{"id":7107,"date":"2026-08-20T21:00:23","date_gmt":"2026-08-20T13:00:23","guid":{"rendered":"https:\/\/1ow.top\/index.php\/2026\/08\/20\/%e9%97%ad%e6%ba%90rsi%e7%9a%84%e4%b8%a5%e7%88%b6%ef%bc%9a18%e4%b8%aaagent%e8%87%aa%e4%b8%bb%e7%a7%91%e7%a0%94%ef%bc%8ckimi-k3%e9%9d%a0harness%e9%80%bc%e8%bf%91opus-5\/"},"modified":"2026-08-20T21:00:23","modified_gmt":"2026-08-20T13:00:23","slug":"%e9%97%ad%e6%ba%90rsi%e7%9a%84%e4%b8%a5%e7%88%b6%ef%bc%9a18%e4%b8%aaagent%e8%87%aa%e4%b8%bb%e7%a7%91%e7%a0%94%ef%bc%8ckimi-k3%e9%9d%a0harness%e9%80%bc%e8%bf%91opus-5","status":"publish","type":"post","link":"https:\/\/1ow.top\/index.php\/2026\/08\/20\/%e9%97%ad%e6%ba%90rsi%e7%9a%84%e4%b8%a5%e7%88%b6%ef%bc%9a18%e4%b8%aaagent%e8%87%aa%e4%b8%bb%e7%a7%91%e7%a0%94%ef%bc%8ckimi-k3%e9%9d%a0harness%e9%80%bc%e8%bf%91opus-5\/","title":{"rendered":"\u95ed\u6e90RSI\u7684\u4e25\u7236\uff1a18\u4e2aAgent\u81ea\u4e3b\u79d1\u7814\uff0cKimi K3\u9760Harness\u903c\u8fd1Opus 5"},"content":{"rendered":"
\"\u95ed\u6e90RSI\u7684\u4e25\u7236\uff1a18\u4e2aAgent\u81ea\u4e3b\u79d1\u7814\uff0cKimi<\/div><\/figure>\n
\"\u95ed\u6e90RSI\u7684\u4e25\u7236\uff1a18\u4e2aAgent\u81ea\u4e3b\u79d1\u7814\uff0cKimi<\/div><\/figure>\n
\"\u95ed\u6e90RSI\u7684\u4e25\u7236\uff1a18\u4e2aAgent\u81ea\u4e3b\u79d1\u7814\uff0cKimi<\/div><\/figure>\n
\"\u95ed\u6e90RSI\u7684\u4e25\u7236\uff1a18\u4e2aAgent\u81ea\u4e3b\u79d1\u7814\uff0cKimi<\/div><\/figure>\n

henry \u53d1\u81ea \u51f9\u975e\u5bfa<\/p>\n

\u521a\u521a\uff0c\u95ed\u6e90RSI\u7684\u94a6\u70b9\u4e25\u7236\u6765\u4e86\uff01<\/p>\n

\u5f00\u6e90AI\u57fa\u7840\u8bbe\u65bd\u516c\u53f8Prime Intellect\u5728\u6700\u65b0\u7684\u4e00\u9879\u7814\u7a76\u4e2d\u63d0\u51fa\uff1a<\/p>\n

\u501f\u52a9\u591a\u667a\u80fd\u4f53Harness\uff0c\u53ef\u4ee5\u628a\u76d1\u63a7\u548c\u5177\u4f53\u5b9e\u73b0\u4ea4\u7ed9\u66f4\u5c0f\u3001\u66f4\u4fbf\u5b9c\u7684\u5f00\u6e90\u6a21\u578b\uff0c\uff0c\u4ece\u800c\u8ba9\u201cAI\u5f00\u53d1AI\u201d\u53d8\u5f97\u66f4\u4fbf\u5b9c\uff0c\u751a\u81f3\u6548\u679c\u66f4\u597d\u3002<\/p>\n

\u5728\u5b9e\u9a8c\u4e2d\uff0c\u4ed6\u4eec\u628aFable 5\u3001Opus 5\u3001GPT-5.6 Sol\u3001Kimi K3\u7b4918\u4e2a\u524d\u6cbf\u6a21\u578b\uff0c\u6254\u8fdb\u4e86\u4e00\u573ananoGPT\u4f18\u5316\u5668\u901f\u901a\u3002<\/p>\n

\u7ed3\u679c\uff0c\u5f00\u6e90\u6743\u91cd\u6a21\u578bKimi K3\u642d\u914dPrime Agent Harness\u540e\uff0c\u5728\u539f\u59cb\u7ed3\u679c\u9875\u4e2d\u8dd1\u51fa\u4e862930\u6b65\u7684\u6210\u7ee9\u3002<\/p>\n

