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/>\u6211\u89c9\u5f97\u7b2c\u4e00\u6b65\u5e94\u8be5\u662f\u8c03\u7814\uff1a<br /><br />\u5916\u5356\u5230\u5e95\u8d35\u5728\u54ea\u91cc\uff1f<br />\u5916\u5356\u4ef7\u683c\u662f\u5426\u666e\u904d\u9ad8\u4e8e\u5802\u98df\uff1f\u9ad8\u591a\u5c11\uff1f<br />\u5546\u5bb6\u771f\u5b9e\u627f\u62c5\u4e86\u591a\u5c11\u4f63\u91d1\u548c\u9690\u6027\u6210\u672c\uff1f<br />\u9a91\u624b\u771f\u6b63\u4e0d\u6ee1\u7684\u70b9\u662f\u4ec0\u4e48\uff1f<br />\u987e\u5ba2\u662f\u5426\u771f\u7684\u613f\u610f\u4e3a\u4e86\u900f\u660e\u548c\u516c\u5e73\u6362\u4e00\u4e2a\u5e73\u53f0\uff1f<br />\u5c0f\u8303\u56f4\u51b7\u542f\u52a8\u6709\u6ca1\u6709\u53ef\u80fd\uff0c\u6bd4\u5982\u53ea\u505a\u67d0\u4e2a\u5b66\u6821\u3001\u56ed\u533a\u3001\u793e\u533a\u3001\u53bf\u57ce\uff1f<br /><br />\u6240\u4ee5\u60f3\u5148\u5728 V2EX \u53d1\u51fa\u6765\uff0c\u770b\u770b\u6709\u6ca1\u6709\u4eba\u613f\u610f\u4e00\u8d77\u8ba8\u8bba\u3002<br /><br 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      "url": "https://www.v2ex.com/t/1216538", 
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      "id": "https://www.v2ex.com/t/1216538", 
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      "url": "https://www.v2ex.com/t/1215827", 
      "title": "codex \u7684 Pets \u80fd\u6839\u636e\u4f7f\u7528\u60c5\u51b5\u5347\u7ea7\u5c31\u597d\u4e86", 
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AI 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\u7684\u5f3a\u5927\u4e4b\u5904\u6070\u6070\u5728\u4e8e\uff1a<strong>\u8fd9\u4e2a\u300c\u641c\u7d22\u548c\u5339\u914d\u300d\uff0cAI 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\u5728\u300c\u8fa8\u8ba4\u300d\u8fd9\u4ef6\u4e8b\u4e0a\u5df2\u7ecf\u4e0d\u6bd4\u4eba\u5dee\u4e86\uff0c\u751a\u81f3\u66f4\u5f3a\u3002</p>\n<p>AlphaFold \u9884\u6d4b\u4e86 2 \u4ebf\u79cd\u86cb\u767d\u8d28\u7ed3\u6784\uff0c\u751f\u7269\u5b66\u5bb6\u4e0d\u9700\u8981\u518d\u82b1\u51e0\u5e74\u65f6\u95f4\u53bb\u89e3\u6790\u6676\u4f53\u7ed3\u6784\uff0c\u4ed6\u4eec\u53ea\u9700\u8981\u95ee\uff1a\u300c\u8fd9\u4e2a\u86cb\u767d\u8d28\u7684\u529f\u80fd\u662f\u4ec0\u4e48\uff1f\u300d</p>\n<p>GPT-4 \u5df2\u7ecf\u80fd\u901a\u8fc7\u5f8b\u5e08\u8d44\u683c\u8003\u8bd5\u3001\u533b\u5e08\u8d44\u683c\u8003\u8bd5\uff0c\u5b83\u4e0d\u9700\u8981\u300c\u61c2\u6cd5\u5f8b\u300d\u6216\u300c\u61c2\u533b\u5b66\u300d\uff0c\u5b83\u53ea\u9700\u8981\u80fd\u591f\u7406\u89e3\u548c\u63a8\u7406\u3002</p>\n<p>\u90a3\u4e48\uff0c\u95ee\u9898\u6765\u4e86\uff1a</p>\n<p><strong>\u5982\u679c