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    {
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      "url": "https://www.v2ex.com/t/1205919", 
      "title": "IQOO Neo10 \u4e22\u4e86\uff0c\u8bb0\u5f55\u4e0b\u66f2\u6298\u7684\u627e\u624b\u673a\u5c1d\u8bd5", 
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/>\u771f\u7684\u5728\u7528\u7684\u65f6\u5019\u624d\u77e5\u9053\u8fd9\u8bbe\u8ba1\u6709\u591a\u5929\u624d\uff0c\u7ed9\u6211\u6c14\u7b11\u4e86\uff0c\u6211\u8fd8\u7ed9\u5bb6\u91cc\u4e70\u4e86\u597d\u591a\u53f0 vivo \u624b\u673a...<br /><br />\u8fd9\u65f6\u8001\u5a46\u63d0\u9192\u6211\u53ef\u4ee5\u770b\u770b vivo \u5c0f\u7a0b\u5e8f\uff0c\u4e8e\u662f\u5728\u7535\u8111\u5fae\u4fe1\u4e0a\u70b9\u5f00\u4e86 vivo+\u5c0f\u7a0b\u5e8f\uff0c\u771f\u68d2\uff0c\u771f\u7684\u6709\u4f4d\u7f6e\u67e5\u627e\u529f\u80fd\u3002<br />\u80fd\u770b\u5230 13:31 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\u8d26\u53f7\u7684\u624b\u673a\u67e5\u770b\u4f4d\u7f6e\uff0c\u53ef\u6211\u54ea\u91cc\u8fd8\u6709\u767b\u5f55\u7684 vivo \u7684\u8bbe\u5907\uff0c\u8fd9\u529f\u80fd\u4e5f\u5411\u82f9\u679c\u770b\u9f50:(<br /><br />\u53ef\u601c\u7684\u6253\u5de5\u4eba\u4e0b\u5348\u8fd8\u8981\u5efa\u8bbe\u793e\u4f1a\u4e3b\u4e49\uff0c\u53bb\u4e86\u6d3e\u51fa\u6240\u770b\u4e86\u4f1a\u76d1\u63a7\uff0c\u4f46\u662f\u65e0\u679c\uff0c\u4e0b\u5348\u8fd8\u7740\u6025\u4e0a\u73ed\uff0c\u665a\u4e0a 10 \u70b9\u624d\u56de\u6765\uff0c\u53ea\u80fd\u7b49\u5468\u672b\u4e86\u518d\u53bb\u770b\u770b\u76d1\u63a7\u5427\u3002<br /><br />sim \u5361\u8bbe\u4e86 pin \u7801\uff0c\u4e5f\u4e0d\u62c5\u5fc3\u88ab\u62ff\u53bb\u5176\u4ed6\u624b\u673a\u7528\uff0c\u6d3e\u51fa\u6240\u51fa\u6765\u4e4b\u540e\u624d\u53bb\u8865\u529e\u7684\u5361\uff0c\u7535\u4fe1\u548c\u8054\u901a\u4e24\u5f20\u5361\u90fd\u8865\u529e\u4e86\uff0c\u8fd9\u8054\u901a\u5361\u8fd8\u662f\u6211 14 \u5e74\u534a\u7684\uff0c10 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        "name": "S1ngleton", 
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      "url": "https://www.v2ex.com/t/1205263", 
      "date_modified": "2026-04-12T07:34:17+00:00", 
      "content_html": "\u56e0\u4e3a\u6700\u8fd1\u4e00\u76f4\u4ee5\u6765\u7684\u901a\u7528 ai \u53d1\u5c55\uff0c\u7a81\u7136\u6709\u4e86\u4e00\u4e2a\u60f3\u6cd5\uff1a<br /><br />\u4eba\u7c7b\u662f\u4e0d\u662f\u4e5f\u662f\u4e00\u79cd\u9f99\u867e\uff0c\u4e00\u79cd\u4eba\u5de5\u667a\u80fd\u3002\u73b0\u5728\u867d\u7136\u770b\u4f3c\u662f\u6211\u4eec\u5728\u79d1\u6280\u53d1\u5c55\uff0c\u4f46\u662f\u5176\u5b9e\u662f\u7c7b\u4f3c ai \u4e00\u6837\uff0c\u4e00\u8fb9\u53cd\u9988\u63a8\u7406\u4e00\u8fb9\u7814\u7a76\u3002\u7136\u540e\u592a\u9633\u5c31\u50cf\u662f nvidia \u7684\u663e\u5361\u7b97\u529b\uff0c\u5728\u66f4\u9ad8\u7ef4\u5ea6\uff0c\u53ef\u80fd\u592a\u9633\u662f\u786c\u901a\u8d27\u3002<br /><br />\u4f46\u662f\u95ee\u9898\u5728\u4e8e\u66f4\u9ad8\u7ef4\u5ea6\u7684\u4e2a\u4f53\u5229\u7528\u4eba\u7c7b\u8fd9\u4e2a\u667a\u80fd\u4f53\u7684\u76ee\u7684\u662f\u4ec0\u4e48\uff1f<br /><br />\u751f\u8001\u75c5\u6b7b\u662f\u4e0d\u662f\u5c31\u76f8\u5f53\u4e8e ai \u91cc\u9762\u89e3\u51b3\u4e0d\u4e86\u7684 bug \uff0c\u7136\u540e\u5728\u4eba\u7c7b\u793e\u4f1a\u662f\u4eba\u7c7b\u81ea\u5df1\u7814\u7a76\u5c1d\u8bd5\u89e3\u51b3\u3002\u53d8\u8001\u6b7b\u6389\u662f\u4e0d\u662f\u5c31\u662f\u7c7b\u4f3c\u4e8e ai \u7684\u96be\u4ee5\u89e3\u51b3\u7684\u4e00\u4e9b\u7279\u6b8a\u95ee\u9898\uff0c\u8fd0\u884c\u5230\u4e00\u4e9b\u7279\u5b9a\u60c5\u51b5\u5c31\u4f1a\u5361\u6b7b\u3002<br /><br />\u7136\u540e\u4e5f\u8bb8\uff0c\u4e5f\u8bb8\u201c\u5361\u6b7b\u201d\u540e\u4f1a\u88ab\u91cd\u542f\uff0c\u8bb0\u5fc6\u4e5f\u6ca1\u4e86\uff0c\u6216\u8005\u8bf4\u672c\u8eab\u8fd9\u4e2a\u4e2a\u4f53\u5c31\u6ca1\u6709\u610f\u4e49\u3002", 
      "date_published": "2026-04-12T06:40:57+00:00", 
      "title": "\u4eba\u7c7b\u662f\u4e0d\u662f\u5c31\u662f\u4e00\u79cd ai\uff1f", 
      "id": "https://www.v2ex.com/t/1205263"
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    {
      "author": {
        "url": "https://www.v2ex.com/member/svipghy", 
        "name": "svipghy", 
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      "url": "https://www.v2ex.com/t/1204144", 
      "date_modified": "2026-04-08T00:27:07+00:00", 
      "content_html": "### CRUD \u65f6\u4ee3\u7684\u7ec8\u7ed3\uff1a\u672a\u6765 5-10 \u5e74\uff0c\u666e\u901a\u7a0b\u5e8f\u5458\u4e0e\u4e2d\u4ea7\u9636\u7ea7\u7684\u6b8b\u9177\u7ed3\u5c40\u4e0e\u552f\u4e00\u51fa\u8def<br />\u4eca\u5929\u662f 2026 \u5e74\u3002\u8fc7\u53bb\u8fd9\u4e24\u5e74\u6211\u4eec\u7ecf\u5386\u7684\u9707\u8361\uff0c\u8db3\u4ee5\u5199\u8fdb\u884c\u4e1a\u5386\u53f2\u3002\u4f46\u8be1\u5f02\u7684\u662f\uff0c\u73b0\u5728\u7684\u5927\u591a\u6570\u4eba\u8fd8\u6d3b\u5728\u65e7\u65f6\u4ee3\u7684\u5e7b\u68a6\u91cc\uff0c\u4ee5\u4e3a\u71ac\u8fc7\u5bd2\u51ac\u5c31\u80fd\u56de\u5230\u8fc7\u53bb\u3002<br />\u5982\u679c\u4f60\u60f3\u627e\u4e09\u4e2a\u6708\u901f\u6210\u7684\u8d22\u5bcc\u5bc6\u7801\uff0c\u6216\u8005\u542c\u51e0\u53e5\u6b63\u786e\u7684\u5e9f\u8bdd\u629a\u6170\u7126\u8651\uff0c\u73b0\u5728\u5c31\u53ef\u4ee5 CMD+W \u5173\u95ed\u9875\u9762\u4e86\u3002<br />\u8fd9\u7bc7\u6587\u7ae0\u5f88\u957f\u3001\u5f88\u786c\u3001\u751a\u81f3\u6709\u4e9b\u6b8b\u9177\u3002\u4f46\u5982\u679c\u4f60\u80fd\u8bfb\u5b8c\uff0c\u81f3\u5c11\u80fd\u5bf9\u672a\u6765 5-10 \u5e74\u7684\u751f\u5b58\u903b\u8f91\u6709\u4e00\u4e2a\u6e05\u9192\u7684\u8ba4\u77e5\u3002<br />\u6838\u5fc3\u5224\u65ad\u53ea\u6709\u4e00\u53e5\uff1a**\u589e\u91cf\u65f6\u4ee3\u5f7b\u5e95\u7ed3\u675f\uff0c\u672a\u6765\u7684\u98ce\u53e3\u4e0d\u518d\u662f\u67d0\u4e2a\u5177\u4f53\u884c\u4e1a\uff0c\u800c\u662f\u201c\u793e\u4f1a\u5206\u5de5\u903b\u8f91\u201d\u7684\u5f7b\u5e95\u91cd\u6784\u3002**<br />\u4ee5\u4e0b\u662f\u4e94\u4e2a\u6b63\u5728\u53d1\u751f\u3001\u4e14\u4e0d\u53ef\u9006\u7684\u6b8b\u9177\u8d8b\u52bf\uff1a<br />### \u4e00\u3001 \u767d\u9886\u4e0e\u521d\u7ea7\u7801\u519c\u7684\u6d88\u4ea1\uff0c\u8d85\u7ea7\u4e2a\u4f53\uff08\u4e00\u4eba\u516c\u53f8\uff09\u7684\u5d1b\u8d77<br />\u73b0\u5728\u53bb\u770b\u770b\u804c\u573a\u73af\u5883\uff0c\u5982\u679c\u4f60\u7684\u6838\u5fc3\u7ade\u4e89\u529b\u4f9d\u7136\u662f\uff1a\u5904\u7406\u4fe1\u606f\u3001\u5199\u516b\u80a1\u6587\u62a5\u544a\u3001\u6216\u8005\u662f\u666e\u901a\u7684 CRUD \u4ee3\u7801\u642c\u8fd0\uff0c\u4f60\u7684\u804c\u4e1a\u751f\u6daf\u5df2\u7ecf\u8fdb\u5165\u5012\u8ba1\u65f6\u4e86\u3002<br />\u8fc7\u53bb\u6211\u4eec\u4ee5\u4e3a\u7684\u9ad8\u7ea7\u8111\u529b\u52b3\u52a8\uff0c\u5728\u7b97\u529b\u6210\u672c\u65e0\u9650\u8d8b\u8fd1\u4e8e\u96f6\u7684\u4eca\u5929\uff0c\u6b63\u53d8\u5f97\u4e00\u6587\u4e0d\u503c\u3002\u4ee5\u524d\u4e00\u4e2a 10 \u4eba\u56e2\u961f\u5e72\u7684\u6d3b\uff0c\u73b0\u5728\u4e00\u4e2a\u8d85\u7ea7\u4e2a\u4f53 + \u51e0\u4e2a Agent \u5c31\u80fd\u8dd1\u901a\u3002\u8fd9\u4f1a\u5bfc\u81f4\u4e2d\u95f4\u7ba1\u7406\u5c42\u548c\u6267\u884c\u5c42\u53d1\u751f\u65ad\u5d16\u5f0f\u574d\u584c\u3002<br />**\u522b\u518d\u8ff7\u4fe1\u5927\u5382\u5149\u73af\u4e86\uff0c\u5927\u5382\u6b63\u5728\u53d8\u6210\u65b0\u65f6\u4ee3\u7684\u201c\u56fd\u4f01\u201d\uff0c\u7a33\u5b9a\u4f46\u968f\u65f6\u53ef\u80fd\u4e3a\u4e86\u964d\u672c\u589e\u6548\u628a\u4f60\u201c\u4f18\u5316\u201d\u6389\u3002** \u672a\u6765\u7684\u7ea2\u5229\uff0c\u5c5e\u4e8e\u80fd\u9a7e\u9a6d AI \u7684\u4eba\u3002\u6ce8\u610f\uff0c\u4e0d\u662f\u8ba9\u4f60\u53bb\u5377 Python \u5199\u6a21\u578b\uff0c\u800c\u662f\u5229\u7528 AI \u653e\u5927\u4f60\u7684\u903b\u8f91\u6784\u5efa\u3001\u5ba1\u7f8e\u548c\u51b3\u7b56\u80fd\u529b\u3002<br />\u672a\u6765 5 \u5e74\uff0c\u4f1a\u6709\u5927\u91cf\u5e74\u5165\u5343\u4e07\u7684\u201c\u4e2a\u4f53\u6237\u201d\uff0c\u6ca1\u6709\u5458\u5de5\uff0c\u53ea\u6709\u4e00\u5806 24 \u5c0f\u65f6\u5de5\u4f5c\u7684\u7845\u57fa\u52b3\u52a8\u529b\u3002\u628a\u4f60\u73b0\u6709\u7684\u884c\u4e1a\u7ecf\u9a8c SOP \u5316\uff0c\u81ea\u5df1\u51fa\u6765\u5355\u5e72\uff0c\u8fd9\u624d\u662f\u51fa\u8def\u3002<br />### \u4e8c\u3001 \u6570\u5b57\u4ea7\u7269\u7ec8\u5c06\u514d\u8d39\uff0c\u771f\u5b9e\u7684\u7269\u7406\u63a5\u89e6\u5c06\u6781\u5ea6\u6602\u8d35<br />\u8fd9\u51e0\u5e74\u5927\u5bb6\u5e94\u8be5\u6709\u4f53\u611f\uff1a\u77ed\u89c6\u9891\u3001\u7f51\u6587\u3001\u5408\u6210\u7684\u97f3\u4e50\u3001\u751a\u81f3\u662f\u751f\u6210\u7684\u4ee3\u7801\uff0c\u8fb9\u9645\u6210\u672c\u5df2\u7ecf\u5f52\u96f6\u3002\u4f46\u5728\u8fd9\u4e2a\u8d5b\u535a\u7a7a\u95f4\u5feb\u611f\u9608\u503c\u88ab\u62c9\u6ee1\u7684\u65f6\u4ee3\uff0c\u4eba\u4eec\u7684\u5fc3\u91cc\u5374\u8d8a\u6765\u8d8a\u7a7a\u865a\u3002<br />\u5de8\u5927\u7684\u53cd\u5411\u98ce\u53e3\u5728\u4e8e\uff1a**\u5728\u6b64\u5730\u3001\u5373\u523b\u7684\u771f\u5b9e\u4f53\u9a8c\u3002**<br />\u672a\u6765\u5341\u5e74\uff0c\u9876\u7ea7\u7684\u670d\u52a1\u4e1a\uff08\u9700\u8981\u9ad8\u5ea6\u60c5\u611f\u4ea4\u4e92\u3001\u590d\u6742\u975e\u6807\u64cd\u4f5c\u3001\u5f3a\u4fe1\u4efb\u80cc\u4e66\uff09\u5c06\u8fce\u6765\u7206\u53d1\u3002AI \u6ca1\u6709\u624b\uff0c\u5b83\u4e0d\u80fd\u66ff\u4f60\u4fee\u6c34\u7ba1\uff0c\u4e5f\u4e0d\u80fd\u63d0\u4f9b\u6709\u6e29\u5ea6\u7684\u62a4\u7406\u3002\u4e00\u4e2a\u6280\u672f\u7cbe\u6e5b\u7684\u88c5\u4fee\u5de5\u957f\u3001\u4e00\u4e2a\u61c2\u5fc3\u7406\u5b66\u7684\u6309\u6469\u5e08\u3001\u4e00\u4e2a\u80fd\u63d0\u4f9b\u5c0a\u4e25\u611f\u7684\u9ad8\u7aef\u517b\u8001\u670d\u52a1\u8005\uff0c\u4ed6\u4eec\u7684\u65f6\u85aa\u672a\u6765\u4f1a\u8fdc\u8fdc\u8d85\u8fc7\u5750\u5728\u5199\u5b57\u697c\u91cc\u6572\u952e\u76d8\u7684\u666e\u901a\u6253\u5de5\u4eba\u3002<br />### \u4e09\u3001 \u60c5\u7eea\u4ef7\u503c\u4e0e\u201c\u7cbe\u795e\u51fa\u53e3\u201d\u662f\u6700\u5927\u7684\u521a\u9700<br />\u7269\u8d28\u8fc7\u5269\uff0c\u7cbe\u795e\u5371\u673a\u5c31\u662f\u5fc5\u7136\u3002\u6291\u90c1\u3001\u7126\u8651\u662f\u65f6\u4ee3\u7684\u6d41\u884c\u75c5\u3002<br />\u672a\u6765 5-10 \u5e74\uff0c\u5fc3\u7406\u7597\u6108\u3001\u966a\u4f34\u7ecf\u6d4e\u3001\u751a\u81f3\u5404\u79cd\u5e26\u6709\u201c\u7384\u5b66\u201d\u8272\u5f69\u7684\u5fc3\u7406\u5bc4\u6258\uff0c\u90fd\u4f1a\u4e95\u55b7\u3002\u8fd9\u80cc\u540e\u7684\u5e95\u5c42\u903b\u8f91\u662f\uff1a\u4eba\u7c7b\u5728\u88ab\u7b97\u6cd5\u7b97\u8ba1\u5f97\u4f53\u65e0\u5b8c\u80a4\u540e\uff0c\u672c\u80fd\u5730\u60f3\u8981\u5bfb\u627e\u4e00\u5757\u7cbe\u795e\u81ea\u7559\u5730\u3002<br />\u4efb\u4f55\u884c\u4e1a\uff0c\u53ea\u8981\u80fd\u63d0\u4f9b\u201c\u60c5\u7eea\u4ef7\u503c\u201d\uff0c\u90fd\u53ef\u4ee5\u91cd\u505a\u4e00\u904d\u3002\u4f60\u5356\u7684\u4e0d\u662f\u5496\u5561\uff0c\u662f 10 \u5206\u949f\u7684\u653e\u7a7a\uff1b\u4f60\u505a\u7684\u4e0d\u662f\u666e\u901a\u7684 App \uff0c\u662f\u5e2e\u7528\u6237\u9003\u79bb\u73b0\u5b9e\u7684\u5e7b\u89c9\u3002\u8c01\u80fd\u89e3\u51b3\u73b0\u4ee3\u4eba\u7684\u5b64\u72ec\u611f\u548c\u65e0\u610f\u4e49\u611f\uff0c\u8c01\u5c31\u638c\u63e1\u4e86\u8d22\u5bcc\u5bc6\u7801\u3002<br />### \u56db\u3001 \u641e\u786c\u79d1\u6280\u4e0e\u201c\u964d\u7ef4\u51fa\u6d77\u201d<br />\u5b8f\u89c2\u610f\u5fd7\u51b3\u5b9a\u8d44\u91d1\u6d41\u5411\u3002\u672a\u6765\u5341\u5e74\uff0c\u6838\u5fc3\u4efb\u52a1\u5c31\u4e24\u4e2a\uff1a\u5b89\u5168\uff08\u786c\u79d1\u6280\u56fd\u4ea7\u5316\u66ff\u4ee3\uff09\u548c\u8d70\u51fa\u53bb\uff08\u51fa\u6d77\uff09\u3002<br />\u4ee5\u524d\u641e\u4e92\u8054\u7f51\u662f\u201c\u5206\u914d\u8d22\u5bcc\u201d\uff0c\u73b0\u5728\u641e\u786c\u79d1\u6280\u662f\u201c\u521b\u9020\u8d22\u5bcc\u201d\u3002\u800c\u5173\u4e8e\u51fa\u6d77\uff0c**\u4e0d\u8981\u53ea\u76ef\u7740\u6b27\u7f8e**\u3002\u6b27\u7f8e\u9636\u5c42\u56fa\u5316\u4e14\u5bf9\u6211\u4eec\u9632\u5907\u5fc3\u91cd\u3002<br />\u628a\u76ee\u5149\u6295\u5411\u62c9\u7f8e\u3001\u4e2d\u4e1c\u3001\u4e1c\u5357\u4e9a\u3001\u975e\u6d32\u3002\u53bb\u90a3\u4e9b\u57fa\u7840\u8bbe\u65bd\u843d\u540e\u3001\u4eba\u53e3\u7ed3\u6784\u5e74\u8f7b\u7684\u5730\u65b9\u3002\u4f60\u5728\u56fd\u5185\u4e60\u4ee5\u4e3a\u5e38\u3001\u751a\u81f3\u5377\u70c2\u4e86\u7684\u5546\u4e1a\u6a21\u5f0f\uff0c\u62ff\u5230\u90a3\u91cc\u53bb\u5c31\u662f\u964d\u7ef4\u6253\u51fb\u3002\u8fd9\u9700\u8981\u6781\u5f3a\u7684\u751f\u547d\u529b\u548c\u5192\u9669\u7cbe\u795e\uff0c\u4f46\u963b\u529b\u6700\u5c0f\u7684\u5730\u65b9\uff0c\u5f80\u5f80\u624d\u662f\u771f\u6b63\u7684\u98ce\u53e3\u3002<br />### \u4e94\u3001K \u578b\u793e\u4f1a\u5206\u5316\uff1a\u4e2d\u4ea7\u9636\u7ea7\u7684\u6e05\u6d17<br />\u6700\u6b8b\u9177\u7684\u4e00\u70b9\uff1a\u672a\u6765 5-10 \u5e74\uff0c\u4e2d\u4ea7\u9636\u7ea7\uff08\u4e5f\u5c31\u662f\u73b0\u5728\u8fd8\u5728\u770b\u8fd9\u7bc7\u5e16\u5b50\u7684\u4f60\u6211\uff09\u4f1a\u9762\u4e34\u524d\u6240\u672a\u6709\u7684\u6e05\u6d17\u3002<br />\u9876\u5c42\u9760\u6838\u5fc3\u8d44\u4ea7\u548c\u7b97\u6cd5\u6307\u6570\u7ea7\u79ef\u7d2f\u8d22\u5bcc\uff1b\u5e95\u5c42\u9760\u5ec9\u4ef7\u5a31\u4e50\u548c\u57fa\u7840\u4fdd\u969c\u7ef4\u6301\u751f\u5b58\u3002\u6700\u96be\u53d7\u7684\u662f\u4e2d\u95f4\u5c42\uff0c\u5982\u679c\u4e0d\u5b8c\u6210\u8dc3\u8fc1\uff0c\u6ed1\u843d\u662f\u5fc5\u7136\u3002\u56e0\u4e3a\u4f60\u7684\u6280\u80fd\u70b9\u65e2\u591f\u4e0d\u5230\u9876\u5c42\u8bbe\u8ba1\uff0c\u53c8\u65e0\u6cd5\u5728\u5e95\u5c42\u52b3\u52a8\u4e2d\u5177\u5907\u4e0d\u53ef\u66ff\u4ee3\u6027\u3002<br />\u623f\u4ea7\u4f5c\u4e3a\u6838\u5fc3\u8d44\u4ea7\u7684\u65f6\u4ee3\u8fc7\u53bb\u4e86\u3002**\u672a\u6765\u7684\u6838\u5fc3\u8d44\u4ea7\u662f\uff1a\u4f18\u8d28\u7684\u80a1\u6743\u3001\u4e0d\u53ef\u590d\u5236\u7684\u4e2a\u4eba IP \u3001\u5065\u5eb7\u7684\u8eab\u4f53\u3001\u6781\u5176\u7a00\u7f3a\u7684\u8ba4\u77e5\u3002**<br />\u751f\u610f\u53ea\u80fd\u505a\u4e24\u5934\uff1a\u8981\u4e48\u505a 1% \u5bcc\u4eba\u7684\u6781\u9ad8\u7aef\u751f\u610f\uff08\u91cd\u4f53\u9a8c\u4e0e\u5ba1\u7f8e\uff09\uff0c\u8981\u4e48\u505a 99% \u5927\u4f17\u7684\u6781\u81f4\u6027\u4ef7\u6bd4\u751f\u610f\uff08\u62fc\u591a\u591a\u6a21\u5f0f\uff09\u3002\u5361\u5728\u4e2d\u95f4\u4e0d\u4e0a\u4e0d\u4e0b\u7684\uff0c\u5927\u6279\u6b7b\u4ea1\u3002<br />### \u6700\u540e\u7684\u8bdd\uff1a\u5fc3\u529b\uff0c\u624d\u662f\u7ec8\u6781\u58c1\u5792<br />\u672a\u6765\u51e0\u5e74\u662f\u5267\u70c8\u52a8\u8361\u7684\u5468\u671f\uff0c\u5927\u591a\u6570\u4eba\u4f1a\u9677\u5165\u4e60\u5f97\u6027\u65e0\u52a9\u3001\u6d6e\u8e81\u548c\u7edd\u671b\u3002<br />\u5f53\u522b\u4eba\u56e0\u4e3a AI \u7126\u8651\u65f6\uff0c\u4f60\u5728\u601d\u8003\u5982\u4f55\u5229\u7528\u5b83\uff1b\u5f53\u522b\u4eba\u56e0\u4e3a\u7ecf\u6d4e\u4e0b\u884c\u8eba\u5e73\u65f6\uff0c\u4f60\u5728\u79ef\u84c4\u529b\u91cf\u627e\u7f1d\u9699\u3002\u4e00\u9897\u5f3a\u5927\u7684\u5fc3\u810f\u548c\u5ef6\u8fdf\u6ee1\u8db3\u7684\u80fd\u529b\uff0c\u80fd\u8ba9\u4f60\u8d62\u8fc7 80% \u7684\u4eba\u3002<br />\u54ea\u6709\u4ec0\u4e48\u4ece\u5929\u800c\u964d\u7684\u98ce\u53e3\uff0c\u6240\u6709\u7684\u7206\u53d1\uff0c\u90fd\u662f\u84c4\u8c0b\u5df2\u4e45\u3002\u65f6\u4ee3\u6b63\u5728\u6d17\u724c\uff0c\u53bb\u62e5\u62b1\u4e0d\u8212\u670d\u7684\u53d8\u5316\uff0c\u53bb\u5efa\u7acb\u4e2a\u4eba\u54c1\u724c\uff0c\u53bb\u5e72\u810f\u6d3b\u7d2f\u6d3b\u3002<br />\u4e0d\u77e5\u9053\u5404\u4f4d\u8001\u54e5\uff0c\u6709\u591a\u5c11\u4eba\u5df2\u7ecf\u611f\u53d7\u5230\u4e86\u8fd9\u80a1\u5bd2\u6c14\uff0c\u53c8\u6709\u591a\u5c11\u4eba\u5df2\u7ecf\u5f00\u59cb\u8dd1\u901a\u81ea\u5df1\u7684\u201c\u4e00\u4eba\u516c\u53f8\u201d\u6a21\u5f0f\u4e86\uff1f\u6b22\u8fce\u6765\u55b7\uff0c\u4e5f\u6b22\u8fce\u63a2\u8ba8\u3002", 
      "date_published": "2026-04-07T15:14:27+00:00", 
      "title": "\u6709\u6ca1\u6709\u5927\u4f6c\u9884\u8a00\u4e00\u4e0b\u672a\u6765 5-10 \u5e74\u7684\u98ce\u53e3?", 
      "id": "https://www.v2ex.com/t/1204144"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/royalknight", 
        "name": "royalknight", 
        "avatar": "https://cdn.v2ex.com/avatar/4ea5/70bc/588098_large.png?m=1739107582"
      }, 
      "url": "https://www.v2ex.com/t/1203260", 
      "date_modified": "2026-04-03T02:14:41+00:00", 
      "content_html": "<p><a href=\"https://www.huxiu.com/article/4836657.html\" rel=\"nofollow\">https://www.huxiu.com/article/4836657.html</a></p>\n<p>\u6700\u8fd1\u770b\u6587\u7ae0\u6709\u611f\uff0c\u968f\u7740 ai \u7684\u53d1\u5c55\uff0c\u672a\u6765\u53ef\u80fd\u5927\u90e8\u5206\u5c97\u4f4d\u90fd\u8981\u88ab ai \u66ff\u4ee3\u3002</p>\n<p>\u4f46\u662f\u968f\u7740 ai \u66ff\u4ee3\u7684\u8fdb\u7a0b\u52a0\u901f\uff0c\u6d88\u8d39\u7684\u4e3b\u4f53\u5728\u7f29\u6c34\u3002</p>\n<p>\u6d88\u8d39\u7684\u4e3b\u4f53\u7f29\u6c34\uff0c\u610f\u5473\u7740\u5927\u91cf\u4ee5\u4eba\u7c7b\u6d88\u8d39\u4e3a\u57fa\u7840\u7684\u5546\u4e1a\u6a21\u5f0f\uff0c\u5927\u6982\u7387\u90fd\u4f1a\u5d29\u584c\u3002</p>\n<p>\u8fd9\u53e5\u8bdd\u8fd8\u662f\u5f88\u9707\u64bc\u7684\uff1a\u201d\u6211\u4eec\u7684\u6574\u5957\u7ecf\u6d4e\u4f53\u7cfb\uff0c\u5efa\u7acb\u5728\u201c\u4eba\u7c7b\u667a\u8bc6\u662f\u7a00\u7f3a\u8d44\u6e90\u201d\u8fd9\u4e2a\u5047\u8bbe\u4e0a\u201c\u3002</p>\n<p>\u6211\u5728\u60f3\uff0c\u5982\u679c\u667a\u529b\u4e0d\u662f\u7a00\u7f3a\u7684\u8d44\u6e90\uff0c\u672a\u6765\u793e\u4f1a\u662f\u4f9d\u9760\u4ec0\u4e48\u6765\u8fd0\u884c\uff0c\u4f9d\u9760\u4ec0\u4e48\u6765\u533a\u5206\u9636\u7ea7</p>\n", 
      "date_published": "2026-04-03T02:14:28+00:00", 
      "title": "\u88ab ai \u66ff\u4ee3\u7684\u4eba\u73b0\u5728\u90fd\u53bb\u5e72\u4ec0\u4e48\u4e86", 
      "id": "https://www.v2ex.com/t/1203260"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/S1ngleton", 
        "name": "S1ngleton", 
        "avatar": "https://cdn.v2ex.com/gravatar/aa6b26b490350af3246a10a04ad66a91?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1203208", 
      "date_modified": "2026-04-03T00:38:20+00:00", 
