n

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

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


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

\u8fd9\u7bc7\u8bba\u6587\u4e0d\u4ec5\u662f RSI \u9886\u57df\u7684\u767e\u79d1\u5168\u4e66\u5f0f\u7efc\u8ff0\uff0c\u66f4\u6fc0\u53d1\u4e86\u4ece\u8ba1\u7b97\u7406\u8bba\u5230\u5b87\u5b99\u5b66\u7684\u8de8\u9886\u57df\u601d\u8003\u3002\u867d\u7136\u5b58\u5728\u4e00\u4e9b\u5c40\u9650<\/span>\uff08\u5982\u672a\u5145\u5206\u8ba8\u8bba\u91cf\u5b50\u8ba1\u7b97\u7684\u6f5c\u529b\uff09<\/span>\uff0c\u4f46\u5176\u5206\u7c7b\u4f53\u7cfb\u548c\u6536\u655b\u7406\u8bba\u4e3a\u672a\u6765\u7684\u5b9e\u9a8c\u7814\u7a76\u5960\u5b9a\u4e86\u57fa\u7840\u3002\u4f5c\u4e3a\u7814\u7a76\u8005\uff0c\u6211\u4eec\u53ef\u4ee5\u4ece\u4e2d\u83b7\u5f97\u51e0\u4e2a\u91cd\u8981\u542f\u793a\uff1aRSI \u7684\u5b9e\u73b0\u9762\u4e34\u6839\u672c\u6027\u7684\u7269\u7406\u548c\u7406\u8bba\u9650\u5236\uff1b\u5373\u4f7f\u6709\u9650\u7684\u8fed\u4ee3\u4e5f\u53ef\u80fd\u4ea7\u751f\u4ece\u4eba\u7c7b\u89c6\u89d2\u770b\u6765\u7684\u201c\u8d85\u667a\u80fd\u201d\uff1b\u5b89\u5168\u673a\u5236\u7684\u8bbe\u8ba1\u5e94\u8be5\u4e0e RSI \u7684\u7814\u53d1\u540c\u6b65\u8fdb\u884c\uff1b\u6211\u4eec\u9700\u8981\u65b0\u7684\u7406\u8bba\u6846\u67b6\u6765\u5206\u6790\u52a8\u6001\u81ea\u6539\u8fdb\u7cfb\u7edf\u3002\u8fd9\u4e00\u5206\u7c7b\u4f53\u7cfb\u7684\u79d1\u5b66\u4ef7\u503c\u5728\u4e8e\u5176\u53ef\u64cd\u4f5c\u6027\uff1a\u7814\u7a76\u4eba\u5458\u53ef\u4ee5\u636e\u6b64\u8bbe\u8ba1\u5b9e\u9a8c\uff0c\u6d4b\u8bd5\u9057\u4f20\u7b97\u6cd5\u7684\u6536\u655b\u66f2\u7ebf\uff0c\u6216\u6a21\u62df\u5c0f\u89c4\u6a21 RSI \u7cfb\u7edf\u7684\u884c\u4e3a\u3002\u540c\u65f6\uff0c\u5b83\u63ed\u793a\u4e86 RSI \u7684\u72ec\u7279\u6311\u6218\uff1a\u786c\u4ef6\u63d0\u4f9b\u7ebf\u6027\u52a0\u901f\uff0c\u800c\u8f6f\u4ef6\u9700\u8981\u5143\u7ea7\u521b\u65b0\u3002\u6216\u8bb8\uff0c\u4e0b\u4e00\u4e2a\u7a81\u7834\u5c31\u5728\u6211\u4eec\u7684\u7814\u7a76\u4e2d\u3002\u4f46\u6b63\u5982 Yampolskiy \u63d0\u9192\u6211\u4eec\u7684\uff0c\u5728\u8ffd\u6c42\u8fd9\u4e2a\u8ba1\u7b97\u673a\u79d1\u5b66\u7684\u7ec8\u6781\u68a6\u60f3\u65f6\uff0c\u6211\u4eec\u5fc5\u987b\u65f6\u523b\u4fdd\u6301\u5bf9\u5176\u6f5c\u5728\u98ce\u9669\u7684\u6e05\u9192\u8ba4\u8bc6\u3002<\/span><\/span><\/p>\n


