{"id":14435,"date":"2026-11-03T15:14:38","date_gmt":"2026-11-03T07:14:38","guid":{"rendered":"https:\/\/infernews.com\/blog\/awesome-agentic-videogen\/"},"modified":"2026-11-03T15:14:38","modified_gmt":"2026-11-03T07:14:38","slug":"awesome-agentic-videogen","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/awesome-agentic-videogen\/","title":{"rendered":"387 \u7bc7\u7368\u7279\u8ad6\u6587\u8207\u8cc7\u6e90\uff0c\u95dc\u65bc\u5f71\u7247\u751f\u6210\u9047\u4e0a Harness"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/11\/387-Harness.jpg\" alt=\"Video Rebirth\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u7531\u5275\u4f5c\u5f71\u7247\u3001\u63a2\u7d22\u751f\u6210\u4e16\u754c\uff0c\u5230\u6539\u9032\u751f\u6210\u7cfb\u7d71\uff0c\u7814\u7a76\u8005\u95dc\u5fc3\u7684\u554f\u984c\u5404\u4e0d\u76f8\u540c\u3002Awesome Agentic Video Generation \u662f\u4e00\u4efd\u8ad6\u6587\u8207\u8cc7\u6e90\u7d22\u5f15\uff0c\u6574\u7406 Agent harness \u5982\u4f55\u9023\u63a5\u76ee\u6a19\u3001\u5de5\u5177\u3001\u8a18\u61b6\u3001\u56de\u994b\u8207\u57f7\u884c\u6d41\u7a0b\uff0c\u5354\u52a9\u8b80\u8005\u8ffd\u8e64 Agentic Video Generation\u3001Agentic World Modeling \u548c Recursive Self-Improvement\uff08RSI\uff09\u76f8\u95dc\u7814\u7a76\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e09\u689d\u95b1\u8b80\u8def\u5f91\u5206\u5225\u805a\u7126\u5f71\u7247\u5275\u4f5c\u6d41\u7a0b\u3001\u751f\u6210\u4e16\u754c\u4e2d\u7684\u884c\u52d5\u8207\u72c0\u614b\uff0c\u4ee5\u53ca\u8cc7\u6599\u6574\u7406\u3001\u6a21\u578b\u8a13\u7df4\u3001\u8a55\u4f30\u548c\u6539\u9032\u7a0b\u5e8f\u3002\u5b83\u5011\u4ee3\u8868\u4e0d\u540c\u7814\u7a76\u60c5\u5883\uff0c\u800c\u975e\u80fd\u529b\u6392\u540d\uff1b\u540c\u4e00\u9805\u8cc7\u6e90\u4ea6\u53ef\u80fd\u51fa\u73fe\u5728\u591a\u689d\u8def\u5f91\u4e2d\uff0c387 \u662f\u53bb\u91cd\u5f8c\u7684\u7e3d\u6578\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7d22\u5f15\u6536\u9304\u7684\u984c\u76ee\u6db5\u84cb\u5f9e\u5275\u4f5c\u7c21\u5831\u898f\u5283\u5f71\u7247\u3001\u751f\u6210\u93e1\u982d\u548c\u5f8c\u671f\u526a\u8f2f\uff0c\u5230\u8b93\u4ee3\u7406\u5728\u751f\u6210\u4e16\u754c\u4e2d\u884c\u52d5\u4e26\u7dad\u6301\u72c0\u614b\u3002\u4f8b\u5982 CutVerse \u805a\u7126\u5a92\u9ad4\u5f8c\u671f\u526a\u8f2f\u7684 GUI agents benchmark\uff1bCineAGI \u63a2\u8a0e\u4ee5 LLM \u7de8\u6392\u591a\u6a21\u614b\u751f\u6210\u53ca\u8de8\u5834\u666f\u6574\u5408\u3002\u9019\u4e9b\u984c\u76ee\u8b93\u8b80\u8005\u53ef\u4ee5\u6309\u5de5\u4f5c\u6d41\u7a0b\u6216\u7814\u7a76\u554f\u984c\u5c0b\u627e\u76f8\u95dc\u65b9\u5411\uff0c\u4f46\u7d22\u5f15\u672c\u8eab\u4e0d\u4ee3\u8868\u6bcf\u500b\u9805\u76ee\u90fd\u5df2\u8b49\u660e\u5177\u5099 