{"id":751552,"date":"2026-03-21T13:16:37","date_gmt":"2026-03-21T05:16:37","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=751552"},"modified":"2026-03-21T13:16:37","modified_gmt":"2026-03-21T05:16:37","slug":"%e7%a1%85%e8%b0%b7500%e4%ba%bf%e5%b7%a8%e5%a4%b4%e7%bf%bb%e8%bd%a6%e7%8e%b0%e5%9c%ba%ef%bc%81cursor%e8%a2%ab%e6%89%92%e5%a5%97%e5%a3%b3kimi%ef%bc%8c%e4%b8%ad%e5%9b%bd%e5%bc%80%e6%ba%90%e4%b8%8a","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=751552","title":{"rendered":"\u7845\u8c37500\u4ebf\u5de8\u5934\u7ffb\u8f66\u73b0\u573a\uff01Cursor\u88ab\u6252\u5957\u58f3Kimi\uff0c\u4e2d\u56fd\u5f00\u6e90\u4e0a\u5927\u5206"},"content":{"rendered":"

\"\u7845\u8c37500\u4ebf\u5de8\u5934\u7ffb\u8f66\u73b0\u573a\uff01Cursor\u88ab\u6252\u5957\u58f3Kimi\uff0c\u4e2d\u56fd\u5f00\u6e90\u4e0a\u5927\u5206\"<\/p>\n

\u7f16\u8f91\uff1a\u597d\u56f0 Aeneas<\/p>\n

\u3010\u65b0\u667a\u5143\u5bfc\u8bfb\u3011\u5927\u74dc\u60ca\u7206AI\u5708\uff1a\u6628\u5929Cursor\u65b0\u6a21\u578b\u521a\u521a\u5c01\u795e\uff0c24\u5c0f\u65f6\u5185\u5374\u88ab\u6252\u662f\u5957\u58f3Kimi\uff1f\u5168\u7f51\u79d2\u53d8\u5403\u74dc\u73b0\u573a\uff0c\u9a6c\u65af\u514b<\/a>\u3001\u9f99\u867e\u4e4b\u7236\u90fd\u6765\u56f4\u89c2\u4e86\u3002\u8fd9\u4e00\u6b21\uff0c\u4e2d\u56fd\u5f00\u6e90\u6a21\u578b\uff0c\u771f\u7684\u4e0a\u5927\u5206\u4e86\uff01<\/strong><\/p>\n

\u4eca\u5929\uff0c\u6574\u4e2aAI\u5708\u90fd\u88ab\u8fd9\u4e2a\u5927\u74dc\u9707\u60ca\u4e86\u3002<\/p>\n

3\u670819\u65e5\u51cc\u6668\uff0c\u4f30\u503c\u5373\u5c06\u51b2\u51fb500\u4ebf\u7f8e\u5143\u7684AI\u7f16\u7a0b\u72ec\u89d2\u517dCursor\uff0c\u9ad8\u8c03\u53d1\u5e03\u4e86\u81ea\u5bb6\u6700\u65b0\u7f16\u7a0b\u6a21\u578bComposer 2\u3002<\/p>\n

\u8fd9\u4e2a\u6a21\u578b\u4e00\u53d1\u5e03\uff0c\u7acb\u523b\u5728\u6574\u4e2a\u5f00\u53d1\u8005\u793e\u533a\u5f15\u53d1\u4e86\u8f70\u52a8\uff01<\/p>\n

\u636e\u8bf4\uff0c\u5b83\u4e0d\u4ec5\u8d85\u8d8a\u4e86Claude Opus 4.6\uff0c\u4ef7\u683c\u8fd8\u76f4\u63a5\u8170\u65a9\uff0c\u5bf9\u4e8e\u52a8\u8f84\u88abClaude\u5929\u4ef7\u6a21\u578b\u70e7\u7a7f\u94b1\u5305\u7684\u5f00\u53d1\u8005\uff0c\u8fd9\u7b80\u76f4\u662f\u91cd\u5927\u5229\u597d\u554a\u3002<\/p>\n

\"\u7845\u8c37500\u4ebf\u5de8\u5934\u7ffb\u8f66\u73b0\u573a\uff01Cursor\u88ab\u6252\u5957\u58f3Kimi\uff0c\u4e2d\u56fd\u5f00\u6e90\u4e0a\u5927\u5206\"<\/p>\n

\u6700\u4ee4\u4e1a\u5185\u4fa7\u76ee\u7684\uff0c\u5c31\u662f\u8fd9\u5f20\u300c\u6027\u80fd\/\u4ef7\u683c\u6bd4\u300d\u5750\u6807\u8f74\u4e86\uff1aComposer 2\u76f4\u63a5\u6a2a\u626b\u4e86Opus 4.6\u548cGPT-5.4<\/p>\n

\u8d85\u8d8aOpus 4.6\uff0c\u8fd9\u4e2a\u4ee4\u4eba\u5403\u60ca\u7684\u6210\u7ee9\u662f\u600e\u4e48\u5f97\u5230\u7684\uff1f<\/p>\n

\u6839\u636eCursor\u5b98\u65b9\u535a\u5ba2\u7684\u8bf4\u6cd5\uff0c\u4ed6\u4eec\u91c7\u7528\u4e86\u4e0d\u5c11\u5173\u952e\u6280\u672f\uff0c\u6bd4\u5982\u7ee7\u7eed\u9884\u8bad\u7ec3\u3001\u5927\u89c4\u6a21\u5f3a\u5316\u5b66\u4e60\u3001\u81ea\u4e3b\u7814\u53d1\u7684\u81ea\u6211\u6458\u8981\u6280\u672f\u3002<\/p>\n

