{"id":819355,"date":"2026-07-29T20:15:42","date_gmt":"2026-07-29T12:15:42","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=819355"},"modified":"2026-07-29T20:15:42","modified_gmt":"2026-07-29T12:15:42","slug":"%e4%b8%ad%e5%9b%bd%e6%99%ba%e8%83%bd%e4%bd%93%e7%99%bb%e9%a1%b6%e5%85%a8%e7%90%83osworld%e6%a6%9c%e5%8d%95%ef%bc%8c90-2%e5%88%b7%e6%96%b0%e4%b8%96%e7%95%8c%e7%ba%aa%e5%bd%95","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=819355","title":{"rendered":"\u4e2d\u56fd\u667a\u80fd\u4f53\u767b\u9876\u5168\u7403OSWorld\u699c\u5355\uff0c90.2%\u5237\u65b0\u4e16\u754c\u7eaa\u5f55"},"content":{"rendered":"<blockquote>\n<p>\u949b<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%aa%92%e4%bd%93\" title=\"View all posts in \u5a92\u4f53\" target=\"_blank\" class=\"tag_link\">\u5a92\u4f53<\/a>\u6ce8\uff1a\u672c\u6587\u6765\u81ea<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%be%ae%e4%bf%a1\" title=\"View all posts in \u5fae\u4fe1\" target=\"_blank\" class=\"tag_link\">\u5fae\u4fe1<\/a>\u516c\u4f17\u53f7\u5b9e\u5728\u667a\u80fd\uff08ID\uff1aaiindeed\uff09\uff0c\u949b\u5a92\u4f53\u7ecf\u6388\u6743\u53d1\u5e03\u3002<\/p>\n<\/blockquote>\n<p><strong>2026\u5e747\u670827\u65e5\uff0cOSWorld\u699c\u9996\u6613\u4e3b\uff0c\u5f52\u4e2d\u56fd\u56e2\u961f\u3002<\/strong><\/p>\n<p>\u4e2d\u56fd\u82af\u667a\u80fd\u4f53&ldquo;\u5b9e\u5728Agent&rdquo;\uff0c\u4ee590.2%\u7684\u6210\u529f\u7387\u767b\u9876\u3002\u5386\u53f2\u6700\u9ad8\u5206\uff0c\u9996\u4e2a\u7a81\u783490%\u5927\u5173\u7684\u667a\u80fd\u4f53\u3002<\/p>\n<p>\u5b9e\u5728Agent\u540c\u65f6\u62ff\u4e0b\u603b\u699c\u7b2c\u4e00\u4e0eAgentic Framework\u5206\u699c\u7b2c\u4e00\uff0c<strong>\u5b9e\u73b0\u53cc\u51a0\u3002\u5237\u65b0\u4e86\u6d77\u5916\u5de8\u5934Meta\u3001Anthropic\u3001<a href=\"https:\/\/www.alphaseek.cn\/?tag=openai\" title=\"View all posts in OpenAI\" target=\"_blank\" class=\"tag_link\">OpenAI<\/a>\u7b49\u4fdd\u6301\u7684\u516c\u5f00\u6700\u9ad8\u7eaa\u5f55\u3002<\/strong><\/p>\n<p><img loading=\"lazy\" src=\"https:\/\/images.tmtpost.com\/uploads\/images\/2026\/07\/02f62c0c9f74142a5204d9fc35d7cd23_1785324729.png?imageMogr2\/auto-orient\/strip\/interlace\/1\/quality\/85\/format\/jpg\/thumbnail\/1440x2622\/gravity\/center\/crop\/!1440x2622&ext=.png\" width=\"1080\" height=\"1967\" alt=\"\u4e2d\u56fd\u667a\u80fd\u4f53\u767b\u9876\u5168\u7403OSWorld\u699c\u5355\uff0c90.2%\u5237\u65b0\u4e16\u754c\u7eaa\u5f55\" style=\"display:block; margin-left:auto; margin-right:auto\" \/><\/p>\n<p>OSWorld\u6392\u884c\u699c\u603b\u699c\uff08\u6309\u5f97\u5206\u6392\u5e8f\uff09<\/p>\n<h2><strong>01<\/strong><\/h2>\n<h2><strong>OSWorld\uff1aAI\u7684&ldquo;\u8ba1\u7b97\u673a\u9a7e\u9a76\u6267\u7167\u8003\u8bd5&rdquo;<\/strong><\/h2>\n<p>OSWorld\u662f\u76ee\u524d\u5168\u7403\u516c\u8ba4\u7684&ldquo;Computer-Use