{"id":9755,"date":"2026-06-29T23:58:41","date_gmt":"2026-06-29T15:58:41","guid":{"rendered":"https:\/\/infernews.com\/blog\/google-pat-ai\/"},"modified":"2026-06-30T00:00:56","modified_gmt":"2026-06-29T16:00:56","slug":"google-pat-ai","status":"publish","type":"post","link":"https:\/\/infernews.com\/blog\/google-pat-ai\/","title":{"rendered":"Google PAT\uff1a\u7528 AI \u505a\u8ad6\u6587\u5be9\u67e5\u524d\u54e8"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img data-dominant-color=\"c9c9c9\" data-has-transparency=\"false\" style=\"--dominant-color: #c9c9c9;\" loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"553\" src=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/06\/GooglePAT-1024x553.png\" alt=\"\" class=\"wp-image-9757 not-transparent\" srcset=\"https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/06\/GooglePAT-1024x553.png 1024w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/06\/GooglePAT-300x162.png 300w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/06\/GooglePAT-768x415.png 768w, https:\/\/infernews.com\/blog\/wp-content\/uploads\/2026\/06\/GooglePAT.png 1200w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u662f\u4e00\u7bc7\u4ecb\u7d39\u79d1\u7814\u5be9\u67e5\u7cfb\u7d71\u7684\u8ad6\u6587\uff0c\u6838\u5fc3\u5167\u5bb9\u662f Google \u63d0\u51fa\u7684 Paper Assistant Tool\uff08PAT\uff09 agentic AI framework\uff0c\u800c\u4e0d\u662f\u53ef\u76f4\u63a5\u4e0b\u8f09\u57f7\u884c\u7684 Hugging Face \u6a21\u578b\u3002\u5b83\u7684\u4e3b\u8981\u7528\u9014\u662f\u8b80\u53d6\u5b8c\u6574\u8ad6\u6587\u624b\u7a3f\uff0c\u5354\u52a9\u6aa2\u67e5\u7406\u8ad6\u63a8\u5c0e\u3001\u9a57\u8b49\u5be6\u9a57\u8a2d\u8a08\u3001\u6307\u51fa\u6f5b\u5728\u7f3a\u9677\uff0c\u4e26\u5728\u6295\u7a3f\u524d\u63d0\u4f9b\u8f03\u6df1\u5165\u7684\u5be9\u67e5\u610f\u898b\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9801\u9762\u6c92\u6709\u63d0\u4f9b base model\u3001\u53c3\u6578\u898f\u6a21\u3001context length\u3001GGUF \u683c\u5f0f\u3001mmproj\u3001\u91cf\u5316\u7248\u672c\u3001llama.cpp\u3001Ollama \u6216 LM Studio \u7b49\u6a21\u578b\u90e8\u7f72\u8cc7\u8a0a\uff0c\u56e0\u6b64\u4e0d\u80fd\u5c07\u5b83\u7576\u6210\u4e00\u822c\u958b\u6e90\u6b0a\u91cd\u6a21\u578b\u5206\u6790\u3002\u53ef\u78ba\u8a8d\u7684\u662f\uff0cPAT \u63a1\u7528 agentic workflow \u8207 inference scaling\uff0c\u4e0d\u662f\u55ae\u6b21 model call\uff1b\u6458\u8981\u63d0\u5230\u5b83\u85c9\u7531\u66f4\u9577\u93c8\u8def\u7684\u63a8\u7406\u6d41\u7a0b\uff0c\u63d0\u5347\u5c0d\u6578\u5b78\u932f\u8aa4\u7684\u53ec\u56de\u7387\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u8ad6\u6587\u7d66\u51fa\u7684\u95dc\u9375\u6578\u5b57\u662f\uff1a\u5728 SPOT benchmark \u4e0a\uff0cPAT \u5c0d\u6578\u5b78\u932f\u8aa4\u7684 recall \u8f03 zero-shot \u63d0\u9ad8 34%\u3002\u9019\u500b\u7d50\u679c\u53cd\u6620\u5b83\u8f03\u9069\u5408\u8655\u7406\u9700\u8981\u591a\u6b65\u9a57\u8b49\u7684\u5b78\u8853\u5167\u5bb9\uff0c\u800c\u975e\u4e00\u822c\u804a\u5929\u554f\u7b54\u3002\u4f5c\u8005\u4ea6\u63d0\u51fa AI \u8207\u4eba\u985e\u5171\u540c\u53c3\u8207\u79d1\u7814\u8a55\u4f30\u7684\u56db\u500b\u905e\u9032\u5c64\u7d1a\uff0c\u91cd\u9ede\u4e0d\u662f\u5b8c\u5168\u53d6\u4ee3\u5be9\u7a3f\u4eba\uff0c\u800c\u662f\u6e1b\u8f15\u524d\u671f\u6aa2\u67e5\u7684\u8a8d\u77e5\u8ca0\u64d4\uff0c\u540c\u6642\u4fdd\u7559\u4eba\u985e\u6700\u7d42\u5224\u65b7\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5c6c\u65bc<strong>\u8ad6\u6587\u8207\u7cfb\u7d71\u6846\u67b6\u4ecb\u7d39<\/strong>\uff0c\u4e0d\u662f\u5df2\u91cb\u51fa\u6b0a\u91cd\u7684\u6a21\u578b\u9801<\/li>\n\n\n\n<li>\u4e3b\u8981\u80fd\u529b\u5305\u62ec\u7406\u8ad6\u6aa2\u67e5\u3001\u5be6\u9a57\u9a57\u8b49\u3001\u7f3a\u9677\u8b58\u5225\u3001\u4fee\u6539\u5efa\u8b70<\/li>\n\n\n\n<li>\u63a1\u7528 <strong>agentic AI framework<\/strong> \u8207 <strong>inference scaling<\/strong>\uff0c\u5f37\u65bc\u55ae\u8f2a\u63a8\u7406<\/li>\n\n\n\n<li>\u5728 <strong>SPOT benchmark<\/strong> \u4e0a\uff0c\u6578\u5b78\u932f\u8aa4 recall \u8f03 zero-shot \u63d0\u5347 34%<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">\u9650\u5236\u4ea6\u5f88\u6e05\u695a\uff1a\u76ee\u524d\u770b\u5230\u7684\u662f paper page \u8207\u6458\u8981\u8cc7\u8a0a\uff0c\u672a\u898b\u516c\u958b\u6a21\u578b\u6a94\u6848\u3001\u63a8\u8ad6\u6846\u67b6\u652f\u63f4\u3001\u91cf\u5316\u6a94\u547d\u540d\u3001v2 \u66f4\u65b0\u8a18\u9304\u6216 chat template \u7d30\u7bc0\u3002\u4ee5\u6280\u8853\u5b9a\u4f4d\u4f86\u770b\uff0cPAT \u66f4\u63a5\u8fd1\u9762\u5411\u79d1\u7814\u5be9\u67e5\u6d41\u7a0b\u7684 AI \u7cfb\u7d71\u9805\u76ee\uff0c\u8207\u4e00\u822c instruction model \u6216\u7d14 fine-tune \u6a21\u578b\u7684\u5dee\u7570\uff0c\u5728\u65bc\u5b83\u5f37\u8abf\u591a\u6b65\u5206\u6790\u3001\u9a57\u8b49\u6d41\u7a0b\u8207\u4eba\u985e\u76e3\u7763\u6574\u5408\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/huggingface.co\/papers\/2606.28277\" rel=\"noopener noreferrer\" target=\"_blank\"><strong>\u9805\u76ee\u4e3b\u9801<\/strong><\/a> \u00b7 <a href=\"https:\/\/arxiv.org\/pdf\/2606.28277\" rel=\"noopener noreferrer\" target=\"_blank\"><strong>Paper<\/strong><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u9019\u662f\u4e00\u500b\u5354\u52a9\u79d1\u7814\u8ad6\u6587\u5be9\u95b1\u7684 agentic AI \u6846\u67b6\u3002\u5b83\u4e3b\u6253\u627e\u51fa\u6578\u5b78\u932f\u8aa4\u3001\u6aa2\u67e5\u5be6\u9a57\u8207\u63d0\u51fa\u4fee\u6539\u5efa\u8b70\u3002<\/p>\n","protected":false},"author":8,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ai_generated_summary":"","footnotes":""},"categories":[178,197],"tags":[],"class_list":["post-9755","post","type-post","status-publish","format-standard","hentry","category-google","category-framework"],"_links":{"self":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/9755","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=9755"}],"version-history":[{"count":1,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/9755\/revisions"}],"predecessor-version":[{"id":9758,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/posts\/9755\/revisions\/9758"}],"wp:attachment":[{"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/media?parent=9755"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/categories?post=9755"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/infernews.com\/blog\/wp-json\/wp\/v2\/tags?post=9755"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}