\u603b\u4e4b\uff0c\u9760\u81ea\u4e3b\u7814\u53d1\u9020\u51fa\u6700\u524d\u6cbf\u6a21\u578b\u7684Cursor\uff0c\u8fd9\u6ce2\u662f\u4e0a\u5927\u5206\u4e86\uff01<\/p>\n

\"\u7845\u8c37500\u4ebf\u5de8\u5934\u7ffb\u8f66\u73b0\u573a\uff01Cursor\u88ab\u6252\u5957\u58f3Kimi\uff0c\u4e2d\u56fd\u5f00\u6e90\u4e0a\u5927\u5206\"<\/p>\n

\u7ed3\u679c\uff0c\u4e0d\u523024\u5c0f\u65f6\uff0cCursor\u7adf\u7136\u5c31\u88ab\u556a\u556a\u6253\u8138\u4e86\uff1f\uff1f<\/p>\n

\u4e00\u884c\u6a21\u578bID<\/strong><\/p>\n

\u6495\u5f00500\u4ebf\u7f8e\u5143\u4f30\u503c\u7684\u906e\u7f9e\u5e03<\/strong><\/p>\n

\u4e00\u4f4d\u540d\u53ebFynn\u7684\u5f00\u53d1\u8005\u5728\u8c03\u8bd5Cursor\u7684API\u65f6\uff0c\u622a\u83b7\u4e86\u4e00\u6bb5\u4e0d\u8be5\u51fa\u73b0\u7684\u6a21\u578bID\uff1a<\/p>\n

accounts\/anysphere\/models\/kimi-k2p5-rl-0317-s515-fast<\/p>\n

\"\u7845\u8c37500\u4ebf\u5de8\u5934\u7ffb\u8f66\u73b0\u573a\uff01Cursor\u88ab\u6252\u5957\u58f3Kimi\uff0c\u4e2d\u56fd\u5f00\u6e90\u4e0a\u5927\u5206\"<\/p>\n

\u6ce8\u610f\u770b\u8fd9\u6bb5\u2014\u2014\u300ckimi-k2p5-rl\u300d\u3002<\/p>\n

\u7ffb\u8bd1\u8fc7\u6765\u5c31\u662f\uff0c\u8fd9\u4e2a\u5149\u73af\u6ee1\u6ee1\u7684Composer 2\uff0c\u5e95\u4e0b\u8dd1\u7684\u5176\u5b9e\u662fKimi K2.5\u7684\u5f3a\u5316\u5b66\u4e60\u7248\u672c\uff01<\/p>\n

\"\u7845\u8c37500\u4ebf\u5de8\u5934\u7ffb\u8f66\u73b0\u573a\uff01Cursor\u88ab\u6252\u5957\u58f3Kimi\uff0c\u4e2d\u56fd\u5f00\u6e90\u4e0a\u5927\u5206\"<\/p>\n

\u77ac\u95f4\uff0c\u8fd9\u6761\u63a8\u6587\u8fc5\u901f\u5c31\u5f15\u7206\u5f00\u53d1\u8005\u793e\u533a\uff0c\u6d4f\u89c8\u91cf\u76f4\u63a5\u98d9\u8fc722\u4e07\u3002<\/p>\n

\u770b\u70ed\u95f9\u4e0d\u5acc\u4e8b\u5927\u7684\u9a6c\u65af\u514b\u7acb\u9a6c\u4e0b\u573a\uff0c\u5728\u8bc4\u8bba\u533a\u7559\u4e86\u4e00\u53e5\u8bdd\uff1a\u300cYeah, it's Kimi 2.5\u300d\u3002<\/p>\n

\"\u7845\u8c37500\u4ebf\u5de8\u5934\u7ffb\u8f66\u73b0\u573a\uff01Cursor\u88ab\u6252\u5957\u58f3Kimi\uff0c\u4e2d\u56fd\u5f00\u6e90\u4e0a\u5927\u5206\"<\/p>\n

\"\u7845\u8c37500\u4ebf\u5de8\u5934\u7ffb\u8f66\u73b0\u573a\uff01Cursor\u88ab\u6252\u5957\u58f3Kimi\uff0c\u4e2d\u56fd\u5f00\u6e90\u4e0a\u5927\u5206\"<\/p>\n

\"\u7845\u8c37500\u4ebf\u5de8\u5934\u7ffb\u8f66\u73b0\u573a\uff01Cursor\u88ab\u6252\u5957\u58f3Kimi\uff0c\u4e2d\u56fd\u5f00\u6e90\u4e0a\u5927\u5206\"<\/strong><\/p>\n

\u9884\u8bad\u7ec3\u8d1f\u8d23\u4eba\uff0c\u5728\u7ebf\u6253\u5047<\/strong><\/p>\n

\u968f\u540e\uff0cKimi\u7684\u9884\u8bad\u7ec3\u8d1f\u8d23\u4eba\u7acb\u5373\u53d1\u63a8\u8868\u793a\uff0c\u6211\u4eec\u6d4b\u8bd5\u4e86Composer 2\u7684\u5206\u8bcd\u5668\uff0c\u53d1\u73b0\u5b83\u8ddfKimi\u7684\u5b8c\u5168\u4e00\u81f4\uff01<\/p>\n

