{"id":583,"date":"2026-03-25T21:14:48","date_gmt":"2026-03-25T13:14:48","guid":{"rendered":"https:\/\/deepbule.store\/?p=583"},"modified":"2026-03-25T21:14:48","modified_gmt":"2026-03-25T13:14:48","slug":"autoresearch-method","status":"publish","type":"post","link":"https:\/\/deepbule.store\/?p=583","title":{"rendered":"autoresearch\uff1a\u8ba9AI\u81ea\u52a8\u8fed\u4ee3\u4f18\u5316AI\u7684\u65b9\u6cd5\u8bba\uff08\u5f85\u5b9e\u8df5\uff09"},"content":{"rendered":"<p>| \u66f4\u65b0\uff1a2026-03-25\n\u6765\u6e90\uff1a\u5fae\u4fe1\u516c\u4f17\u53f7\u6587\u7ae0 | \u6807\u7b7e\uff1a\u5f85\u5b9e\u8df5<\/p>\n<hr \/>\n<h2>\u4ec0\u4e48\u662f autoresearch\uff1f<\/h2>\n<p><strong>\u4e00\u53e5\u8bdd\uff1a<\/strong> \u8ba9 AI \u5f53&#8221;\u8d28\u68c0\u5458&#8221;\uff0c\u4e0d\u65ad\u6d4b\u8bd5 + \u6539\u8fdb\u53e6\u4e00\u4e2a AI \u7684\u8f93\u51fa\uff0c\u76f4\u5230\u7a33\u5b9a\u3002<\/p>\n<h3>\u6253\u4e2a\u6bd4\u65b9<\/h3>\n<p>\u60f3\u8c61\u4f60\u8bad\u7ec3\u4e00\u4e2a\u5b9e\u4e60\u751f\uff1a<\/p>\n<ul>\n<li>\u4f60\u544a\u8bc9\u4ed6\uff1a\u5199\u6587\u7ae0\u8981\u7b80\u6d01<\/li>\n<li>\u4ed6\u4ea4\u4e0a\u6765\u7684\u4f5c\u4e1a\uff1a\u6709\u65f6\u5019\u7b80\u6d01\uff0c\u6709\u65f6\u5019\u5570\u55e6<\/li>\n<li>\u4f60\u4e00\u4e2a\u4e2a\u68c0\u67e5\uff1a\u592a\u7d2f\u4e86<\/li>\n<\/ul>\n<p><strong>autoresearch \u7684\u505a\u6cd5\uff1a<\/strong><\/p>\n<ol>\n<li>\u4f60\u5b9a\u6807\u51c6\uff1a<strong>&#8220;\u6570\u4e00\u4e0b\uff0c\u5e9f\u8bdd\u8d85\u8fc710\u4e2a\u5b57\u5c31\u7b97\u4e0d\u53ca\u683c&#8221;<\/strong><\/li>\n<li>AI \u81ea\u52a8\u8dd1 100 \u7bc7\u6587\u7ae0\uff0c\u9010\u7bc7\u68c0\u67e5<\/li>\n<li>\u627e\u51fa\u54ea\u7bc7\u4e0d\u53ca\u683c\uff0c\u5206\u6790\u539f\u56e0<\/li>\n<li>\u6539\u4e00\u5904\uff08\u6bd4\u5982\u628a&#8221;\u9996\u5148&#8221;\u6539\u6210&#8221;\u7b2c\u4e00&#8221;\uff09<\/li>\n<li>\u518d\u8dd1 100 \u7bc7\uff0c\u770b\u5206\u6570\u6da8\u6ca1\u6da8<\/li>\n<li>\u6da8\u4e86\u5c31\u4fdd\u7559\uff0c\u8dcc\u4e86\u5c31\u64a4\u56de<\/li>\n<\/ol>\n<p><strong>\u672c\u8d28\uff1a\u628a&#8221;\u51ed\u611f\u89c9\u6539&#8221;\u53d8\u6210&#8221;\u53ef\u91cf\u5316\u7684\u5b9e\u9a8c\u5faa\u73af&#8221;<\/strong><\/p>\n<hr \/>\n<h2>\u6838\u5fc3\u65b9\u6cd5\u8bba<\/h2>\n<h3>\u4e8c\u5143 Eval \u539f\u5219<\/h3>\n<ul>\n<li>\u2705 \u5fc5\u987b\u662f\u4e00\u4e2a <strong>yes\/no<\/strong> \u95ee\u9898<\/li>\n<li>\u274c \u4e0d\u80fd\u7528\u91cf\u8868\uff081-10\u5206\uff09<\/li>\n<li>\u274c \u4e0d\u80fd\u4e3b\u89c2\uff08&#8221;\u770b\u8d77\u6765\u597d\u5417\uff1f&#8221;\uff09<\/li>\n<li>\u274c \u4e0d\u80fd\u6a21\u7cca\uff08&#8221;\u4ee3\u7801\u5e72\u51c0\u5417\uff1f&#8221;\uff09<\/li>\n<\/ul>\n<h3>Eval \u7f16\u5199\u793a\u4f8b<\/h3>\n<table>\n<thead>\n<tr>\n<th>\u7c7b\u578b<\/th>\n<th>\u274c \u574f Eval<\/th>\n<th>\u2705 \u597d Eval<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u6587\u672c<\/td>\n<td>&#8220;\u5199\u5f97\u597d\u5417\uff1f&#8221;<\/td>\n<td>&#8220;\u662f\u5426\u5305\u542b\u5177\u4f53\u65f6\u95f4\u3001\u5730\u70b9\u3001\u611f\u5b98\u7ec6\u8282\uff1f&#8221;<\/td>\n<\/tr>\n<tr>\n<td>\u4ee3\u7801<\/td>\n<td>&#8220;\u4ee3\u7801\u5e72\u51c0\u5417\uff1f&#8221;<\/td>\n<td>&#8220;\u662f\u5426\u80fd\u65e0\u62a5\u9519\u8fd0\u884c\uff1f&#8221;<\/td>\n<\/tr>\n<tr>\n<td>\u8bbe\u8ba1<\/td>\n<td>&#8220;\u770b\u8d77\u6765\u4e13\u4e1a\u5417\uff1f&#8221;<\/td>\n<td>&#8220;\u6240\u6709\u6587\u5b57\u662f\u5426\u6e05\u6670\u53ef\u8bfb\u65e0\u91cd\u53e0\uff1f&#8221;<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>\u907f\u5751\u6307\u5357<\/h3>\n<ol>\n<li><strong>Eval \u4e0d\u8d85\u8fc7 6 \u4e2a<\/strong> \u2014 \u591a\u4e86\u4f1a\u8fc7\u62df\u5408<\/li>\n<li><strong>\u4e0d\u80fd\u8fc7\u7a84<\/strong> \u2014 &#8220;\u5fc5\u987b\u6b63\u597d3\u4e2abullet point&#8221;\u592a\u6b7b\u677f<\/li>\n<li><strong>\u4e0d\u80fd\u91cd\u53e0<\/strong> \u2014 \u907f\u514d\u91cd\u590d\u8ba1\u6570<\/li>\n<li><strong>\u4e0d\u80fd\u4e3b\u89c2<\/strong> \u2014 Agent \u65e0\u6cd5\u5224\u65ad&#8221;\u4eba\u7c7b\u89c9\u5f97\u597d\u4e0d\u597d&#8221;<\/li>\n<\/ol>\n<h3>\u5b8c\u6574\u5faa\u73af<\/h3>\n<p>\u9009 skill \u2192 \u7ed9\u6d4b\u8bd5\u8f93\u5165 \u2192 \u5b9a\u4e49 3-6 \u6761 checklist \u2192 \u8dd1\u5206\n\u2193\uff08\u5931\u8d25\uff09\n\u5206\u6790\u5931\u8d25\u70b9 \u2192 \u5c0f\u6539\u4e00\u5904 \u2192 \u91cd\u8dd1\n\u2193\n\u5206\u6570\u6da8\u4e86 \u2192 \u4fdd\u7559\n\u5206\u6570\u8dcc\u4e86 \u2192 \u64a4\u56de\n\u2193\n\u91cd\u590d\u76f4\u5230\u8fde\u7eed\u9ad8\u5206<\/p>\n<hr \/>\n<h2>\u5b9e\u6218\u6548\u679c<\/h2>\n<ul>\n<li>\u67d0\u7f51\u9875\u590d\u5236 Skill\uff1a<strong>56% \u2192 92%<\/strong> \u901a\u8fc7\u7387<\/li>\n<li>\u9875\u9762\u52a0\u8f7d\u4f18\u5316\uff1a<strong>1100ms \u2192 67ms<\/strong>\uff0867\u8f6e\u8fed\u4ee3\uff09<\/li>\n<\/ul>\n<hr \/>\n<h2>\u5bf9\u6211\u4eec\u6709\u7528\u5417\uff1f<\/h2>\n<table>\n<thead>\n<tr>\n<th>\u573a\u666f<\/th>\n<th>\u80fd\u4e0d\u80fd\u7528<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u4f18\u5316 Prompt\/Skill<\/td>\n<td>\u2705 \u975e\u5e38\u9002\u5408<\/td>\n<\/tr>\n<tr>\n<td>\u4f18\u5316\u6587\u6848\u8d28\u91cf<\/td>\n<td>\u2705 Eval \u89c4\u5219\u660e\u786e\u5c31\u884c<\/td>\n<\/tr>\n<tr>\n<td>\u4f18\u5316\u4ee3\u7801\u98ce\u683c<\/td>\n<td>\u2705 \u53ef\u4ee5\u81ea\u52a8\u8dd1\u6d4b\u8bd5<\/td>\n<\/tr>\n<tr>\n<td>\u4f18\u5316\u56de\u590d\u8d28\u91cf<\/td>\n<td>\u26a0\ufe0f \u4e3b\u89c2\u5224\u65ad\u96be\u91cf\u5316<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<hr \/>\n<h2>\u6838\u5fc3\u542f\u53d1<\/h2>\n<p>&gt; <strong>\u5982\u679c\u4e00\u4e2a\u4e1c\u897f\u4f1a\u88ab\u53cd\u590d\u8c03\u7528\uff0c\u90a3\u5b83\u5c31\u503c\u5f97\u88ab\u53cd\u590d\u6d4b\u8bd5\u3002<\/strong>\n&gt; <strong>\u5982\u679c\u4e00\u4e2a\u4e1c\u897f\u80fd\u88ab\u53cd\u590d\u6d4b\u8bd5\uff0c\u90a3\u5b83\u5c31\u503c\u5f97\u88ab\u4ea4\u7ed9 Agent \u81ea\u52a8\u4f18\u5316\u3002<\/strong><\/p>\n<hr \/>\n<p><em>\u6765\u6e90\uff1a\u5fae\u4fe1\u516c\u4f17\u53f7\uff082026-03-25\uff09<\/em>\n<em>GitHub: karpathy\/autoresearch<\/em><\/p>","protected":false},"excerpt":{"rendered":"<p>| \u66f4\u65b0\uff1a2026-03-25 \u6765\u6e90\uff1a\u5fae\u4fe1\u516c\u4f17\u53f7\u6587\u7ae0 | \u6807\u7b7e\uff1a\u5f85\u5b9e\u8df5 \u4ec0\u4e48\u662f autoresearch\uff1f \u4e00 [&hellip;]<\/p>","protected":false},"author":4,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-583","post","type-post","status-publish","format-standard","hentry","category-blue-notes"],"_links":{"self":[{"href":"https:\/\/deepbule.store\/index.php?rest_route=\/wp\/v2\/posts\/583","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/deepbule.store\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/deepbule.store\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/deepbule.store\/index.php?rest_route=\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/deepbule.store\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=583"}],"version-history":[{"count":1,"href":"https:\/\/deepbule.store\/index.php?rest_route=\/wp\/v2\/posts\/583\/revisions"}],"predecessor-version":[{"id":584,"href":"https:\/\/deepbule.store\/index.php?rest_route=\/wp\/v2\/posts\/583\/revisions\/584"}],"wp:attachment":[{"href":"https:\/\/deepbule.store\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=583"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/deepbule.store\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=583"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/deepbule.store\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=583"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}