{"id":714717,"date":"2026-02-03T21:32:12","date_gmt":"2026-02-03T13:32:12","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=714717"},"modified":"2026-02-03T21:32:12","modified_gmt":"2026-02-03T13:32:12","slug":"%e8%85%be%e8%ae%af%e9%a6%96%e5%b8%adai%e7%a7%91%e5%ad%a6%e5%ae%b6%e5%a7%9a%e9%a1%ba%e9%9b%a8%e5%85%a5%e8%81%8c%e5%90%8e%e9%a6%96%e5%8f%91%e7%a0%94%e7%a9%b6%e6%88%90%e6%9e%9c","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=714717","title":{"rendered":"\u817e\u8baf\u9996\u5e2dAI\u79d1\u5b66\u5bb6\u59da\u987a\u96e8\u5165\u804c\u540e\u9996\u53d1\u7814\u7a76\u6210\u679c"},"content":{"rendered":"<p>\u539f\u6807\u9898\uff1a<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e8%85%be%e8%ae%af\" title=\"View all posts in \u817e\u8baf\" target=\"_blank\" class=\"tag_link\">\u817e\u8baf<\/a>\u9996\u5e2d AI \u79d1\u5b66\u5bb6\u59da\u987a\u96e8\u5165\u804c\u540e\u9996\u53d1\u7814\u7a76\u6210\u679c\uff1a\u8ba9\u6a21\u578b\u50cf\u4eba\u7c7b\u4e00\u6837\u5b66\u4e60\uff0c\u6d4b\u8bd5\u201c\u5168\u519b\u8986\u6ca1\u201d<\/p>\n<p>IT\u4e4b\u5bb6 2 \u6708 3 \u65e5\u6d88\u606f\uff0c\u817e\u8baf\u6df7\u5143\u5b98\u7f51\u6280\u672f\u535a\u5ba2\uff08Tencent HY Research\uff09\u4eca\u65e5\uff082 \u6708 3 \u65e5\uff09\u4e0a\u7ebf\u5e76\u53d1\u8868\u4e86\u4e00\u7bc7\u540d\u4e3a\u300a<strong>\u4ece Context \u5b66\u4e60\uff0c\u8fdc\u6bd4\u6211\u4eec\u60f3\u8c61\u7684\u8981\u96be<\/strong>\u300b\u7684\u6587\u7ae0\uff0c\u7cfb\u7edf\u4ecb\u7ecd\u4e86\u817e\u8baf\u6df7\u5143\u56e2\u961f\u8054\u5408\u590d\u65e6\u5927\u5b66\u7684\u4e00\u9879\u65b0\u7814\u7a76\u3002<\/p>\n<p>\u8fd9\u662f\u59da\u987a\u96e8\u52a0\u5165\u817e\u8baf\u62c5\u4efb\u9996\u5e2d AI \u79d1\u5b66\u5bb6\u540e\u5e26\u9886\u56e2\u961f<strong>\u9996\u6b21\u53d1\u5e03\u7814\u7a76\u6210\u679c<\/strong>\uff0c\u4e5f\u662f\u817e\u8baf\u6df7\u5143\u6280\u672f\u535a\u5ba2\u9996\u6b21\u516c\u5f00\u3002\u8fd9\u4e00\u535a\u5ba2\u7684\u63a8\u51fa\uff0c\u65e8\u5728\u5206\u4eab\u817e\u8baf\u6df7\u5143\u7814\u7a76\u5458\u5728\u524d\u6cbf\u6280\u672f\u7814\u7a76\u548c\u5b9e\u8df5\u4e2d\u7684\u63a2\u7d22\u4e0e\u7ecf\u9a8c\u3002<\/p>\n<p>\u535a\u5ba2\u63d0\u5230\uff0c\u8fc7\u53bb\u51e0\u5e74\uff