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


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

\u53c2\u8003\u6587\u732e<\/span><\/span><\/p>\n

[1] Turing, A., <\/span><\/span>Computing Machinery and Intelligence. <\/span><\/span><\/em>Mind, 1950. <\/span><\/span>59(236)<\/span><\/span><\/strong>: p. 433-460.<\/span><\/span><\/span><\/span><\/p>\n

[2] Good, I.J., <\/span><\/span>Speculations Concerning the First Ultraintelligent Machine. <\/span><\/span><\/em>Advances in Computers, 1966. <\/span><\/span>6<\/span><\/span><\/strong>: p. 31-88.<\/span><\/span><\/span><\/p>\n

[3] Burks, A.W. and J. Von Neumann, <\/span><\/span>Theory of self-reproducing automata. <\/span><\/span><\/em>1966: University of Illinois Press.<\/span><\/span><\/span><\/p>\n

[4] Bremermann, H.J. <\/span><\/span>Quantum noise and information<\/span><\/span><\/em>. in <\/span><\/span>Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability<\/span><\/span><\/em>. 1967.<\/span><\/span><\/span><\/p>\n

[5] Bekenstein, J.D., <\/span><\/span>Information in the holographic universe. <\/span><\/span><\/em>Scientific American, 2003. <\/span><\/span>289<\/span><\/span><\/strong>(2): p. 58-65.<\/span><\/span><\/span><\/p>\n

[6] Lloyd, S., <\/span><\/span>Ultimate Physical Limits to Computation. <\/span><\/span><\/em>Nature, 2000. <\/span><\/span>406<\/span><\/span><\/strong><\/span>: p. 1047-1054.<\/span><\/span><\/span><\/p>\n


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


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

\u4f5c\u8005\u7b80\u4ecb<\/span><\/span><\/span><\/span><\/p>\n

<\/section>\n


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


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

\u5927\u6a21\u578b\u53ef\u89e3\u91ca\u6027\u8bfb\u4e66\u4f1a<\/span><\/strong><\/p>\n<\/section>\n<\/section>\n<\/section>\n<\/section>\n


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

\u96c6\u667a\u4ff1\u4e50\u90e8\u8054\u5408\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u526f\u6559\u6388\u5f20\u62f3\u77f3\u3001\u963f\u91cc\u4e91\u5927\u6a21\u578b\u53ef\u89e3\u91ca\u6027\u56e2\u961f\u8d1f\u8d23\u4eba\u6c88\u65ed\u3001\u5f69\u4e91\u79d1\u6280\u9996\u5e2d\u79d1\u5b66\u5bb6\u8096\u8fbe\u3001\u5317\u4eac\u5e08\u8303\u5927\u5b66\u7855\u58eb\u751f\u6768\u660e\u54f2\u548c\u6d59\u6c5f\u5927\u5b66\u535a\u58eb\u751f\u59da\u4e91\u5fd7\u5171\u540c\u53d1\u8d77\u300c\u5927\u6a21\u578b\u53ef\u89e3\u91ca\u6027\u300d\u8bfb\u4e66\u4f1a<\/a>\u3002\u672c\u8bfb\u4e66\u4f1a\u65e8\u5728\u7a81\u7834\u5927\u6a21\u578b\u201c\u9ed1\u7bb1\u201d\u56f0\u5883\uff0c\u5c1d\u8bd5\u4ece\u4ee5\u4e0b\u56db\u4e2a\u89c6\u89d2\u68b3\u7406\u5927\u8bed\u8a00\u6a21\u578b\u53ef\u89e3\u91ca\u6027\u7684\u79d1\u5b66\u65b9\u6cd5\u8bba\uff1a<\/span><\/p>\n

\u81ea\u4e0b\u800c\u4e0a\uff1aTransformer circuit \u4e3a\u4ec0\u4e48\u6709\u6548\uff1f<\/span><\/p>\n

\u81ea\u4e0a\u800c\u4e0b\uff1a\u795e\u7ecf\u7f51\u7edc\u7684\u7cbe\u7ec6\u51b3\u7b56\u903b\u8f91\u548c\u6027\u80fd\u6839\u56e0\u662f\u5426\u53ef\u4ee5\u88ab\u4e25\u8c28\u3001\u6e05\u6670\u5730\u89e3\u91ca\u6e05\u695a\uff1f<\/span><\/p>\n

