{"id":14405,"date":"2026-11-02T18:13:09","date_gmt":"2026-11-02T10:13:09","guid":{"rendered":"https:\/\/infernews.com\/blog\/does-scaling-toward-agi-depend-on-what-system-1-lets-system-2-execute\/"},"modified":"2026-11-02T18:15:29","modified_gmt":"2026-11-02T10:15:29","slug":"does-scaling-toward-agi-depend-on-what-system-1-lets-system-2-execute","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/does-scaling-toward-agi-depend-on-what-system-1-lets-system-2-execute\/","title":{"rendered":"System 1+2\uff1aAGI \u4e5f\u8981\u5148\u4f30\u4e92\u52d5\u50f9\u503c\u518d\u82b1\u7b97\u529b"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/11\/System-1-System-2-AGI.jpg\" alt=\"Hero image preview\"\/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">AI \u4ee3\u7406\u641c\u5c0b\u8cc7\u6599\u3001\u57f7\u884c\u7a0b\u5f0f\u6216\u8b93\u6a5f\u68b0\u4eba\u8a66\u8d70\u4e00\u6b65\uff0c\u90fd\u8981\u4ed8\u51fa\u6210\u672c\uff0c\u537b\u672a\u5fc5\u5e36\u4f86\u6709\u7528\u7d50\u679c\u3002\u6e05\u83ef\u5927\u5b78\u5718\u968a\u63d0\u51fa System-1\uff0fSystem-2 \u5354\u540c\u8a2d\u8a08\u69cb\u60f3\uff0c\u5e0c\u671b\u5728\u57f7\u884c\u524d\u5148\u7be9\u9078\u503c\u5f97\u6295\u5165\u7684\u4e92\u52d5\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6210\u672c\u8f03\u4f4e\u7684 System-1 \u6309\u9810\u671f\u50f9\u503c\u6392\u5217\u4e92\u52d5\u7684\u512a\u5148\u6b21\u5e8f\uff0c\u518d\u7531\u6210\u672c\u8f03\u9ad8\u7684 System-2 \u57f7\u884c\u8f03\u56f0\u96e3\u7684\u5de5\u4f5c\u3002\u9019\u500b\u69cb\u60f3\u628a\u8cc7\u6e90\u5206\u914d\u63d0\u524d\uff0c\u8b93\u589e\u52a0\u63a8\u7406\u3001\u8a13\u7df4\u6216\u63a2\u7d22\u6b21\u6578\u4e4b\u524d\uff0c\u591a\u4e00\u9053\u50f9\u503c\u5224\u65b7\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img data-dominant-color=\"d6d7d3\" data-has-transparency=\"false\" style=\"--dominant-color: #d6d7d3;\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"682\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/11\/agi.jpg\" alt=\"\" class=\"wp-image-14407 not-transparent\" srcset=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/11\/agi.jpg 1024w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/11\/agi-300x200.jpg 300w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/11\/agi-767x511.jpg 767w\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5b83\u6db5\u84cb\u7684\u5834\u666f\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8a9e\u8a00\u6a21\u578b\u63a8\u7406\uff1a\u5224\u65b7\u54ea\u4e9b\u63a8\u7406\u6b65\u9a5f\u503c\u5f97\u7e7c\u7e8c\u6295\u5165\u3002<\/li>\n\n\n\n<li>AI \u4ee3\u7406\uff1a\u7be9\u9078\u641c\u5c0b\u3001\u7a0b\u5f0f\u57f7\u884c\u53ca\u61c9\u7528\u7a0b\u5f0f\u4ecb\u9762\uff08Application Programming Interface\uff0cAPI\uff09\u547c\u53eb\u3002<\/li>\n\n\n\n<li>\u6a5f\u68b0\u4eba\u8207\u5f37\u5316\u5b78\u7fd2\uff08Reinforcement Learning\uff0cRL\uff09\uff1a\u512a\u5148\u63a2\u7d22\u53ef\u80fd\u63d0\u4f9b\u5b78\u7fd2\u8a0a\u865f\u7684\u7d93\u9a57\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c0d\u4e92\u52d5\u6210\u672c\u9ad8\u3001\u6578\u64da\u53d6\u5f97\u6162\u7684\u7814\u7a76\u8207\u958b\u767c\u5de5\u4f5c\uff0c\u9019\u500b\u69cb\u60f3\u63d0\u4f9b\u4e86\u5206\u914d\u9810\u7b97\u7684\u601d\u8def\u3002\u4e0d\u904e\uff0c\u6240\u63d0\u4f9b\u7bc0\u9304\u672a\u4ea4\u4ee3\u50f9\u503c\u9810\u6e2c\u5668\u7684\u5177\u9ad4\u5be6\u4f5c\u6216\u91cf\u5316\u7d50\u679c\uff0c\u4ecd\u672a\u80fd\u5224\u65b7\u5b83\u80fd\u7bc0\u7701\u591a\u5c11\u6210\u672c\uff0c\u4ee5\u53ca\u6703\u5426\u932f\u904e\u6709\u7528\u7684\u63a2\u7d22\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/cheemswang.github.io\/blogs\/sys1-sys2-codesign.html\" rel=\"noopener noreferrer\" target=\"_blank\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 <a href=\"https:\/\/arxiv.org\/pdf\/2610.39497\" rel=\"noopener noreferrer\" target=\"_blank\"><strong>Paper<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u591a\u60f3\u5e7e\u6b65\u3001\u591a\u8a66\u5e7e\u6b21\uff0c\u90fd\u6709\u6210\u672c\u3002\u7814\u7a76\u69cb\u60f3\u8b93 AI \u5148\u4f30\u8a08\u54ea\u4e9b\u4e92\u52d5\u6709\u50f9\u503c\uff0c\u518d\u6295\u5165\u8cc7\u6e90\u57f7\u884c\u3002<\/p>\n","protected":false},"author":8,"featured_media":14404,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wpai_generated_summary":"","wpai_meta_description":"","footnotes":""},"categories":[196,116,76,127,137,210,184,197,24,146,193,214],"tags":[],"class_list":["post-14405","post","type-post","status-publish","format-standard","hentry","category-196","category-agentic","category-76","category-127","category-api","category-worldactionmodel","category-robotic","category-framework","category-aisoftware","category-146","category-agi","category-reinforcement-learning"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/14405","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/comments?post=14405"}],"version-history":[{"count":2,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/14405\/revisions"}],"predecessor-version":[{"id":14409,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/14405\/revisions\/14409"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/14404"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=14405"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=14405"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=14405"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}