{"id":8835,"date":"2026-10-12T15:00:08","date_gmt":"2026-10-12T07:00:08","guid":{"rendered":"https:\/\/1ow.top\/index.php\/2026\/10\/12\/%e5%8d%8e%e4%b8%baai%e9%9d%a0rsi%e9%80%9a%e5%85%b325%e6%ac%be%e6%b8%b8%e6%88%8f%ef%bc%81%e6%93%8d%e4%bd%9c%e6%ac%a1%e6%95%b0%e6%af%94%e4%ba%ba%e7%b1%bb%e5%b0%9156\/"},"modified":"2026-10-12T15:00:08","modified_gmt":"2026-10-12T07:00:08","slug":"%e5%8d%8e%e4%b8%baai%e9%9d%a0rsi%e9%80%9a%e5%85%b325%e6%ac%be%e6%b8%b8%e6%88%8f%ef%bc%81%e6%93%8d%e4%bd%9c%e6%ac%a1%e6%95%b0%e6%af%94%e4%ba%ba%e7%b1%bb%e5%b0%9156","status":"publish","type":"post","link":"https:\/\/1ow.top\/index.php\/2026\/10\/12\/%e5%8d%8e%e4%b8%baai%e9%9d%a0rsi%e9%80%9a%e5%85%b325%e6%ac%be%e6%b8%b8%e6%88%8f%ef%bc%81%e6%93%8d%e4%bd%9c%e6%ac%a1%e6%95%b0%e6%af%94%e4%ba%ba%e7%b1%bb%e5%b0%9156\/","title":{"rendered":"\u534e\u4e3aAI\u9760RSI\u901a\u517325\u6b3e\u6e38\u620f\uff01\u64cd\u4f5c\u6b21\u6570\u6bd4\u4eba\u7c7b\u5c1156%"},"content":{"rendered":"
\"\u534e\u4e3aAI\u9760RSI\u901a\u517325\u6b3e\u6e38\u620f\uff01\u64cd\u4f5c\u6b21\u6570\u6bd4\u4eba\u7c7b\u5c1156%\"\/<\/div><\/figure>\n
\"\u534e\u4e3aAI\u9760RSI\u901a\u517325\u6b3e\u6e38\u620f\uff01\u64cd\u4f5c\u6b21\u6570\u6bd4\u4eba\u7c7b\u5c1156%\"\/<\/div><\/figure>\n
\"\u534e\u4e3aAI\u9760RSI\u901a\u517325\u6b3e\u6e38\u620f\uff01\u64cd\u4f5c\u6b21\u6570\u6bd4\u4eba\u7c7b\u5c1156%\"\/<\/div><\/figure>\n
\"\u534e\u4e3aAI\u9760RSI\u901a\u517325\u6b3e\u6e38\u620f\uff01\u64cd\u4f5c\u6b21\u6570\u6bd4\u4eba\u7c7b\u5c1156%\"\/<\/div><\/figure>\n

\u6e38\u620f\u6253\u523021:0\uff0cAI\u751a\u81f3\u4e0d\u7528\u518d\u8c03\u7528\u5927\u6a21\u578b\u4e86<\/p>\n

\u4e00\u8fb9\u6253\u6e38\u620f\uff0c\u4e00\u8fb9\u7ed9\u81ea\u5df1\u5347\u7ea7\uff1f<\/p>\n

\u597d\u5bb6\u4f19\uff0c\u534e\u4e3a\u8fd9\u6ce2\u76f4\u63a5\u8ba9AI\u5b66\u4f1a\u4e86\u300a\u8fb9\u73a9\u8fb9\u53d8\u5f3a\u300b\u554a\uff1f\uff01<\/p>\n

\u6700\u65b0\u4e00\u9879\u7814\u7a76\uff0c\u534e\u4e3a\u8bfa\u4e9a\u65b9\u821f\u5b9e\u9a8c\u5ba4\u8054\u5408UCL\u7b49\u56e2\u961f\u62ff\u51fa\u4e86\u4e00\u4e2a\u540d\u53ebMemento 3\u7684AI\u667a\u80fd\u4f53\u7cfb\u7edf\u2014\u2014<\/p>\n