Agent&rdquo;\u6743\u5a01\u57fa\u51c6\uff0c\u7531<strong>\u9999\u6e2f\u5927\u5b66\u3001\u5361\u5185\u57fa\u6885\u9686\u5927\u5b66\u3001\u6ed1\u94c1\u5362\u5927\u5b66<\/strong>\u7b49\u673a\u6784\u4e8e2024\u5e74\u53d1\u8868\u4e8e<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd\" title=\"View all posts in \u4eba\u5de5\u667a\u80fd\" target=\"_blank\" class=\"tag_link\">\u4eba\u5de5\u667a\u80fd<\/a>\u9876\u7ea7\u4f1a\u8baeNeurIPS\u3002<\/p>\n<p>\u6838\u5fc3\u5b9a\u4f4d\u662f\u8ba9AI\u667a\u80fd\u4f53\u5728<strong>\u771f\u5b9e\u7684\u64cd\u4f5c\u7cfb\u7edf<\/strong>\u4e2d\uff0c\u50cf\u4eba\u7c7b\u4e00\u6837\u901a\u8fc7\u9f20\u6807\u3001\u952e\u76d8\u3001\u5c4f\u5e55\u622a\u56fe\u7b49\u63a5\u53e3\uff0c\u5b8c\u6210\u8de8\u5e94\u7528\u7684\u590d\u6742\u4efb\u52a1\u3002<\/p>\n<p>\u4e0e\u4ec5\u9650\u7f51\u9875\u6216API\u8c03\u7528\u7684\u4f20\u7edf\u57fa\u51c6\uff08\u5982WebArena\u3001MiniWoB++\u7b49\uff09\u4e0d\u540c\uff0cOSWorld\u63d0\u4f9b\u7684\u662f<strong>\u5b8c\u6574\u7684\u771f\u5b9e\u684c\u9762\u6c99\u76d2\u73af\u5883<\/strong>\u3002<\/p>\n<p>OSWorld\u57fa\u51c6\u6d4b\u8bd5\u5305\u542b361\u4e2a\u7531\u4e13\u5bb6\u7cbe\u5fc3\u8bbe\u8ba1\u7684\u5b9e\u6218\u4efb\u52a1\uff0c\u6db5\u76d6\u529e\u516c\u3001\u7f16\u7a0b\u3001UI\u8bbe\u8ba1\u53ca\u7cfb\u7edf\u7ba1\u7406\u7b49\u9ad8\u9891\u573a\u666f\u3002<\/p>\n<p>\u667a\u80fd\u4f53\u662f\u5426\u5b8c\u6210\u4efb\u52a1\uff0c\u5747\u7531\u673a\u5668\u5224\u5b9a\uff0c<strong>\u6ca1\u6709\u4efb\u4f55\u4eba\u5de5\u8bc4\u4ef7\u7684\u4e3b\u89c2\u504f\u5dee<\/strong>\uff0c\u8fd9\u4e5f\u662fOSWorld\u6210\u4e3a\u6743\u5a01\u8bc4\u6d4b\u57fa\u51c6\u7684\u4e3b\u8981\u539f\u56e0\u4e4b\u4e00\u3002<\/p>\n<p>\u5404\u5927\u5382\u5728\u53d1\u5e03\u65d7\u8230\u6a21\u578b\u65f6\u51e0\u4e4e\u90fd\u4f1a\u5f15\u7528OSWorld\u6210\u7ee9\u3002\u4f8b\u5982OpenAI\u53d1\u5e03GPT-5.4\u65f6\u5f3a\u8c03&ldquo;\u9996\u6b21\u8d85\u8d8a\u4eba\u7c7b&rdquo;\uff0cGoogle\u53d1\u5e03Gemini 3.6 Flash\u65f6\u5f3a\u8c03&ldquo;83%\u5168\u573a\u6700\u9ad8\u5206&rdquo;\uff0cAnthropic\u53d1\u5e03Claude Sonnet 5\u65f6\u5f3a\u8c03&ldquo;81.2%&rdquo;\u3002<\/p>\n<p>\u56de\u987eOSWorld\u8fc7\u5f80\u6700\u597d\u6210\u7ee9\uff0c\u8fd9\u6761\u66f2\u7ebf\u89c1\u8bc1\u4e86\u6574\u4e2a\u884c\u4e1a\u7684\u53d1\u5c55\uff1a<\/p>\n<p><img loading=\"lazy\" src=\"https:\/\/images.tmtpost.com\/uploads\/images\/2026\/07\/6c3f9bceabfa9acfb4d1cbf42de56eb1_1785324729.png?imageMogr2\/auto-orient\/strip\/interlace\/1\/quality\/85\/format\/jpg\/thumbnail\/1440x609\/gravity\/center\/crop\/!1440x609&ext=.png\" width=\"1080\" height=\"457\" alt=\"\u4e2d\u56fd\u667a\u80fd\u4f53\u767b\u9876\u5168\u7403OSWorld\u699c\u5355\uff0c90.2%\u5237\u65b0\u4e16\u754c\u7eaa\u5f55\" style=\"display:block; margin-left:auto; margin-right:auto\" \/><\/p>\n<ul>\n<li><span>2024\u5e74\uff1aOSWorld\u521a\u53d1\u5e03\uff0cGPT-4o\u3001Claude-3.5-Sonnet\u7b49\u5f53\u65f6\u6700\u5f3a\u667a\u80fd\u4f53\u7684\u6210\u529f\u7387\u4ec512.2%\uff1b<\/span><\/li>\n<li>2025\u5e745\u6708\uff1aUI-Evol\u589e\u5f3a\u667a\u80fd\u4f53\u8fbe\u523022.0%\uff1b<\/li>\n<li>2025\u5e7412\u6708\uff1aSimular