\u51e0\u4e4e\u53ef\u4ee5\u786e\u8ba4\uff0c\u8fd9\u5c31\u662f\u6211\u4eec\u7684\u6a21\u578b\u88ab\u8fdb\u4e00\u6b65\u540e\u8bad\u7ec3\u7684\u7ed3\u679c\uff01<\/p>\n

\u4ed6\u76f4\u63a5@\u4e86Cursor\u7684\u8054\u521bMichael Truell\uff0c\u8be2\u95ee\u5bf9\u65b9\u4e3a\u4f55\u6ca1\u6709\u9075\u5b88\u4ed6\u4eec\u7684MIT License\u8bb8\u53ef\u6761\u6b3e\uff0c\u4e5f\u6ca1\u6709\u652f\u4ed8\u4efb\u4f55\u8d39\u7528\uff1f<\/p>\n

\"\u7845\u8c37500\u4ebf\u5de8\u5934\u7ffb\u8f66\u73b0\u573a\uff01Cursor\u88ab\u6252\u5957\u58f3Kimi\uff0c\u4e2d\u56fd\u5f00\u6e90\u4e0a\u5927\u5206\"<\/p>\n

\u540e\u7eed\u5df2\u7ecf\u5220\u5e16<\/p>\n

\u8981\u77e5\u9053\uff0c\u8fd9\u4ef6\u4e8b\u60c5\u7684\u6838\u5fc3\u7126\u70b9\u5c31\u5728\u4e8e\uff0c\u6839\u636eKimi K2.5\u7684\u8bb8\u53ef\u8bc1\u8981\u6c42\uff0c\u5f53\u884d\u751f\u4ea7\u54c1\u6708\u6536\u5165\u8d85\u8fc72000\u4e07\u7f8e\u5143\u65f6\uff0c\u9700\u5728\u754c\u9762\u663e\u8457\u5c55\u793a\u300cKimi K2.5\u300d\u5b57\u6837\u3002<\/p>\n

\u800cCursor\u7684\u5e74\u6536\u5165\u8d85\u8fc720\u4ebf\u7f8e\u5143\uff0c\u6708\u6536\u5165\u7ea61.66\u4ebf\uff0c\u662f\u89e6\u53d1\u7f72\u540d\u4e49\u52a1\u95e8\u69db\uff082000\u4e07\u7f8e\u5143\uff09\u76848\u500d\u4ee5\u4e0a\u3002<\/p>\n

\u8fd9\u4e00\u6ce2\uff0cCursor\u7b97\u662f\u4e22\u8138\u4e22\u5927\u53d1\u4e86\u3002\u793e\u533a\u7684\u5404\u4e2a\u5927V\uff0c\u90fd\u4e0b\u573a\u56f4\u89c2\u3001\u8f6c\u53d1\u3001\u70ed\u8bae\u8d77\u6765\u3002<\/p>\n

\"\u7845\u8c37500\u4ebf\u5de8\u5934\u7ffb\u8f66\u73b0\u573a\uff01Cursor\u88ab\u6252\u5957\u58f3Kimi\uff0c\u4e2d\u56fd\u5f00\u6e90\u4e0a\u5927\u5206\"<\/p>\n

\u8fde\u9f99\u867e\u4e4b\u7236\uff0c\u90fd\u5f00\u59cb\u4e0b\u573a\u5403\u74dc\u4e86\u3002<\/p>\n

\"\u7845\u8c37500\u4ebf\u5de8\u5934\u7ffb\u8f66\u73b0\u573a\uff01Cursor\u88ab\u6252\u5957\u58f3Kimi\uff0c\u4e2d\u56fd\u5f00\u6e90\u4e0a\u5927\u5206\"<\/p>\n

\u5168\u7f51\u90fd\u5728\u75af\u72c2\u5237\u8d77\u6897\u56fe\u3002<\/p>\n

\"\u7845\u8c37500\u4ebf\u5de8\u5934\u7ffb\u8f66\u73b0\u573a\uff01Cursor\u88ab\u6252\u5957\u58f3Kimi\uff0c\u4e2d\u56fd\u5f00\u6e90\u4e0a\u5927\u5206\"<\/p>\n

\"\u7845\u8c37500\u4ebf\u5de8\u5934\u7ffb\u8f66\u73b0\u573a\uff01Cursor\u88ab\u6252\u5957\u58f3Kimi\uff0c\u4e2d\u56fd\u5f00\u6e90\u4e0a\u5927\u5206\"<\/p>\n

\"\u7845\u8c37500\u4ebf\u5de8\u5934\u7ffb\u8f66\u73b0\u573a\uff01Cursor\u88ab\u6252\u5957\u58f3Kimi\uff0c\u4e2d\u56fd\u5f00\u6e90\u4e0a\u5927\u5206\"<\/p>\n

\"\u7845\u8c37500\u4ebf\u5de8\u5934\u7ffb\u8f66\u73b0\u573a\uff01Cursor\u88ab\u6252\u5957\u58f3Kimi\uff0c\u4e2d\u56fd\u5f00\u6e90\u4e0a\u5927\u5206\"<\/p>\n