0c\u5927\u8bed\u8a00\u6a21\u578b\u7684\u8fdb\u5316\u901f\u5ea6\u5feb\u5f97\u4ee4\u4eba\u60ca\u53f9\u3002\u5982\u4eca\u7684\u524d\u6cbf\u6a21\u578b\uff0c\u5df2\u7ecf\u662f\u9876\u7ea7\u7684\u201c\u505a\u9898\u5bb6\u201d\uff1a\u5b83\u4eec\u80fd\u89e3\u5f00\u5965\u6570\u7ea7\u522b\u7684\u96be\u9898\uff0c\u80fd\u63a8\u6f14\u590d\u6742\u7684\u7f16\u7a0b\u903b\u8f91\uff0c\u751a\u81f3\u80fd\u901a\u8fc7\u90a3\u4e9b\u4eba\u7c7b\u9700\u8981\u82e6\u8bfb\u6570\u5e74\u624d\u80fd\u62ff\u4e0b\u7684\u4e13\u4e1a\u8d44\u683c\u8003\u8bd5\u3002<\/p>\n<p>\u7136\u800c\uff0c\u8fd9\u4e9b\u8000\u773c\u7684\u6210\u7ee9\u5355\u53ef\u80fd\u63a9\u76d6\u4e86\u4e00\u4e2a\u771f\u76f8\uff1a<strong>\u80fd\u5728\u8003\u573a\u62ff\u6ee1\u5206\u7684\u5b66\u751f\uff0c\u672a\u5fc5\u80fd\u80dc\u4efb\u771f\u5b9e\u4e16\u754c\u7684\u5de5\u4f5c<\/strong>\u3002<\/p>\n<p>\u56de\u770b\u6211\u4eec\u4eba\u7c7b\u7684\u65e5\u5e38\u5de5\u4f5c\uff1a\u5f00\u53d1\u8005\u626b\u8fc7\u4ece\u672a\u89c1\u8fc7\u7684\u5de5\u5177\u6587\u6863\uff0c\u5c31\u80fd\u7acb\u523b\u5f00\u59cb\u8c03\u8bd5\u4ee3\u7801\uff1b\u73a9\u5bb6\u62ff\u8d77\u65b0<a href=\"https:\/\/www.alphaseek.cn\/?tag=%e6%b8%b8%e6%88%8f\" title=\"View all posts in \u6e38\u620f\" target=\"_blank\" class=\"tag_link\">\u6e38\u620f<\/a>\u7684\u89c4\u5219\u4e66\uff0c\u5728\u5b9e\u6218\u4e2d\u8fb9\u73a9\u8fb9\u5b66\uff1b\u79d1\u5b66\u5bb6\u4ece\u590d\u6742\u7684\u5b9e\u9a8c\u65e5\u5fd7\u4e2d\u7b5b\u9009\u6570\u636e\uff0c\u63a8\u5bfc\u51fa\u65b0\u7684\u7ed3\u8bba\u548c\u5b9a\u5f8b\u3002\u6211\u4eec\u53d1\u73b0\u5728\u8fd9\u4e9b\u573a\u666f\u4e2d\uff0c<strong>\u4eba\u7c7b\u5e76\u4e0d\u53ea\u4f9d\u8d56\u591a\u5e74\u524d\u5b66\u5230\u7684\u201c\u6b7b\u77e5\u8bc6\u201d\uff0c\u800c\u662f\u5728\u5b9e\u65f6\u5730\u4ece\u773c\u524d\u7684 Context \u4e2d\u5b66\u4e60<\/strong>\u3002<\/p>\n<p>\u7136\u800c\uff0c\u4eca\u5929\u7684\u8bed\u8a00\u6a21\u578b\u5e76\u975e\u5982\u6b64\u3002\u5b83\u4eec\u4e3b\u8981\u4f9d\u8d56\u201c\u53c2\u6570\u5316\u77e5\u8bc6\u201d\u2014\u2014 \u5373\u5728\u9884\u8bad\u7ec3\u9636\u6bb5\u88ab\u538b\u7f29\u8fdb\u6a21\u578b\u6743\u91cd\u91cc\u7684\u9759\u6001\u8bb0\u5fc6\u3002\u5728\u63a8\u7406\u65f6\uff0c\u6a21\u578b\u66f4\u591a\u662f\u5728\u8c03\u7528\u8fd9\u4e9b\u5c01\u5b58\u7684\u5185\u90e8\u77e5\u8bc6\uff0c\u800c\u4e0d\u662f\u4e3b\u52a8\u4ece\u5f53\u524d\u8f93\u5165\u7684\u65b0\u4fe1\u606f\u4e2d\u6c72\u53d6\u8425\u517b\u3002<\/p>\n<p><strong>\u8fd9\u63ed\u793a\u4e86\u5f53\u524d\u6a21\u578b\u7684\u8bad\u7ec3\u8303\u5f0f\u548c\u5728\u771f\u5b9e\u573a\u666f\u4e2d\u5e94\u7528\u4e4b\u95f4\u662f\u4e0d\u5339\u914d\u7684<\/strong>\uff1a\u6211\u4eec\u4f18\u5316\u51fa\u7684\u6a21\u578b\u64c5\u957f\u5bf9\u81ea\u5df1\u201c\u5df2\u77e5\u201d\u7684\u4e8b\u7269\u8fdb\u884c\u63a8\u7406\uff0c\u4f46\u7528\u6237\u9700\u8981\u7684\uff0c\u5374\u662f\u8ba9\u6a21\u578b\u89e3\u51b3\u90a3\u4e9b\u4f9d\u8d56\u4e8e\u6742\u4e71\u3001\u52a8\u6001\u53d8\u5316\u7684 Context \u7684\u4efb\u52a1\u3002<\/p>\n<p>\u7b80\u800c\u8a00\u4e4b\uff1a\u6211\u4eec\u9020\u51fa\u4e86\u4f9d\u8d56\u201c\u8fc7\u53bb\u201d\u7684\u53c2\u6570\u63a8\u7406\u8005\uff0c\u4f46\u4e16\u754c\u9700\u8981\u7684\u662f\u80fd\u5438\u6536\u201c\u5f53\u4e0b\u201d\u73af\u5883\u7684 Context \u5b66\u4e60\u8005\u3002\u8981\u5f25\u5408\u8fd9\u4e00\u5dee\u8ddd\uff0c<strong>\u6211\u4eec\u5fc5\u987b\u4ece\u6839\u672c\u4e0a\u6539\u53d8\u6a21\u578b\u7684\u4f18\u5316\u65b9\u5411<\/strong>\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_06\/0D3DABD088316A5C8375461D2749EAEC02490766_size87_w1080_h595.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u817e\u8baf\u9996\u5e2dAI\u79d1\u5b66\u5bb6\u59da\u987a\u96e8\u5165\u804c\u540e\u9996\u53d1\u7814\u7a76\u6210\u679c\" \/><\/p>\n<p>\u4e3a\u4e86\u8861\u91cf\u73b0\u6709\u6a21\u578b\u8ddd\u79bb\u771f\u6b63\u7684\u201cContext Learner\u201d\u8fd8\u6709\u591a\u8fdc\uff0c\u59da\u987a\u96e8\u56e2\u961f\u6784\u5efa\u4e86 <strong>CL-bench<\/strong>\u3002\u8fd9\u662f\u4e00\u4e2a\u4e13\u95e8\u8bc4\u6d4b\u8bed\u8a00\u6a21\u578b\u80fd\u5426\u4ece Context \u4e2d\u5b66\u4e60\u65b0\u77e5\u8bc6\u5e76\u6b63\u786e\u5e94\u7528\u7684\u57fa\u51c6\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_06\/7EABFF016F0CD04BF1B8F25E31517837E1D47339_size140_w1031_h550.