Agent S2\u8fbe\u523072.6%\uff0c\u9996\u6b21\u8d85\u8fc772.36%\u7684\u4eba\u7c7b\u57fa\u7ebf\uff1b<\/li>\n<li>2026\u5e745\u6708\uff1aPointer\u8fbe\u523083.6%\uff0c\u518d<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e5%88%9b%e6%96%b0\" title=\"View all posts in \u521b\u65b0\" target=\"_blank\" class=\"tag_link\">\u521b\u65b0<\/a>\u9ad8\uff1b<\/li>\n<li>2026\u5e747\u6708\uff1a\u5b9e\u5728Agent\u8fbe\u523090.2%\uff0c\u767b\u9876OSWorld\u53cc\u699c\u3002<\/li>\n<\/ul>\n<p>\u4e24\u5e74\u65f6\u95f4\uff0c\u4ece12%\u523083%\uff0c\u8fd9\u6761\u66f2\u7ebf\u5df2\u7ecf\u975e\u5e38\u9661\u5ced\u3002\u800c\u5b9e\u5728Agent\u768490.2%&mdash;&mdash;<strong>\u5728\u9876\u7aef\uff0c\u518d\u8dc3\u4e00\u6b65<\/strong>\uff0c\u6807\u5fd7\u7740Computer-Use Agent\u6b63\u5f0f\u8fc8\u5165&ldquo;\u8d85\u9ad8\u53ef\u9760\u6027&rdquo;\u7684\u65b0\u9636\u6bb5\u3002<\/p>\n<p><img loading=\"lazy\" src=\"https:\/\/images.tmtpost.com\/uploads\/images\/2026\/07\/8ae0346fb169015f21bbb7eb8c63de06_1785324730.png?imageMogr2\/auto-orient\/strip\/interlace\/1\/quality\/85\/format\/jpg\/thumbnail\/1440x888&ext=.png\" width=\"1080\" height=\"666\" alt=\"\u4e2d\u56fd\u667a\u80fd\u4f53\u767b\u9876\u5168\u7403OSWorld\u699c\u5355\uff0c90.2%\u5237\u65b0\u4e16\u754c\u7eaa\u5f55\" style=\"display:block; margin-left:auto; margin-right:auto\" \/><\/p>\n<p>OSWorld\u9996\u521b\u591a\u6a21\u6001\u8ba1\u7b97\u673a\u73af\u5883<\/p>\n<h2><strong>02<\/strong><\/h2>\n<h2><strong>\u4e09\u4e2a\u6570\u5b57\u770b\u61c2\u5b9e\u5728Agent\u7684\u7edf\u6cbb\u529b<\/strong><\/h2>\n<p>\u5728OSWorld\u5168\u90e8361\u4e2a\u786c\u6838\u5b9e\u6218\u8bfe\u9898\u4e2d\uff0c\u5b9e\u5728Agent\u6700\u7ec8\u62ff\u4e0b\u4e86325.59\u5206\uff08\u603b\u6210\u529f\u7387 90.2%\uff09\u3002<\/p>\n<p><img loading=\"lazy\" src=\"https:\/\/images.tmtpost.com\/uploads\/images\/2026\/07\/6f2fcef0b7adf572266c6a403cb9aca6_1785324730.png?imageMogr2\/auto-orient\/strip\/interlace\/1\/quality\/85\/format\/jpg\/thumbnail\/1440x549\/gravity\/center\/crop\/!1440x549&ext=.png\" width=\"1080\" height=\"412\" alt=\"\u4e2d\u56fd\u667a\u80fd\u4f53\u767b\u9876\u5168\u7403OSWorld\u699c\u5355\uff0c90.2%\u5237\u65b0\u4e16\u754c\u7eaa\u5f55\" style=\"display:block; margin-left:auto; margin-right:auto\" \/><\/p>\n<p>\u62c6\u89e3\u7ec6\u5206\u9886\u57df\u5f97\u5206\uff0c\u5b9e\u5728Agent\u5448\u73b0\u51fa\u4e00\u79cd<strong>&ldquo;\u591a\u70b9\u9886\u5148\u3001\u6838\u5fc3\u573a\u666f\u5927\u5e45\u9886\u5148&rdquo;<\/strong>\u7684\u683c\u5c40\uff1a<\/p>\n<h3><strong>1. \u5e38\u7528\u529e\u516c\u4e0e\u7f16\u7a0b\u573a\u666f<\/strong><\/h3>\n<ul>\n<li><strong>\u8868\u683c\u4e0e\u6587\u6863\uff08Calc\/Writer\uff09\uff1a<\/strong>LibreOffice