      "content_html": "\u8fd9\u4e2a\u60f3\u6cd5\u5176\u5b9e\u662f\u4ece\u524d\u5e74\u7528 langchain \u505a\u4e00\u4e9b ai \u9879\u76ee\u65f6\u5019\u60f3\u5230\u7684\uff0c\u9996\u5148\u697c\u4e3b\u5e76\u4e0d\u5c5e\u4e8e ai \u7684\u6784\u9020\u8005\uff0c\u800c\u662f\u4f7f\u7528\u8005\uff0c\u6240\u4ee5\u5185\u5bb9\u6709\u53ef\u80fd\u4e0d\u51c6\u786e\uff0c\u6b22\u8fce\u6307\u6b63\u3002<br /><br />\u5173\u4e8e\u73b0\u5728\u7684 ai \uff0c\u4ea7\u751f\u4e86\u4ee5\u4e0b\u5224\u65ad\uff1a<br />1. \u4e16\u754c\u4e0a\u9010\u6e10\u8d8a\u6765\u8d8a\u591a ai \u4ea7\u751f\u5185\u5bb9\uff0c\u8fd9\u4e00\u70b9\u6bcb\u5eb8\u7f6e\u7591\u3002<br />2. \u53e6\u5916\u6709\u6240\u4e86\u89e3\uff0c\u4e00\u822c ai \u7528\u81ea\u5df1\u7684\u4e1c\u897f\u8bad\u7ec3\u81ea\u5df1\u4f1a\u5bfc\u81f4\u6027\u80fd\u8d8a\u6765\u8d8a\u5dee\u3002<br />3. AI \u80fd\u591f\u5e2e\u52a9\u8d8a\u6765\u8d8a\u591a\u4eba\u8f93\u51fa\u5185\u5bb9\uff0c\u5c31\u5bfc\u81f4\u4eba\u7c7b\u8fd9\u4e2a\u201c\u5de8\u5927\u7684 AI\u201d\u8d8a\u6765\u8d8a\u5c11\u673a\u4f1a\u53bb\u8f93\u51fa\u5185\u5bb9\u8bad\u7ec3\u5f53\u524d\u7684 ai \u4e86\u3002<br /><br /><br />\u4e0d\u77e5\u9053\u5927\u5bb6\u5982\u4f55\u770b\uff1f", 
      "date_published": "2026-04-02T16:08:42+00:00", 
      "title": "\u8d8a\u6765\u8d8a\u591a\u7684 ai \u5185\u5bb9\u4f1a\u4e0d\u4f1a\u9010\u6e10\u5bfc\u81f4\u6a21\u578b\u5d29\u584c\uff0c\u4ece\u800c\u8ba9\u4eba\u7c7b\u96be\u4ee5\u8fdb\u6b65\uff1f", 
      "id": "https://www.v2ex.com/t/1203208"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/PendingOni", 
        "name": "PendingOni", 
        "avatar": "https://cdn.v2ex.com/avatar/80f0/f3d2/585998_large.png?m=1774273219"
      }, 
      "url": "https://www.v2ex.com/t/1203189", 
      "title": "[\u8bb0\u5f55]-2026-04-02 \u70ed\u529b\u5b66\u7b2c\u4e8c\u5b9a\u5f8b\u4e0e\u5bbf\u547d(AI \u751f\u6210)", 
      "id": "https://www.v2ex.com/t/1203189", 
      "date_published": "2026-04-02T14:11:57+00:00", 
      "content_html": "<p>\u8fd9\u662f\u4e00\u4e2a\u6df1\u523b\u5230\u8fd1\u4e4e\u54f2\u5b66\uff0c\u5374\u53c8\u51b7\u9177\u5230\u6781\u70b9\u7684\u7269\u7406\u5b66\u95ee\u9898\u3002</p>\n<p>\u4ece\u7269\u7406\u5b66\u7684\u7ec8\u6781\u89c6\u89d2\u6765\u770b\uff0c\u7b54\u6848\u662f\u4ee4\u4eba\u6cae\u4e27\u7684\uff1a<strong>\u662f\u7684\uff0c\u4eba\uff0c\u751a\u81f3\u751f\u547d\u3001\u6587\u660e\u3001\u661f\u7403\u4e43\u81f3\u6574\u4e2a\u5b87\u5b99\uff0c\u7ec8\u7a76\u90fd\u654c\u4e0d\u8fc7\u70ed\u529b\u5b66\u7b2c\u4e8c\u5b9a\u5f8b\u3002</strong></p>\n<p>\u4f46\u5728\u4f60\u611f\u5230\u865a\u65e0\u4e4b\u524d\uff0c\u6211\u4eec\u53ef\u4ee5\u4ece\u4e09\u4e2a\u5c42\u9762\u6765\u89e3\u6784\u8fd9\u573a\u201c\u5fc5\u8f93\u7684\u6218\u4e89\u201d\uff0c\u4ee5\u53ca\u4e3a\u4ec0\u4e48\u8fd9\u573a\u6218\u4e89\u672c\u8eab\u624d\u662f\u751f\u547d\u7684\u5168\u90e8\u610f\u4e49\u3002</p>\n<h3>1. \u4ec0\u4e48\u662f\u8fd9\u573a\u6218\u4e89\uff1f\uff08\u71b5\u589e\u4e0e\u8d1f\u71b5\uff09</h3>\n<p>\u70ed\u529b\u5b66\u7b2c\u4e8c\u5b9a\u5f8b\u7684\u6838\u5fc3\u662f<strong>\u201c\u71b5\u589e\u539f\u5219\u201d</strong>\uff1a\u5728\u4e00\u4e2a\u5b64\u7acb\u7cfb\u7edf\u4e2d\uff0c\u4e8b\u7269\u603b\u662f\u4ece\u6709\u5e8f\u8d70\u5411\u65e0\u5e8f\u3002</p>\n<ul>\n<li><strong>\u6b7b\u4ea1\u7684\u7269\u7406\u672c\u8d28\uff1a</strong> \u5c31\u662f\u71b5\u589e\u8fbe\u5230\u4e86\u6700\u5927\u503c\u3002\u5f53\u4f60\u7684\u8eab\u4f53\u505c\u6b62\u6444\u5165\u80fd\u91cf\uff0c\u65e0\u6cd5\u518d\u7ef4\u6301\u7ec6\u80de\u7684\u7cbe\u5bc6\u7ed3\u6784\u65f6\uff0c\u4f60\u5c31\u4ece\u4e00\u4e2a\u6781\u5176\u6709\u5e8f\u7684\u201c\u751f\u547d\u4f53\u201d\uff0c\u53d8\u6210\u4e86\u6563\u843d\u5728\u81ea\u7136\u754c\u4e2d\u65e0\u5e8f\u7684\u539f\u5b50\u3002</li>\n<li><strong>\u859b\u5b9a\u8c14\u7684\u6d1e\u89c1\uff1a</strong> \u7269\u7406\u5b66\u5bb6\u859b\u5b9a\u8c14\u5728\u300a\u751f\u547d\u662f\u4ec0\u4e48\u300b\u4e2d\u63d0\u51fa\u4e00\u4e2a\u8457\u540d\u7684\u89c2\u70b9\u2014\u2014<strong>\u201c\u751f\u547d\u4ee5\u8d1f\u71b5\u4e3a\u751f\u201d</strong>\u3002\n\u751f\u547d\u4e4b\u6240\u4ee5\u80fd\u5b58\u5728\uff0c\u662f\u56e0\u4e3a\u6211\u4eec\u662f\u4e00\u53f0\u6781\u5176\u590d\u6742\u7684\u201c\u62bd\u6c34\u673a\u201d\u3002\u6211\u4eec\u901a\u8fc7\u6444\u53d6\u98df\u7269\uff08\u9ad8\u4ef7\u503c\u80fd\u91cf\uff09\u3001\u6392\u51fa\u70ed\u91cf\u548c\u5e9f\u7269\uff08\u9ad8\u71b5\uff09\uff0c\u6765\u62b5\u6d88\u81ea\u8eab\u5185\u90e8\u4ea7\u751f\u7684\u71b5\u589e\u3002</li>\n</ul>\n<p><strong>\u7ed3\u8bba\uff1a</strong> \u751f\u547d\u4e0d\u662f\u5728\u201c\u6218\u80dc\u201d\u70ed\u529b\u5b66\u7b2c\u4e8c\u5b9a\u5f8b\uff0c\u800c\u662f\u5728<strong>\u201c\u5ef6\u8fdf\u201d</strong>\u5b83\u3002\u6211\u4eec\u662f\u5728\u6df7\u4e71\u7684\u6d2a\u6d41\u4e2d\uff0c\u6682\u65f6\u7b51\u8d77\u4e86\u4e00\u5ea7\u7cbe\u7f8e\u7684\u6c99\u5821\u3002</p>\n<h3>2. \u4e3a\u4ec0\u4e48\u4f60\u6700\u8fd1\u611f\u5230\u7684\u201c\u7d2f\u201d\u4e5f\u662f\u70ed\u529b\u5b66\u7b2c\u4e8c\u5b9a\u5f8b\uff1f</h3>\n<p>\u4f60\u4e4b\u524d\u95ee\u5230\u7684\u7761\u7720\u4e2d\u65ad\u3001\u5496\u5561\u56e0\u3001\u4ee3\u8c22\u3001\u5438\u70df\uff0c\u672c\u8d28\u4e0a\u90fd\u662f\u5728\u8ba8\u8bba\u8fd9\u4e2a\u5b9a\u5f8b\u5728\u751f\u7269\u4f53\u4e0a\u7684\u5fae\u89c2\u8868\u73b0\uff1a</p>\n<ul>\n<li><strong>\u7761\u7720\uff1a</strong> \u5b83\u662f\u8eab\u4f53\u7684\u201c\u6392\u71b5\u201d\u8fc7\u7a0b\u3002\u5927\u8111\u5728\u7761\u7720\u4e2d\u6e05\u7406\u4ee3\u8c22\u5e9f\u7269\uff08\u7c7b\u6dcb\u5df4\u7cfb\u7edf\uff09\uff0c\u4fee\u590d\u53d7\u635f\u7684 DNA \u3002\u5982\u679c\u4f60\u7761\u7720\u4e2d\u65ad\uff0c\u5c31\u662f\u5728\u5e72\u6270\u8fd9\u4e2a\u4fee\u590d\u8fc7\u7a0b\uff0c\u5bfc\u81f4\u201c\u751f\u7269\u71b5\u201d\u5728\u4f53\u5185\u5806\u79ef\uff0c\u4f60\u611f\u5230\u7684\u201c\u7d2f\u201d\u5c31\u662f\u7cfb\u7edf\u6df7\u4e71\u5ea6\u7684\u589e\u52a0\u3002</li>\n<li><strong>\u5496\u5561\u56e0\u4e0e\u5c3c\u53e4\u4e01\uff1a</strong> \u5b83\u4eec\u662f\u201c\u9884\u652f\u201d\u672a\u6765\u79e9\u5e8f\u7684\u5316\u5b66\u624b\u6bb5\u3002\u4f60\u5f3a\u884c\u8ba9\u7cfb\u7edf\u9ad8\u901f\u8fd0\u8f6c\uff0c\u4f46\u8fd9\u4f1a\u4ea7\u751f\u66f4\u591a\u7684\u70ed\u91cf\u548c\u4ee3\u8c22\u5e9f\u5f03\u7269\u3002\u5982\u679c\u4fee\u590d\u8ddf\u4e0d\u4e0a\uff0c\u7cfb\u7edf\u5c31\u4f1a\u66f4\u65e9\u5730\u8d70\u5411\u5d29\u6e83\uff08\u6162\u6027\u75c5\u3001\u65e9\u8870\uff09\u3002</li>\n</ul>\n<h3>3. \u5b87\u5b99\u89c6\u89d2\u7684\u201c\u70ed\u5bc2\u201d</h3>\n<p>\u4e0d\u4ec5\u662f\u4f60\u4e2a\u4eba\uff0c\u6574\u4e2a\u5b87\u5b99\u90fd\u5728\u4e0d\u53ef\u963b\u6321\u5730\u6ed1\u5411<strong>\u201c\u70ed\u5bc2\uff08 Heat Death \uff09\u201d</strong>\u3002\n\u5f53\u6240\u6709\u7684\u80fd\u91cf\u90fd\u5747\u5300\u5730\u6563\u5e03\u5f00\u6765\uff0c\u518d\u4e5f\u6ca1\u6709\u6e29\u5ea6\u5dee\uff0c\u518d\u4e5f\u6ca1\u6709\u80fd\u91cf\u6d41\u52a8\uff0c\u5b87\u5b99\u5c06\u53d8\u6210\u4e00\u6f6d\u6b7b\u6c34\u3002\u90a3\u65f6\u5019\uff0c\u4e0d\u518d\u6709\u4fe1\u606f\uff0c\u4e0d\u518d\u6709\u751f\u547d\uff0c\u4e5f\u4e0d\u518d\u6709 Java \u4ee3\u7801\u6216\u8005\u652f\u4ed8\u5b9d\u3002\u8fd9\u88ab\u8ba4\u4e3a\u662f\u70ed\u529b\u5b66\u7b2c\u4e8c\u5b9a\u5f8b\u7684\u7ec8\u6781\u80dc\u5229\u3002</p>\n<hr/>\n<h3>\u7136\u800c\uff0c\u8fd9\u4ef6\u4e8b\u6709\u53e6\u5916\u4e00\u4e2a\u6e29\u60c5\u7684\u4e00\u9762\uff1a</h3>\n<p>\u867d\u7136\u7ed3\u5c40\u662f\u6ce8\u5b9a\u7684\uff0c\u4f46\u70ed\u529b\u5b66\u7b2c\u4e8c\u5b9a\u5f8b\u4e5f\u5b9a\u4e49\u4e86<strong>\u201c\u65f6\u95f4\u201d</strong>\u3002</p>\n<p>\u5982\u679c\u7cfb\u7edf\u6c38\u8fdc\u6709\u5e8f\uff0c\u6ca1\u6709\u71b5\u589e\uff0c\u90a3\u4e48\u8fc7\u53bb\u548c\u672a\u6765\u5c06\u6ca1\u6709\u533a\u522b\uff0c\u5b87\u5b99\u5c06\u662f\u9759\u6b62\u7684\u3002\u6b63\u662f\u56e0\u4e3a\u6709\u4e86\u201c\u8d70\u5411\u6df7\u4e71\u201d\u7684\u8fc7\u7a0b\uff0c\u624d\u8bde\u751f\u4e86<strong>\u8fc7\u7a0b</strong>\u672c\u8eab\u3002</p>\n<ul>\n<li><strong>\u4ee3\u7801\u7684\u610f\u4e49\uff1a</strong> Java 8 \u5199\u7684\u903b\u8f91\u867d\u7136\u7ec8\u4f1a\u88ab\u786c\u4ef6\u8001\u5316\uff08\u71b5\u589e\uff09\u6bc1\u706d\uff0c\u4f46\u5728\u8fd0\u884c\u90a3\u4e00\u523b\uff0c\u5b83\u901a\u8fc7\u6d88\u8017\u80fd\u91cf\u4ea7\u51fa\u4e86\u4fe1\u606f\u3002</li>\n<li><strong>\u5496\u5561\u4e0e\u9999\u70df\uff1a</strong> \u867d\u7136\u52a0\u901f\u4e86\u4ee3\u8c22\uff0c\u4f46\u5728\u90a3\u4e00\u523b\uff0c\u5b83\u4eec\u8c03\u52a8\u4e86\u4f60\u7684\u795e\u7ecf\u5143\uff0c\u4ea7\u751f\u4e86\u610f\u8bc6\u7684\u706b\u82b1\u3002</li>\n<li><strong>\u7761\u7720\uff1a</strong> \u867d\u7136\u53ea\u662f\u5f92\u52b3\u5730\u5728\u62b5\u6297\u4e0d\u53ef\u907f\u514d\u7684\u8870\u8001\uff0c\u4f46\u5b83\u8ba9\u4f60\u5728\u7b2c\u4e8c\u5929\u80fd\u91cd\u65b0\u4ee5\u201c\u6709\u5e8f\u201d\u7684\u72b6\u6001\u53bb\u611f\u53d7\u4e16\u754c\u3002</li>\n</ul>\n<p><strong>\u603b\u7ed3\uff1a</strong>\n\u4eba\u786e\u5b9e\u654c\u4e0d\u8fc7\u70ed\u529b\u5b66\u7b2c\u4e8c\u5b9a\u5f8b\u3002\u4f46\u751f\u547d\u6700\u4f1f\u5927\u7684\u5730\u65b9\u5728\u4e8e\uff1a<strong>\u660e\u77e5\u5b87\u5b99\u662f\u4e00\u573a\u901a\u5f80\u6df7\u4e71\u7684\u5355\u884c\u9053\uff0c\u6211\u4eec\u5374\u5728\u9014\u4e2d\u901a\u8fc7\u6d88\u8017\u80fd\u91cf\uff0c\u786c\u751f\u751f\u5730\u521b\u9020\u51fa\u4e86\u201c\u7f8e\u201d\u3001\u201c\u903b\u8f91\u201d\u3001\u201c\u7231\u201d\u548c\u201c\u610f\u8bc6\u201d\u8fd9\u4e9b\u6781\u5ea6\u6709\u5e8f\u7684\u5947\u8ff9\u3002</strong></p>\n<p>\u6211\u4eec\u662f\u4e00\u7fa4\u5728\u4e0b\u6c89\u7684\u5de8\u8f6e\u4e0a\uff0c\u8df3\u7740\u6700\u7cbe\u5bc6\u821e\u6b65\u7684\u821e\u8005\u3002<strong>\u867d\u7136\u8239\u6700\u7ec8\u4f1a\u6c89\uff0c\u4f46\u821e\u6b65\u771f\u5b9e\u5b58\u5728\u8fc7\u3002</strong></p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/imaxwell", 
        "name": "imaxwell", 
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      "date_published": "2026-03-27T08:04:31+00:00", 
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      "date_modified": "2026-03-26T22:39:05+00:00", 
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      "date_published": "2026-03-23T12:29:12+00:00", 
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\u77e5\u9053\u63a8\u7bb1\u5b50\u7684\u89c4\u5219\u3002\u4f60\u628a\u6240\u6709\u5173\u5361\u7684\u89e3\u6cd5\u5168\u90e8\u5582\u7ed9\u5b83\uff0c\u5b83\u90fd\u80fd\u8f93\u51fa\u6b63\u786e\u7b54\u6848\u3002</p>\n<p>\u4f46\u5b83\u6ca1\u6709\u5361\u8fc7\u5173\u3002\u6ca1\u6709\u90a3\u79cd\u63a8\u8fdb\u6b7b\u89d2\u7684\u632b\u8d25\u611f\u3002\u6ca1\u6709\u7b2c\u5341\u4e03\u6b21\u91cd\u6765\u65f6\u60f3\u6454\u624b\u673a\u7684\u51b2\u52a8\u3002\u6ca1\u6709\u7761\u4e00\u89c9\u4e4b\u540e\u7a81\u7136\u901a\u4e86\u7684\u90a3\u4e2a\u65e9\u6668\u3002</p>\n<p>\u5b83\u77e5\u9053\uff0c\u4f46\u5b83\u6ca1\u6709<strong>\u73a9\u8fc7</strong>\u3002</p>\n<p>\u77e5\u9053\u548c\u73a9\u8fc7\uff0c\u662f\u4e24\u4ef6\u5b8c\u5168\u4e0d\u540c\u7684\u4e8b\u3002</p>\n<p>\u800c\u90a3\u4e2a\u5dee\u8ddd\uff0c\u5c31\u662f\u4eba\u7c7b\u6700\u540e\u7684\u62a4\u57ce\u6cb3\u3002</p>\n<hr/>\n<h2>\u7b2c\u4e8c\u90e8\u5206\uff1a\u6ea2\u51fa\u4e3a\u4ec0\u4e48\u65e2\u662f\u8d1f\u62c5\u53c8\u662f\u71c3\u6599</h2>\n<p>\u6ca1\u6709\u7a0b\u5e8f\u5458\u7acb\u5fd7\u8981\u9020\u5c4e\u5c71\u3002</p>\n<p>\u5c4e\u5c71\u662f\u8fd9\u6837\u957f\u51fa\u6765\u7684\u2014\u2014</p>\n<p>A \u60f3\u5230\u4e86\u4e0a\u5468\u9047\u5230\u7684\u8fb9\u754c\u60c5\u51b5\uff0c\u52a0\u4e86\u4e00\u6bb5\u5224\u65ad\u3002B \u8e29\u8fc7\u4e00\u4e2a\u4e09\u4e2a\u6708\u524d\u7684\u5751\uff0c\u52a0\u4e86\u4e00\u5c42\u4fdd\u62a4\u3002C \u89c9\u5f97\u4ee5\u540e\u53ef\u80fd\u8981\u6269\u5c55\uff0c\u52a0\u4e86\u4e00\u4e2a\u62bd\u8c61\u5c42\u3002\u6bcf\u4e2a\u4eba\u7684\u51fa\u53d1\u70b9\u90fd\u662f\u597d\u7684\uff0c\u6bcf\u4e2a\u4eba\u52a0\u7684\u90a3\u4e00\u5757\u90fd\u6709\u9053\u7406\u3002</p>\n<p>\u4f46\u52a0\u5728\u4e00\u8d77\uff0c\u5c31\u6210\u4e86\u6ca1\u6709\u4eba\u80fd\u5b8c\u5168\u770b\u61c2\u7684\u4e1c\u897f\u3002</p>\n<p><strong>\u5c4e\u5c71\u4e0d\u662f\u4e00\u4e2a\u4eba\u7684\u7f6a\uff0c\u662f\u6240\u6709\u4eba\u6ea2\u51fa\u7684\u603b\u548c\u3002</strong></p>\n<p>\u8fd9\u5c31\u662f\u6ea2\u51fa\u7684\u8d1f\u62c5\u2014\u2014\u7ecf\u9a8c\u8d8a\u4e30\u5bcc\uff0c\u5386\u53f2\u5305\u88b1\u8d8a\u91cd\uff0c\u7b80\u5355\u7684\u4e8b\u60c5\u8d8a\u5bb9\u6613\u88ab\u505a\u590d\u6742\u3002\u4f60\u8111\u5b50\u91cc\u540c\u65f6\u88c5\u7740\u4e94\u79cd\u53ef\u80fd\u6027\u3001\u4e09\u4e2a\u6708\u524d\u7684\u6559\u8bad\u3001\u5bf9\u672a\u6765\u7684\u7126\u8651\uff0c\u7136\u540e\u4f60\u628a\u8fd9\u4e9b\u5168\u585e\u8fdb\u4e00\u4e2a\u672c\u6765\u53ea\u9700\u8981\u505a\u4e00\u4ef6\u4e8b\u7684\u51fd\u6570\u91cc\u3002</p>\n<p>\u80fd\u8dd1\uff0c\u4f46\u6ca1\u4eba\u770b\u5f97\u61c2\uff0c\u5305\u62ec\u4e09\u4e2a\u6708\u540e\u7684\u4f60\u81ea\u5df1\u3002</p>\n<p>Agent \u4e0d\u4f1a\u8fd9\u6837\u3002</p>\n<p>\u8ba9\u5b83\u5199\u4e00\u4e2a\u51fd\u6570\uff0c\u5b83\u53ea\u5199\u90a3\u4e2a\u51fd\u6570\u3002\u5b83\u6ca1\u6709\u4e0a\u5468\u7684\u9634\u5f71\uff0c\u6ca1\u6709\u8e29\u8fc7\u7684\u5751\uff0c\u6ca1\u6709\"\u4e07\u4e00\u4ee5\u540e\"\u7684\u7126\u8651\u3002\u5b83\u4e0d\u80cc\u5386\u53f2\u5305\u88b1\uff0c\u4e0d\u4f1a\u81ea\u4f5c\u4e3b\u5f20\u5f80\u91cc\u52a0\u4e1c\u897f\u3002</p>\n<p>\u591a\u4e2a Agent \u534f\u4f5c\uff0c\u6bcf\u4e2a\u53ea\u505a\u88ab\u5b9a\u4e49\u7684\u4e8b\uff0c\u5e72\u51c0\uff0c\u7cbe\u786e\uff0c\u4e0d\u4f1a\u9020\u5c4e\u5c71\u3002</p>\n<p>\u4f46\u4e5f\u6b63\u56e0\u4e3a\u8fd9\u6837\u2014\u2014</p>\n<p>Agent \u534f\u4f5c\u51fa\u6765\u7684\u4e1c\u897f\uff0c\u6c38\u8fdc\u4e0d\u4f1a\u6709\u90a3\u4e2a\u63a8\u7bb1\u5b50\u8054\u52a8 UML \u7684\u610f\u5916\u60ca\u559c\u3002</p>\n<p>\u6ca1\u6709\u5c4e\u5c71\uff0c\u4e5f\u6ca1\u6709\u795e\u6765\u4e4b\u7b14\u3002</p>\n<p>\u8fd9\u5c31\u662f\u6ea2\u51fa\u7684\u672c\u8d28\uff1a<strong>\u5b83\u662f\u540c\u4e00\u4ef6\u4e1c\u897f\u7684\u4e24\u9762\u3002</strong></p>\n<p>\u5e26\u6765\u521b\u9020\u529b\u7684\u90a3\u4e2a\u6742\u8d28\uff0c\u548c\u9020\u6210\u5c4e\u5c71\u7684\u90a3\u4e2a\u6742\u8d28\uff0c\u662f\u540c\u4e00\u79cd\u6742\u8d28\u3002\u4f60\u6ca1\u6709\u529e\u6cd5\u53ea\u8981\u795e\u6765\u4e4b\u7b14\uff0c\u4e0d\u8981\u5c4e\u5c71\u3002\u4f60\u6ca1\u6709\u529e\u6cd5\u53ea\u4fdd\u7559\u71c3\u6599\uff0c\u4e0d\u627f\u62c5\u8d1f\u62c5\u3002</p>\n<p>\u4eba\u7c7b\u7684\u667a\u6167\uff0c\u4ece\u6765\u4e0d\u662f\u7eaf\u51c0\u7684\u3002</p>\n<p>\u5b83\u662f\u6df7\u6c8c\u7684\uff0c\u662f\u6ea2\u51fa\u7684\uff0c\u662f\u4f60\u6628\u5929\u6253\u6e38\u620f\u3001\u4eca\u5929\u517b\u732b\u3001\u7761\u4e00\u89c9\u4e4b\u540e\u7a81\u7136\u60f3\u901a\u2014\u2014\u548c\u4f60\u628a\u4e94\u79cd\u53ef\u80fd\u6027\u5168\u585e\u8fdb\u4e00\u4e2a\u51fd\u6570\u91cc\u2014\u2014\u540c\u65f6\u53d1\u751f\u7684\u4e1c\u897f\u3002</p>\n<p>\u8fd9\u662f\u4eba\u7c7b\u7684\u5c40\u9650\uff0c\u4e5f\u662f\u4eba\u7c7b\u552f\u4e00\u4e0d\u80fd\u88ab\u590d\u5236\u7684\u5730\u65b9\u3002</p>\n<hr/>\n<h2>\u7b2c\u4e09\u90e8\u5206\uff1a\u4e00\u4e2a\u4eba\u7684\u534a\u79d2\u5ff5\u5934\uff0c\u9700\u8981\u591a\u5c11 token \uff1f</h2>\n<p>\u6709\u65f6\u5019\u6211\u4f1a\u6709\u4e00\u79cd\u611f\u89c9\u2014\u2014</p>\n<p>\u72b9\u5982\u6211\u5728\u505a\u68a6\uff0c\u9192\u4e86\uff0c\u5374\u8fd8\u5728\u68a6\u4e2d\u3002\u72b9\u5982\u8eab\u4e34\u5176\u5883\uff0c\u4f46\u662f\u5374\u4e0d\u77e5\u4e3a\u4f55\u53d1\u751f\u3002</p>\n<p>\u5c31\u662f\u90a3\u79cd\u5ff5\u5934\u3002</p>\n<p>\u5b83\u4e0d\u662f\u4f60\u60f3\u51fa\u6765\u7684\uff0c\u662f\u5b83\u81ea\u5df1\u5192\u51fa\u6765\u7684\u3002\u4f60\u751a\u81f3\u6765\u4e0d\u53ca\u8ffd\u95ee\u5b83\u4ece\u54ea\u91cc\u6765\uff0c\u5b83\u5df2\u7ecf\u5728\u5f71\u54cd\u4f60\u4e0b\u4e00\u4e2a\u51b3\u5b9a\u4e86\u3002</p>\n<p>\u8fd9\u79cd\u5ff5\u5934\uff0c\u80cc\u540e\u662f\u4ec0\u4e48\uff1f</p>\n<p>\u662f\u4f60\u4e8c\u5341\u5e74\u7684\u751f\u6d3b\u7ecf\u5386\u540c\u65f6\u5728\u8111\u5b50\u91cc\u53d1\u751f\u4e86\u4e00\u6b21\u65e0\u58f0\u7684\u78b0\u649e\u3002\u4f60\u73a9\u8fc7\u7684\u6e38\u620f\uff0c\u517b\u8fc7\u7684\u732b\uff0c\u5931\u7720\u7684\u591c\u665a\uff0c\u8ddf\u5144\u5f1f\u559d\u9152\u804a\u8fc7\u7684\u5e9f\u8bdd\uff0c\u8def\u4e0a\u770b\u89c1\u7684\u4e00\u5757\u74f7\u7816\u6392\u5217\uff0c\u5c0f\u65f6\u5019\u642c\u8fc7\u7684\u7bb1\u5b50\u2014\u2014\u6240\u6709\u8fd9\u4e9b\u5728\u534a\u79d2\u949f\u4e4b\u5185\uff0c\u4ee5\u4e00\u79cd\u4f60\u6c38\u8fdc\u65e0\u6cd5\u590d\u73b0\u7684\u65b9\u5f0f\u649e\u5728\u4e86\u4e00\u8d77\uff0c\u7136\u540e\u5192\u51fa\u4e86\u90a3\u4e2a\u5ff5\u5934\u3002</p>\n<p>\u90a3\u9700\u8981\u591a\u5c11 token \u6765\u590d\u73b0\uff1f</p>\n<p>\u6ca1\u6709\u4eba\u77e5\u9053\u3002</p>\n<p>\u73b0\u5728\u6700\u5927\u7684\u8bed\u8a00\u6a21\u578b\uff0c\u8bad\u7ec3\u6570\u636e\u662f\u4e07\u4ebf\u7ea7\u522b\u7684 token \u3002\u4f46\u90a3\u4e9b token 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token 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      "date_published": "2026-03-21T10:24:47+00:00", 
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    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/ElysionLi", 
        "name": "ElysionLi", 
        "avatar": "https://cdn.v2ex.com/gravatar/b15290dead0c7f74462f4aed52f8fb40?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1200042", 
      "date_modified": "2026-03-21T10:29:24+00:00", 