\u76f4\u63a5\u628aARC-AGI-3\u516c\u5f00\u96c6\u91cc\u768425\u6b3e\u6e38\u620f\u3001183\u4e2a\u5173\u5361\uff0c\u5168\u90e8\u6253\u901a\u4e86\u3002<\/p>\n

\u8fd8\u4e0d\u662f\u9760\u65e0\u8111\u8bd5\u9519\u786c\u95ef\u8fc7\u53bb\u7684\u3002<\/p>\n

\u4eba\u7c7b\u5b8c\u6210\u540c\u6837\u4e00\u5957\u5173\u5361\uff0c\u9700\u898117135\u6b21\u64cd\u4f5c\u3002<\/p>\n

\u800cMemento 3\u53ea\u7528\u4e867518\u6b21\uff0c\u6bd4\u4eba\u7c7b\u5c11\u64cd\u4f5c\u7ea656%\uff0c\u6700\u7ec8\u62ff\u4e0b\u4e86\u6ee1\u5206100\u7684RHAE\u6210\u7ee9\uff08Relative Human Action Efficiency\uff0c\u76f8\u5bf9\u4eba\u7c7b\u884c\u52a8\u6548\u7387\uff09\u3002<\/p>\n

\u66f4\u79bb\u8c31\u7684\u662f\uff0c\u8fd9\u5957\u7cfb\u7edf\u4ee5Claude Opus 5\u4e3a\u5e95\u6a21\uff0c\u5168\u7a0b\u6ca1\u6709\u66f4\u65b0\u6a21\u578b\u6743\u91cd\uff0c\u4e5f\u6ca1\u6709\u9488\u5bf9\u6e38\u620f\u8fdb\u884c\u5fae\u8c03\u3002<\/p>\n

\u5b83\u5c31\u8fd9\u4e48\u81ea\u5df1\u4e0a\u624b\u73a9\uff0c\u81ea\u5df1\u7422\u78e8\u89c4\u5219\uff0c\u81ea\u5df1\u5199\u4ee3\u7801\uff0c\u73a9\u9519\u4e86\u8fd8\u4f1a\u53cd\u601d\u3001\u4fee\u6539\u3002<\/p>\n

\u7136\u540e\u5c31\u2026\u2026\u6ee1\u5206\u901a\u5173\u4e86\u3002<\/p>\n

\u4f5c\u4e3a\u5bf9\u6bd4\uff0cClaude Opus 5\u5728ARC Prize\u5b98\u65b9\u6807\u51c6\u6d4b\u8bd5\u6846\u67b6\u4e0b\uff0c\u5e73\u5747RHAE\u53ea\u6709\u7ea640.7\u5206\u3002<\/p>\n

\u540c\u6837\u7684\u5e95\u6a21\uff0c\u6362\u4e86\u5957\u667a\u80fd\u4f53\u7cfb\u7edf\uff0c\u6210\u7ee9\u5c45\u7136\u76f4\u63a5\u98d9\u5347\u4e8659.3\u5206\u3002<\/p>\n

\u8fd8\u6ca1\u5b8c\u3002<\/p>\n

\u8fd9\u5957\u65b9\u6cd5\u4e0d\u5149\u80fd\u73a9\u89e3\u8c1c\u6e38\u620f\uff0c\u7814\u7a76\u56e2\u961f\u8fd8\u8ba9\u5b83\u8dd1\u53bb\u6253\u4e86Atari\u7ecf\u5178\u6e38\u620fPong\uff08\u4e52\u4e53\u7403\uff09\u3002<\/p>\n

\u7ed3\u679c\uff0cAI\u81ea\u5df1\u6478\u7d22\u51fa\u63a7\u5236\u7b56\u7565\uff0c\u968f\u540e\u4e0d\u7528\u518d\u5411\u5927\u6a21\u578b\u8bf7\u6c42\u63a8\u7406\uff0c\u5c31\u8fde\u7eed\u4e09\u5c40\u628a\u5bf9\u624b\u6253\u6210\u4e8621\uff1a0\u3002<\/p>\n