Calc\u62ff\u4e0b46.0\/47\uff0cWriter\u62ff\u4e0b22.0\/23\uff1b<\/li>\n<li><strong>\u7f16\u7a0b\u4e0e\u591a\u5a92\u4f53\uff08VS Code\/VLC\uff09\uff1a<\/strong>VS Code\u62ff\u4e0b22.0\/23\uff0cVLC\u64ad\u653e\u5668\u62ff\u4e0b16.89\/17\uff1b<\/li>\n<li><strong>\u6f14\u793a\u4e0e\u90ae\u4ef6\uff08Impress\/Thunderbird\uff09\uff1a<\/strong>Impress\u6f14\u793a\u6587\u7a3f\u62ff\u4e0b42.96\/47\uff0cThunderbird\u90ae\u4ef6\u5904\u7406\u62ff\u4e0b13.0\/15\u3002<\/li>\n<\/ul>\n<p>\u5728\u8fd9\u4e9b\u65e5\u5e38\u9ad8\u9891\u573a\u666f\u4e2d\uff0c\u5b9e\u5728Agent\u4fdd\u6301\u7740\u9ad8\u5b8c\u6210\u5ea6\u4e0e\u7a33\u5b9a\u9886\u5148\uff0c\u5960\u5b9a\u4e86\u624e\u5b9e\u7684\u6280\u672f\u57fa\u672c\u76d8\u3002<\/p>\n<h3><strong>2. \u6838\u5fc3\u96be\u70b9\u573a\u666f<\/strong><\/h3>\n<p>\u5728\u8fd9\u4e4b\u5916\uff0c\u771f\u6b63\u8ba9\u6211\u4eec\u5728\u699c\u5355\u4e0a\u62c9\u5f00\u5dee\u8ddd\u7684\uff0c\u662fOSWorld\u4e2d\u516c\u8ba4\u6700\u96be\u3001\u6700\u8003\u9a8c\u667a\u80fd\u4f53\u786c\u5b9e\u529b\u7684\u4e09\u4e2a&ldquo;\u5730\u72f1\u7ea7&rdquo;\u573a\u666f\uff1a<\/p>\n<p><strong>\u8de8\u5e94\u7528\u534f\u540c\uff08multi_apps\uff09\uff1a78.81\/93<\/strong><\/p>\n<p>\u8fd9\u662f\u4efb\u52a1\u91cf\u6700\u5927\u3001\u6700\u6613\u51fa\u9519\u7684\u573a\u666f\uff0893\u4e2a\u4efb\u52a1\uff09\u3002\u5b9e\u5728Agent\u83b7\u5f9778.81\u5206\uff0c\u9886\u5148\u7b2c\u4e8c\u540d\u8fd110\u4e2a\u767e\u5206\u70b9\u3002\u5b83\u6a21\u62df\u7684\u662f\u771f\u5b9e\u529e\u516c\u4e2d\u6700\u7e41\u7410\u7684\u8de8\u7cfb\u7edf\u6d41\u7a0b\uff1aChrome\u4e0b\u8f7d\u6587\u4ef6 &rarr; LibreOffice\u7f16\u8f91\u6570\u636e &rarr; \u622a\u56fe\u5b58\u6863 &rarr; Thunderbird\u53d1\u9001\u90ae\u4ef6\u3002\u8fd9\u79cd\u9700\u8981\u8fde\u7eed\u7a7f\u68ad\u56db\u4e94\u4e2a\u8f6f\u4ef6\u7684\u957f\u94fe\u8def\u4efb\u52a1\uff0c\u5c55\u73b0\u4e86\u5b9e\u5728Agent\u5353\u8d8a\u7684\u957f\u94fe\u8def\u89c4\u5212\u80fd\u529b\u3002<\/p>\n<p><strong>\u56fe\u50cf\u5904\u7406\uff08gimp\uff09\uff1a24.0\/26<\/strong><\/p>\n<p>GIMP\u754c\u9762\u5145\u6ee1\u4e86\u6d6e\u52a8\u9762\u677f\u3001\u975e\u6807\u51c6\u5de5\u5177\u680f\u548c\u50cf\u7d20\u7ea7\u5fae\u64cd\uff0c\u582a\u79f0\u89c6\u89c9AI\u7684\u5669\u68a6\u3002\u572826\u4e2a\u4efb\u52a1\u4e2d\uff0c\u5b9e\u5728Agent\u62ff\u4e0b24\u4e2a\uff08\u6210\u529f\u738792.3%\uff09\uff0c\u8bc1\u660e\u4e86\u6211\u4eec\u5728\u975e\u6807\u51c6\u754c\u9762\u89c6\u89c9\u7406\u89e3\u4e0a\u7684\u6df1\u539a\u79ef\u7d2f\u3002<\/p>\n<p><strong>\u7cfb\u7edf\u5e95\u5c42\u64cd\u4f5c\uff08os\uff09\uff1a24.0\/24 \uff08100%\u6ee1\u5206\uff09<\/strong><\/p>\n<p>\u5728\u6587\u4ef6\u6743\u9650\u4fee\u6539\u3001\u8fdb\u7a0b\u7ba1\u7406\u3001\u547d\u4ee4\u884c\u64cd\u4f5c\u7b49&ldquo;\u9519\u4e00\u6b65\u5373\u5168\u76d8\u7686\u8f93&rdquo;\u7684\u4efb\u52a1\u4e2d\uff0c\u6211\u4eec\u5b9e\u73b0\u4e86\u96f6\u5931\u8bef\uff0c\u53cd\u6620\u4e86\u5e95\u5c42\u6267\u884c\u95ed\u73af\u6781\u9ad8\u7684\u7a33\u5b9a\u6027\u3002<\/p>\n<p>\u8de8\u5e94\u7528\u9886\u5148=<strong>\u957f\u94fe\u8def\u89c4\u5212\u529b\u3002<\/strong>GIMP\u9886\u5148=<strong>\u975e\u6807\u51c6\u754c\u9762\u7406\u89e3\u529b\u3002<\/strong>\u7cfb\u7edf\u6ee1\u5206=<strong>\u6267\u884c\u95ed\u73af\u53ef\u9760\u6027\u3002<\/strong>\u4e09\u9879\u80fd\u529b\u53e0\u52a0\uff0c\u6784\u6210\u4e86\u5b9e\u5728Agent\u5728OSWorld\u4e0a\u7684\u6574\u4f53\u4f18\u52bf\u3002<\/p>\n<p><img loading=\"lazy\" src=\"https:\/\/images.tmtpost.com\/uploads\/images\/2026\/07\/72b124cbeef3c2fc5fd648c38b8fff23_1785324731.gif?imageMogr2\/auto-orient\/strip\/quality\/85\" width=\"1079\" height=\"607\" alt=\"\u4e2d\u56fd\u667a\u80fd\u4f53\u767b\u9876\u5168\u7403OSWorld\u699c\u5355\uff0c90.2%\u5237\u65b0\u4e16\u754c\u7eaa\u5f55\" style=\"display:block; margin-left:auto; margin-right:auto\" \/><\/p>\n<h2><strong>03<\/strong><\/h2>\n<h2><strong>\u767b\u9876\u7684\u80cc\u540e\u662f&ldquo;\u516b\u5e74\u78e8\u4e00\u5251&rdquo;<\/strong><\/h2>\n<p>\u667a\u80fd\u4f53\u9886\u57df\u6709\u4e00\u4e2a\u884c\u4e1a\u5171\u8bc6\uff1a<strong>Agent = Model + Harness\u3002<\/strong><\/p>\n<p>\u6a21\u578b\uff08Model\uff09\u662f\u53d1\u52a8\u673a\uff0c\u63d0\u4f9b\u901a\u7528\u667a\u529b\u548c\u539f\u59cb\u52a8\u529b\uff1bHarness\uff08\u5de5\u7a0b\u5957\u4ef6\/\u6574\u8f66\u67b6\u6784\uff09\u5219\u662f\u65b9\u5411\u76d8\u3001\u53d8\u901f\u7bb1\u3001\u5239\u8f66\u4e0e\u5b89\u5168\u7cfb\u7edf\uff0c\u662f\u628a\u667a\u529b\u8f6c\u5316\u4e3a&ldquo;\u53ef\u9760\u884c\u9a76&rdquo;\u7684\u5b8c\u6574\u5de5\u7a0b\u4f53\u7cfb\u3002<\/p>\n<p><strong>\u4e3a\u4ec0\u4e48Harness\u5982\u6b64\u5173\u952e\uff1f<\/strong>\u5728Stanford\u3001\u6e05\u534e\u7b49\u673a\u6784\u7684\u8bba\u6587\u4e2d\u6709\u4e00\u4e2a\u7814\u7a76\u8bc1\u660e\uff1a\u5728\u540c\u4e00\u4e2a\u5e95\u5c42\u6a21\u578b\u7684\u524d\u63d0\u4e0b\uff0c\u4ec5\u6539\u8fdbHarness\u5de5\u7a0b\u8bbe\u8ba1\uff0c\u5728OSWorld\u7b49\u57fa\u51c6\u4e0a\u7684\u6027\u80fd\u5dee\u8ddd\u53ef\u8fbe6-10\u4e2a\u767e\u5206\u70b9\uff1b\u800c\u5728\u67d0\u4e9b\u590d\u6742\u4efb\u52a1\u4e0a\uff0c\u5c06\u539f\u751f\u4ee3\u7801Harness\u4f18\u5316\u4e3a\u81ea\u7136\u8bed\u8a00\u4e0e\u8303\u5f0f\u7ed3\u5408\u7684Harness\uff0c\u540c\u4e00\u6a21\u578b\u7684\u5f97\u5206\u751a\u81f3\u80fd\u4ece30.4%\u8dc3\u5347\u81f347.2%\uff0c\u5dee\u8ddd\u63a5\u8fd117\u4e2a\u767e\u5206\u70b9\uff01<\/p>\n<p>\u8fd9\u8bf4\u660e\u5f53\u6a21\u578b\u80fd\u529b\u9010\u6e10\u540c\u8d28\u5316\uff0c<strong>Harness\u5de5\u7a0b\u5316\u624d\u662f\u51b3\u5b9a\u667a\u80fd\u4f53&ldquo;