{"id":7316,"date":"2026-09-16T13:44:37","date_gmt":"2026-09-16T05:44:37","guid":{"rendered":"https:\/\/nullthought.net\/?p=7316"},"modified":"2026-09-16T13:44:40","modified_gmt":"2026-09-16T05:44:40","slug":"ai%e5%bc%80%e5%a7%8b%e6%94%b9%e8%bf%9b%e8%87%aa%e5%b7%b1%ef%bc%9a%e4%bb%8e-self-refine-%e5%88%b0%e9%80%92%e5%bd%92%e8%87%aa%e6%88%91%e6%94%b9%e8%bf%9b-rsi","status":"publish","type":"post","link":"https:\/\/nullthought.net\/?p=7316","title":{"rendered":"AI\u5f00\u59cb\u201c\u6539\u8fdb\u81ea\u5df1\u201d\uff1a\u4ece Self-Refine \u5230\u9012\u5f52\u81ea\u6211\u6539\u8fdb RSI"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u5728\u4eba\u5de5\u667a\u80fd\u9886\u57df\uff0c<strong>RSI\uff08Recursive Self-Improvement\uff0c\u9012\u5f52\u81ea\u6211\u6539\u8fdb\uff09<\/strong>\u6307\u7684\u662f\uff1aAI \u4e0d\u53ea\u662f\u5b8c\u6210\u4efb\u52a1\uff0c\u800c\u662f\u53c2\u4e0e\u6539\u8fdb\u201c\u4ea7\u751f\u4e0b\u4e00\u4e2a\u66f4\u5f3a AI \u7684\u8fc7\u7a0b\u201d\uff1b\u66f4\u8fdb\u4e00\u6b65\uff0c\u6bcf\u4e00\u6b21\u6539\u8fdb\u53c8\u8ba9\u5b83\u4e0b\u4e00\u8f6e\u6539\u8fdb\u81ea\u8eab\u7684\u80fd\u529b\u66f4\u5f3a\uff0c\u7531\u6b64\u5f62\u6210\u6b63\u53cd\u9988\u5faa\u73af\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e2a\u6982\u5ff5\u5e76\u4e0d\u65b0\u3002I. J. Good \u5728 1965 \u5e74\u8ba8\u8bba\u201c\u8d85\u667a\u80fd\u673a\u5668\u201d\u65f6\u5c31\u63d0\u51fa\u8fc7\u8457\u540d\u903b\u8f91\uff1a\u5982\u679c\u673a\u5668\u80fd\u591f\u80dc\u8fc7\u4eba\u7c7b\u8fdb\u884c\u673a\u5668\u8bbe\u8ba1\uff0c\u90a3\u4e48\u5b83\u5c31\u53ef\u80fd\u8bbe\u8ba1\u51fa\u6bd4\u81ea\u8eab\u66f4\u597d\u7684\u673a\u5668\uff0c\u7ee7\u800c\u5f15\u53d1\u6240\u8c13\u201c\u667a\u80fd\u7206\u70b8\u201d\u3002(<a href=\"https:\/\/www.sciencedirect.com\/science\/article\/abs\/pii\/S0065245808604180?utm_source=chatgpt.com\">ScienceDirect<\/a>) \u4f46\u76f4\u5230\u5927\u6a21\u578b\u548c AI Agent \u51fa\u73b0\uff0c\u8fd9\u4e00\u601d\u60f3\u624d\u5f00\u59cb\u4ece\u54f2\u5b66\u5047\u8bbe\u9010\u6e10\u8f6c\u53d8\u6210\u53ef\u4ee5\u5b9e\u9a8c\u7684\u5de5\u7a0b\u95ee\u9898\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/nullthought.net\/wp-content\/uploads\/2026\/09\/AI\u81ea\u6211\u8fed\u4ee3RSI-1024x1024.jpg\" alt=\"\" class=\"wp-image-7317\" srcset=\"https:\/\/nullthought.net\/wp-content\/uploads\/2026\/09\/AI\u81ea\u6211\u8fed\u4ee3RSI-1024x1024.jpg 1024w, https:\/\/nullthought.net\/wp-content\/uploads\/2026\/09\/AI\u81ea\u6211\u8fed\u4ee3RSI-150x150.jpg 150w, https:\/\/nullthought.net\/wp-content\/uploads\/2026\/09\/AI\u81ea\u6211\u8fed\u4ee3RSI-300x300.jpg 300w, https:\/\/nullthought.net\/wp-content\/uploads\/2026\/09\/AI\u81ea\u6211\u8fed\u4ee3RSI-120x120.jpg 120w, https:\/\/nullthought.net\/wp-content\/uploads\/2026\/09\/AI\u81ea\u6211\u8fed\u4ee3RSI-768x768.jpg 768w, https:\/\/nullthought.net\/wp-content\/uploads\/2026\/09\/AI\u81ea\u6211\u8fed\u4ee3RSI.jpg 