Cursor\u7d27\u6025\u56de\u5e94<\/strong><\/p>\n

\u627f\u8ba4\u4e86\uff0c\u4f46\u53ea\u627f\u8ba4\u4e00\u534a<\/strong><\/p>\n

\u9762\u5bf9\u94fa\u5929\u76d6\u5730\u7684\u8d28\u7591\uff0cCursor\u8054\u5408\u521b\u59cb\u4ebaAman Sanger\u4e0d\u5f97\u4e0d\u4e0b\u573a\u53d1\u58f0\u3002<\/p>\n

\u4ed6\u7684\u56de\u5e94\u5206\u4e09\u5c42\u3002<\/p>\n

\u7b2c\u4e00\uff0c\u627f\u8ba4\u57fa\u5ea7\uff1a\u6211\u4eec\u8bc4\u4f30\u4e86\u5927\u91cf\u57fa\u5ea7\u6a21\u578b\u7684\u56f0\u60d1\u5ea6\uff0cKimi K2.5\u8868\u73b0\u6700\u5f3a\u3002<\/p>\n

\u7b2c\u4e8c\uff0c\u5f3a\u8c03\u81ea\u7814\u6210\u5206\uff1a\u5728K2.5\u57fa\u7840\u4e0a\u505a\u4e86\u7ee7\u7eed\u9884\u8bad\u7ec3\u548c4\u500d\u7b97\u529b\u89c4\u6a21\u7684\u9ad8\u5f3a\u5ea6RL\u8bad\u7ec3\u3002<\/p>\n

\u7b2c\u4e09\uff0c\u9053\u6b49\uff1a\u6ca1\u5728\u535a\u5ba2\u91cc\u63d0\u5230Kimi\u57fa\u5ea7\uff0c\u786e\u5b9e\u662f\u758f\u5ffd\uff0c\u4e0b\u4e00\u4e2a\u6a21\u578b\u4f1a\u6539\u3002<\/p>\n

\"\u7845\u8c37500\u4ebf\u5de8\u5934\u7ffb\u8f66\u73b0\u573a\uff01Cursor\u88ab\u6252\u5957\u58f3Kimi\uff0c\u4e2d\u56fd\u5f00\u6e90\u4e0a\u5927\u5206\"<\/p>\n

Cursor\u7684\u53e6\u4e00\u4f4d\u6838\u5fc3\u6210\u5458Lee Robinson\u5219\u5728\u51e0\u4e2a\u5c0f\u65f6\u5185\u8fde\u53d1\u56db\u6761\u63a8\u6587\uff0c\u59ff\u6001\u4e00\u6761\u6bd4\u4e00\u6761\u4f4e\u3002<\/p>\n

\u6700\u521d\uff0c\u4ed6\u53ea\u627f\u8ba4\u662f\u57fa\u4e8e\u5f00\u6e90\u9879\u76ee\uff0c\u5e76\u4e14\u7529\u51fa\u4e00\u7ec4\u6570\u636e\u79f0\uff0c\u6700\u7ec8\u6a21\u578b\u7684\u7b97\u529b\u6d88\u8017\u4e2d\uff0c\u53ea\u6709\u7ea61\/4\u6765\u81ea\u57fa\u5ea7\u6a21\u578b\uff0c\u5269\u4e0b3\/4\u5168\u662fCursor\u81ea\u5df1\u7684\u8bad\u7ec3\u3002<\/p>\n

\u6240\u4ee5\u8dd1\u5206\u7ed3\u679c\u548c\u539f\u7248\u5dee\u5f02\u5f88\u5927\u3002<\/p>\n

\u8a00\u4e0b\u4e4b\u610f\uff1a\u6211\u4eec\u4e0d\u662f\u7b80\u5355\u5957\u58f3\uff0c\u5f00\u6e90\u6a21\u578b\u53ea\u662f\u57fa\u7840\u3002<\/p>\n

\"\u7845\u8c37500\u4ebf\u5de8\u5934\u7ffb\u8f66\u73b0\u573a\uff01Cursor\u88ab\u6252\u5957\u58f3Kimi\uff0c\u4e2d\u56fd\u5f00\u6e90\u4e0a\u5927\u5206\"<\/p>\n

\u7136\u540e\u67b6\u4e0d\u4f4f\u793e\u533a\u8ffd\u95ee\uff0c\u76f4\u63a5\u644a\u724c\uff1a\u300c\u65e2\u7136\u5927\u5bb6\u975e\u8981\u6211\u8bf4\u51fa\u8fd9\u4e2a\u540d\u5b57\u2014\u2014KIMI K2.5\uff01\uff01\u6ca1\u9519\uff0c\u5c31\u662f\u6211\u4eec\u7684\u8d77\u70b9\u3002\u300d<\/p>\n

\"\u7845\u8c37500\u4ebf\u5de8\u5934\u7ffb\u8f66\u73b0\u573a\uff01Cursor\u88ab\u6252\u5957\u58f3Kimi\uff0c\u4e2d\u56fd\u5f00\u6e90\u4e0a\u5927\u5206\"<\/p>\n

\u6700\u7ec8\uff0c\u5728\u4e24\u4e2a\u5c0f\u65f6\u4e4b\u540e\uff0c\u548c\u53e6\u4e00\u4f4d\u8054\u521bAman Sanger\u5728\u540c\u4e00\u65f6\u95f4\u53d1\u4e86\u9053\u6b49\u3002<\/p>\n