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u817e\u8baf\u9996\u5e2dAI\u79d1\u5b66\u5bb6\u59da\u987a\u96e8\u5165\u804c\u540e\u9996\u53d1\u7814\u7a76\u6210\u679c\"  \/><\/p>\n<p>CL-bench \u5305\u542b\u7531\u8d44\u6df1\u9886\u57df\u4e13\u5bb6\u7cbe\u5fc3\u5236\u4f5c\u7684 500 \u4e2a\u590d\u6742 Context\u30011,899 \u4e2a\u4efb\u52a1\u548c 31,607 \u4e2a\u9a8c\u8bc1\u6807\u51c6\u3002CL-bench \u53ea\u5305\u542b\u4e00\u4e2a\u7b80\u5355\u4f46\u82db\u523b\u7684\u8981\u6c42\uff1a<strong>\u89e3\u51b3\u6bcf\u4e2a\u4efb\u52a1\u8981\u6c42\u6a21\u578b\u5fc5\u987b\u4ece Context \u4e2d\u5b66\u4e60\u5230\u6a21\u578b\u9884\u8bad\u7ec3\u4e2d\u4e0d\u5b58\u5728\u7684\u65b0\u77e5\u8bc6\uff0c\u5e76\u6b63\u786e\u5e94\u7528<\/strong>\u3002<\/p>\n<p>\u5177\u4f53\u6765\u8bf4\uff0cCL-bench \u6db5\u76d6\u4e86\u56db\u79cd\u5e7f\u6cdb\u7684\u73b0\u5b9e\u4e16\u754c Context \u5b66\u4e60\u573a\u666f\uff1a<\/p>\n<p><strong>\u9886\u57df\u77e5\u8bc6\u63a8\u7406<\/strong>\uff1a Context \u63d0\u4f9b\u7279\u5b9a\u7684\u9886\u57df\u77e5\u8bc6\uff08\u4f8b\u5982\uff0c\u865a\u6784\u7684\u6cd5\u5f8b\u4f53\u7cfb\u3001<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>\u7684\u91d1\u878d\u5de5\u5177\u6216\u5c0f\u4f17\u4e13\u4e1a\u77e5\u8bc6\uff09\u3002\u6a21\u578b\u9700\u8981\u5229\u7528\u8fd9\u4e9b\u77e5\u8bc6\u6765\u63a8\u7406\u5e76\u89e3\u51b3\u5177\u4f53\u95ee\u9898\u3002<\/p>\n<p><strong>\u89c4\u5219\u7cfb\u7edf\u5e94\u7528<\/strong>\uff1aContext \u63d0\u4f9b\u65b0\u5b9a\u4e49\u7684\u6b63\u5f0f\u7cfb\u7edf\uff08\u4f8b\u5982\uff0c\u65b0\u7684\u6e38\u620f\u673a\u5236\u3001\u6570\u5b66\u5f62\u5f0f\u4f53\u7cfb\u3001\u7f16\u7a0b\u8bed\u6cd5\u6216\u6280\u672f\u6807\u51c6\uff09\u3002\u6a21\u578b\u5fc5\u987b\u7406\u89e3\u5e76\u5e94\u7528\u8fd9\u4e9b\u89c4\u5219\u6765\u6267\u884c\u4efb\u52a1\u3002<\/p>\n<p><strong>\u7a0b\u5e8f\u6027\u4efb\u52a1\u6267\u884c<\/strong>\uff1aContext \u63d0\u4f9b\u590d\u6742\u7684\u8fc7\u7a0b\u7cfb\u7edf\uff08\u4f8b\u5982\uff0c\u5de5\u4f5c\u6d41\u3001\u4ea7\u54c1\u624b\u518c\u548c\u64cd\u4f5c\u6307\u5357\uff09\u3002\u6a21\u578b\u5fc5\u987b\u7406\u89e3\u5e76\u5e94\u7528\u8fd9\u4e9b\u7a0b\u5e8f\u6027\u4fe1\u606f\u6765\u5b8c\u6210\u4efb\u52a1\u3002<\/p>\n<p><strong>\u7ecf\u9a8c\u53d1\u73b0\u4e0e\u6a21\u62df<\/strong>\uff1a Context \u63d0\u4f9b\u590d\u6742\u7cfb\u7edf\u5185\u7684\u5b9e\u9a8c\u6570\u636e\u3001\u89c2\u6d4b\u8bb0\u5f55\u6216\u6a21\u62df\u73af\u5883\u3002\u4e0e\u524d\u51e0\u7c7b\u6d89\u53ca\u6f14\u7ece\u63a8\u7406\u4e0d\u540c\uff0c\u8fd9\u4e00\u7c7b\u4e13\u6ce8\u4e8e\u5f52\u7eb3\u63a8\u7406\uff0c\u4e5f\u662f\u6700\u5177\u6311\u6218\u6027\u7684\u3002\u6a21\u578b\u5fc5\u987b\u4ece\u6570\u636e\u4e2d\u53d1\u73b0\u6f5c\u5728\u7684\u5b9a\u5f8b\u6216\u7ed3\u8bba\uff0c\u5e76\u5e94\u7528\u5b83\u4eec\u6765\u89e3\u51b3\u4efb\u52a1\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_06\/AAED96906C921A34C0960114823338AEB0E42D74_size199_w1080_h440.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u817e\u8baf\u9996\u5e2dAI\u79d1\u5b66\u5bb6\u59da\u987a\u96e8\u5165\u804c\u540e\u9996\u53d1\u7814\u7a76\u6210\u679c\" \/><\/p>\n<p>\u8fd9\u4e9b\u7c7b\u522b\u5305\u542b\u4e86\u5927\u90e8\u5206\u73b0\u5b9e\u4e16\u754c\u5de5\u4f5c\u4e2d\u5e38\u89c1\u7684\u6f14\u7ece\u63a8\u7406\u548c\u5f52\u7eb3\u63a8\u7406\u4efb\u52a1\uff0c\u80fd\u5145\u5206\u8861\u91cf\u6a21\u578b\u7684 Context \u5b66\u4e60\u80fd\u529b\u3002<\/p>\n<p>\u4e3a\u4e86\u786e\u4fdd\u6027\u80fd\u771f\u6b63\u53cd\u6620 Context \u5b66\u4e60\uff0c\u800c\u4e0d\u662f\u8bb0\u5fc6\u6216\u6570\u636e\u6cc4\u9732\uff0c<strong>CL-bench \u91c7\u7528\u4e86\u65e0\u6c61\u67d3\uff08Contamination-free\uff09\u8bbe\u8ba1<\/strong>\uff1a<\/p>\n<p>\u865a\u6784\u521b\u4f5c\uff1a\u4e13\u5bb6\u521b\u4f5c\u5b8c\u5168\u865a\u6784\u7684\u5185\u5bb9\uff0c\u4f8b\u5982\u4e3a\u865a\u6784\u56fd\u5bb6\u8bbe\u8ba1\u4e00\u5957\u5b8c\u6574\u7684\u6cd5\u5f8b\u4f53\u7cfb\uff08\u5305\u62ec\u65b0\u9896\u7684\u5224\u4f8b\u548c\u6cd5\u5f8b\u539f\u5219\uff09\uff0c\u6216\u521b\u5efa\u5177\u6709\u72ec\u7279\u8bed\u6cd5\u548c\u8bed\u4e49\u7684\u65b0\u7f16\u7a0b\u8bed\u8a00\u3002<\/p>\n<p>\u73b0\u6709\u5185\u5bb9\u7684\u4fee\u6539\uff1a\u4e13\u5bb6\u4fee\u6539\u73b0\u5b9e\u4e16\u754c\u7684\u5185\u5bb9\u4ee5\u521b\u5efa\u53d8\u4f53\uff0c\u4f8b\u5982\u66f4\u6539\u5386\u53f2\u4e8b\u4ef6\u3001\u6539\u53d8\u79d1\u5b66\u548c\u6570\u5b66\u5b9a\u4e49\uff0c\u6216\u4fee\u6539\u6280\u672f\u6587\u6863\u548c\u6807\u51c6\u3002<\/p>\n<p>\u6574\u5408\u5c0f\u4f17\u548c\u65b0\u5174\u5185\u5bb9\uff1a\u4e13\u5bb6\u7eb3