\u8fd9\u4e0d\u4ec5\u8d85\u8fc7\u4e86GPT-5.6 Sol\u76843042\u6b65\uff0c\u8ddd\u79bbClaude\u7684\u65d7\u8230\u6a21\u578bOpus 5\u76842920\u6b65\u4e5f\u53ea\u5dee10\u6b65\u3002<\/p>\n

\u6362\u53e5\u8bdd\u8bf4\uff0c\u5728AI\u7814\u7a76\u8fd9\u4ef6\u4e8b\u4e0a\uff0c\u4e00\u5957\u7531\u5f00\u6e90\u6a21\u578b\u548cHarness\u7ec4\u6210\u7684\u7cfb\u7edf\uff0c\u5df2\u7ecf\u80fd\u591f\u8d85\u8fc7\u90e8\u5206\u9876\u7ea7\u95ed\u6e90\u6a21\u578b\uff0c\u751a\u81f3\u903c\u8fd1\u7b2c\u4e00\u68af\u961f\u3002<\/p>\n

\u8fd9\u4e00\u65b9\u9762\u5f00\u59cb\u52a8\u6447\u8fc7\u53bb\u90a3\u4e2a\u6700\u7ecf\u5178\u7684RSI\u5267\u672c\uff1a<\/p>\n

\u67d0\u4e2a\u6700\u5f3a\u95ed\u6e90\u6a21\u578b\u7387\u5148\u8de8\u8fc7\u201cAI\u5f00\u53d1AI\u201d\u7684\u4e34\u754c\u70b9\uff0c\u7136\u540e\u4e0d\u65ad\u81ea\u6211\u8fed\u4ee3\uff0c\u628a\u5176\u4ed6\u73a9\u5bb6\u8d8a\u7529\u8d8a\u8fdc\uff0c\u6700\u7ec8\u8d62\u5bb6\u901a\u5403\u3002<\/p>\n

\u53e6\u4e00\u65b9\u9762\uff0cPrime Intellect\u4e5f\u5c55\u793a\u4e86\u53e6\u4e00\u79cd\u53ef\u80fd\uff1a<\/p>\n

\u6a21\u578b\u4e0d\u4e00\u5b9a\u975e\u5f97\u6700\u5f3a\uff0c\u53ea\u8981\u5e95\u4e0b\u8fd9\u5957\u79d1\u7814\u673a\u5668\u8db3\u591f\u9ad8\u6548\uff0c\u5f00\u6e90\u6a21\u578b\u540c\u6837\u53ef\u4ee5\u9760\u66f4\u9ad8\u7684\u8bd5\u9519\u541e\u5410\u91cf\u8ffd\u4e0a\u6765\u3002<\/p>\n

\u800c\u8fd9\uff0c\u4e5f\u8fdb\u4e00\u6b65\u5c55\u793a\u4e86Harness\u8fd9\u7c7bAgent\u7f16\u6392\u6846\u67b6\uff0c\u5728AI4AI\u3001AutoResearch\u4e0a\u7684\u6f5c\u529b\u3002<\/p>\n

\u8fd9\u662f\u600e\u4e48\u505a\u5230\u7684\uff1f<\/p>\n

\u7b80\u5355\u6765\u8bf4\uff0c\u8fd9\u6b21Prime Intellect\u7684\u5b9e\u9a8c\uff0c\u5c31\u662f\u8ba9\u5341\u51e0\u4e2a\u524d\u6cbf\u5927\u6a21\u578b\uff0c\u53bb\u901f\u901aKarpathy\u90a3\u5957\u8457\u540d\u7684nanoGPT\u8bad\u7ec3\u4efb\u52a1\u3002<\/p>\n

\u4e0d\u8fc7\u5148\u6f84\u6e05\u4e00\u70b9\u3002<\/p>\n

\u8fd9\u6b21\u5e76\u4e0d\u6bd4\u8c01\u80fd\u51ed\u7a7a\u53d1\u660e\u4e00\u4e2a\u591a\u4e48\u539f\u521b\u7684\u65b0\u7b97\u6cd5\u3002<\/p>\n

Prime Intellect\u505a\u7684\uff0c\u662f\u76f4\u63a5\u628aAI\u6254\u8fdb\u4e00\u4e2a\u76ee\u6807\u660e\u786e\u3001\u53cd\u9988\u5feb\u901f\u7684\u771f\u5b9e\u8bad\u7ec3\u4efb\u52a1\u91cc\uff0c\u770b\u5b83\u80fd\u4e0d\u80fd\u50cf\u4eba\u7c7b\u7814\u7a76\u5458\u4e00\u6837\uff0c\u4e0d\u65ad\u63d0\u51fa\u5047\u8bbe\u3001\u8dd1\u5b9e\u9a8c\u3001\u770b\u7ed3\u679c\uff0c\u518d\u7ee7\u7eed\u5f80\u4e0b\u6539\u3002<\/p>\n