AI \u4ec0\u4e48\u90fd\u4f1a\uff0c\u6211\u4eec\u4eba\u7c7b\u5728\u79d1\u7814\u4e2d\u7684\u72ec\u7279\u4ef7\u503c\u662f\u4ec0\u4e48\uff1f</strong></p>\n<h2>\u60f3\u8c61\u529b\u7684\u80dc\u5229</h2>\n<p>\u7b54\u6848\u662f\uff1a<strong>\u53d1\u73b0\u95ee\u9898\uff0c\u63d0\u51fa\u95ee\u9898\uff0c\u6784\u5efa\u95ee\u9898\u3002</strong></p>\n<p>\u8fd9\u4e0d\u662f\u4e00\u4e2a\u4e50\u89c2\u7684\u613f\u666f\uff0c\u800c\u662f\u4e00\u4e2a\u6b63\u5728\u53d1\u751f\u7684\u73b0\u5b9e\u3002</p>\n<p>2016 \u5e74\uff0cDeepMind \u7684\u56e2\u961f\u8ba9 AI \u81ea\u5df1\u53d1\u73b0\u4e86\u300c\u8bb0\u5fc6\u300d\u5728\u5f3a\u5316\u5b66\u4e60\u4e2d\u7684\u4f5c\u7528\uff0c\u5728\u6b64\u4e4b\u524d\uff0c\u6ca1\u6709\u4e00\u7bc7\u8bba\u6587\u4e13\u95e8\u7814\u7a76\u8fd9\u4e2a\u95ee\u9898\u3002</p>\n<p>2023 \u5e74\uff0cAI \u81ea\u52a8\u751f\u6210\u7684\u6570\u5b66\u5b9a\u7406\u8bc1\u660e\uff0c\u6709\u4e9b\u88ab\u6570\u5b66\u5bb6\u8bc4\u4ef7\u4e3a\u300c\u6bd4\u4eba\u7c7b\u6570\u5b66\u5bb6\u66f4\u4f18\u96c5\u300d\u3002</p>\n<p>2024 \u5e74\uff0cAI \u8f85\u52a9\u7684\u836f\u7269\u7814\u53d1\u53d1\u73b0\u4e86\u591a\u4e2a\u5168\u65b0\u5019\u9009\u5316\u5408\u7269\uff0c\u8fd9\u4e9b\u5316\u5408\u7269\u7684\u7ed3\u6784\u662f\u4eba\u7c7b\u7684\u5316\u5b66\u76f4\u89c9\u4ece\u672a\u60f3\u5230\u8fc7\u7684\u3002</p>\n<p>\u8fd9\u4e9b\u6848\u4f8b\u90fd\u5728\u6307\u5411\u540c\u4e00\u4e2a\u4e8b\u5b9e\uff1a<strong>AI \u64c5\u957f\u89e3\u51b3\u5df2\u88ab\u5b9a\u4e49\u7684\u95ee\u9898\uff0c\u4f46\u4e0d\u64c5\u957f\u5b9a\u4e49\u95ee\u9898\u672c\u8eab\u3002</strong></p>\n<p>\u800c\u5b9a\u4e49\u95ee\u9898\uff0c\u6070\u6070\u9700\u8981\u7684\u662f<strong>\u60f3\u8c61\u529b</strong>\uff0c\u800c\u4e0d\u662f\u4e13\u4e1a\u80fd\u529b\u3002</p>\n<p>\u4f60\u4e0d\u9700\u8981\u61c2\u91cf\u5b50\u529b\u5b66\u624d\u80fd\u63d0\u51fa\u300c\u91cf\u5b50\u7ea0\u7f20\u80fd\u4e0d\u80fd\u7528\u6765\u4f20\u8f93\u4fe1\u606f\u300d\u8fd9\u4e2a\u95ee\u9898\u3002</p>\n<p>\u4f60\u4e0d\u9700\u8981\u61c2\u751f\u7269\u5b66\u624d\u80fd\u60f3\u5230\u300c\u7ec6\u80de\u80fd\u4e0d\u80fd\u88ab\u7f16\u7a0b\u300d\u8fd9\u4e2a\u613f\u666f\u3002</p>\n<p>\u4f60\u751a\u81f3\u4e0d\u9700\u8981\u61c2\u706b\u7bad\u5de5\u7a0b\u624d\u80fd\u95ee\uff1a\u300c\u5982\u679c\u5730\u7403\u53ea\u662f\u4e00\u4e2a\u8d44\u6e90\u6709\u9650\u7684\u7cfb\u7edf\uff0c\u6