\u4e0d\u662f\uff0c\u5927\u6a21\u578b\u90fd\u4e0d\u53c2\u4e0e\u540e\u7eed\u64cd\u4f5c\u4e86\uff0c\u6e38\u620f\u5c45\u7136\u8fd8\u80fd\u6253\u5f97\u8fd9\u4e48\u6e9c\uff1f\uff01<\/p>\n

\u5173\u952e\u5c31\u85cf\u5728\u8fd9\u9879\u7814\u7a76\u7684\u9898\u76ee\u91cc\uff1a<\/p>\n

Model-Based Recursive Self-Improvement\uff0c\u57fa\u4e8e\u4e16\u754c\u6a21\u578b\u7684\u9012\u5f52\u81ea\u6211\u6539\u8fdb\u3002<\/p>\n

\u5148\u8bf4\u8bf4\u8fd925\u6b3e\u6e38\u620f\u5230\u5e95\u4ec0\u4e48\u6765\u5934\u3002<\/p>\n

\u5b83\u4eec\u6765\u81eaARC Prize\u63a8\u51fa\u7684ARC-AGI-3\uff0c\u5173\u6ce8AI\u8bc4\u6d4b\u7684\u670b\u53cb\uff0c\u5bf9ARC\u7cfb\u5217\u5e94\u8be5\u4e0d\u964c\u751f\u3002<\/p>\n

\u4f46\u8fd9\u4e00\u4ee3\u6709\u4e2a\u975e\u5e38\u660e\u663e\u7684\u53d8\u5316\uff1a<\/p>\n

\u4e0d\u518d\u53ea\u662f\u51fa\u9898\u89e3\u9898\u90a3\u4e00\u5957\u4e86\uff0c\u8fd9\u6b21\u662f\u76f4\u63a5\u628aAI\u6254\u8fdb\u964c\u751f\u7684\u6e38\u620f\u4e16\u754c\u3002<\/p>\n

\u89c4\u5219\uff0c\u662f\u9700\u8981AI\u81ea\u5df1\u731c\u7684\uff1b\u76ee\u6807\uff0c\u662f\u9700\u8981AI\u81ea\u5df1\u627e\u7684\uff1b\u64cd\u4f5c\u4f1a\u4ea7\u751f\u4ec0\u4e48\u6548\u679c\uff0c\u662f\u9700\u8981AI\u81ea\u5df1\u8bd5\u7684\u3002<\/p>\n

AI\uff1a\u5408\u7740\u5168\u90fd\u9760\u6211\u5457~<\/p>\n

\u8fd925\u6b3e\u516c\u5f00\u6e38\u620f\u4e00\u5171\u5305\u542b183\u4e2a\u5173\u5361\uff0c\u753b\u9762\u5927\u591a\u7531\u7b80\u5355\u7684\u50cf\u7d20\u3001\u65b9\u5757\u3001\u989c\u8272\u548c\u56fe\u5f62\u7ec4\u6210\u3002<\/p>\n

\u4e4d\u4e00\u770b\uff0c\u751a\u81f3\u6709\u70b9\u50cf\u51e0\u5341\u5e74\u524d\u7684\u5c0f\u6e38\u620f\u5408\u96c6\u3002<\/p>\n

\u4f46\u53ef\u522b\u88ab\u8fd9\u6734\u7d20\u7684\u753b\u98ce\u9a97\u4e86\u3002<\/p>\n

\u5bf9AI\u6765\u8bf4\uff0c\u600e\u4e48\u64cd\u4f5c\u4e0d\u662f\u6700\u96be\u7684\uff0c\u6700\u9ebb\u70e6\u7684\u662f\u538b\u6839\u4e0d\u77e5\u9053\u8fd9\u4e2a\u4e16\u754c\u600e\u4e48\u8fd0\u8f6c\u3002<\/p>\n

\u8e29\u4e0a\u7279\u6b8a\u5730\u677f\u4f1a\u53d1\u751f\u4ec0\u4e48\uff1f\u4e00\u6247\u95e8\u6253\u4e0d\u5f00\uff0c\u662f\u989c\u8272\u6ca1\u5bf9\u4e0a\uff0c\u8fd8\u662f\u5f62\u72b6\u4e0d\u5339\u914d\uff1f<\/p>\n