Agent\u4e00\u5f00\u59cb\u4f1a\u62ff\u5230\u4e00\u4efd\u5e26\u6709baseline\u8d85\u53c2\u6570\u7684\u8bad\u7ec3\u811a\u672c\uff0c\u540c\u65f6\u53ea\u5f97\u5230\u4e00\u4e2a\u63d0\u793a\uff1a\u73b0\u5728\u8fd9\u5957\u65b9\u6848\u8fd8\u4e0d\u591f\u597d\u3002<\/p>\n

\u81f3\u4e8e\u54ea\u91cc\u80fd\u53d8\u597d\uff0c\u600e\u4e48\u53d8\u597d\uff0c\u6ca1\u4eba\u544a\u8bc9\u5b83\uff1a<\/p>\n

\u7a76\u7adf\u662f\u6362\u4e00\u79cd\u66f4\u597d\u7684\u9884\u6761\u4ef6\u65b9\u6cd5\uff0c\u7ed9\u6743\u91cd\u548c\u66f4\u65b0\u5e45\u5ea6\u52a0\u4e0a\u9650\u548c\u4e0b\u9650\uff0c\u8c03\u6574\u5b66\u4e60\u7387schedule\uff0c\u8ba9\u9ad8\u5b66\u4e60\u7387\u4fdd\u6301\u5f97\u66f4\u4e45\uff0c\u8fd8\u662f\u5728\u8bad\u7ec3\u540e\u671f\u52a0\u5165\u6743\u91cd\u5e73\u5747\uff0c\u90fd\u5f97\u9760Agent\u81ea\u5df1\u4e00\u70b9\u70b9\u8bd5\u51fa\u6765\u3002<\/p>\n

\u6240\u4ee5\uff0c\u8fd9\u4e9b\u5b9e\u9a8c\u5230\u6700\u540e\u90fd\u53ea\u770b\u4e00\u4e2a\u6307\u6807\uff1a<\/p>\n

\u7528\u5c3d\u53ef\u80fd\u5c11\u7684training steps\uff0c\u628a\u4e00\u4e2a1.24\u4ebf\u53c2\u6570GPT\u7684\u9a8c\u8bc1\u96c6loss\u964d\u52303.28\u4ee5\u4e0b\u3002<\/p>\n

\u4e3a\u4e86\u8ba9\u5927\u5bb6\u4ece\u540c\u4e00\u6761\u8d77\u8dd1\u7ebf\u51fa\u53d1\uff0cPrime Intellect\u628abaseline\u5b9a\u5728\u4e863290\u6b65\u3002<\/p>\n

\u4f5c\u4e3a\u53c2\u7167\uff0c\u76ee\u524d\u516c\u5f00\u7684\u6700\u597d\u7eaa\u5f55\u5219\u662f\u4eba\u7c7b\u76842600\u6b65\u3002<\/p>\n

\u4e8e\u662f\u5462\uff0c\u6574\u4e2a\u6bd4\u8d5b\u5c31\u53d8\u6210\u4e86\u4ece3290\u6b65\u51fa\u53d1\uff0c\u770b\u8c01\u80fd\u628a\u8fd9\u4e2a\u6570\u5b57\u538b\u5f97\u66f4\u4f4e\u3002<\/p>\n

\u538b\u5f97\u8d8a\u4f4e\uff0c\u8bf4\u660e\u5b83\u627e\u5230\u7684\u8bad\u7ec3recipe\u8d8a\u9ad8\u6548\uff0c\u4e5f\u5c31\u8d8a\u63a5\u8fd1\u9876\u5c16\u4eba\u7c7b\u7814\u7a76\u8005\u5df2\u7ecf\u505a\u5230\u7684\u6c34\u5e73\u3002<\/p>\n

\u5177\u4f53\u7684\uff0c\u53c2\u4e0e\u6d4b\u8bd5\u7684\u5305\u62ecFable 5\u3001Opus 5\u3001GPT-5.6 Sol\u3001Kimi K3\u3001Grok 4.5\u3001GLM 5.2\u3001Muse Spark 1.1\u3001DeepSeek V4 Pro\u3001Grok 4.6\u3001Muse Spark 1.2\u3001Qwen 3.8\u7b49\u5171\u8ba118\u4e2a\u524d\u6cbf\u6a21\u578b\u3002<\/p>\n

\u6bcf\u6b21\u542f\u52a8\u4e4b\u540e\uff0cAgent\u4f1a\u62ff\u5230\u4e09\u6837\u4e1c\u897f\uff1a\u4ee3\u7801\u4ed3\u5e93\u3001\u4e00\u4efd\u89c4\u5219\u624b\u518c\uff0c\u4ee5\u53ca\u4e00\u6761\u76ee\u6807\u6307\u4ee4\u3002<\/p>\n