\u4ed6\u8868\u793a\uff0c\u5f00\u59cb\u6ca1\u5728\u535a\u5ba2\u4e2d\u63d0\u5230Kimi\u57fa\u5ea7\u6a21\u578b\uff0c\u7684\u786e\u662f\u72af\u9519\u4e86\uff0c\u4ee5\u540e\u4e00\u5b9a\u6539\u6b63\u3002<\/p>\n

\u6001\u5ea6\u8fd8\u7b97\u8bda\u6073\uff0c\u4f46\u95ee\u9898\u5728\u4e8e\u2014\u2014\u53d1\u5e03\u65f6\u4e3a\u4ec0\u4e48\u4e0d\u8bf4\uff1f<\/p>\n

\"\u7845\u8c37500\u4ebf\u5de8\u5934\u7ffb\u8f66\u73b0\u573a\uff01Cursor\u88ab\u6252\u5957\u58f3Kimi\uff0c\u4e2d\u56fd\u5f00\u6e90\u4e0a\u5927\u5206\"<\/p>\n

\u6700\u7ec8\uff0cKimi\u4e5f\u975e\u5e38\u5927\u5ea6\u5730\u4e0b\u573a\u548c\u89e3\uff0c\u8868\u793a\u975e\u5e38\u81ea\u8c6a\u770b\u5230K2.5\u4e3aComposer 2\u63d0\u4f9b\u57fa\u5ea7\u3002<\/p>\n

\"\u7845\u8c37500\u4ebf\u5de8\u5934\u7ffb\u8f66\u73b0\u573a\uff01Cursor\u88ab\u6252\u5957\u58f3Kimi\uff0c\u4e2d\u56fd\u5f00\u6e90\u4e0a\u5927\u5206\"<\/p>\n

\u81f3\u6b64\uff0c\u4e8b\u60c5\u5f7b\u5e95\u5706\u6ee1\u4e86\u3002<\/p>\n

\"\u7845\u8c37500\u4ebf\u5de8\u5934\u7ffb\u8f66\u73b0\u573a\uff01Cursor\u88ab\u6252\u5957\u58f3Kimi\uff0c\u4e2d\u56fd\u5f00\u6e90\u4e0a\u5927\u5206\"<\/strong><\/p>\n

\u6b64\u524d\u5df2\u6709\u524d\u79d1<\/strong><\/p>\n

2025\u5e7410\u6708\uff0cComposer 1 \u53d1\u5e03\u65f6\uff0c\u5168\u7403\u591a\u5730\u7528\u6237\u5c31\u66fe\u53cd\u9988\uff1a\u8fd9\u4e2a\u5ba3\u79f0\u81ea\u7814\u7684\u7f16\u7a0b\u52a9\u624b\uff0c\u7adf\u7136\u5728\u601d\u8003\u8fc7\u7a0b\u4e2d\u5076\u5c14\u8e66\u51fa\u5730\u9053\u7684\u4e2d\u6587\u3002<\/p>\n

\u5373\u4fbf\u7ecf\u51e0\u5bb6\u5a92\u4f53<\/a>\u8bc1\u5b9e\uff0cCursor\u53ca\u5176\u7ade\u4e89\u5bf9\u624bWindsurf\u786e\u5b9e\u90fd\u5728\u5e95\u5c42\u5957\u7528\u4e86\u7ecf\u8fc7\u5fae\u8c03\u7684\u4e2d\u56fd\u5f00\u6e90\u5927\u6a21\u578b\uff0c\u4f46Cursor\u9009\u62e9\u4e86\u51b7\u5904\u7406\u2014\u2014\u4e0d\u89e3\u91ca\u3001\u4e0d\u56de\u8bbf\uff0c\u7136\u540e\uff0c\u5728\u4eca\u5e742\u6708\u8fc5\u901f\u8fed\u4ee3\u52301.5\u7248\u672c\u3002<\/p>\n

\u4f46\u8fd9\u4e00\u6b21\uff0cComposer 2\u7684\u7ffb\u8f66\u66f4\u52a0\u5f7b\u5e95\uff0c\u53ef\u4ee5\u8bf4\u5206\u660e\u662f\u5229\u7528\u522b\u4eba\u7814\u53d1\u6295\u5165\u8fdb\u884c\u7684\u300c\u5229\u6da6\u5957\u5229\u300d\u3002<\/p>\n

\u76ee\u524d\uff0cCursor\u7684\u4f30\u503c\u662f293\u4ebf\u7f8e\u5143\uff0c\u6b63\u5bfb\u6c42500\u4ebf\u7f8e\u5143\u878d\u8d44<\/a>\uff1b\u800c\u63d0\u4f9b\u5e95\u5c42\u80fd\u529b\u7684Kimi\uff0c\u4e0a\u8f6e\u4f30\u503c\u4e3a43\u4ebf\u7f8e\u5143\u3002<\/p>\n

\u4ee5\u6b64\u5728\u4e8c\u7ea7\u5e02\u573a\u4e0a\u6362\u53d612\u500d\u4f30\u503c\u7684\u64cd\u4f5c\uff0c\u5c31\u66f4\u662f\u4ee4\u4eba\u53f9\u4e3a\u89c2\u6b62\u4e86\u3002<\/p>\n

Cursor\u4e3a\u4ec0\u4e48\u504f\u504f\u9009\u4e86Kimi K2.5\uff1f<\/strong><\/p>\n

\u8bdd\u8bf4\u56de\u6765\uff0c\u5f00\u6e90\u6a21\u578b\u90a3\u4e48\u591a\uff0cCursor\u4e3a\u4ec0\u4e48\u9009Kimi K2.5\u5f53\u57fa\u5ea7\uff1f<\/p>\n