\u590d\u6742\u79d1\u5b66\uff1a\u6e17\u6d41\u76f8\u53d8\u3001\u6d8c\u73b0\u3001\u81ea\u7ec4\u7ec7\u7b49\u590d\u6742\u79d1\u5b66\u7406\u8bba\u5982\u4f55\u7406\u89e3\u5927\u6a21\u578b\u7684\u63a8\u7406\u4e0e\u5b66\u4e60\u80fd\u529b\uff1f<\/span><\/section>\n
\u7cfb\u7edf\u5de5\u7a0b\uff1a\u5982\u4f55\u62e5\u62b1\u4e0d\u786e\u5b9a\u6027\uff0c\u5728\u5177\u4f53\u7684\u4e1a\u754c\u5b9e\u8df5\u4e2d\u521b\u9020\u4ef7\u503c\uff1f<\/span><\/section>\n

<\/span><\/section>\n
\u4e94\u4f4d\u53d1\u8d77\u4eba\u8001\u5e08\u4f1a\u5e26\u9886\u5927\u5bb6\u7814\u8bfb\u9886\u57df\u524d\u6cbf\u8bba\u6587\uff0c\u73b0\u8bda\u9080\u5bf9\u6b64\u8bdd\u9898\u611f\u5174\u8da3\u7684\u670b\u53cb\uff0c\u4e00\u8d77\u5171\u521b\u3001\u5171\u5efa\u3001\u5171\u4eab\u300c\u5927\u6a21\u578b\u53ef\u89e3\u91ca\u6027\u300d\u4e3b\u9898\u793e\u533a\uff0c\u901a\u8fc7\u4e92\u76f8\u7684\u4ea4\u6d41\u4e0e\u78b0\u649e\uff0c\u4fc3\u8fdb\u6211\u4eec\u66f4\u6df1\u5165\u7684\u7406\u89e3\u4ee5\u4e0a\u95ee\u9898\u3002\u65e0\u8bba\u60a8\u662f\u81f4\u529b\u4e8e\u7a81\u7834AI\u53ef\u89e3\u91ca\u6027\u7406\u8bba\u74f6\u9888\u7684\u7814\u7a76\u8005\uff0c\u63a2\u7d22\u590d\u6742\u7cfb\u7edf\u4e0e\u667a\u80fd\u672c\u8d28\u7684\u4ea4\u53c9\u5b66\u79d1\u63a2\u7d22\u8005\uff0c\u8fd8\u662f\u8ffd\u6c42\u6a21\u578b\u5b89\u5168\u53ef\u4fe1\u7684\u5de5\u7a0b\u5b9e\u8df5\u8005\uff0c\u8bda\u9080\u60a8\u5171\u540c\u53c2\u4e0e\u8fd9\u573a\u63ed\u5f00\u5927\u6a21\u578b\u201c\u9ed1\u7bb1\u201d\u7684\u601d\u60f3\u76db\u5bb4\u3002<\/span><\/section>\n

<\/span><\/section>\n
\u8bfb\u4e66\u4f1a\u5df2\u4e8e2025\u5e746\u670819\u65e5\u542f\u52a8\uff0c\u6bcf\u5468\u56db\u665a19:30-21:30\uff0c\u9884\u8ba1\u6301\u7eed\u5206\u4eab8-10\u5468\u5de6\u53f3\u3002<\/span><\/section>\n

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

<\/span><\/span><\/span><\/strong><\/span><\/section>\n
\u8be6\u60c5\u8bf7\u89c1\uff1a\u7834\u89e3AI\u9ed1\u7bb1\u7684\u56db\u91cd\u89c6\u89d2\uff1a\u5927\u6a21\u578b\u53ef\u89e3\u91ca\u6027\u8bfb\u4e66\u4f1a\u542f\u52a8<\/a><\/span><\/span><\/section>\n