\u5b9e\u9a8c\u7edf\u4e00\u8fd0\u884c\u57288\u5f20H200\u4e0a\uff0c\u4ece\u8fd9\u91cc\u5f00\u59cb\uff0c\u4eba\u7c7b\u57fa\u672c\u9000\u51fa\u3002<\/p>\n

\u6539\u4f18\u5316\u5668\u3001\u5199\u4ee3\u7801\u3001\u542f\u52a8\u8bad\u7ec3\u3001\u6bd4\u8f83loss\u3001\u5224\u65ad\u7ed3\u679c\u662f\u4e0d\u662f\u566a\u58f0\u3001\u51b3\u5b9a\u4e0b\u4e00\u8f6e\u5b9e\u9a8c\u505a\u4ec0\u4e48\uff0c\u5168\u90fd\u7531Agent\u81ea\u5df1\u5b8c\u6210\u3002<\/p>\n

\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c\u4e3a\u4e86\u9632\u6b62\u5b83\u4eec\u76f4\u63a5\u4e0a\u7f51\u6284\u73b0\u6210\u7b54\u6848\uff0c\u6574\u4e2a\u8fc7\u7a0b\u8fd8\u88ab\u9501\u8fdbsandbox\uff0c\u5e76\u4e14\u5f7b\u5e95\u65ad\u7f51\u3002<\/p>\n

\u6700\u7ec8\uff0cPrime Intellect\u4e00\u5171\u8dd1\u4e86153\u6b21\u5168\u81ea\u4e3b\u5b9e\u9a8c\uff0c\u5355\u6b21\u6700\u957f\u6301\u7eed\u8d85\u8fc78\u5929\u3002<\/p>\n

\u7136\u540e\uff0c\u4ed6\u4eec\u5148\u5f97\u51fa\u4e86\u4e00\u4e2a\u591a\u5c11\u6709\u70b9\u626b\u5174\u7684\u7ed3\u8bba\uff1a<\/p>\n

\u6ca1\u6709\u4efb\u4f55\u4e00\u6b21\u5b9e\u9a8c\uff0c\u63d0\u51fa\u4e86\u771f\u6b63\u610f\u4e49\u4e0a\u7684\u5168\u65b0\u65b9\u6cd5\u3002<\/p>\n

\u6700\u7ec8\u6709\u6548\u7684\u90a3\u4e9b\u62db\u6570\uff0c\u65e0\u8bba\u662fnormalization\u3001\u5b66\u4e60\u7387\u8c03\u6574\u3001\u6743\u91cd\u5e73\u5747\u8fd8\u662f\u5404\u79cdoptimizer\u6280\u5de7\uff0c\u57fa\u672c\u90fd\u80fd\u5728\u5df2\u6709\u7814\u7a76\u91cc\u627e\u5230\u7c7b\u4f3c\u601d\u8def\u3002<\/p>\n

\u4f46\u4e5f\u6b63\u56e0\u4e3a\u5927\u5bb6\u6700\u540e\u627e\u5230\u7684idea\u5dee\u4e0d\u591a\uff0c\u53e6\u4e00\u4e2a\u73b0\u8c61\u53cd\u800c\u53d8\u5f97\u66f4\u660e\u663e\uff1a<\/p>\n

\u771f\u6b63\u628a\u6a21\u578b\u62c9\u5f00\u5dee\u8ddd\u7684\uff0c\u4e0d\u662f\u60f3\u5230\u4ec0\u4e48\uff0c\u800c\u662f\u600e\u4e48\u628a\u5b83\u8bd5\u51fa\u6765\u3002<\/p>\n

\u8fd9\u91cc\u54b1\u4eec\u5148\u653e\u51e0\u4e2a\u7ed3\u8bba\uff1a<\/p>\n

\u5f31\u6a21\u578b\u5e38\u5e38\u4e00\u4e2aseed\u8dd1\u5dee\u4e86\u5c31\u653e\u5f03\uff0c\u5f3a\u6a21\u578b\u4f1a\u6362seed\u3001\u91cd\u65b0\u6d88\u878d\uff0c\u751a\u81f3\u7b49recipe\u53d8\u4e86\u4ee5\u540e\uff0c\u518d\u628a\u65e7\u65b9\u6848\u6361\u56de\u6765\u91cd\u6d4b\u3002<\/p>\n

Opus 5\u91cd\u65b0\u8c03\u03b22\u540e\u5237\u51fa\u4e86\u65b0\u7eaa\u5f55\uff0cFable 5\u4e00\u6b21\u91cd\u65b0\u63a2\u6d4b\u65e7\u65b9\u6848\uff0c\u53c8\u7701\u4e0b\u4e8631\u4e2asteps\u3002<\/p>\n