\u5165\u4e86\u5728\u9884\u8bad\u7ec3\u6570\u636e\u96c6\u4e2d\u4ee3\u8868\u6027\u6781\u4f4e\u7684\u5c0f\u4f17\u6216\u8fd1\u671f\u65b0\u5174\u5185\u5bb9\uff0c\u5982\u524d\u6cbf\u7814\u7a76\u53d1\u73b0\u3001\u65b0\u53d1\u5e03\u7684\u4ea7\u54c1\u624b\u518c\u6216\u6280\u672f\u6587\u6863\uff0c\u4ee5\u53ca\u6765\u81ea\u4e13\u95e8\u9886\u57df\u7684\u7279\u5b9a\u77e5\u8bc6\u3002<\/p>\n<p><strong>\u5728\u4e0d\u63d0\u4f9b\u4efb\u4f55 Context \u7684\u60c5\u51b5\u4e0b\uff0c\u6700\u5148\u8fdb\u7684\u6a21\u578b GPT-5.1 (High) \u4ec5\u80fd\u89e3\u51b3\u4e0d\u5230 1% \u7684\u4efb\u52a1<\/strong>\u3002\u8fd9\u8bc1\u660e\u4e86\u6570\u636e\u662f\u65e0\u6c61\u67d3\u7684\uff0c\u6a21\u578b\u82e5\u4e0d\u4ece Context \u4e2d\u5b66\u4e60\uff0c\u51e0\u4e4e\u5b8c\u5168\u65e0\u6cd5\u89e3\u51b3\u8fd9\u4e9b\u4efb\u52a1\u3002<\/p>\n<p>\u6b64\u5916\uff0cCL-bench \u7684\u8bbe\u8ba1\u5177\u6709\u9ad8\u590d\u6742\u6027\u548c\u5e8f\u5217\u4f9d\u8d56\u6027\u300251.1% \u7684\u4efb\u52a1\u9700\u8981\u5e8f\u5217\u4f9d\u8d56\uff0c\u610f\u5473\u7740\u540e\u7eed\u4efb\u52a1\u7684\u89e3\u51b3\u65b9\u6848\u53d6\u51b3\u4e8e\u65e9\u671f\u4ea4\u4e92\u7684\u7ed3\u679c\u3002\u8fd9\u79cd\u591a\u8f6e\u6b21\u8bbe\u8ba1\u663e\u8457\u589e\u52a0\u4e86\u4efb\u52a1\u96be\u5ea6\u3002\u5e73\u5747\u800c\u8a00\uff0c\u9886\u57df\u4e13\u5bb6\u82b1\u8d39\u7ea6 20 \u5c0f\u65f6\u6807\u6ce8\u6bcf\u4e2a Context \uff0c\u4ee5\u786e\u4fdd\u4efb\u52a1\u6784\u5efa\u7684\u8d28\u91cf\u548c\u6df1\u5ea6\u3002<\/p>\n<p><strong>CL-bench \u4e2d\u7684\u6bcf\u4e2a\u4efb\u52a1\u90fd\u662f\u5b8c\u5168\u53ef\u9a8c\u8bc1\u7684<\/strong>\u3002\u5e73\u5747\u800c\u8a00\uff0c\u6bcf\u4e2a Context \u5173\u8054 63.2 \u4e2a\u9a8c\u8bc1\u6807\u51c6\uff0c\u6bcf\u4e2a\u4efb\u52a1\u5305\u542b 16.6 \u4e2a\u8bc4\u4f30\u6807\u51c6\u3002\u6bcf\u4e2a\u4efb\u52a1\u7684\u6b63\u786e\u6027\u90fd\u4ece\u591a\u4e2a\u89d2\u5ea6\u8fdb\u884c\u8bc4\u4f30\uff0c\u786e\u4fdd\u4e86\u8bc4\u4f30\u7684\u5168\u9762\u6027\u3002<\/p>\n<p>\u8be5\u56e2\u961f\u5728 CL-bench \u4e0a\u8bc4\u4f30\u4e86\u5341\u4e2a\u6700\u5148\u8fdb\u7684\u8bed\u8a00\u6a21\u578b\u3002\u7ed3\u679c\u63ed\u793a\u4e86\u6e05\u6670\u4e14\u4e00\u81f4\u7684\u5dee\u8ddd\u3002<\/p>\n<p>\u5e73\u5747\u800c\u8a00\uff0c\u6a21\u578b\u4ec5\u89e3\u51b3\u4e86 