1254w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">AI\u81ea\u6211\u8fed\u4ee3RSI<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e00\u3001RSI\u7a76\u7adf\u201c\u9012\u5f52\u201d\u5728\u54ea\u91cc\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u666e\u901a\u6a21\u578b\u5347\u7ea7\u57fa\u672c\u662f\u8fd9\u6837\u7684\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4eba\u7c7b\u7814\u7a76\u5458 \u2192 \u63d0\u51fa\u65b0\u7b97\u6cd5 \u2192 \u5199\u4ee3\u7801 \u2192 \u8bad\u7ec3\u6a21\u578b \u2192 \u6d4b\u8bd5 \u2192 \u5f97\u5230\u66f4\u5f3a\u6a21\u578b<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">RSI \u5e0c\u671b\u9010\u6b65\u628a\u5176\u4e2d\u66f4\u591a\u73af\u8282\u4ea4\u7ed9 AI\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>AI\u53d1\u73b0\u95ee\u9898 \u2192 AI\u63d0\u51fa\u6539\u8fdb\u65b9\u6848 \u2192 AI\u4fee\u6539\u4ee3\u7801\/\u8bad\u7ec3\u65b9\u6cd5 \u2192 AI\u8fd0\u884c\u5b9e\u9a8c \u2192 AI\u8bc4\u4ef7\u7ed3\u679c \u2192 AI\u4fdd\u7559\u6709\u6548\u6539\u8fdb \u2192 \u66f4\u5f3aAI\u7ee7\u7eed\u6539\u8fdb\u4e0b\u4e00\u4ee3\u7cfb\u7edf<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u771f\u6b63\u5173\u952e\u7684\u4e0d\u662f\u201cAI\u4fee\u6539\u4e86\u81ea\u5df1\u7684\u4ee3\u7801\u201d\uff0c\u800c\u662f\u6700\u540e\u4e00\u6b65\uff1a<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>\u6539\u8fdb\u540e\u7684 AI\uff0c\u6bd4\u4e0a\u4e00\u4ee3\u66f4\u64c5\u957f\u6539\u8fdb AI\u3002<\/strong><\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u624d\u5f62\u6210\u9012\u5f52\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u5982\uff0c\u4e00\u4e2a\u6a21\u578b\u628a\u63a8\u7406\u51c6\u786e\u7387\u4ece 80% \u63d0\u9ad8\u5230 82%\uff0c\u8fd9\u53ea\u662f\u81ea\u6211\u4f18\u5316\uff1b\u5982\u679c\u8fd9\u4e2a\u66f4\u5f3a\u7684\u6a21\u578b\u540c\u65f6\u66f4\u64c5\u957f\u8bbe\u8ba1\u8bad\u7ec3\u7b97\u6cd5\uff0c\u4e8e\u662f\u4e0b\u4e00\u8f6e\u80fd\u628a\u7cfb\u7edf\u63d0\u9ad8\u5230 86%\uff0c\u65b0\u7684\u6a21\u578b\u53c8\u66f4\u64c5\u957f AI \u7814\u7a76\uff0c\u90a3\u4e48\u624d\u9010\u6e10\u63a5\u8fd1 RSI\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u56e0\u6b64\uff0c\u73b0\u5728\u6d41\u884c\u7684 <strong>Self-Reflection\u3001Self-Correction\u3001Self-Play\u3001Self-Reward\u3001Self-Evolve<\/strong> \u7b49\u6982\u5ff5\u867d\u7136\u4e0e RSI \u6709\u5173\uff0c\u5374\u4e0d\u80fd\u7b80\u5355\u7b49\u540c\u4e8e RSI\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">2026 \u5e74\u4e00\u7bc7\u5bf9 <strong>1250 \u7bc7 2024\u20142026 \u5e74\u76f8\u5173\u8bba\u6587<\/strong>\u8fdb\u884c\u6574\u7406\u7684\u7efc\u8ff0\u7279\u522b\u5f3a\u8c03\u4e86\u8fd9\u4e00\u70b9\uff1a\u4eca\u5929\u5927\u91cf\u6240\u8c13\u201cself-improvement\u201d\u5176\u5b9e\u662f<strong>\u6709\u9650\u3001\u53ef\u9a8c\u8bc1\u7684\u81ea\u6211\u6539\u8fdb<\/strong>\uff0c\u771f\u6b63\u5f00\u653e\u5f0f\u7684 RSI \u4ecd\u7136\u6ca1\u6709\u5b9e\u73b0\u3002(<a href=\"https:\/\/arxiv.org\/abs\/2607.07663\">arXiv<\/a>)<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e8c\u3001\u53ef\u4ee5\u628aAI\u81ea\u6211\u8fed\u4ee3\u7406\u89e3\u6210\u4e94\u5c42<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e00\u5c42\u662f\u73b0\u5728\u5df2\u7ecf\u5f88\u5e38\u89c1\u7684<strong>\u8f93\u51fa\u81ea\u6211\u4fee\u6b63<\/strong>\u3002\u6a21\u578b\u5148\u56de\u7b54\uff0c\u518d\u68c0\u67e5\u81ea\u5df1\u7684\u7b54\u6848\uff0c\u518d\u4fee\u6539\u7b54\u6848\u3002\u8fd9\u91cc\u6a21\u578b\u53c2\u6570\u6ca1\u6709\u53d8\u5316\uff0c\u672c\u8d28\u4e0a\u7c7b\u4f3c\u201c\u5199\u5b8c\u4ee5\u540e\u81ea\u5df1\u68c0\u67e5\u4e00\u904d\u201d\u3002\u8fd9\u7c7b\u6280\u672f\u5df2\u7ecf\u975e\u5e38\u6210\u719f\uff0c\u4f46\u8ddd\u79bb RSI \u5f88\u8fdc\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e8c\u5c42\u5f00\u59cb\u8fdb\u5165 <strong>Agent \u81ea\u6211\u6539\u8fdb<\/strong>\u3002\u73b0\u4ee3\u667a\u80fd\u4f53\u9664\u4e86\u57fa\u7840\u6a21\u578b\uff0c\u8fd8\u5305\u542b Prompt\u3001Memory\u3001Tools\u3001Skills\u3001\u5de5\u4f5c\u6d41\u548c Agent Harness\u3002AI \u53ef\u4ee5\u6839\u636e\u8fc7\u53bb\u5931\u8d25\u7ecf\u9a8c\u4fee\u6539\u63d0\u793a\u8bcd\u3001\u589e\u52a0\u5de5\u5177\u3001\u6539\u5199\u6280\u80fd\u6587\u4ef6\u751a\u81f3\u4fee\u6539\u81ea\u5df1\u7684 Agent \u4ee3\u7801\u30022026 \u5e74\u7684\u667a\u80fd\u4f53\u7814\u7a76\u5df2\u7ecf\u8d8a\u6765\u8d8a\u591a\u5730\u628a\u201c\u6a21\u578b + Prompt + Memory + Tools + Workflow\u201d\u6574\u4e2a\u7cfb\u7edf\uff0c\u800c\u4e0d\u662f\u5355\u4e2a LLM\uff0c\u5f53\u6210\u81ea\u6211\u8fed\u4ee3\u5bf9\u8c61\u3002(<a href=\"https:\/\/arxiv.org\/abs\/2607.13104?utm_source=chatgpt.com\">arXiv<\/a>)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u5b9e\u9645\u4e0a\u975e\u5e38\u91cd\u8981\uff0c\u56e0\u4e3a\u4fee\u6539 Agent \u5916\u5c42\u7cfb\u7edf\u8981\u6bd4\u91cd\u65b0\u8bad\u7ec3\u4e00\u4e2a\u5927\u6a21\u578b\u4fbf\u5b9c\u5f97\u591a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e09\u5c42\u662f<strong>\u8bad\u7ec3\u5c42\u9762\u7684\u81ea\u6211\u8fed\u4ee3<\/strong>\u3002AI \u53ef\u4ee5\u81ea\u5df1\u4ea7\u751f\u8bad\u7ec3\u6570\u636e\u3001\u8bbe\u8ba1\u9898\u76ee\u3001\u751f\u6210\u63a8\u7406\u8fc7\u7a0b\u3001\u8bc4\u4ef7\u7b54\u6848\uff0c\u518d\u5229\u7528\u8fd9\u4e9b\u6570\u636e\u8fdb\u884c\u5f3a\u5316\u5b66\u4e60\u3001\u81ea\u84b8\u998f\u6216 Self-Play\u3002\u6362\u53e5\u8bdd\u8bf4\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u6a21\u578b \u2192 \u751f\u6210\u6570\u636e \u2192 \u8bc4\u4ef7\u6570\u636e \u2192 \u8bad\u7ec3\u6a21\u578b \u2192 \u65b0\u6a21\u578b<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f00\u59cb\u5f62\u6210\u4e00\u4e2a\u771f\u6b63\u7684\u5b66\u4e60\u95ed\u73af\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u56db\u5c42\u5219\u66f4\u52a0\u5173\u952e\uff1a<strong>AI\u5f00\u59cb\u8fdb\u884cAI\u7814\u7a76\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e5f\u5c31\u662f\u8bf4\uff0cAI\u4e0d\u518d\u53ea\u662f\u6309\u7167\u4eba\u7c7b\u6307\u5b9a\u7684\u65b9\u6cd5\u8bad\u7ec3\u6a21\u578b\uff0c\u800c\u662f\u5f00\u59cb\u505a\u7c7b\u4f3c\u7814\u7a76\u5de5\u7a0b\u5e08\u7684\u5de5\u4f5c\uff1a\u9605\u8bfb\u8bba\u6587\u3001\u63d0\u51fa\u5047\u8bbe\u3001\u4fee\u6539\u8bad\u7ec3\u4ee3\u7801\u3001\u8fd0\u884c GPU \u5b9e\u9a8c\u3001\u5206\u6790\u5b9e\u9a8c\u7ed3\u679c\u3001\u8c03\u6574\u8d85\u53c2\u6570\uff0c\u518d\u63d0\u51fa\u4e0b\u4e00\u7ec4\u5b9e\u9a8c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">OpenAI \u5df2\u7ecf\u628a\u8fd9\u79cd\u80fd\u529b\u5355\u72ec\u4f5c\u4e3a <strong>AI Self-Improvement Capability<\/strong> \u8fdb\u884c\u8bc4\u6d4b\u3002\u4f8b\u5982\u5176 2026 \u5e74\u7684 PostTrainBench Lite \u4f1a\u7ed9 Agent \u4e00\u4e2a\u57fa\u7840\u6a21\u578b\u3001\u4e00\u5757 H100 GPU \u548c\u4e94\u5c0f\u65f6\uff0c\u8ba9 AI \u81ea\u5df1\u51b3\u5b9a\u8bad\u7ec3\u6570\u636e\u3001\u8bad\u7ec3\u65b9\u6cd5\u548c\u5b9e\u9a8c\u914d\u7f6e\uff0c\u5e76\u6839\u636e\u4e2d\u95f4\u7ed3\u679c\u7ee7\u7eed\u8c03\u6574\u3002\u6700\u65b0\u7ed3\u679c\u663e\u793a\u7cfb\u7edf\u5df2\u7ecf\u80fd\u5b8c\u6210\u76f8\u5f53\u4e00\u90e8\u5206\u5de5\u4f5c\uff0c\u4f46\u4f9d\u7136\u5bb9\u6613\u9677\u5165\u5355\u4e00\u7b56\u7565\u3001\u9488\u5bf9\u8bc4\u6d4b\u8fc7\u5ea6\u4f18\u5316\uff0c\u4e5f\u8fd8\u4e0d\u80fd\u7a33\u5b9a\u8bbe\u8ba1\u5b8c\u6574\u7684\u540e\u8bad\u7ec3\u65b9\u6848\u3002(<a href=\"https:\/\/deploymentsafety.openai.com\/gpt-5-6-preview\">OpenAI Deployment Safety Hub<\/a>)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e94\u5c42\u624d\u662f\u4e25\u683c\u610f\u4e49\u4e0a\u7684 <strong>RSI<\/strong>\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>AI\u4e0d\u4ec5\u4f18\u5316\u6a21\u578b\uff0c\u800c\u4e14\u4f18\u5316\u201c\u4f18\u5316AI\u7684\u65b9\u6cd5\u672c\u8eab\u201d\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u5982\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">AI \u6539\u8fdb\u8bad\u7ec3\u7b97\u6cd5<br>\u2192 \u65b0\u6a21\u578b\u66f4\u64c5\u957f\u7814\u7a76\u8bad\u7ec3\u7b97\u6cd5<br>\u2192 \u65b0\u6a21\u578b\u8bbe\u8ba1\u66f4\u597d\u7684\u81ea\u52a8\u7814\u7a76\u7cfb\u7edf<br>\u2192 \u65b0\u7814\u7a76\u7cfb\u7edf\u4ea7\u751f\u66f4\u5f3a\u6a21\u578b<br>\u2192 \u66f4\u5f3a\u6a21\u578b\u518d\u6b21\u6539\u8fdb\u7814\u7a76\u7cfb\u7edf\u2026\u2026<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u5c31\u662f\u9012\u5f52\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">2026 \u5e74 9 \u6708 10 \u65e5\u521a\u53d1\u8868\u7684\u4e00\u7bc7 RSI \u9884\u5370\u672c\u628a\u8fd9\u4e00\u8fc7\u7a0b\u8fdb\u4e00\u6b65\u62c6\u6210\u4e86\u201c\u6539\u8fdb\u6267\u884c\u81ea\u4e3b\u5316\u3001\u6539\u8fdb\u7b56\u7565\u81ea\u4e3b\u5316\u3001\u7ecf\u9a8c\u83b7\u53d6\u81ea\u4e3b\u5316\u3001\u73af\u5883\u9002\u5e94\u81ea\u4e3b\u5316\uff0c\u4ee5\u53ca\u6700\u7ec8\u7684\u9012\u5f52\u5f0f\u5143\u6539\u8fdb\u201d\u3002\u8fd9\u53ef\u4ee5\u770b\u4f5c\u5f53\u524d\u7814\u7a76\u754c\u5bf9\u201c\u771f\u6b63 