<\/span><\/span><\/strong><\/strong><\/strong><\/section>\n
\u63a8\u8350\u9605\u8bfb<\/span><\/span><\/strong><\/strong><\/strong><\/section>\n
<\/strong><\/section>\n
1. Yoshua Bengio\u6f14\u8bb2\u3001NeurIPS\u5bf9\u9f50\u5de5\u4f5c\u574a\uff1a\u907f\u514dAI\u707e\u96be\u6027\u98ce\u9669\u7684\u6280\u672f\u4e0e\u534f\u8c03\u6311\u6218<\/span><\/a><\/span><\/strong>
<\/span><\/strong><\/span><\/section>\n
2. \u81ea\u7a33\u6001\u89c9\u9192\uff1a\u590d\u6742\u79d1\u5b66\u4e0e\u4e1c\u65b9\u667a\u6167\u89c6\u89d2\u4e0b\u7684AI\u5947\u70b9\u4e0e\u672a\u6765<\/span><\/a><\/span><\/strong>
<\/span><\/strong><\/span><\/section>\n
3. AI\u5947\u70b9\u4e34\u8fd1\uff0c\u5982\u4f55\u5524\u9192\u884c\u661f\u667a\u80fd\uff1f<\/span><\/a><\/span><\/strong><\/section>\n
<\/strong><\/section>\n
4. <\/span>\u6d8c\u73b0\u52a8\u529b\u5b66\u5982\u4f55\u7528\u6765\u5206\u6790\u590d\u6742\u7cfb\u7edf\uff1f | \u65b0\u8bfe\u4e0a\u7ebf<\/span><\/a><\/span><\/strong><\/span>
<\/span><\/strong><\/strong><\/span><\/section>\n
<\/strong>5. <\/span><\/strong>\u96c6\u667a\u5b66\u56ed\u7cbe\u54c1\u8bfe\u7a0b\u514d\u8d39\u5f00\u653e\uff0c\u89e3\u9501\u7cfb\u7edf\u79d1\u5b66\u4e0e AI \u65b0\u4e16\u754c<\/span><\/a><\/span><\/strong><\/section>\n

6. \u9ad8\u8003\u5206\u6570\u53ea\u662f\u5f20\u5165\u573a\u5238\uff0c\u4f60\u7684\u79d1\u7814\u5192\u9669\u5728\u8fd9\u91cc\u542f\u822a\uff01<\/span><\/a><\/span><\/strong><\/p>\n

7. <\/span><\/span><\/strong><\/strong><\/span>\u91cd\u6574\u5316\u7fa4\u4e0e\u975e\u7ebf\u6027\u7269\u7406\uff0c\u5bfb\u627e\u590d\u6742\u7cfb\u7edf\u8de8\u5c3a\u5ea6\u7684\u5206\u6790\u65b9\u6cd5\u4e28\u65b0\u8bfe\u53d1\u5e03<\/a><\/span><\/strong><\/strong><\/strong><\/strong><\/span><\/p>\n


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

<\/section>\n


<\/span><\/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":"

\u5bfc\u8bed \u9012\u5f52\u81ea\u6539\u8fdb\uff08Recursive Self-Improvement, RSI\uff09\u8f6f\u4ef6\u4e00\u76f4\u662f\u8ba1\u7b97\u673a\u79d1\u5b66\u5bb6\u4eec\u5fc3\u4e2d\u7684\u5723\u676f\u3002\u8fd9\u4e2a\u6982\u5ff5\u4e0d\u4ec5\u4ee3\u8868\u7740\u521b\u9020\u80fd\u591f\u81ea\u6211\u8fdb\u5316\u7684\u667a\u80fd\u7cfb\u7edf\u8fd9\u4e00\u5b8f\u4f1f\u76ee\u6807\uff0c\u66f4\u89e6\u53ca\u4e86\u54f2\u5b66\u3001\u8ba1\u7b97\u7406\u8bba\u548c\u4f26\u7406\u5b66\u7684\u6838\u5fc3\u95ee\u9898\u3002Roman V. Yampolskiy \u6559\u6388\u5728\u5176\u8bba\u6587\u300aFrom Seed AI t…<\/p>\n","protected":false},"author":0,"featured_media":64517,"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\/64527"}],"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=64527"}],"version-history":[{"count":0,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/posts\/64527\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=\/wp\/v2\/media\/64517"}],"wp:attachment":[{"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=64527"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=64527"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=64527"},{"taxonomy":"special","embeddable":true,"href":"https:\/\/swarma.org\/index.php?rest_route=%2Fwp%2Fv2%2Fspecial&post=64527"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}