17.2% \u7684\u4efb\u52a1\u3002<strong>\u5373\u4fbf\u662f\u8868\u73b0\u6700\u597d\u7684\u6a21\u578b GPT-5.1 (High)\uff0c\u4e5f\u4ec5\u8fbe\u5230\u4e86 23.7%<\/strong>\u3002\u6362\u53e5\u8bdd\u8bf4\uff0c\u5c3d\u7ba1 Context \u4e2d\u62e5\u6709\u89e3\u51b3\u6bcf\u4e2a\u4efb\u52a1\u6240\u9700\u7684\u5168\u90e8\u4fe1\u606f\uff0c\u6a21\u578b\u5728\u7edd\u5927\u591a\u6570\u4efb\u52a1\u4e0a\u90fd\u5931\u8d25\u4e86\u3002\u8fd9\u8868\u660e\u5f53\u524d\u7684 SOTA \u6a21\u578b\u51e0\u4e4e\u4e0d\u4f1a\u4ece Context \u4e2d\u5b66\u4e60\u3002<\/p>\n<p><img data-lazyload=\"https:\/\/x0.ifengimg.com\/ucms\/2026_06\/F5A5C9309FCAFA9D5B85084F4635DD8A1FD545E8_size123_w1080_h426.png\" src=\"https:\/\/tech.ifeng.com\/c\/data:image\/png;base64,iVBORw0KGgoAAAANSUhEUgAAAAEAAAABAQMAAAAl21bKAAAAA1BMVEXy8vJkA4prAAAACklEQVQI12NgAAAAAgAB4iG8MwAAAABJRU5ErkJggg==\" style=\"display:block; margin-left:auto; margin-right:auto\" alt=\"\u817e\u8baf\u9996\u5e2dAI\u79d1\u5b66\u5bb6\u59da\u987a\u96e8\u5165\u804c\u540e\u9996\u53d1\u7814\u7a76\u6210\u679c\" \/><\/p>\n<\/p>\n<p>(\u6765\u6e90\uff1a\u65b0\u6d6a\u79d1\u6280)<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u539f\u6807\u9898\uff1a\u817e\u8baf\u9996\u5e2d AI \u79d1\u5b66\u5bb6\u59da\u987a\u96e8\u5165\u804c\u540e\u9996\u53d1\u7814\u7a76\u6210\u679c\uff1a\u8ba9\u6a21\u578b\u50cf\u4eba\u7c7b\u4e00\u6837\u5b66\u4e60\uff0c\u6d4b\u8bd5\u201c\u5168\u519b\u8986\u6ca1\u201d IT\u4e4b\u5bb6 2  [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"aside","meta":[],"categories":[6],"tags":[252,321,119],"views":53,"_links":{"self":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/714717"}],"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=714717"}],"version-history":[{"count":0,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=\/wp\/v2\/posts\/714717\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=714717"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=714717"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.alphaseek.cn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=714717"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}