{"id":13288,"date":"2026-10-13T06:16:13","date_gmt":"2026-10-12T22:16:13","guid":{"rendered":"https:\/\/infernews.com\/blog\/video-rsi\/"},"modified":"2026-10-13T06:16:13","modified_gmt":"2026-10-12T22:16:13","slug":"video-rsi","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/video-rsi\/","title":{"rendered":"Video-RSI\uff1a\u4e0d\u6539\u6a21\u578b\u6b0a\u91cd\uff0c\u8b93\u5f71\u7247\u4ee3\u7406\u81ea\u884c\u9032\u5316"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/10\/Video-RSI.jpg\" alt=\"Video-RSI framework: Solver execution, active video investigation, and cost-aware harness evolution.\"><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u5f71\u7247\u7406\u89e3\u4ee3\u7406\u9047\u5230\u7b54\u932f\u554f\u984c\u6642\uff0c\u672a\u5fc5\u9700\u8981\u91cd\u65b0\u8a13\u7df4\u6a21\u578b\u3002Video-RSI \u662f\u4e00\u500b\u958b\u6e90\u6846\u67b6\uff0c\u8b93\u4ee3\u7406\u91cd\u65b0\u6aa2\u8996\u5f71\u7247\uff0c\u88dc\u5145\u8996\u89ba\u3001\u5b57\u5e55\u53ca OCR \u8b49\u64da\uff0c\u518d\u628a\u5931\u6557\u539f\u56e0\u8f49\u5316\u70ba\u53ef\u91cd\u7528\u7684\u7a0b\u5f0f\u4fee\u6539\uff1b\u6a21\u578b\u6b0a\u91cd\u5247\u4fdd\u6301\u4e0d\u8b8a\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9805\u76ee\u7531 Solver \u548c Editor \u914d\u5408\uff1aSolver \u57f7\u884c\u5f71\u7247\u554f\u7b54\uff0cEditor \u8abf\u67e5\u5931\u6557\u6848\u4f8b\uff0c\u4e26\u6f14\u5316 prompts\u3001tools\u3001memory \u53ca execution logic\u3002\u76f8\u6bd4\u53ea\u8abf\u6574\u6a21\u578b\u53c3\u6578\uff0c\u9019\u7a2e\u505a\u6cd5\u628a\u6539\u5584\u96c6\u4e2d\u5728\u53ef\u57f7\u884c harness\uff0c\u8f03\u9069\u5408\u9700\u8981\u5feb\u901f\u53cd\u8986\u4fee\u6b63\u5de5\u4f5c\u6d41\u7a0b\u7684\u7814\u7a76\u5718\u968a\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u900f\u904e\u984d\u5916\u8996\u89ba\u3001transcript \u53ca OCR \u8b49\u64da\u5206\u6790\u932f\u8aa4<\/li>\n<li>\u4ee5 accuracy \u548c visual-frame cost \u5171\u540c\u7be9\u9078\u4fee\u8a02\u7248\u672c<\/li>\n<li>\u63d0\u4f9b Initial harness\u3001final harness\u3001inference \u53ca evolution framework<\/li>\n<li>\u9810\u8a2d\u652f\u63f4 DeepSeek-V4-Pro \u548c Qwen3.6-Plus \u7b49 OpenAI-compatible service \u6a21\u578b<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u8a55\u6e2c\u6703\u5728\u79c1\u6709 Gate set \u4ee5\u7b54\u6848\u6e96\u78ba\u5ea6\u53ca\u8996\u89ba\u5f71\u683c\u8655\u7406\u6210\u672c\u914d\u5c0d\u9078\u64c7\u7248\u672c\u3002\u9805\u76ee\u8cc7\u6599\u6240\u8ff0\u7d50\u679c\u6307\u5411\u66f4\u4f73\u7684 accuracy\u2013efficiency trade-off\uff1a\u6f14\u5316\u5f8c harness \u5728\u7dad\u6301\u7af6\u722d\u529b\u6e96\u78ba\u5ea6\u7684\u540c\u6642\uff0c\u8655\u7406\u8f03\u5c11\u5f71\u683c\uff0c\u4f46\u672a\u6709\u516c\u958b\u5177\u9ad4\u5206\u6578\u6216\u57fa\u6e96\u9010\u9805\u5dee\u8ddd\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8981\u6e2c\u8a66\u9805\u76ee\uff0c\u9700\u8981 Linux\u3001Python 3.12\u3001\u517c\u5bb9 API \u670d\u52d9\uff0c\u4ee5\u53ca\u672c\u5730 RapidOCR 3.9.2 PP-OCRv6 small detection and recognition models\uff1b\u5f71\u7247\u8f38\u5165\u63a1 JSONL\uff0c\u5305\u542b\u554f\u984c\u3001\u9078\u9805\u3001\u7247\u9577\u53ca\u7d55\u5c0d\u8def\u5f91\uff0c\u4e5f\u53ef\u8f09\u5165 faster-whisper large-v3 \u7522\u751f\u7684 transcript\u3002\u9700\u8981\u7559\u610f\uff0c\u5141\u8a31 provider calls \u6703\u4f7f\u7528\u4ed8\u8cbb\u6a21\u578b API\uff0c\u56e0\u6b64\u6210\u672c\u63a7\u5236\u548c\u672c\u5730 OCR \u6e96\u5099\u662f\u90e8\u7f72\u524d\u7684\u91cd\u8981\u53d6\u6368\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/huggingface.co\/papers\/2609.37950\" rel=\"noopener noreferrer\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 <a href=\"https:\/\/github.com\/bingjunluo\/Video-RSI\" rel=\"noopener noreferrer\"><strong>GitHub<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Video-RSI \u900f\u904e\u6539\u5beb\u63d0\u793a\u8a5e\u3001\u5de5\u5177\u3001\u8a18\u61b6\u8207\u57f7\u884c\u908f\u8f2f\uff0c\u63d0\u5347\u5f71\u7247\u7406\u89e3\u4ee3\u7406\u7684\u6e96\u78ba\u5ea6\u53ca\u53d6\u6a23\u6548\u7387\u3002<\/p>\n","protected":false},"author":8,"featured_media":13287,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"wpai_generated_summary":"","wpai_meta_description":"","footnotes":""},"categories":[133,127,185,147,137,31,161,197,38,168,152],"tags":[],"class_list":["post-13288","post","type-post","status-publish","format-standard","hentry","category-133","category-127","category-qwen","category-deepseek","category-api","category-video","category-161","category-framework","category-38","category-linux","category-python"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/13288","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=13288"}],"version-history":[{"count":0,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/13288\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media\/13287"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=13288"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=13288"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=13288"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}