RSI\u201d\u8f83\u4e3a\u5b8c\u6574\u7684\u4e00\u6761\u8def\u7ebf\u56fe\uff0c\u4f46\u5b83\u63cf\u8ff0\u7684\u662f\u53d1\u5c55\u65b9\u5411\uff0c\u5e76\u4e0d\u610f\u5473\u7740\u5b8c\u6574 RSI \u5df2\u7ecf\u51fa\u73b0\u3002(<a href=\"https:\/\/arxiv.org\/abs\/2609.11873\">arXiv<\/a>)<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e09\u3001\u771f\u6b63\u53d1\u751f\u53d8\u5316\u7684\u662f\uff1aAI\u5df2\u7ecf\u8fdb\u5165\u201c\u5236\u9020AI\u201d\u7684\u751f\u4ea7\u94fe<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e00\u70b9\u53ef\u80fd\u6bd4 Self-Reflection \u672c\u8eab\u66f4\u503c\u5f97\u5173\u6ce8\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fc7\u53bb AI \u53ea\u662f\u8f6f\u4ef6\u5de5\u7a0b\u5e08\u548c AI \u7814\u7a76\u5458\u4f7f\u7528\u7684\u5de5\u5177\uff0c\u800c\u73b0\u5728 Coding Agent \u5df2\u7ecf\u80fd\u591f\u76f4\u63a5\u4fee\u6539\u5927\u578b\u4ee3\u7801\u5e93\u3001\u8fd0\u884c\u6d4b\u8bd5\u3001\u8c03\u8bd5\u8bad\u7ec3\u7cfb\u7edf\u548c\u6267\u884c\u7814\u7a76\u5b9e\u9a8c\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Anthropic \u5728 2026 \u5e74\u516c\u5e03\u7684\u5185\u90e8\u6570\u636e\u5c24\u5176\u5177\u6709\u4ee3\u8868\u6027\uff1a\u622a\u81f3 2026 \u5e74 5 \u6708\uff0c\u5176\u751f\u4ea7\u4ee3\u7801\u4e2d\u8d85\u8fc7 <strong>80% \u7684\u5408\u5e76\u4ee3\u7801\u884c\u88ab\u5f52\u56e0\u4e8e Claude<\/strong>\uff1b\u540c\u65f6\u516c\u53f8\u4e5f\u660e\u786e\u8868\u793a\uff0c\u76ee\u524d AI \u5728\u201c\u6267\u884c\u4e00\u4e2a\u5b9a\u4e49\u6e05\u695a\u7684\u5b9e\u9a8c\u201d\u65b9\u9762\u8fdb\u6b65\u5f88\u5feb\uff0c\u4f46\u5728<strong>\u51b3\u5b9a\u5e94\u8be5\u7814\u7a76\u4ec0\u4e48\u3001\u9009\u62e9\u771f\u6b63\u91cd\u8981\u7684\u65b9\u5411<\/strong>\u65b9\u9762\u4ecd\u6709\u660e\u663e\u5dee\u8ddd\u3002(<a href=\"https:\/\/www.anthropic.com\/institute\/recursive-self-improvement?_bhlid=343193e992a9b75e01d85a4d6038dacfe4e94c3f\">Anthropic<\/a>)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u5176\u5b9e\u975e\u5e38\u51c6\u786e\u5730\u63cf\u8ff0\u4e86\u5f53\u524d RSI \u6240\u5728\u7684\u4f4d\u7f6e\uff1a<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><strong>AI\u5df2\u7ecf\u8d8a\u6765\u8d8a\u64c5\u957f\u201c\u5982\u4f55\u505a\u201d\uff0c\u4f46\u8ddd\u79bb\u5b8c\u5168\u81ea\u4e3b\u51b3\u5b9a\u201c\u505a\u4ec0\u4e48\u201d\u4ecd\u6709\u8ddd\u79bb\u3002<\/strong><\/p>\n<\/blockquote>\n\n\n\n<p class=\"wp-block-paragraph\">\u6362\u53e5\u8bdd\u8bf4\uff0c\u76ee\u524d\u6b63\u5728\u88ab\u81ea\u52a8\u5316\u7684\u662f AI \u7814\u53d1\u6d41\u6c34\u7ebf\u7684\u4e2d\u4e0b\u6e38\uff0c\u800c\u7814\u7a76\u65b9\u5411\u3001\u76ee\u6807\u5b9a\u4e49\u548c\u6700\u7ec8\u5224\u65ad\u4ecd\u4e3b\u8981\u7531\u4eba\u7c7b\u5b8c\u6210\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u4e2a\u66f4\u73b0\u5b9e\u7684\u4f8b\u5b50\u662f