\u80fd\u4e0d\u80fd\u771f\u5e72\u6d3b&rdquo;\u7684\u6838\u5fc3\u53d8\u91cf\u3002<\/strong><\/p>\n<p>\u4f46Harness\u7684\u53ef\u9760\u6027\uff0c\u4ece\u6765\u4e0d\u662f\u67d0\u4e00\u6b21\u6280\u672f\u7a81\u7834\u7684\u5076\u7136\uff0c\u800c\u662f\u957f\u671f\u7684\u4f01\u4e1a\u573a\u666f\u6c89\u6dc0\u3001\u64cd\u4f5c\u6570\u636e\u79ef\u7d2f\u548c\u5de5\u7a0b\u5316\u8fed\u4ee3\u7684\u5fc5\u7136\u3002\u5b9e\u5728\u667a\u80fd\u505a\u667a\u80fd\u4f53\u6709\u4e00\u4e2a<strong>&ldquo;\u7b2c\u4e00\u6027\u539f\u7406&rdquo;<\/strong>&mdash;&mdash;\u4f60\u4e0d\u80fd\u5e72\u7684\uff0c\u6211\u80fd\u4e0d\u80fd\u5e72\uff1f\u8c01\u7684\u80fd\u529b\u8fb9\u754c\u66f4\u5e7f\uff0c\u8c01\u7684\u6210\u672c\u66f4\u4f4e\u3001\u6548\u7387\u66f4\u9ad8\uff1f<\/p>\n<p>\u9762\u5bf9\u771f\u5b9e\u7684\u64cd\u4f5c\u73af\u5883\uff0cAPI\u80fd\u8dd1\u901a\u5c31\u8dd1API\uff0cAPI\u8dd1\u4e0d\u901a\u5c31\u7528GUI&mdash;&mdash;\u50cf\u4eba\u4e00\u6837\u770b\u5c4f\u5e55\u3001\u70b9\u9f20\u6807\uff0c\u628a\u6570\u636e\u62ff\u56de\u6765\uff0c\u628a\u4e8b\u529e\u6210\u3002\u8fd9\u5957<strong>&ldquo;\u591a\u6a21\u6001&rdquo;<\/strong>\u7684Harness\u80fd\u529b\uff0c\u662f\u5b9e\u5728\u667a\u80fd\u4ece2018\u5e74\u6210\u7acb\u7b2c\u4e00\u5929\u8d77\u5c31\u5728\u6253\u78e8\u7684\u57fa\u672c\u529f\u3002<\/p>\n<p>\u6b64\u5916\uff0c\u4f5c\u4e3a\u81ea\u52a8\u5316\u9886\u57df\u7684\u884c\u4e1a\u9886\u5934\u7f8a\uff0c\u5b9e\u5728\u667a\u80fd\u5df2\u670d\u52a1\u4e86<strong>\u8d856000\u5bb6\u4f01\u4e1a\u5ba2\u6237<\/strong>\uff0c<strong>90%\u4e3a\u4e16\u754c500\u5f3a\u3001\u592e\u56fd\u4f01\u3001<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e4%b8%8a%e5%b8%82\" title=\"View all posts in \u4e0a\u5e02\" target=\"_blank\" class=\"tag_link\">\u4e0a\u5e02<\/a>\u4f01\u4e1a\u548c\u5730\u65b9\u9f99\u5934\u3002<\/strong>\u8fd9\u610f\u5473\u7740\u5b9e\u5728\u667a\u80fd\u5df2\u5728\u5ba2\u6237\u4fa7\u79ef\u7d2f\u4e86\u6d77\u91cf\u771f\u5b9e\u684c\u9762\u73af\u5883\u7684\u64cd\u4f5c\u6570\u636e\u3001\u5f02\u5e38\u5904\u7406\u673a\u5236\u548c\u884c\u4e1a\u6d41\u7a0b\u6a21\u677f\u3002\u8fd9\u4e9b\u573a\u666f\u548c\u6570\u636e\uff0c\u6b63\u662fHarness\u5de5\u7a0b\u8fed\u4ee3\u6700\u5b9d\u8d35\u7684\u539f\u6750\u6599\u3002<\/p>\n<p>\u56e0\u6b64\uff0c\u5b9e\u5728Agent\u80fd\u62ff\u4e0b90.2%\uff0c\u4e0d\u662f\u5355\u4e00\u6a21\u578b\u53c2\u6570\u7684\u80dc\u5229\uff0c\u800c\u662f<strong>\u516b\u5e74\u6df1\u8015\u81ea\u52a8\u5316\u9886\u57df\u7684\u884c\u4e1aKnow-how\u3001\u6d77\u91cf\u771f\u5b9e\u4e1a\u52a1\u6570\u636e\u4ee5\u53caHarness\u5de5\u7a0b\u4f53\u7cfb\u4e09\u8005\u53e0\u52a0\u7684\u5fc5\u7136\u7ed3\u679c\u3002<\/strong><\/p>\n<p><img