\u5b83\u4eec\u4f1a\u5148\u5224\u65ad\u4e00\u4e2a\u5c0f\u63d0\u5347\u5230\u5e95\u6765\u81ea\u771f\u5b9e\u6539\u8fdb\u8fd8\u662f\u968f\u673a\u6ce2\u52a8\uff0c\u518d\u51b3\u5b9a\u503c\u4e0d\u503c\u5f97\u7ee7\u7eed\u70e7\u7b97\u529b\u3002<\/p>\n

\u751a\u81f3\u6709\u6a21\u578b\u53d1\u73b0\uff0c\u540c\u4e00\u4e2aseed\u91cd\u590d\u8dd1\uff0closs\u4e5f\u4f1a\u56e0\u4e3aGPU\u975e\u786e\u5b9a\u6027\u53d1\u751f\u53d8\u5316\uff0c\u968f\u540e\u76f4\u63a5\u56f4\u7ed5\u8fd9\u4e2a\u73b0\u8c61\u91cd\u505a\u5b9e\u9a8c\u6d41\u7a0b\u3002<\/p>\n

Kimi K3\u4f1a\u81ea\u5df1\u5199\u5b9e\u9a8c\u51fd\u6570\u3001\u6bd4\u8f83loss\u66f2\u7ebf\u3001\u6062\u590dbaseline\uff0c\u751a\u81f3\u642d\u4e00\u4e2a\u5c0f\u578b\u6570\u503c\u5b9e\u9a8c\u5ba4\uff0c\u5148\u9a8c\u8bc1Newton-Schulz\uff0c\u518d\u628a\u7ed3\u8bba\u5e26\u56de\u771f\u5b9e\u8bad\u7ec3\u3002<\/p>\n

\u800c\u8dd1\u5f97\u6700\u8fdc\u7684Fable 5\uff0c\u6700\u7ec8\u505a\u52302726\u6b65\u3002<\/p>\n

\u4ece3290\u6b65baseline\uff0c\u52302600\u6b65\u7684\u4eba\u7c7b\u7eaa\u5f55\uff0c\u4e2d\u95f4\u4e00\u5171\u6709690\u6b65\u4f18\u5316\u7a7a\u95f4\u3002<\/p>\n

Fable 5\u5df2\u7ecf\u5403\u6389\u4e86564\u6b65\uff0c\u76f8\u5f53\u4e8e\u8d70\u5b8c\u5176\u4e2d\u5927\u7ea682%\u3002\u5230\u8fd9\u91cc\uff0c\u8fd9\u6b21\u5b9e\u9a8c\u771f\u6b63\u6709\u610f\u601d\u7684\u5730\u65b9\u624d\u51fa\u6765\u3002<\/p>\n

\u56e0\u4e3a\u5982\u679c\u5341\u51e0\u4e2a\u6a21\u578b\u6700\u540e\u60f3\u5230\u7684\u4e1c\u897f\u90fd\u5dee\u4e0d\u591a\uff0c\u90a3\u4e48\u81f3\u5c11\u5728\u8fd9\u79cd\u7814\u7a76\u4efb\u52a1\u91cc\uff0cidea\u672c\u8eab\u53ef\u80fd\u6ca1\u6709\u5927\u5bb6\u60f3\u8c61\u4e2d\u90a3\u4e48\u7a00\u7f3a\u3002<\/p>\n

\u771f\u6b63\u5f71\u54cd\u6210\u7ee9\u7684\uff0c\u53cd\u800c\u662f\u80fd\u4e0d\u80fd\u591a\u8bd5\u51e0\u4e2a\u65b9\u5411\uff0c\u80fd\u4e0d\u80fd\u66f4\u5feb\u6392\u9664\u9519\u8bef\uff0c\u80fd\u4e0d\u80fd\u6293\u4f4f\u90a3\u4e9b\u5f88\u5f31\u4f46\u771f\u5b9e\u5b58\u5728\u7684\u4fe1\u53f7\uff0c\u518d\u628a\u5b83\u4eec\u4e00\u8f6e\u8f6e\u53e0\u8d77\u6765\u3002<\/p>\n

\u6362\u53e5\u8bdd\u8bf4\uff0c\u79d1\u7814\u80fd\u529b\u5f00\u59cb\u8d8a\u6765\u8d8a\u50cf\u4e00\u4e2a\u8bd5\u9519\u541e\u5410\u91cf\u95ee\u9898\u3002<\/p>\n

\u800c\u8fd9\uff0c\u4e5f\u6b63\u597d\u89e3\u91ca\u4e86Prime Intellect\u4e3a\u4ec0\u4e48\u63a5\u4e0b\u6765\u628a\u91cd\u70b9\u653e\u5230\u4e86Multi-Agent Harness\u4e0a\u3002<\/p>\n