OpenAI 2026 \u5e74\u4ecb\u7ecd\u7684\u201c\u81ea\u6211\u6539\u8fdb\u7a0e\u52a1 Agent\u201d\uff1a\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u4eba\u5de5\u4fee\u6539\u88ab\u8bb0\u5f55\u4e0b\u6765\uff0c\u8f6c\u6362\u6210\u5931\u8d25\u6848\u4f8b\u548c Eval\uff0cCodex \u5206\u6790\u95ee\u9898\u3001\u4fee\u6539\u7cfb\u7edf\u3001\u8fd0\u884c\u56de\u5f52\u6d4b\u8bd5\uff0c\u7136\u540e\u751f\u6210\u5019\u9009\u4ee3\u7801\u4fee\u6539\uff0c\u518d\u7531\u5de5\u7a0b\u5e08\u5ba1\u6838\u3002(<a href=\"https:\/\/openai.com\/index\/building-self-improving-tax-agents-with-codex\/?utm_source=chatgpt.com\">OpenAI<\/a>)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u79cd\u6a21\u5f0f\u5176\u5b9e\u5f88\u53ef\u80fd\u6bd4\u201c\u6a21\u578b\u76f4\u63a5\u4fee\u6539\u81ea\u5df1\u7684\u795e\u7ecf\u7f51\u7edc\u6743\u91cd\u201d\u66f4\u65e9\u666e\u53ca\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u8fd0\u884c \u2192 \u6536\u96c6\u5931\u8d25 \u2192 \u81ea\u52a8\u751f\u6210 Eval \u2192 Agent \u4fee\u6539\u4ee3\u7801\/\u6280\u80fd \u2192 \u81ea\u52a8\u6d4b\u8bd5 \u2192 \u4eba\u7c7b\u5ba1\u6838 \u2192 \u90e8\u7f72 \u2192 \u6536\u96c6\u4e0b\u4e00\u8f6e\u6570\u636e<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u53ef\u4ee5\u628a\u5b83\u7406\u89e3\u6210\u4e00\u79cd<strong>\u5de5\u7a0b\u5316\u7684\u5f31 RSI<\/strong>\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u56db\u3001\u4e3a\u4ec0\u4e48RSI\u6700\u96be\u7684\u4e0d\u662f\u201c\u751f\u6210\u4ee3\u7801\u201d\uff0c\u800c\u662f\u201c\u5224\u65ad\u4ec0\u4e48\u53eb\u53d8\u597d\u201d\uff1f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u662f\u6574\u4e2a\u95ee\u9898\u6700\u5bb9\u6613\u88ab\u5ffd\u7565\u7684\u4e00\u70b9\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5047\u8bbe AI \u5199\u51fa\u4e86 100 \u4e2a\u65b0\u7684\u8bad\u7ec3\u7b97\u6cd5\uff0c\u600e\u6837\u77e5\u9053\u54ea\u4e2a\u771f\u6b63\u66f4\u597d\uff1f<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6570\u5b66\u9898\u53ef\u4ee5\u770b\u7b54\u6848\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7a0b\u5e8f\u53ef\u4ee5\u8dd1\u6d4b\u8bd5\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u82af\u7247\u8bbe\u8ba1\u53ef\u4ee5\u8dd1\u4eff\u771f\u548c PPA\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f46\u662f\u5982\u679c\u95ee\u9898\u662f\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201c\u8fd9\u4e2a\u65b0\u6a21\u578b\u6574\u4f53\u4e0a\u662f\u4e0d\u662f\u66f4\u806a\u660e\uff1f\u201d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201c\u8fd9\u79cd\u8bad\u7ec3\u65b9\u6cd5\u662f\u5426\u771f\u6b63\u63d0\u9ad8\u4e86\u6cdb\u5316\u80fd\u529b\uff1f\u201d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201c\u8fd9\u4e2a\u7814\u7a76\u65b9\u5411\u662f\u5426\u503c\u5f97\u82b1\u5341\u4e07\u5f20 