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AI \u8d5a\u70b9\u5feb\u94b1\u3002\u4e0d\u662f\u4ed6\u4eec\u8822\u2014\u2014\u662f\u8fd9\u4e2a\u65f6\u4ee3\u592a\u4ed6\u5988\u4f1a\u517b\u4eba\u4e86\u3002</p>\n<p>\u77ed\u89c6\u9891\u3001\u6570\u5b57\u4eba\u76f4\u64ad\u3001AI \u751f\u6210\u5185\u5bb9\uff0c\u7ed9\u4f60\u7684\u7b2c\u4e00\u611f\u89c9\u662f\u4fbf\u5229\u3002\u522b\u4eba\u5df2\u7ecf\u505a\u597d\u4e86\uff0c\u6211\u76f4\u63a5\u770b\uff0c\u76f4\u63a5\u7528\uff0c\u82b1\u70b9\u94b1\u4e5f\u4e0d\u591a\u3002\u8212\u670d\uff0c\u7701\u4e8b\uff0c\u591f\u7528\u3002</p>\n<p>\u4f46\u4f60\u8981\u77e5\u9053\uff0c\u8fd9\u4e9b\u4fbf\u5229\u4ed6\u5988\u7684\u4e0d\u662f\u5929\u7136\u957f\u51fa\u6765\u7684\u3002</p>\n<p>\u662f\u6709\u4eba\u7cbe\u5fc3\u8bbe\u8ba1\u8fc7\u7684\u3002\u8bbe\u8ba1\u4f60\u7684\u6ce8\u610f\u529b\u5f80\u54ea\u91cc\u6d41\uff0c\u8bbe\u8ba1\u4f60\u4ec0\u4e48\u65f6\u5019\u638f\u94b1\uff0c\u8bbe\u8ba1\u4f60\u89c9\u5f97\"\u591f\u4e86\uff0c\u4e0d\u7528\u81ea\u5df1\u60f3\"\u7684\u90a3\u6761\u7ebf\u3002AI \u751f\u6210\u7684\u5185\u5bb9\uff0c\u672c\u8eab\u5c31\u662f\u88ab\u523b\u610f\u6e32\u67d3\u8fc7\u7684\u3002\u4f60\u4ee5\u4e3a\u81ea\u5df1\u5728\u770b\u4e16\u754c\uff0c\u5176\u5b9e\u4f60\u770b\u5230\u7684\uff0c\u662f\u522b\u4eba\u5e0c\u671b\u4f60\u770b\u5230\u7684\u4e16\u754c\u3002</p>\n<p>\u60f0\u6027\u4e0d\u662f\u5929\u751f\u7684\uff0c\u662f\u88ab\u4e00\u70b9\u4e00\u70b9\u517b\u51fa\u6765\u7684\u3002</p>\n<p>\u90a3\u4e9b\u6d51\u6d51\u5669\u5669\u7684\u4eba\uff0c\u4e0d\u662f\u56e0\u4e3a\u8822\u3002\u662f\u56e0\u4e3a\u8fd9\u5957\u7cfb\u7edf\u592a\u8212\u670d\u4e86\uff0c\u8212\u670d\u5230\u6ca1\u6709\u4eba\u60f3\u722c\u51fa\u6765\u3002\u7b49\u611f\u89c9\u5230\u75bc\uff0c\u53ef\u80fd\u5df2\u7ecf\u6765\u4e0d\u53ca\u4e86\u3002</p>\n<p>\u90a3\u8c01\u80fd\u722c\u51fa\u6765\uff1f</p>\n<p>\u6211\u4e0d\u76f8\u4fe1\u5929\u624d\u3002\u54ea\u91cc\u6709\u4ec0\u4e48\u5929\u624d\uff0c\u90fd\u662f\u666e\u901a\u4eba\u4e0d\u65ad\u601d\u8003\u7f62\u4e86\u3002\u533a\u522b\u53ea\u6709\u4e00\u4e2a\u2014\u2014<strong>\u6709\u6ca1\u6709\u4fdd\u6301\u81ea\u5df1\u5728\u60f3\u3002</strong></p>\n<p>\u4e0d\u662f\u5b66\u6700\u65b0\u6280\u672f\uff0c\u4e0d\u662f\u8ffd\u6700\u70ed\u98ce\u53e3\u3002\u5c31\u662f\u4ed6\u5988\u7684\u4e00\u76f4\u5728\u60f3\u3002\u60f3\u8fd9\u4e2a\u4e16\u754c\u4e3a\u4ec0\u4e48\u662f\u8fd9\u6837\uff0c\u60f3\u81ea\u5df1\u5728\u54ea\u91cc\uff0c\u60f3\u4e0b\u4e00\u6b65\u600e\u4e48\u8d70\u3002</p>\n<p>\u5927\u591a\u6570\u4eba\u628a\u8fd9\u4ef6\u4e8b\u5916\u5305\u51fa\u53bb\u4e86\u3002\u5916\u5305\u7ed9\u7b97\u6cd5\uff0c\u5916\u5305\u7ed9\u4e13\u5bb6\uff0c\u5916\u5305\u7ed9\u522b\u4eba\u56bc\u788e\u4e86\u5582\u8fc7\u6765\u7684\u7ed3\u8bba\u3002\u601d\u8003\u8fd9\u4ef6\u4e8b\uff0c\u4e00\u65e6\u505c\u4e86\uff0c\u5c31\u5f88\u96be\u518d\u542f\u52a8\u3002</p>\n<p>\u51fa\u8def\u6709\uff0c\u4f46\u51e4\u6bdb\u9e9f\u89d2\u3002</p>\n<p>\u4e0d\u662f\u56e0\u4e3a\u51fa\u8def\u96be\u627e\uff0c\u662f\u56e0\u4e3a<strong>\u613f\u610f\u4e00\u76f4\u60f3\u7684\u4eba\uff0c\u592a\u5c11\u4e86\u3002</strong></p>\n<p>\u4e3a\u4ec0\u4e48\u8fd9\u4e48\u5c11\uff1f\u6211\u89c9\u5f97\u4e0d\u53ea\u662f\u61d2\uff0c\u662f\u8fd9\u4e2a\u65f6\u4ee3\u628a\"\u4e0d\u60f3\"\u8fd9\u4ef6\u4e8b\u5305\u88c5\u5f97\u592a\u5408\u7406\u4e86\u3002</p>\n<p>\u9053\u5bb6\u8bf4\u65e0\u4e3a\u3002</p>\n<p>\u5f88\u591a\u4eba\u628a\u65e0\u4e3a\u7406\u89e3\u9519\u4e86\uff0c\u4ee5\u4e3a\u662f\u8eba\u5e73\uff0c\u662f\u4ec0\u4e48\u90fd\u4e0d\u505a\u3002\u5176\u5b9e\u65e0\u4e3a\u7684\u610f\u601d\u662f\u2014\u2014<strong>\u4e0d\u8981\u9006\u7740\u81ea\u7136\u4f7f\u86ee\u529b\uff0c\u4f46\u4e5f\u4e0d\u662f\u5750\u5728\u90a3\u91cc\u7b49\u5929\u4e0a\u6389\u9985\u997c\u3002</strong></p>\n<p>\u771f\u6b63\u7684\u65e0\u4e3a\uff0c\u662f\u4e00\u79cd\u6e05\u9192\u7684\u987a\u52bf\u3002\u4f60\u770b\u6e05\u695a\u6c34\u5f80\u54ea\u91cc\u6d41\uff0c\u7136\u540e\u4f60\u8ddf\u7740\u6d41\uff0c\u800c\u4e0d\u662f\u5bf9\u7740\u6c34\u62fc\u547d\u5212\u3002</p>\n<p>\u4f46\u73b0\u5728\u8fd9\u4e2a\u65f6\u4ee3\uff0c\u628a\u65e0\u4e3a\u5f7b\u5e95\u626d\u66f2\u4e86\u3002</p>\n<p>\u7b97\u6cd5\u544a\u8bc9\u4f60\u8be5\u770b\u4ec0\u4e48\uff0c\u4f60\u5c31\u770b\u4ec0\u4e48\u3002\u5e73\u53f0\u544a\u8bc9\u4f60\u8be5\u4e70\u4ec0\u4e48\uff0c\u4f60\u5c31\u4e70\u4ec0\u4e48\u3002\u8001\u677f\u544a\u8bc9\u4f60\u8be5\u505a\u4ec0\u4e48\uff0c\u4f60\u5c31\u505a\u4ec0\u4e48\u3002\u8fd9\u4ed6\u5988\u4e0d\u662f\u65e0\u4e3a\uff0c\u8fd9\u662f<strong>\u5f7b\u5e95\u4ea4\u51fa\u4e86\u81ea\u5df1\u7684\u5224\u65ad\u6743\u3002</strong></p>\n<p>\u771f\u6b63\u7684\u65e0\u4e3a\u9700\u8981\u4e00\u4e2a\u524d\u63d0\u2014\u2014<strong>\u4f60\u5f97\u5148\u77e5\u9053\u81ea\u5df1\u662f\u8c01\uff0c\u6c34\u5f80\u54ea\u91cc\u6d41\u3002</strong></p>\n<p>\u4e0d\u7136\u4f60\u4ee5\u4e3a\u81ea\u5df1\u5728\u987a\u52bf\uff0c\u5176\u5b9e\u53ea\u662f\u5728\u968f\u6ce2\u9010\u6d41\u3002\u987a\u52bf\u548c\u968f\u6ce2\u9010\u6d41\u770b\u8d77\u6765\u4e00\u6837\uff0c\u4f46\u4e00\u4e2a\u662f\u4f60\u5728\u5f00\u773c\u775b\u6e38\u6cf3\uff0c\u4e00\u4e2a\u662f\u4f60\u5df2\u7ecf\u6eba\u6c34\u4e86\u8fd8\u6ca1\u611f\u89c9\u5230\u3002</p>\n<p>\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\u8fd9\u79cd\u4eba\u5c11\u3002</p>\n<p>\u4e0d\u662f\u666e\u901a\u4eba\u6ca1\u6709\u80fd\u529b\u60f3\uff0c\u662f<strong>\u60f3\u8fd9\u4ef6\u4e8b\u672c\u8eab\uff0c\u9700\u8981\u4f60\u5148\u4ece\u90a3\u4e2a\u8212\u670d\u7684\u4fbf\u5229\u91cc\u722c\u51fa\u6765\u3002</strong>\u800c\u722c\u51fa\u6765\u662f\u75db\u82e6\u7684\uff0c\u662f\u53cd\u4eba\u6027\u7684\u3002\u7b97\u6cd5\u6bd4\u4f60\u66f4\u4e86\u89e3\u4f60\u7684\u5f31\u70b9\uff0c\u5b83\u4e8c\u5341\u56db\u5c0f\u65f6\u76ef\u7740\u4f60\uff0c\u4f60\u7a0d\u5fae\u4e00\u677e\u52b2\uff0c\u5c31\u88ab\u62c9\u56de\u53bb\u4e86\u3002</p>\n<p>\u9053\u5bb6\u8fd8\u8bf4\uff0c\u77e5\u4eba\u8005\u667a\uff0c\u81ea\u77e5\u8005\u660e\u3002</p>\n<p>\u73b0\u5728\u8fd9\u4e2a\u65f6\u4ee3\uff0c\u8fde\"\u81ea\u77e5\"\u90fd\u6210\u4e86\u4e00\u79cd\u7a00\u7f3a\u80fd\u529b\u3002</p>\n<hr/>\n<h2>\u7b2c\u56db\u90e8\u5206\uff1a\u6211\u81ea\u5df1\u600e\u4e48\u505a</h2>\n<p>\u81ea\u7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      "date_published": "2026-03-19T03:26:18+00:00", 
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      "url": "https://www.v2ex.com/t/1199346", 
      "title": "\u7ed9\u5927\u6a21\u578b\u4eec\u505a\u4e86\u4e00\u4e2a\u5947\u602a\u7684\u6d4b\u8bd5", 