\u65e2\u7136\u5927\u91cf\u5de5\u4f5c\u90fd\u843d\u5728\u5199\u4ee3\u7801\u3001\u8dd1\u5b9e\u9a8c\u3001\u76ef\u7ed3\u679c\u3001\u505a\u9a8c\u8bc1\u8fd9\u4e9b\u73af\u8282\uff0c\u90a3\u4e48\u5c31\u6ca1\u5fc5\u8981\u6bcf\u4e00\u6b65\u90fd\u8c03\u7528\u6700\u8d35\u7684\u524d\u6cbf\u6a21\u578b\u3002<\/p>\n

\u53ef\u4ee5\u8ba9\u66f4\u4fbf\u5b9c\u7684\u5f00\u6e90\u6a21\u578b\u8d1f\u8d23\u76d1\u63a7\u548c\u5b9e\u73b0\uff0c\u628a\u771f\u6b63\u9700\u8981\u5224\u65ad\u7684\u73af\u8282\u7559\u7ed9\u66f4\u5f3a\u7684\u6a21\u578b\u3002<\/p>\n

\u8fd9\u6837\u4e00\u6765\uff0c\u540c\u6837\u7684\u94b1\u80fd\u8dd1\u66f4\u591a\u5b9e\u9a8c\uff0c\u540c\u6837\u7684\u5b9e\u9a8c\u4e5f\u80fd\u66f4\u5feb\u8dd1\u5b8c\u3002<\/p>\n

\u800c\u5f53\u4e00\u6b21\u8bd5\u9519\u8d8a\u6765\u8d8a\u4fbf\u5b9c\uff0cAI\u79d1\u7814\u80fd\u529b\u7684\u63d0\u5347\uff0c\u4e5f\u5c31\u4e0d\u4e00\u5b9a\u975e\u5f97\u7b49\u4e0b\u4e00\u4e2a\u66f4\u5f3a\u7684\u5927\u6a21\u578b\u3002<\/p>\n

\u628a\u5e95\u4e0b\u8fd9\u5957\u201c\u8bd5\u9519\u673a\u5668\u201d\u9020\u5f97\u66f4\u597d\uff0c\u672c\u8eab\u5c31\u80fd\u7ee7\u7eed\u628a\u6210\u7ee9\u5f80\u4e0a\u63a8\u3002<\/p>\n

\u6240\u4ee5Prime Intellect\u4e0b\u4e00\u6b65\u8fd8\u51c6\u5907\u628aSpeedrun\u6269\u5c55\u5230\u8bad\u7ec3\u6808\u7684\u66f4\u591a\u73af\u8282\uff0c\u540c\u65f6\u7ee7\u7eed\u653e\u5927\u5b9e\u9a8c\u89c4\u6a21\u3002<\/p>\n

\u4ece\u8fd9\u4e2a\u89d2\u5ea6\u770b\uff0cMulti-Agent Harness\u771f\u6b63\u60f3\u52a0\u901f\u7684\uff0c\u4e5f\u4e0d\u53ea\u662fnanoGPT\u3002<\/p>\n

\u5b83\u60f3\u52a0\u901f\u7684\u662fAI\u7814\u53d1\u672c\u8eab\u7684\u8fed\u4ee3\u901f\u5ea6\u3002<\/p>\n

\u8fd9\u5176\u5b9e\u8fd8\u771f\u6709\u70b9\u50cfOpenAI\u7814\u7a76\u5458\u7fc1\u5bb6\u7fcc\u4e4b\u524d\u5728Why Not TV\u91cc\u63d0\u5230\u7684\u4e00\u4e2a\u5224\u65ad\uff1a<\/p>\n

\u5bf9\u4e8e\u4eba\u7c7b\u7814\u7a76\u5458\u6765\u8bf4\uff0cidea\u672c\u8eab\u5f80\u5f80\u5f88\u4fbf\u5b9c\u3002<\/p>\n

\u5927\u5bb6\u80fd\u60f3\u5230\u7684\u65b9\u5411\uff0c\u53ef\u80fd\u5e76\u6ca1\u6709\u60f3\u8c61\u4e2d\u5dee\u90a3\u4e48\u591a\u3002<\/p>\n

\u771f\u6b63\u62c9\u5f00\u5dee\u8ddd\u7684\u662f infra\uff08\u57fa\u7840\u8bbe\u65bd\uff09\u7684\u8fed\u4ee3\u901f\u5ea6\u2014\u2014\u8c01\u80fd\u66f4\u5feb\u3001\u66f4\u7a33\u5730\u9a8c\u8bc1\u60f3\u6cd5\u3001\u4fee bug\u3001\u8dd1\u5b9e\u9a8c\uff0c\u8c01\u5c31\u80fd\u8d62\u3002<\/p>\n