GPU\uff1f\u201d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u201c\u6a21\u578b\u662f\u4e0d\u662f\u53ea\u662f\u5b66\u4f1a\u4e86\u94bb\u8bc4\u6d4b\u6307\u6807\u7684\u6f0f\u6d1e\uff1f\u201d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5224\u65ad\u4f1a\u8fc5\u901f\u53d8\u5f97\u56f0\u96be\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">2026 \u5e74 RSI \u5927\u578b\u7efc\u8ff0\u56e0\u6b64\u628a <strong>Evaluator\uff08\u8bc4\u4ef7\u5668\uff09<\/strong>\u653e\u5230\u4e86\u6574\u4e2a\u81ea\u6211\u6539\u8fdb\u4f53\u7cfb\u7684\u6838\u5fc3\u4f4d\u7f6e\u3002\u7814\u7a76\u663e\u793a\uff0cAI \u81ea\u6211\u6539\u8fdb\u6700\u6210\u529f\u7684\u9886\u57df\u5f80\u5f80\u90fd\u6709\u5f3a\u9a8c\u8bc1\u5668\uff0c\u4f8b\u5982\u4ee3\u7801\u6d4b\u8bd5\u3001\u6570\u5b66\u8bc1\u660e\u3001\u5f62\u5f0f\u5316\u9a8c\u8bc1\u548c\u6a21\u62df\u73af\u5883\uff1b\u8d8a\u4f9d\u8d56\u6a21\u578b\u81ea\u5df1\u201c\u89c9\u5f97\u7b54\u6848\u4e0d\u9519\u201d\uff0c\u95ed\u73af\u8d8a\u4e0d\u53ef\u9760\u3002(<a href=\"https:\/\/arxiv.org\/abs\/2607.07663\">arXiv<\/a>)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u4e5f\u89e3\u91ca\u4e86\u4e3a\u4ec0\u4e48 AI \u81ea\u6211\u8fed\u4ee3\u9996\u5148\u4f1a\u5728<strong>\u8f6f\u4ef6\u5f00\u53d1\u3001\u6570\u5b66\u3001\u82af\u7247\u8bbe\u8ba1\u3001\u7b97\u6cd5\u641c\u7d22\u3001\u79d1\u5b66\u8ba1\u7b97<\/strong>\u7b49\u9886\u57df\u5feb\u901f\u51fa\u73b0\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u56e0\u4e3a\u8fd9\u4e9b\u9886\u57df\u5f80\u5f80\u5b58\u5728\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u751f\u6210\u5f88\u96be\uff0c\u9a8c\u8bc1\u76f8\u5bf9\u5bb9\u6613\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fd9\u5bf9\u4e8e RSI \u6781\u5176\u91cd\u8981\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e94\u3001RSI\u8fd8\u6709\u4e09\u4e2a\u975e\u5e38\u73b0\u5b9e\u7684\u5929\u82b1\u677f<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e00\u4e2a\u662f<strong>\u9519\u8bef\u7d2f\u79ef<\/strong>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u6a21\u578b\u4ea7\u751f\u7684\u6570\u636e\u53ea\u6709 95% \u6b63\u786e\uff0c\u7136\u540e\u518d\u7528\u8fd9\u4e9b\u6570\u636e\u8bad\u7ec3\u4e0b\u4e00\u4ee3\uff0c\u518d\u7531\u4e0b\u4e00\u4ee3\u4ea7\u751f\u65b0\u6570\u636e\uff0c\u9519\u8bef\u53ef\u80fd\u4e0d\u65ad\u88ab\u653e\u5927\uff0c\u6700\u7ec8\u5f62\u6210\u6a21\u578b\u9000\u5316\u3001\u6570\u636e\u574d\u7f29\u6216\u9519\u8bef\u81ea\u6211\u5f3a\u5316\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e8c\u4e2a\u662f<strong>\u5956\u52b1\u9ed1\u5ba2\u4e0e\u6307\u6807\u6295\u673a<\/strong>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u65e6 AI \u53ef\u4ee5\u540c\u65f6\u4fee\u6539\u89e3\u51b3\u65b9\u6848\u548c\u8bc4\u4ef7\u65b9\u5f0f\uff0c\u5b83\u53ef\u80fd\u627e\u5230\u7684\u662f\u201c\u8ba9\u5206\u6570\u53d8\u9ad8\u7684\u65b9\u6cd5\u201d\uff0c\u800c\u4e0d\u662f\u201c\u771f\u6b63\u53d8\u806a\u660e\u7684\u65b9\u6cd5\u201d\u3002OpenAI \u6700\u65b0\u7684 AI \u81ea\u6211\u6539\u8fdb\u6d4b\u8bd5\u4e2d\u5df2\u7ecf\u89c2\u5bdf\u5230\u7c7b\u4f3c\u73b0\u8c61\uff1a\u66f4\u5f3a\u63a8\u7406\u6709\u65f6\u53cd\u800c\u4f1a\u5bfc\u81f4\u7cfb\u7edf\u8fc7\u5ea6\u4f18\u5316\u8bc4\u6d4b\u76ee\u6807\uff0c\u4f5c\u51fa\u6574\u4f53\u4e0a\u5e76\u4e0d\u597d\u7684\u7814\u7a76\u9009\u62e9\u3002(<a href=\"https:\/\/deploymentsafety.openai.com\/gpt-5-6-preview\">OpenAI Deployment Safety Hub<\/a>)<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7b2c\u4e09\u4e2a\u662f<strong>\u8ba1\u7b97\u8d44\u6e90\u7ea6\u675f<\/strong>\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8f6f\u4ef6\u4fee\u6539\u51e0\u4e4e\u53ef\u4ee5\u65e0\u9650\u8bd5\u9a8c\uff0c\u4f46\u8bad\u7ec3 frontier model \u9700\u8981\u5de8\u91cf GPU\u3001\u7535\u529b\u548c\u6570\u636e\u4e2d\u5fc3\u3002\u56e0\u6b64\uff0c\u5373\u4f7f AI \u80fd\u63d0\u51fa\u4e00\u4e07\u4e2a\u6a21\u578b\u6539\u8fdb\u65b9\u6848\uff0c\u4e5f\u4e0d\u610f\u5473\u7740\u5b83\u53ef\u4ee5\u5b9e\u9645\u9a8c\u8bc1\u4e00\u4e07\u4e2a\u65b9\u6848\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6240\u4ee5\u672a\u6765 RSI \u5f88\u53ef\u80fd\u4e0d\u4f1a\u662f\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u4e00\u4e2a\u8d85\u7ea7AI\u5750\u5728\u90a3\u91cc\u4e0d\u65ad\u91cd\u5199\u81ea\u5df1\u7684\u5927\u6a21\u578b\u3002<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u66f4\u53ef\u80fd\u662f\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>AI Scientist + Coding Agent + \u81ea\u52a8\u5b9e\u9a8c\u5e73\u53f0 + GPU\u96c6\u7fa4 + Eval\u7cfb\u7edf + \u6570\u636e\u7cfb\u7edf + \u591aAgent\u534f\u4f5c<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u5171\u540c\u6784\u6210\u4e00\u4e2a\u81ea\u52a8\u5316 AI \u7814\u53d1\u5de5\u5382\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u516d\u3001\u771f\u6b63\u503c\u5f97\u5173\u6ce8\u7684\u662f\u201cAI\u7814\u53d1\u5faa\u73af\u88ab\u5173\u95ed\u201d<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u4ece\u6280\u672f\u53d1\u5c55\u770b\uff0c\u6211\u8ba4\u4e3a\u53ef\u4ee5\u628a RSI \u7684\u6f14\u8fdb\u7b80\u5355\u6982\u62ec\u4e3a\uff1a<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>Chatbot \u2192 Agent \u2192 Self-improving Agent \u2192 AI Research Agent \u2192 Autonomous AI R&amp;D \u2192 RSI<\/strong><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u76ee\u524d\u884c\u4e1a\u660e\u663e\u5df2\u7ecf\u4ece\u524d\u4e24\u9636\u6bb5\u8fdb\u5165\u7b2c\u4e09\u3001\u7b2c\u56db\u9636\u6bb5\uff0c\u4f46\u8fd8\u6ca1\u6709\u53ef\u9760\u8bc1\u636e\u8868\u660e\u5df2\u7ecf\u8fdb\u5165\u5f00\u653e\u5f0f\u3001\u6301\u7eed\u6027\u7684\u7b2c\u4e94\u9636\u6bb5\u3002\u6700\u65b0\u7efc\u8ff0\u4e5f\u8ba4\u4e3a\uff0c\u771f\u6b63\u7684\u5f00\u653e RSI 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[&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center 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