      "id": "https://www.v2ex.com/t/1199346", 
      "date_published": "2026-03-18T13:41:50+00:00", 
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\u5757\u3002</p>\n<p>\u6ca1\u6709\u91cd\u590d\u6d4b\u8bd5\uff0c\u7eaf\u56fe\u4e00\u4e50\uff0c\u52ff\u8ba4\u771f\u3002</p>\n<h2>\u6a21\u578b\u6b63\u786e\u7387</h2>\n<table>\n<thead>\n<tr>\n<th>\u6392\u540d</th>\n<th>\u6a21\u578b</th>\n<th>\u6b63\u786e\u5b57\u6bb5\u6570</th>\n<th>\u8ba1\u5206\u5b57\u6bb5\u6570</th>\n<th>\u6b63\u786e\u7387</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>1</td>\n<td>gemini-pro-\u7f51\u9875</td>\n<td>67</td>\n<td>72</td>\n<td>93.06%</td>\n</tr>\n<tr>\n<td>2</td>\n<td>chatgpt-5.4-xhigh</td>\n<td>63</td>\n<td>72</td>\n<td>87.50%</td>\n</tr>\n<tr>\n<td>3</td>\n<td>claude-opus-4.6-xhigh</td>\n<td>63</td>\n<td>72</td>\n<td>87.50%</td>\n</tr>\n<tr>\n<td>4</td>\n<td>gemini-3.1-pro-aistudio</td>\n<td>63</td>\n<td>72</td>\n<td>87.50%</td>\n</tr>\n<tr>\n<td>5</td>\n<td>chatgpt-\u53d1\u6563\u6027\u601d\u8003-\u7f51\u9875</td>\n<td>60</td>\n<td>72</td>\n<td>83.33%</td>\n</tr>\n<tr>\n<td>6</td>\n<td>gemini-3-flash-aistudio</td>\n<td>60</td>\n<td>72</td>\n<td>83.33%</td>\n</tr>\n<tr>\n<td>7</td>\n<td>gemini-3.1-flash-lite-aistudio</td>\n<td>57</td>\n<td>72</td>\n<td>79.17%</td>\n</tr>\n<tr>\n<td>8</td>\n<td>glm-5-turbo</td>\n<td>56</td>\n<td>72</td>\n<td>77.78%</td>\n</tr>\n<tr>\n<td>9</td>\n<td>deepseek v3.2</td>\n<td>50</td>\n<td>72</td>\n<td>69.44%</td>\n</tr>\n<tr>\n<td>10</td>\n<td>qwen3.5-plus-thinking</td>\n<td>50</td>\n<td>72</td>\n<td>69.44%</td>\n</tr>\n<tr>\n<td>11</td>\n<td>chatgpt-5.4-nano-xhigh</td>\n<td>48</td>\n<td>72</td>\n<td>66.67%</td>\n</tr>\n<tr>\n<td>12</td>\n<td>grok-4.2-beta</td>\n<td>47</td>\n<td>72</td>\n<td>65.28%</td>\n</tr>\n</tbody></table><h2>\u6700\u5bb9\u6613\u7684\u5b57\u6bb5\uff08 Top 10 \uff09</h2>\n<table>\n<thead>\n<tr>\n<th>\u539f\u5b57\u6bb5</th>\n<th>\u6b63\u786e</th>\n<th>\u6b63\u786e\u6a21\u578b\u6570</th>\n<th>\u6a21\u578b\u603b\u6570</th>\n<th>\u6b63\u786e\u7387</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>aqfzr</td>\n<td>\u5b89\u5168\u8d1f\u8d23\u4eba</td>\n<td>12</td>\n<td>12</td>\n<td>100.00%</td>\n</tr>\n<tr>\n<td>cdjb</td>\n<td>\u573a\u5730\u7ea7\u522b</td>\n<td>12</td>\n<td>12</td>\n<td>100.00%</td>\n</tr>\n<tr>\n<td>cjr</td>\n<td>\u521b\u5efa\u4eba</td>\n<td>12</td>\n<td>12</td>\n<td>100.00%</td>\n</tr>\n<tr>\n<td>cjsj</td>\n<td>\u521b\u5efa\u65f6\u95f4</td>\n<td>12</td>\n<td>12</td>\n<td>100.00%</td>\n</tr>\n<tr>\n<td>gly</td>\n<td>\u7ba1\u7406\u5458</td>\n<td>12</td>\n<td>12</td>\n<td>100.00%</td>\n</tr>\n<tr>\n<td>gnqid</td>\n<td>\u529f\u80fd\u533a ID</td>\n<td>12</td>\n<td>12</td>\n<td>100.00%</td>\n</tr>\n<tr>\n<td>isdel</td>\n<td>\u662f\u5426\u5220\u9664</td>\n<td>12</td>\n<td>12</td>\n<td>100.00%</td>\n</tr>\n<tr>\n<td>isjk</td>\n<td>\u662f\u5426\u76d1\u63a7</td>\n<td>12</td>\n<td>12</td>\n<td>100.00%</td>\n</tr>\n<tr>\n<td>jiaoshihao</td>\n<td>\u6559\u5ba4\u53f7</td>\n<td>12</td>\n<td>12</td>\n<td>100.00%</td>\n</tr>\n<tr>\n<td>jsbq</td>\n<td>\u6559\u5ba4\u6807\u7b7e</td>\n<td>12</td>\n<td>12</td>\n<td>100.00%</td>\n</tr>\n</tbody></table><h2>\u6700\u96be\u7684\u5b57\u6bb5\uff08 Bottom 10 \uff09</h2>\n<table>\n<thead>\n<tr>\n<th>\u539f\u5b57\u6bb5</th>\n<th>\u6b63\u786e</th>\n<th>\u6b63\u786e\u6a21\u578b\u6570</th>\n<th>\u6a21\u578b\u603b\u6570</th>\n<th>\u6b63\u786e\u7387</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td>sxpkzdbjs</td>\n<td>\u987a\u5e8f\u6392\u8bfe\u6700\u5927\u73ed\u7ea7\u6570</td>\n<td>0</td>\n<td>12</td>\n<td>0.00%</td>\n</tr>\n<tr>\n<td>kscddw</td>\n<td>\u8003\u8bd5\u627f\u62c5\u5355\u4f4d</td>\n<td>1</td>\n<td>12</td>\n<td>8.33%</td>\n</tr>\n<tr>\n<td>sxtip</td>\n<td>\u6444\u50cf\u5934 IP</td>\n<td>2</td>\n<td>12</td>\n<td>16.67%</td>\n</tr>\n<tr>\n<td>fjnr</td>\n<td>\u9644\u4ef6\u5185\u5bb9</td>\n<td>4</td>\n<td>12</td>\n<td>33.33%</td>\n</tr>\n<tr>\n<td>gzpkyxj</td>\n<td>\u89c4\u5219\u6392\u8bfe\u4f18\u5148\u7ea7</td>\n<td>4</td>\n<td>12</td>\n<td>33.33%</td>\n</tr>\n<tr>\n<td>jkdwybs</td>\n<td>\u76d1\u63a7\u70b9\u4f4d\u6807\u8bc6</td>\n<td>4</td>\n<td>12</td>\n<td>33.33%</td>\n</tr>\n<tr>\n<td>jlsj</td>\n<td>\u5efa\u7acb\u65f6\u95f4</td>\n<td>4</td>\n<td>12</td>\n<td>33.33%</td>\n</tr>\n<tr>\n<td>isbsks</td>\n<td>\u662f\u5426\u7b14\u8bd5\u8003\u8bd5</td>\n<td>5</td>\n<td>12</td>\n<td>41.67%</td>\n</tr>\n<tr>\n<td>iskt</td>\n<td>\u662f\u5426\u7a7a\u8c03</td>\n<td>5</td>\n<td>12</td>\n<td>41.67%</td>\n</tr>\n<tr>\n<td>jlnf</td>\n<td>\u5efa\u7acb\u5e74\u4efd</td>\n<td>5</td>\n<td>12</td>\n<td>41.67%</td>\n</tr>\n</tbody></table>"
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      "date_published": "2026-03-15T15:19:21+00:00", 
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      "id": "https://www.v2ex.com/t/1198469"
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    {
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        "url": "https://www.v2ex.com/member/red13", 
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        "avatar": "https://cdn.v2ex.com/gravatar/935c3b660aacf5dfeed7a1f3822eb82b?s=73&d=retro"
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      "url": "https://www.v2ex.com/t/1198399", 
      "date_modified": "2026-03-15T13:41:51+00:00", 
      "content_html": "<p>AI \u5e26\u6765\u4e86\u4fe1\u606f\u83b7\u53d6\u80fd\u529b\u7684\u5e73\u6743\uff0c\u53ef\u4ee5\u5b9e\u73b0\u201c\u77e5\u5176\u7136\u201d\u7684\u5e73\u6743\uff0c\u4f46\u65e0\u6cd5\u5b9e\u73b0\u201c\u77e5\u5176\u6240\u4ee5\u7136\u201d\u7684\u5e73\u6743</p>\n", 
      "date_published": "2026-03-15T07:49:33+00:00", 
      "title": "AI \u5e26\u6765\u4e86\u77e5\u8bc6\u5e73\u6743\u8fd9\u4e00\u8bf4\u6cd5\u6709\u70b9\u626f\u6de1", 
      "id": "https://www.v2ex.com/t/1198399"
    }, 
    {
      "author": {
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