\u66f4\u9ebb\u70e6\u7684\u662f\uff0c\u540e\u9762\u7684\u5173\u5361\u8fd8\u53ef\u80fd\u51fa\u73b0\u65b0\u89c4\u5219\uff0c\u628a\u4e4b\u524d\u6478\u7d22\u51fa\u7684\u7ecf\u9a8c\u5168\u90e8\u63a8\u7ffb\u3002<\/p>\n

\u522b\u8bf4AI\u4e86\uff0c\u4eba\u7c7b\u73a9\u5bb6\u4e5f\u4f1a\u5361\u4f4f\u3002<\/p>\n

ARC Prize\u7684\u6d4b\u8bd5\u6570\u636e\u663e\u793a\uff0c\u5728\u4e00\u6b3e\u9700\u8981\u64cd\u63a7\u53d8\u5f62\u866b\u79fb\u52a8\u3001\u53d8\u8272\u7684\u76ca\u667a\u6e38\u620fr11l\u4e2d\uff0c10\u540d\u53c2\u4e0e\u8005\u5168\u90e8\u901a\u5173\uff1b\u800c\u53e6\u4e00\u6b3e\u8003\u9a8c\u7b26\u53f7\u7834\u8bd1\u80fd\u529b\u7684\u89e3\u8c1c\u6e38\u620ftr87\uff0c12\u4eba\u6311\u6218\uff0c\u53ea\u67096\u4eba\u6210\u529f\u3002<\/p>\n

\u5728\u534e\u4e3aAI\u4e4b\u524d\uff0c\u5404\u8def\u7814\u7a76\u56e2\u961f\u5c31\u5df2\u7ecf\u5377\u5f97\u76f8\u5f53\u6fc0\u70c8\u4e86\uff1a<\/p>\n

\u666e\u6797\u65af\u987f\u5927\u5b66\u63a8\u51fa\u7684Continual Harness\u53ea\u901a\u5173\u4e863\u6b3e\u6e38\u620f\uff0c\u62ff\u4e0b20.5\u5206\u3002<\/p>\n

\u82f1\u4f1f\u8fbe\u7814\u7a76\u4eba\u5458\u53c2\u4e0e\u5f00\u53d1\u7684DreamTeam\u7a0d\u597d\u4e00\u4e9b\uff0c\u901a\u51736\u6b3e\uff0c\u5f97\u520638.1\u3002<\/p>\n

\u518d\u5f80\u4e0a\uff0c\u72ec\u7acb\u7814\u7a76\u8005David Courtis\u5f00\u53d1\u7684OPINE-World\uff0c\u4ee5\u53ca\u82f1\u4f1f\u8fbe\u56e2\u961f\u7684NOOA\uff0c\u5206\u522b\u62ff\u5230\u4e8678.4\u5206\u548c85.1\u5206\u3002<\/p>\n

\u6700\u731b\u7684\u662f\u72ec\u7acb\u5f00\u53d1\u8005Sergey Rodionov\u7684baseline1\uff0c\u4e0d\u4ec5\u628a25\u6b3e\u6e38\u620f\u5168\u90e8\u6253\u901a\uff0c\u8fd8\u62ff\u5230\u4e8699\u5206\uff0c\u8ddd\u79bb\u6ee1\u5206\u53ea\u5dee1\u5206\u3002<\/p>\n

\u4f46\u534e\u4e3a\u56e2\u961f\u8fd9\u6b21\uff0c\u76f4\u63a5\u628a\u6700\u540e\u8fd91\u5206\u4e5f\u8865\u4e0a\u4e86\u3002<\/p>\n

Memento 3\u4e0d\u4ec5\u4ee5100\u5206\u7684\u6210\u7ee9\u901a\u5173\u5168\u90e825\u6b3e\u6e38\u620f\u3001183\u4e2a\u5173\u5361\uff0c\u8fd8\u628a\u603b\u64cd\u4f5c\u6b21\u6570\u538b\u5230\u4e867518\u6b21\uff0c\u6bd4baseline1\u76848347\u6b21\u53c8\u5c11\u4e86829\u6b21\u3002<\/p>\n