211\u4eec\u4e3a\u4ec0\u4e48\u8981\u628a\u6240\u6709\u9e21\u86cb\u653e\u5728\u4e00\u4e2a\u7bee\u5b50\u91cc\uff1f\u300d</p>\n<p><strong>\u63d0\u51fa\u95ee\u9898\u7684\u95e8\u69db\uff0c\u4ece\u6765\u5c31\u4e0d\u662f\u4e13\u4e1a\u77e5\u8bc6\uff0c\u800c\u662f\u597d\u5947\u5fc3\u548c\u60f3\u8c61\u529b\u3002</strong></p>\n<h2>\u4e00\u4e2a\u601d\u60f3\u5b9e\u9a8c</h2>\n<p>\u60f3\u8c61\u4e24\u4e2a\u79d1\u5b66\u5bb6\uff1a</p>\n<p><strong>\u79d1\u5b66\u5bb6 A</strong>\uff1aMIT \u91cf\u5b50\u8ba1\u7b97\u535a\u58eb\uff0c\u5728\u9876\u7ea7\u5b9e\u9a8c\u5ba4\u5de5\u4f5c\u4e86 15 \u5e74\uff0c\u53d1\u4e86 80 \u7bc7\u8bba\u6587\uff0c\u7cbe\u901a\u6240\u6709\u4e3b\u6d41\u91cf\u5b50\u8ba1\u7b97\u6846\u67b6\uff0c\u80fd\u624b\u63a8\u5341\u51e0\u79cd\u7ea0\u9519\u7b97\u6cd5\u3002</p>\n<p><strong>\u79d1\u5b66\u5bb6 B</strong>\uff1a\u5386\u53f2\u4e13\u4e1a\u51fa\u8eab\uff0c\u5bf9\u7269\u7406\u4e00\u7a8d\u4e0d\u901a\uff0c\u4f46\u75f4\u8ff7\u4e8e\u300c\u5982\u679c\u5b87\u5b99\u662f\u4e00\u53f0\u8ba1\u7b97\u673a\uff0c\u5b83\u7684\u8ba1\u7b97\u80fd\u529b\u662f\u591a\u5c11\uff1f\u300d\u8fd9\u4e2a\u95ee\u9898\uff0c\u8bfb\u4e86\u65e0\u6570\u79d1\u666e\u4e66\uff0c\u82b1\u4e86\u4e94\u5e74\u65f6\u95f4\u81ea\u5b66\u6570\u5b66\u548c\u7269\u7406\u3002</p>\n<p>\u4eca\u5929\uff0c\u8ba9\u4e24\u4e2a\u4eba\u540c\u65f6\u9762\u5bf9\u300c\u5982\u4f55\u6784\u5efa\u4e00\u53f0\u5b9e\u7528\u91cf\u5b50\u8ba1\u7b97\u673a\u300d\u8fd9\u4e2a\u95ee\u9898\u3002</p>\n<p>\u79d1\u5b66\u5bb6 A \u4f1a\u544a\u8bc9\u4f60\uff1a\u300c\u57fa\u4e8e\u5f53\u524d\u7684\u8d85\u5bfc\u8def\u7ebf\uff0c\u6211\u4eec\u8fd8\u9700\u8981\u89e3\u51b3\u9000\u76f8\u5e72\u95ee\u9898\uff0c\u8fd9\u9700\u8981\u65b0\u7684\u6750\u6599\u79d1\u5b66\u7a81\u7834\u2026\u2026\u300d</p>\n<p>\u79d1\u5b66\u5bb6 B \u4f1a\u8bf4\uff1a\u300c\u7b49\u7b49\uff0c\u4e3a\u4ec0\u4e48\u91cf\u5b50\u8ba1\u7b97\u975e\u8981\u57fa\u4e8e\u4e8c\u8fdb\u5236\uff1f\u4e3a\u4ec0\u4e48\u6211\u4eec\u4e0d\u80fd\u4ece\u4fe1\u606f\u8bba\u7684\u57fa\u672c\u539f\u7406\u91cd\u65b0\u5b9a\u4e49\u8ba1\u7b97\u7684\u672c\u8d28\uff1f\u300d</p>\n<p>\u8fd9\u4e24\u7c7b\u95ee\u9898\uff0cAI \u66f4\u64c5\u957f\u56de\u7b54\u54ea\u4e00\u7c7b\uff1f</p>\n<p>\u7b54\u6848\u663e\u800c\u6613\u89c1\uff1a<strong>AI \u80fd\u56de\u7b54\u79d1\u5b66\u5bb6 A \u7684\u95ee\u9898\uff0c\u4f46\u5f88\u96be\u63d0\u51fa\u79d1\u5b66\u5bb6 B \u7684\u95ee\u9898\u3002</strong></p>\n<p>\u56e0\u4e3a\u79d1\u5b66\u5bb6 B \u7684\u95ee\u9898\u4e0d\u5728\u73b0\u6709\u6846\u67b6\u5185\uff0c\u5b83\u4e0d\u662f\u300c\u5df2\u77e5\u4f53\u7cfb\u5185\u7684\u641c\u7d22\u300d\uff0c\u800c\u662f\u300c\u5bf9\u4f53\u7cfb\u672c\u8eab\u7684\u8d28\u7591\u548c\u91cd\u6784\u300d\u3002</p>\n<h2>\u4e13\u4e1a\u80fd\u529b\u7684\u300c\u6d6a\u8d39\u300d</h2>\n<p>\u8bf4\u5230\u8fd9\u91cc\uff0c\u6211\u60f3\u63d0\u51fa\u4e00\u4e2a\u53ef\u80fd\u6709\u70b9\u53cd\u5e38\u8bc6\u7684\u89c2\u70b9\uff1a</p>\n<p><strong>\u6211\u4eec\u82b1\u4e86\u5341\u51e0\u5e74\u57f9\u517b\u7684\u4e13\u4e1a\u80fd\u529b\uff0c\u5728 AI \u65f6\u4ee3\u53ef\u80fd\u662f\u4e00\u79cd\u5de8\u5927\u7684\u6d6a\u8d39\u3002</strong></p>\n<p>\u4e00\u4e2a\u4eba\u4ece\u672c\u79d1\u5f00\u59cb\u5b66\u7269\u7406\uff0c\u5230\u535a\u58eb\u6bd5\u4e1a\uff0c\u5230\u535a\u58eb\u540e\uff0c\u5230\u526f\u6559\u6388\uff0c\u5230\u6559\u6388\uff0c\u82b1\u4e86\u4e8c\u5341\u591a\u5e74\u5efa\u7acb\u7684\u4e13\u4e1a\u76f4\u89c9\uff0c\u5728 AI \u9762\u524d\u53ef\u80fd\u6beb\u65e0\u610f\u4e49\u3002</p>\n<p>\u4e0d\u662f\u8bf4\u77e5\u8bc6\u672c\u8eab\u6ca1\u6709\u4ef7\u503c\u3002\u77e5\u8bc6\u662f\u63d0\u51fa\u597d\u95ee\u9898\u7684\u57fa\u7840\u3002</p>\n<p>\u4f46<strong>\u77e5\u8bc6\u7684\u5784\u65ad\u6743\u88ab\u6253\u7834\u4e86</strong>\u3002\u4f60\u4e0d\u9700\u8981\u82b1\u4e8c\u5341\u5e74\u624d\u80fd\u7ad9\u5728\u67d0\u4e2a\u9886\u57df\u7684\u524d\u6cbf\uff0cAI \u53ef\u4ee5\u628a\u524d\u6cbf\u77e5\u8bc6\u5e73\u94fa\u5728\u4f60\u9762\u524d\uff0c\u4f60\u53ea\u9700\u8981\u5b66\u4f1a\u63d0\u95ee\u3002</p>\n<p>\u8fd9\u5c31\u597d\u50cf\u822a\u6d77\u65f6\u4ee3\uff0c\u4e00\u4e2a\u4f18\u79c0\u7684\u8239\u957f\u9700\u8981\u82b1\u5341\u51e0\u5e74\u5b66\u4f1a\u770b\u661f\u8c61\u3001\u8bfb\u6d77\u56fe\u3001\u9884\u6d4b\u98ce\u66b4\u3002</p>\n<p>\u7136\u540e GPS \u51fa\u73b0\u4e86\u3002</p>\n<p>\u4f60\u8bf4\uff0c\u8239\u957f\u8fd8\u9700\u8981\u90a3\u4e48\u4e13\u4e1a\u5417\uff1f</p>\n<p><strong>\u7b54\u6848\u662f\uff1a\u8239\u957f\u4e0d\u9700\u8981\u90a3\u4e48\u4e13\u4e1a\u4e86\uff0c\u4f46\u8239\u957f\u9700\u8981\u77e5\u9053\u7684\u662f\u2014\u2014\u6211\u4eec\u8981\u53bb\u54ea\u91cc\uff0c\u4ee5\u53ca\u4e3a\u4ec0\u4e48\u8981\u53bb\u90a3\u91cc\u3002</strong></p>\n<h2>\u79d1\u7814\u7684\u6c11\u4e3b\u5316</h2>\n<p>\u5f53\u4e13\u4e1a\u80fd\u529b\u7684\u95e8\u69db\u964d\u4f4e\uff0c\u79d1\u7814\u4f1a\u53d1\u751f\u4ec0\u4e48\uff1f</p>\n<p><strong>\u95e8\u69db\u964d\u4f4e\uff0c\u4f46\u8d21\u732e\u7684\u4e0a\u