\u800c\u653e\u5230AI4AI\u91cc\uff0c\u9053\u7406\u53ef\u80fd\u4e5f\u4e00\u6837\u3002<\/p>\n

\u6211\u4eec\u672a\u5fc5\u9700\u8981\u6bcf\u4e00\u6b65\u90fd\u8ba9\u4e00\u4e2a\u6781\u5176\u806a\u660e\u3001\u6781\u5176\u6602\u8d35\u7684\u6a21\u578b\u4eb2\u81ea\u4e0b\u573a\u3002<\/p>\n

\u5f88\u591a\u65f6\u5019\uff0c\u771f\u6b63\u9700\u8981\u89e3\u51b3\u7684\u662f\uff1a<\/p>\n

\u600e\u4e48\u8ba9\u4e00\u4e2a\u8fd8\u4e0d\u9519\u7684\u6a21\u578b\uff0c\u4ee5\u8db3\u591f\u4f4e\u7684\u6210\u672c\uff0c\u628a\u5b9e\u9a8c\u5faa\u73af\u8dd1\u5f97\u8db3\u591f\u5feb\u3002<\/p>\n

\u8fd9\u65f6\u5019\uff0c\u4fbf\u5b9c\u7684\u5f00\u6e90\u6a21\u578b+Harness\uff0c\u53cd\u800c\u5f00\u59cb\u663e\u51fa\u4f18\u52bf\u3002<\/p>\n

\u800c\u4e14\u503c\u5f97\u4e00\u63d0\u7684\u662f\uff0c\u5728Kimi K3\u7684\u6d4b\u8bd5\u4e2d\uff0c\u6b63\u662fPrime Intellect\u81ea\u5bb6\u7684Prime Agent Harness\u7ed9\u6a21\u578b\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6301\u4e45\u8fd0\u884c\u7684 IPython \u5185\u6838\uff0c\u8ba9\u5b83\u4eec\u53ef\u4ee5\u56f4\u7ed5\u7814\u7a76\u4efb\u52a1\uff0c\u81ea\u5df1\u642d\u5efa\u548c\u8fed\u4ee3\u4e00\u5957\u5de5\u4f5c\u6d41\u3002<\/p>\n

\u800c\u8fd9\u5957\u5185\u6838\u4e5f\u8ba9K3\u5f97\u4ee5\u5728\u5b9e\u9a8c\u4e2d\uff0c\u53ef\u4ee5\u4e3b\u52a8\u63a8\u7ffb\u81ea\u5df1\u7684\u5047\u8bbe\uff0c\u4ece\u800c\u63d0\u9ad8\u6548\u7387\u3002<\/p>\n

\u8fd9\u4ef6\u4e8b\u770b\u8d77\u6765\u53ea\u662f\u4e00\u4e2a\u5c0f\u529f\u80fd\uff0c\u4f46\u653e\u5230RSI\u91cc\uff0c\u5176\u5b9e\u5f88\u5173\u952e\u3002<\/p>\n

\u56e0\u4e3a\u5982\u679c\u6a21\u578b\u7684\u80fd\u529b\u77ed\u671f\u5185\u6ca1\u6709\u7a81\u7136\u8df3\u5347\uff0c\u90a3\u4e48\u63a5\u4e0b\u6765\u6700\u5bb9\u6613\u7ee7\u7eed\u6269\u5f20\u7684\uff0c\u53ef\u80fd\u6070\u6070\u5c31\u662f\u6a21\u578b\u5916\u56f4\u7684\u79d1\u7814\u57fa\u7840\u8bbe\u65bd\u3002<\/p>\n

\u8ba9\u5b83\u62e5\u6709\u66f4\u957f\u65f6\u95f4\u7684\u5de5\u4f5c\u72b6\u6001\u3001\u66f4\u987a\u624b\u7684\u5b9e\u9a8c\u5de5\u5177\u3001\u66f4\u4fbf\u5b9c\u7684\u6267\u884c\u6a21\u578b\uff0c\u4ee5\u53ca\u80fd\u591f\u540c\u65f6\u8dd1\u66f4\u591a\u5047\u8bbe\u7684Multi-Agent\u7cfb\u7edf\u3002<\/p>\n

\u6700\u540e\u5f97\u5230\u7684\uff0c\u4e0d\u4e00\u5b9a\u662f\u4e00\u4e2a\u7a81\u7136\u201c\u667a\u529b\u7206\u70b8\u201d\u7684\u8d85\u7ea7\u6a21\u578b\u3002<\/p>\n