loading=\"lazy\" src=\"https:\/\/images.tmtpost.com\/uploads\/images\/2026\/07\/af0e2a38e7efb659b7ef520f242dd2e5_1785324732.gif?imageMogr2\/auto-orient\/strip\/quality\/85\" width=\"1079\" height=\"491\" alt=\"\u4e2d\u56fd\u667a\u80fd\u4f53\u767b\u9876\u5168\u7403OSWorld\u699c\u5355\uff0c90.2%\u5237\u65b0\u4e16\u754c\u7eaa\u5f55\" style=\"display:block; margin-left:auto; margin-right:auto\" \/><\/p>\n<h2><strong>04<\/strong><\/h2>\n<h2><strong>\u4ece\u57fa\u51c6\u9ad8\u5206\u8d70\u5411\u751f\u4ea7\u529b\u771f\u6b63\u843d\u5730<\/strong><\/h2>\n<p>OSWorld\u699c\u5355\u7684\u767b\u9876\uff0c\u662f\u6280\u672f\u6f14\u8fdb\u7684\u91cd\u8981\u91cc\u7a0b\u7891\uff0c\u4f46\u5b83\u7edd\u4e0d\u662f\u7ec8\u70b9\u3002<\/p>\n<p>\u5982\u679c\u8bf4OSWorld\u662f\u667a\u80fd\u4f53\u8003\u53d6&ldquo;\u8ba1\u7b97\u673a\u9a7e\u7167&rdquo;\u7684\u8003\u573a\uff0c\u90a3\u4e48\u771f\u6b63\u7684\u8003\u9a8c\uff0c\u5728\u4e8e\u80fd\u5426\u9a76\u5165\u590d\u6742\u3001\u591a\u53d8\u7684\u4f01\u4e1a\u771f\u5b9e\u751f\u4ea7\u73af\u5883\u3002<strong>\u4ece&ldquo;\u699c\u5355\u9ad8\u5206&rdquo;\u5230&ldquo;\u4ea7\u4e1a\u843d\u5730&rdquo;<\/strong>\uff0c\u5b9e\u5728Agent\u7684\u7a81\u7834\u6b63\u6307\u5411\u667a\u80fd\u4f53\u6f14\u8fdb\u7684\u4e0b\u534a\u573a\uff1a<\/p>\n<h3><strong>1. \u4ece90.2%\u5230\u5de5\u4e1a\u7ea799.99%\u7684\u53ef\u9760\u6027\u8de8\u8d8a<\/strong><\/h3>\n<p>\u5728\u771f\u5b9e\u4f01\u4e1a\u7684\u8d22\u52a1\u3001HR\u6216\u4f9b\u5e94\u94fe\u573a\u666f\u4e2d\uff0c\u54ea\u60159.8%\u7684\u5931\u8d25\u7387\u4e5f\u53ef\u80fd\u5f15\u53d1\u91cd\u5927\u4e1a\u52a1<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e9%a3%8e%e9%99%a9\" title=\"View all posts in \u98ce\u9669\" target=\"_blank\" class=\"tag_link\">\u98ce\u9669<\/a>\uff08\u5982\u53d1\u9519\u90ae\u4ef6\u3001\u9519\u586b\u4ed8\u6b3e\u91d1\u989d\uff09\u3002\u5b9e\u5728Agent\u5728\u81ea\u4e3b\u6267\u884c\u7684\u57fa\u7840\u4e0a\uff0c\u6784\u5efa<strong>\u4eba\u673a\u534f\u540c\u4e0e\u5b89\u5168\u65ad\u8def\u5668\u673a\u5236<\/strong>&mdash;&mdash;\u5728\u6d89\u53ca\u9ad8\u98ce\u9669\u3001\u654f\u611f\u6570\u636e\u7684\u64cd\u4f5c\u65f6\u81ea\u52a8\u63d0\u6743\u786e\u8ba4\uff0c\u63d0\u4f9b&ldquo;\u64cd\u4f5c\u64a4\u9500\u4e0e\u56de\u6eda&rdquo;\u80fd\u529b\uff0c\u4e0d\u65ad\u5c06\u5de5\u4e1a\u7ea7\u53ef\u9760\u6027\u63a8\u541199.99%\u3002<\/p>\n<h3><strong>2. \u8de8\u64cd\u4f5c\u7cfb\u7edf\u4e0e\u590d\u6742\u52a8\u6001\u73af\u5883\u7684\u6297\u5e72\u6270\u80fd\u529b<\/strong><\/h3>\n<p>OSWorld\u5efa\u7acb\u4e86\u4f18\u79c0\u7684Ubuntu\u865a\u62df\u673a\u57fa\u51c6\uff0c\u800c\u5de5\u4e1a\u754c\u771f\u5b9e\u7684\u529e\u516c\u73af\u5883\u5145\u6ee1\u4e86\u8f6f\u4ef6\u7248\u672c\u66f4\u65b0\u3001\u968f\u673a\u5e7f\u544a\u5f39\u7a97\u3001\u7cfb\u7edf\u901a\u77e5\u6296\u52a8\u3001\u7f51\u7edc\u5ef6\u8fdf\u5361\u987f\u7b49\u975e\u6807\u51c6\u5e72\u6270\u56e0\u7d20\u3002\u667a\u80fd\u4f53\u7684\u843d\u5730\u4ef7\u503c\uff0c\u5728\u4e8e\u5373\u4f7f\u754c\u9762\u6837\u5f0f\u5fae\u8c03\u3001\u5f39\u7a97\