RSI\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5275\u4f5c\uff1a<\/strong>\u67e5\u627e\u898f\u5283\u3001\u7d20\u6750\u3001\u93e1\u982d\u751f\u6210\u3001\u526a\u8f2f\u8207\u4f86\u6e90\u8ffd\u8e64\u76f8\u95dc\u7814\u7a76\u3002<\/li>\n<li><strong>\u4e92\u52d5\uff1a<\/strong>\u8ffd\u8e64\u52d5\u4f5c\u689d\u4ef6\u5f71\u7247\u3001\u8a9e\u610f\u63a7\u5236\u3001\u72c0\u614b\u8a18\u61b6\u53ca\u4e92\u52d5\u4e16\u754c\u8a55\u4f30\u3002<\/li>\n<li><strong>\u6539\u9032\uff1a<\/strong>\u4e86\u89e3\u8cc7\u6599\u3001\u8a13\u7df4\u3001\u8a55\u4f30\u548c harness \u6539\u9032\u5982\u4f55\u652f\u63f4\u672a\u4f86\u7684 RSI \u7814\u7a76\u3002<\/li>\n<li><strong>\u5ef6\u4f38\u95b1\u8b80\uff1a<\/strong>\u8cc7\u6e90\u9023\u7d50\u901a\u5f80\u8ad6\u6587\u6216\u9805\u76ee\uff1b\u6574\u7406\u8005\u4ea6\u63d0\u4f9b\u8ca2\u737b\u5165\u53e3\uff0c\u65b9\u4fbf\u63d0\u4ea4\u65b0\u8cc7\u6e90\u3002<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u5c0d\u7814\u7a76\u8005\u3001\u5f71\u7247\u751f\u6210\u7cfb\u7d71\u958b\u767c\u5718\u968a\uff0c\u4ee5\u53ca\u9700\u8981\u5feb\u901f\u638c\u63e1\u76f8\u95dc\u6587\u737b\u7684\u8b80\u8005\uff0c\u9019\u4efd\u7d22\u5f15\u53ef\u4f5c\u70ba\u5206\u985e\u95b1\u8b80\u7684\u8d77\u9ede\u3002\u5b83\u7684\u50f9\u503c\u5728\u65bc\u6574\u7406\u8207\u5c0e\u89bd\uff0c\u800c\u975e\u63d0\u4f9b\u53ef\u76f4\u63a5\u57f7\u884c\u7684\u5f71\u7247\u751f\u6210\u5de5\u5177\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/agentic-videogen.github.io\/\" rel=\"noopener\" target=\"_blank\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 <a href=\"https:\/\/github.com\/agentic-videogen\/awesome-agentic-videogen\" rel=\"noopener\" target=\"_blank\"><strong>GitHub<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u60f3\u4e86\u89e3 AI \u5f71\u7247\u751f\u6210\u5982\u4f55\u7531\u55ae\u6b21\u751f\u6210\u8d70\u5411\u898f\u5283\u3001\u4e92\u52d5\u548c\u6301\u7e8c\u6539\u9032\uff0c\u9019\u4efd\u7814\u7a76\u7d22\u5f15\u6574\u7406\u4e86 387 \u7bc7\u8ad6\u6587\u8207\u76f8\u95dc\u8cc7\u6e90\uff0c\u4e26\u63d0\u4f9b\u4e09\u689d\u4e92\u88dc\u7684\u95b1\u8b80\u8def\u5f91\u3002<\/p>\n","protected":false},"author":8,"featured_media":14434,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wpai_generated_summary":"","wpai_meta_description":"","footnotes":""},"categories":[133,116,162,76,119,141,127,31,210,38,199],"tags":[],"class_list":["post-14435","post","type-post","status-publish","format-standard","hentry","category-133","category-agentic","category-ai-productions","category-76","category-119","category-141","category-127","category-video","category-worldactionmodel","category-38","category-dataset-"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/14435","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=14435"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/14435\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/14434"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=14435"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=14435"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=14435"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}