\u7b54\u6848\u53ef\u80fd\u6ca1\u90a3\u4e48\u590d\u6742\u3002<\/p>\n

\u5728Artificial Analysis\u7684\u7efc\u5408\u6392\u884c\u699c\u4e0a\uff0cK2.5\u5c31\u662f\u5f53\u524d\u6700\u5f3a\u7684\u5f00\u6e90\u6a21\u578b\u4e4b\u4e00\u3002<\/p>\n

\u4ece\u5b98\u65b9\u516c\u5e03\u7684\u8dd1\u5206\u6765\u770b\uff0cK2.5\u5728Agent\u80fd\u529b\u4e0a\u4e5f\u662f\u538b\u8fc7\u4e86\u4e00\u4f17\u95ed\u6e90\u5de8\u5934\u3002<\/p>\n

Humanity's Last Exam\u5f97\u520650.2\uff0cGPT-5.2\u53ea\u670945.5\uff0cClaude Opus 4.5\u662f43.2\uff1bBrowseComp\u62ff\u523074.9\uff0c\u628aGPT-5.2\u768465.8\u7529\u5f00\u4e86\u8fd110\u4e2a\u70b9\u3002<\/p>\n

\u5728\u56fe\u50cf\u548c\u89c6\u9891\u7406\u89e3\u4e0a\u540c\u6837\u5168\u9762\u9886\u5148\uff0cMathVision 84.2\u5206\u6392\u540d\u7b2c\u4e00\uff0cVideoMMMU\u548cLongVideoBench\u4e5f\u90fd\u62ff\u5230\u4e86\u6700\u9ad8\u5206\u3002<\/p>\n

\"\u7845\u8c37500\u4ebf\u5de8\u5934\u7ffb\u8f66\u73b0\u573a\uff01Cursor\u88ab\u6252\u5957\u58f3Kimi\uff0c\u4e2d\u56fd\u5f00\u6e90\u4e0a\u5927\u5206\"<\/p>\n

\u67b6\u6784\u4e0a\uff0cK2.5\u662f\u4e00\u4e2a\u4e07\u4ebf\u53c2\u6570\u7684MoE\u6a21\u578b\uff0c\u4f46\u6bcf\u6b21\u63a8\u7406\u53ea\u6fc0\u6d3b320\u4ebf\u53c2\u6570\uff0c\u7528\u4e0d\u5230\u603b\u91cf3.2%\u7684\u7b97\u529b\u6491\u8d77\u524d\u6cbf\u7ea7\u7684\u80fd\u529b\u3002256K\u4e0a\u4e0b\u6587\u7a97\u53e3\uff0c\u539f\u751f\u652f\u6301\u6587\u672c\u3001\u56fe\u50cf\u3001\u89c6\u9891\u4e09\u6a21\u6001\u8f93\u5165\u3002<\/p>\n

\u7f16\u7801\u80fd\u529b\u662fK2.5\u6700\u7a81\u51fa\u7684\u957f\u677f\uff0c\u5c24\u5176\u662f\u524d\u7aef\u5f00\u53d1\u573a\u666f\u3002\u6bd4\u5982\uff0c\u7ed9\u5b83\u4e00\u5f20UI\u8bbe\u8ba1\u7a3f\uff0cK2.5\u80fd\u76f4\u63a5\u8f93\u51fa\u5e26\u4ea4\u4e92\u52a8\u6548\u548c\u6eda\u52a8\u89e6\u53d1\u6548\u679c\u7684\u5b8c\u6574\u524d\u7aef\u4ee3\u7801\u3002<\/p>\n

\u540c\u65f6\uff0cK2.5\u8fd8\u5f15\u5165\u4e86Agent Swarm\u673a\u5236\uff0c\u6700\u591a\u53ef\u4ee5\u540c\u65f6\u8c03\u5ea6100\u4e2a\u5b50Agent\u5e76\u884c\u6267\u884c\u4efb\u52a1\uff0c\u5b8c\u6210\u591a\u8fbe1500\u6b21\u5de5\u5177\u8c03\u7528\uff0c\u4efb\u52a1\u6267\u884c\u901f\u5ea6\u63d0\u53474.5\u500d\u3002<\/p>\n

\u5bf9\u4e8eCursor\u8fd9\u79cd\u9700\u8981\u5904\u7406\u5927\u578b\u4ee3\u7801\u5e93\u3001\u957f\u94fe\u4efb\u52a1\u7684\u4ea7\u54c1\u6765\u8bf4\uff0cK2.5\u51e0\u4e4e\u662f\u91cf\u8eab\u5b9a\u505a\u7684\u5e95\u5ea7\u3002<\/p>\n

\"\u7845\u8c37500\u4ebf\u5de8\u5934\u7ffb\u8f66\u73b0\u573a\uff01Cursor\u88ab\u6252\u5957\u58f3Kimi\uff0c\u4e2d\u56fd\u5f00\u6e90\u4e0a\u5927\u5206\"<\/p>\n

\u6570\u636e\u548c\u5b9e\u529b\u4e4b\u5916\uff0c\u8fd9\u573aCursor\u98ce\u6ce2\u8fd8\u610f\u5916\u5730\u7ed9K2.5\u9001\u4e0a\u4e86\u4e00\u6ce2\u5168\u7403\u7ea7\u7684\u4fe1\u7528\u80cc\u4e66\u3002<\/p>\n