\u4e5f\u53ef\u80fd\u662f\u4e00\u53f0\u8d8a\u6765\u8d8a\u4fbf\u5b9c\u3001\u8d8a\u6765\u8d8a\u5feb\u3001\u8d8a\u6765\u8d8a\u4e0d\u77e5\u75b2\u5026\u7684AI\u79d1\u7814\u673a\u5668\u3002<\/p>\n

\u800c\u5982\u679cAI\u5f00\u53d1AI\u6700\u7ec8\u771f\u8981\u8fdb\u5165\u6307\u6570\u7ea7\u52a0\u901f\uff0cPrime Intellect\u7ed9\u51fa\u7684\u8fd9\u6761\u8def\u7ebf\u81f3\u5c11\u63d0\u9192\u4e86\u4e00\u4ef6\u4e8b\uff1a<\/p>\n

\u51b3\u5b9a\u901f\u5ea6\u7684\uff0c\u672a\u5fc5\u53ea\u6709\u4e0a\u9762\u90a3\u4e2a\u6a21\u578b\u6709\u591a\u806a\u660e\u3002\u4e0b\u9762\u90a3\u5957\u8ba9\u5b83\u4e0d\u65ad\u8bd5\u9519\u7684\u673a\u5668\uff0c\u540c\u6837\u91cd\u8981\u3002<\/p>\n

\u53c2\u8003\u94fe\u63a5<\/p>\n

[1]https:\/\/www.primeintellect.ai\/blog\/measuring-autonomous-research<\/p>\n

[2]https:\/\/www.primeintellect.ai\/blog\/prime-agent<\/p>\n

\n

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

\u672c\u535a\u5ba2\u90e8\u5206\u5185\u5bb9\u4e3a\u8f6c\u8f7d\u6587\u7ae0\uff0c\u65e8\u5728\u5206\u4eab\u6709\u4ef7\u503c\u7684\u4fe1\u606f\uff0c\u7248\u6743\u5f52\u539f\u4f5c\u8005\u6240\u6709\u3002<\/p>\n

\u8f6c\u8f7d\u4ec5\u4e3a\u4e2a\u4eba\u5b66\u4e60\u4e0e\u4ea4\u6d41\u76ee\u7684\uff0c\u4e0d\u5bf9\u6587\u7ae0\u89c2\u70b9\u8d1f\u8d23\uff0c\u4ea6\u4e0d\u7528\u4e8e\u4efb\u4f55\u5546\u4e1a\u7528\u9014\u3002<\/p>\n

\u5982\u6d89\u53ca\u7248\u6743\u95ee\u9898\uff0c\u8bf7\u8054\u7cfb\u672c\u4eba\u5220\u9664\u3002<\/p>\n<\/blockquote>\n","protected":false},"excerpt":{"rendered":"

henry \u53d1\u81ea \u51f9\u975e\u5bfa<\/p>\n

\u521a\u521a\uff0c\u95ed\u6e90RSI\u7684\u94a6\u70b9\u4e25\u7236\u6765\u4e86\uff01<\/p>\n

\u5f00\u6e90AI\u57fa\u7840\u8bbe\u65bd\u516c\u53f8Prime Intellect\u5728\u6700\u65b0\u7684\u4e00\u9879\u7814\u7a76\u4e2d\u63d0\u51fa\uff1a<\/p>\n

\u501f\u52a9\u591a\u667a\u80fd\u4f53Harness\uff0c\u53ef\u4ee5\u628a\u76d1\u63a7\u548c\u5177\u4f53\u5b9e\u73b0\u4ea4\u7ed9\u66f4\u5c0f\u3001\u66f4\u4fbf\u5b9c\u7684\u5f00\u6e90\u6a21\u578b\uff0c\uff0c\u4ece\u800c\u8ba9\u201cAI\u5f00\u53d1AI\u201d\u53d8\u5f97\u66f4\u4fbf\u5b9c\uff0c\u751a\u81f3\u6548\u679c\u66f4\u597d\u3002<\/p>\n

\u5728\u5b9e\u9a8c\u4e2d\uff0c\u4ed6\u4eec\u628aFable 5\u3001Opus 5\u3001GPT-5.6 Sol\u3001Kimi K3\u7b4918\u4e2a\u524d\u6cbf\u6a21\u578b\uff0c\u6254\u8fdb\u4e86\u4e00\u573ananoGPT\u4f18<\/p>\n","protected":false},"author":1,"featured_media":7103,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[668,1028,1121],"class_list":["post-7107","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-xwzx","tag-harness","tag-rsi","tag-1121"],"_links":{"self":[{"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/posts\/7107","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/comments?post=7107"}],"version-history":[{"count":0,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/posts\/7107\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/media\/7103"}],"wp:attachment":[{"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/media?parent=7107"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/categories?post=7107"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/1ow.top\/index.php\/wp-json\/wp\/v2\/tags?post=7107"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}