u7a81\u7136\u6253\u65ad\uff0c\u4e5f\u80fd\u50cf\u4eba\u7c7b\u5458\u5de5\u4e00\u6837\u7075\u6d3b\u5e94\u5bf9\u3001\u81ea\u4e3b\u7ea0\u9519\u3002<\/p>\n<h3><strong>3. \u53ef\u7b97\u8d26\u7684\u5546\u4e1aROI\u4e0e\u5168\u94fe\u8def\u5b89\u5168\u5408\u89c4<\/strong><\/h3>\n<p>\u901a\u8fc7\u7aef\u4fa7\u8f7b\u91cf\u6a21\u578b\u4e0e\u4e91\u7aefVLM\u7684\u6df7\u5408\u8c03\u5ea6\uff0c\u5b9e\u5728Agent\u5728\u964d\u4f4eToken\u63a8\u7406\u6210\u672c\u4e0e\u54cd\u5e94\u5ef6\u8fdf\u4e0a\u6301\u7eed\u4f18\u5316\uff0c\u8ba9\u667a\u80fd\u4f53\u7684\u8fd0\u884c\u6210\u672c\u8fdc\u4f4e\u4e8e\u4eba\u529b\u6210\u672c\u3002\u540c\u65f6\uff0c\u6253\u9020\u7b26\u5408\u4f01\u4e1a\u7ea7\u5b89\u5168\u6807\u51c6\u7684\u6c99\u76d2\u9694\u79bb\u73af\u5883\u4e0e<strong>\u5168\u94fe\u8def\u53ef\u5ba1\u8ba1\u65e5\u5fd7<\/strong>\uff0c\u786e\u4fdd\u667a\u80fd\u4f53\u6bcf\u4e00\u6b21\u70b9\u51fb\u3001\u8f93\u5165\u90fd\u53ef\u8ffd\u6eaf\u3001\u53ef\u5f52\u56e0\u3001\u53ef\u5408\u89c4\u3002<\/p>\n<p>OSWorld\u768490.2%\uff0c\u4e0d\u4ec5\u4ee3\u8868\u7740\u4e2d\u56fd\u56e2\u961f\u5728\u667a\u80fd\u4f53\u5de5\u7a0b\u8d5b\u9053\u4e0a\u7684\u65ad\u5c42\u9886\u5148\uff0c\u66f4\u5ba3\u544a\u4e86AI\u6b63\u5728\u6446\u8131&ldquo;\u53ea\u4f1a\u804a\u5929&rdquo;\u7684\u5bf9\u8bdd\u6846\u5f62\u6001\uff0c\u771f\u6b63\u63a5\u7ba1\u5c4f\u5e55\uff0c\u6210\u4e3a\u80fd\u591f\u9a71\u52a8\u590d\u6742\u8f6f\u4ef6\u7cfb\u7edf\u3001\u521b\u9020\u5b9e\u9645\u7ecf\u6d4e\u4ef7\u503c\u7684\u6570\u5b57\u52b3\u52a8\u529b\u3002<\/p>\n<p>\u8ba9AI\u771f\u6b63&ldquo;\u4f1a\u5e72\u6d3b&rdquo;\uff0c\u4ece\u57fa\u51c6\u9ad8\u5206\u8d70\u5411\u751f\u4ea7\u529b\u843d\u5730&mdash;&mdash;\u8fd9\u662f\u767b\u9876OSWorld\u7684\u6838\u5fc3\uff0c\u4e5f\u662f\u5b9e\u5728\u667a\u80fd\u516b\u5e74\u672a\u53d8\u575a\u5b88\u7684\u5e95\u5ea7\u3002<\/p>\n<p><strong>\u9ad8\u539f\u4e4b\u4e0a\uff0c\u518d\u5efa\u9ad8\u5cf0\u3002<\/strong><\/p>\n<p>(\u6765\u6e90\uff1a\u949b\u5a92\u4f53)<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u949b\u5a92\u4f53\u6ce8\uff1a\u672c\u6587\u6765\u81ea\u5fae\u4fe1\u516c\u4f17\u53f7\u5b9e\u5728\u667a\u80fd\uff08ID\uff1aaiindeed\uff09\uff0c\u949b\u5a92\u4f53\u7ecf\u6388\u6743\u53d1\u5e03\u3002 2026\u5e747\u670827\u65e5\uff0cOS [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[6],"tags":[271,378,195,148,252,280,95,192],"views":8,"_links":{"self":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/819355"}],"collection":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=819355"}],"version-history":[{"count":0,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/819355\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=819355"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=819355"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=819355"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}