\u4e8b\u5b9e\u4e0a\uff0c\u9664\u4e86\u8fd9\u6b21\u7684\u6293\u5305\u5916\uff0c\u9a6c\u65af\u514b\u4e00\u5468\u5185\u5df2\u7ecf\u4e24\u6b21\u70b9\u540dKimi\u3002<\/p>\n

3\u670816\u65e5\uff0cKimi\u56e2\u961f\u5728arXiv\u53d1\u5e03\u4e86\u4e00\u7bc7\u540d\u4e3a\u300cAttention Residuals\u300d\u7684\u67b6\u6784\u8bba\u6587\uff0c\u9a6c\u65af\u514b\u8f6c\u53d1\u5e76\u8bc4\u4ef7\u300cImpressive work\u300d\u3002<\/p>\n

\"\u7845\u8c37500\u4ebf\u5de8\u5934\u7ffb\u8f66\u73b0\u573a\uff01Cursor\u88ab\u6252\u5957\u58f3Kimi\uff0c\u4e2d\u56fd\u5f00\u6e90\u4e0a\u5927\u5206\"<\/p>\n

Andrej Karpathy\u8ddf\u5e16\u611f\u6168\uff0c\u5c31\u8fdeOpenAI<\/a>\u524d\u8054\u5408\u521b\u59cb\u4ebaJerry Tworek\u90fd\u76f4\u547c\u300cdeep learning 2.0\u300d\u3002<\/p>\n

\"\u7845\u8c37500\u4ebf\u5de8\u5934\u7ffb\u8f66\u73b0\u573a\uff01Cursor\u88ab\u6252\u5957\u58f3Kimi\uff0c\u4e2d\u56fd\u5f00\u6e90\u4e0a\u5927\u5206\"<\/p>\n

\"\u7845\u8c37500\u4ebf\u5de8\u5934\u7ffb\u8f66\u73b0\u573a\uff01Cursor\u88ab\u6252\u5957\u58f3Kimi\uff0c\u4e2d\u56fd\u5f00\u6e90\u4e0a\u5927\u5206\"<\/p>\n

\u4e0e\u6b64\u540c\u65f6\uff0c\u5168\u7403\u6700\u5927\u7684CDN\u670d\u52a1\u5546Cloudflare\u4e5f\u5728\u540c\u4e00\u5468\u5ba3\u5e03\uff0c\u5c06Kimi K2.5\u4f5c\u4e3aWorkers AI\u5e73\u53f0\u4e0a\u7ebf\u7684\u9996\u4e2a\u5f00\u6e90\u6a21\u578b\u3002<\/p>\n

\"\u7845\u8c37500\u4ebf\u5de8\u5934\u7ffb\u8f66\u73b0\u573a\uff01Cursor\u88ab\u6252\u5957\u58f3Kimi\uff0c\u4e2d\u56fd\u5f00\u6e90\u4e0a\u5927\u5206\"<\/p>\n

\"\u7845\u8c37500\u4ebf\u5de8\u5934\u7ffb\u8f66\u73b0\u573a\uff01Cursor\u88ab\u6252\u5957\u58f3Kimi\uff0c\u4e2d\u56fd\u5f00\u6e90\u4e0a\u5927\u5206\"<\/p>\n

\u5728\u5b98\u535a\u4e2d\uff0cCloudflare\u900f\u9732\u4e86\u4e00\u4e2a\u60ca\u4eba\u7684\u6570\u5b57\uff1a\u4ed6\u4eec\u5185\u90e8\u6709\u4e00\u4e2a\u57fa\u4e8eK2.5\u7684\u5b89\u5168\u5ba1\u8ba1Agent\uff0c\u6bcf\u5929\u5904\u7406\u8d85\u8fc770\u4ebf\u667a\u5143\uff08token\uff09\u3002<\/p>\n

\u5982\u679c\u662f\u7528\u4e2d\u7b49\u6c34\u5e73\u7684\u95ed\u6e90\u6a21\u578b\uff0c\u4ec5\u8fd9\u4e00\u4e2a\u573a\u666f\u3001\u4e00\u4e2a\u4ee3\u7801\u5e93\uff0c\u5e74\u6210\u672c\u5c31\u8981240\u4e07\u7f8e\u5143\u3002\u5207\u6362\u5230K2.5\u4e4b\u540e\uff0c\u6210\u672c\u76f4\u964d77%\u3002<\/p>\n

\"\u7845\u8c37500\u4ebf\u5de8\u5934\u7ffb\u8f66\u73b0\u573a\uff01Cursor\u88ab\u6252\u5957\u58f3Kimi\uff0c\u4e2d\u56fd\u5f00\u6e90\u4e0a\u5927\u5206\"<\/p>\n

\u4e00\u4e2a\u4e2d\u56fd\u5f00\u6e90\u6a21\u578b\uff0c\u540c\u65f6\u88ab\u4f30\u503c500\u4ebf\u7f8e\u5143\u7684\u7845\u8c37<\/a>\u7f16\u7a0b\u5de5\u5177\u9009\u4e3a\u57fa\u5ea7\u3001\u88ab\u5168\u7403CDN\u5de8\u5934\u7528\u4e8e\u751f\u4ea7\u73af\u5883\u3002<\/p>\n