\u4e0d\u5149\u901a\u5173\u4e86\uff0c\u800c\u4e14\u8fd8\u7528\u66f4\u5c11\u7684\u6b65\u9aa4\u901a\u5173\u3002<\/p>\n

\u600e\u4e48\u505a\u5230\u7684\uff1f\uff1f<\/p>\n

\u7ffb\u4e86\u4e0b\u8bba\u6587\uff0cMemento 3\u7684\u6838\u5fc3\u65b9\u6cd5\u53ebCode as Model\uff08\u4ee3\u7801\u5373\u6a21\u578b\uff09\u3002<\/p>\n

\u542c\u7740\u6709\u70b9\u62bd\u8c61\uff0c\u5176\u5b9e\u5c31\u662f\u8ba9AI\u5728\u73a9\u6e38\u620f\u7684\u8fc7\u7a0b\u4e2d\uff0c\u7ed9\u81ea\u5df1\u51c6\u5907\u4e24\u6837\u4e1c\u897f\uff1a<\/p>\n

\u4e00\u672c\u4e0d\u65ad\u66f4\u65b0\u7684\u6e38\u620f\u653b\u7565\uff0c\u4ee5\u53ca\u4e00\u5957\u80fd\u6a21\u62df\u6e38\u620f\u8fd0\u884c\u7684\u4ee3\u7801\u3002<\/p>\n

\u6709\u4e86\u8fd9\u4e24\u6837\u4e1c\u897f\uff0cAI\u5c31\u80fd\u5148\u5728\u81ea\u5df1\u642d\u5efa\u7684\u6a21\u62df\u5668\u91cc\u63a8\u6f14\u4e0d\u540c\u8def\u7ebf\uff0c\u518d\u51b3\u5b9a\u4e0b\u4e00\u6b65\u600e\u4e48\u8d70\u3002<\/p>\n

\u4f46\u95ee\u9898\u6765\u4e86\uff0c\u4e07\u4e00\u4e00\u5f00\u59cb\u7406\u89e3\u7684\u6e38\u620f\u89c4\u5219\u5c31\u662f\u9519\u7684\u5462\uff1f<\/p>\n

\u522b\u6025\uff0cMemento 3\u4e0d\u4ec5\u4f1a\u81ea\u5df1\u5199\u653b\u7565\uff0c\u53d1\u73b0\u5199\u9519\u4e86\uff0c\u8fd8\u80fd\u81ea\u5df1\u63a8\u7ffb\u91cd\u6765\u3002<\/p>\n

\u8bba\u6587\u91cc\u5c31\u5c55\u793a\u4e86\u4e00\u4e2a\u4f8b\u5b50\u3002<\/p>\n

AI\u5728\u4e00\u6b3e\u89e3\u8c1c\u6e38\u620f\u4e2d\u9047\u5230\u7279\u6b8a\u5730\u677f\uff0c\u8d77\u521d\u4ee5\u4e3a\u8e29\u4e0a\u53bb\u540e\uff0c\u89d2\u8272\u643a\u5e26\u7684\u56fe\u6848\u4f1a\u6839\u636e\u8fdb\u5165\u65b9\u5411\u53d1\u751f\u955c\u50cf\u7ffb\u8f6c\u3002<\/p>\n

\u7ed3\u679c\u771f\u6b63\u8bd5\u8fc7\u624d\u53d1\u73b0\uff0c\u56fe\u6848\u4e0d\u662f\u7ffb\u8f6c\uff0c\u800c\u662f\u987a\u65f6\u9488\u65cb\u8f6c90\u5ea6\uff0c\u5e76\u4e14\u4e0e\u8fdb\u5165\u65b9\u5411\u65e0\u5173\u3002<\/p>\n

\u4e8e\u662fAI\u4fee\u6539\u89c4\u5219\u624b\u518c\uff0c\u5bf9\u5e94\u7684Python\u4ee3\u7801\u4e5f\u8ddf\u7740\u66f4\u65b0\u3002<\/p>\n