\u8fd9\u79cd\u8ba4\u53ef\u7684\u542b\u91d1\u91cf\uff0c\u4e0d\u662f\u968f\u4fbf\u4e00\u6b21\u57fa\u51c6\u8dd1\u5206\u80fd\u66ff\u4ee3\u7684\u3002<\/p>\n

\u6709\u4e00\u8bf4\u4e00<\/strong><\/p>\n

Composer 2\u786e\u5b9e\u80fd\u6253<\/strong><\/p>\n

\u629b\u5f00\u57fa\u5ea7\u4e89\u8bae\uff0cComposer 2\u7684\u6027\u80fd\u672c\u8eab\u8fd8\u662f\u503c\u5f97\u4e00\u770b\u5f97\u3002<\/p>\n

\u9996\u5148\uff0c\u5b83\u5728\u8dd1\u5206\u4e0a\u5b9e\u73b0\u4e86Cursor\u6709\u53f2\u4ee5\u6765\u6700\u5927\u7684\u5355\u4ee3\u9645\u8df3\u8dc3\u3002<\/p>\n

CursorBench\u4e0a\uff0cComposer 2\u5f97\u520661.3\uff0c\u5bf9\u6bd4\u4e0a\u4e00\u4ee3Composer 1.5\u768444.2\uff0c\u63d0\u5347\u8fd140%\uff01<\/p>\n

\"\u7845\u8c37500\u4ebf\u5de8\u5934\u7ffb\u8f66\u73b0\u573a\uff01Cursor\u88ab\u6252\u5957\u58f3Kimi\uff0c\u4e2d\u56fd\u5f00\u6e90\u4e0a\u5927\u5206\"<\/p>\n

\u5728\u6d4b\u8bd5AI\u5728\u547d\u4ee4\u884c\u73af\u5883\u4e2d\u5b9a\u4f4dbug\u3001\u7f16\u5199\u4fee\u590d\u3001\u9a8c\u8bc1\u7ed3\u679c\u7b49\u5168\u94fe\u8def\u80fd\u529b\u7684Terminal-Bench 2.0\u4e0a\uff0cComposer 2\u540c\u6837\u62ff\u5230\u4e8661.7\u7684\u9ad8\u5206\uff0c\u4e00\u4e3e\u8d85\u8fc7Claude Opus 4.6\u768458.0\u548cOpus 4.5\u768452.1\u3002<\/p>\n

\"\u7845\u8c37500\u4ebf\u5de8\u5934\u7ffb\u8f66\u73b0\u573a\uff01Cursor\u88ab\u6252\u5957\u58f3Kimi\uff0c\u4e2d\u56fd\u5f00\u6e90\u4e0a\u5927\u5206\"<\/p>\n

\u867d\u7136\u80fd\u529b\u4e0d\u662f\u6700\u5f3a\u7684\uff0c\u4f46\u6210\u672c\u786e\u5b9e\u662fComposer 2\u6700\u950b\u5229\u7684\u6b66\u5668\u3002<\/p>\n

\u6807\u51c6\u7248\u5b9a\u4ef7\u6bcf\u767e\u4e07\u8f93\u5165\u667a\u5143\uff08token\uff09\u4ec50.5\u7f8e\u5143\uff0c\u8f93\u51fa2.5\u7f8e\u5143\uff0c\u6bd4\u4e0a\u4e00\u4ee3Composer 1.5\u76843.5\/17.5\u7f8e\u5143\u4fbf\u5b9c\u4e8686%\u3002<\/p>\n

Composer 2 Fast\u4e0d\u4ec5\u901f\u5ea6\u582a\u79f0\u5730\u8868\u6700\u5feb\uff0c\u800c\u4e14\u5b9a\u4ef7\u4e5f\u53ea\u63d0\u5230\u4e861.5\/7.5\u7f8e\u5143\uff0c\u540c\u6837\u6bd41.5\u7248\u4fbf\u5b9c57%\u3002<\/p>\n

\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u4e00\u4e2aClaude Code\u8ba2\u9605\u6708\u8d39200\u7f8e\u5143\uff0c\u80cc\u540e\u7684\u8ba1\u7b97\u6210\u672c\u7ea6\u4e3a5000\u7f8e\u5143\u3002<\/p>\n

\"\u7845\u8c37500\u4ebf\u5de8\u5934\u7ffb\u8f66\u73b0\u573a\uff01Cursor\u88ab\u6252\u5957\u58f3Kimi\uff0c\u4e2d\u56fd\u5f00\u6e90\u4e0a\u5927\u5206\"<\/p>\n

\"\u7845\u8c37500\u4ebf\u5de8\u5934\u7ffb\u8f66\u73b0\u573a\uff01Cursor\u88ab\u6252\u5957\u58f3Kimi\uff0c\u4e2d\u56fd\u5f00\u6e90\u4e0a\u5927\u5206\"<\/p>\n

\u8fd9\u4e2a\u5b9a\u4ef7\u7b56\u7565<\/a>\u7684\u5e95\u6c14\uff0c\u6765\u81eaCursor\u5728\u8bad\u7ec3\u5c42\u9762\u505a\u7684\u771f\u6b63\u6709\u6280\u672f\u542b\u91cf\u7684\u4e8b\u2014\u2014compaction-in-the-loop\u5f3a\u5316\u5b66\u4e60\u3002<\/p>\n

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