\u4e0d\u8fc7\uff0c\u6539\u5b8c\u8fd8\u5f97\u9a8c\u3002<\/p>\n

\u7cfb\u7edf\u4f1a\u91cd\u65b0\u6a21\u62df\u6b64\u524d\u7684\u64cd\u4f5c\uff0c\u9010\u683c\u5bf9\u6bd464\u00d764\u7684\u6e38\u620f\u753b\u9762\uff0c\u786e\u8ba4\u4ee3\u7801\u80fd\u51c6\u786e\u590d\u73b0\u771f\u5b9e\u7ed3\u679c\u3002<\/p>\n

\u5bf9\u4e0d\u4e0a\uff0c\u5c31\u7ee7\u7eed\u6539\u3002<\/p>\n

\u5c31\u8fd9\u6837\uff0cAI\u4e00\u8fb9\u63a2\u7d22\uff0c\u4e00\u8fb9\u7ea0\u9519\uff0c\u89c4\u5219\u8d8a\u6539\u8d8a\u51c6\u3002<\/p>\n

\u800c\u4e14\u524d\u9762\u5b66\u5230\u7684\u7ecf\u9a8c\uff0c\u8fd8\u80fd\u5e26\u5230\u540e\u9762\u7684\u5173\u5361\u3002<\/p>\n

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\u7814\u7a76\u56e2\u961f\u5728\u4e09\u6b3e\u6e38\u620f\u4e2d\u505a\u4e86\u5bf9\u7167\u5b9e\u9a8c\uff1a<\/p>\n

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\u7ed3\u679c\uff0c\u5728\u6e38\u620fwa30\u4e2d\uff0c\u5355\u4e16\u754c\u6a21\u578b\u9700\u8981899\u6b21\u64cd\u4f5c\u624d\u80fd\u901a\u5173\uff0c\u6362\u6210\u53cc\u4e16\u754c\u6a21\u578b\u540e\uff0c\u76f4\u63a5\u964d\u5230\u4e86597\u6b21\u3002<\/p>\n

\u64cd\u4f5c\u6b21\u6570\u53c8\u51cf\u5c11\u4e86\u7ea634%\u3002<\/p>\n

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\u4f46\u81f3\u5c11\u5728\u8fd9\u4e9b\u5b9e\u9a8c\u91cc\uff0cMemento 3\u8bc1\u660e\u4e86\u4e00\u4ef6\u4e8b\uff1a<\/p>\n

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\u800c\u4e14\u6548\u7387\u4e5f\u633a\u5938\u5f20\u3002<\/p>\n

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\u5f53\u7136\uff0c\u8fd9\u4e0d\u4ee3\u8868Memento 3\u6ca1\u6709\u6210\u672c\u3002<\/p>\n

\u6bd5\u7adf\uff0c\u5b83\u80cc\u540e\u7528\u7684\u662f\u5f00\u542fExtra-High\u63a8\u7406\u5f3a\u5ea6\u7684Claude Opus 5\uff0c\u63a2\u7d22\u3001\u751f\u6210\u4ee3\u7801\u548c\u9a8c\u8bc1\u7684\u8fc7\u7a0b\uff0c\u90fd\u9700\u8981\u6d88\u8017\u4e0d\u5c11Token\u548c\u7b97\u529b\u3002<\/p>\n

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\u4e0d\u8fc7\uff0c\u8fd9\u9879\u7814\u7a76\u5012\u662f\u6307\u51fa\u4e86\u4e00\u4e2a\u503c\u5f97\u5173\u6ce8\u7684\u65b9\u5411\uff1a<\/p>\n

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\u8bba\u6587\u5730\u5740\uff1a<\/p>\n

https:\/\/arxiv.org\/abs\/2610.11794<\/p>\n

\u53c2\u8003\u94fe\u63a5\uff1ahttps:\/\/x.com\/ScarletKc\/status\/2109169173540884935<\/p>\n

\n

\u7248\u6743\u58f0\u660e\uff1a<\/strong><\/p>\n

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