9650\u4f1a\u66f4\u9ad8\u3002</strong></p>\n<p>\u5386\u53f2\u4e0a\u6bcf\u4e00\u6b21\u77e5\u8bc6\u95e8\u69db\u7684\u964d\u4f4e\uff0c\u90fd\u5e26\u6765\u4e86\u66f4\u591a\u521b\u65b0\u3002</p>\n<p>\u6d3b\u5b57\u5370\u5237\u672f\u8ba9\u66f4\u591a\u4eba\u80fd\u8bfb\u4e66\uff0c\u800c\u4e0d\u662f\u53ea\u6709\u50e7\u4fa3\u548c\u8d35\u65cf\u3002</p>\n<p>\u4e92\u8054\u7f51\u8ba9\u66f4\u591a\u4eba\u80fd\u83b7\u53d6\u4fe1\u606f\uff0c\u800c\u4e0d\u662f\u53ea\u6709\u56fe\u4e66\u9986\u548c\u5b66\u672f\u673a\u6784\u3002</p>\n<p>AI \u8ba9\u66f4\u591a\u4eba\u80fd\u8c03\u7528\u4e13\u4e1a\u77e5\u8bc6\uff0c\u800c\u4e0d\u662f\u53ea\u6709\u9662\u58eb\u548c\u6559\u6388\u3002</p>\n<p>\u4f46\u8fd9\u91cc\u6709\u4e00\u4e2a\u5fae\u5999\u7684\u8f6c\u6298\uff1a<strong>\u95e8\u69db\u964d\u4f4e\u5e26\u6765\u7684\uff0c\u4e0d\u662f\u5e73\u5747\u6c34\u5e73\u7684\u63d0\u5347\uff0c\u800c\u662f\u5929\u624d\u5bc6\u5ea6\u7684\u589e\u52a0\u3002</strong></p>\n<p>\u4eba\u7c7b\u5386\u53f2\u4e0a\u6700\u4f1f\u5927\u7684\u79d1\u5b66\u7a81\u7834\uff0c\u5f80\u5f80\u6765\u81ea\u5c11\u6570\u51e0\u4e2a\u5929\u624d\u5728\u4ed6\u4eec\u7cbe\u529b\u6700\u65fa\u76db\u7684\u5e74\u7eaa\u505a\u51fa\u7684\u8d21\u732e\u3002</p>\n<p>\u725b\u987f\u5728\u4e8c\u5341\u591a\u5c81\u53d1\u660e\u4e86\u5fae\u79ef\u5206\uff0c\u53d1\u73b0\u4e86\u4e07\u6709\u5f15\u529b\u5b9a\u5f8b\u3002</p>\n<p>\u7231\u56e0\u65af\u5766\u5728\u4e8c\u5341\u516d\u5c81\u7684\u65f6\u5019\u53d1\u8868\u4e86\u76f8\u5bf9\u8bba\u3002</p>\n<p>\u9999\u519c\u5728\u4e8c\u5341\u591a\u5c81\u5efa\u7acb\u4e86\u4fe1\u606f\u8bba\u7684\u57fa\u7840\u3002</p>\n<p><strong>\u5f53\u77e5\u8bc6\u4e0d\u518d\u7a00\u7f3a\uff0c\u5929\u624d\u5c31\u66f4\u80fd\u4e13\u6ce8\u4e8e\u4ed6\u4eec\u771f\u6b63\u64c5\u957f\u7684\u4e8b\u60c5\u2014\u2014\u63d0\u51fa\u95ee\u9898\uff0c\u60f3\u8c61\u4e0d\u53ef\u80fd\u3002</strong></p>\n<h2>\u4e00\u4e2a\u9884\u8a00</h2>\n<p>\u6211\u6709\u4e00\u4e2a\u6ca1\u6709\u8bc1\u636e\u652f\u6491\u4f46\u575a\u4fe1\u7684\u5224\u65ad\uff1a</p>\n<p><strong>\u5728\u4e8c\u5341\u5e74\u5185\uff0c\u6700\u91cd\u8981\u7684\u79d1\u5b66\u53d1\u73b0\uff0c\u5c06\u6765\u81ea\u90a3\u4e9b\u300c\u5916\u884c\u300d\u800c\u4e0d\u662f\u300c\u4e13\u5bb6\u300d\u3002</strong></p>\n<p>\u4e0d\u662f\u56e0\u4e3a\u5916\u884c\u6bd4\u4e13\u5bb6\u66f4\u806a\u660e\uff0c\u800c\u662f\u56e0\u4e3a\u4e13\u5bb6\u88ab\u4e13\u4e1a\u6846\u67b6\u675f\u7f1a\u4e86\u60f3\u8c61\u529b\uff0c\u800c\u5916\u884c\u6ca1\u6709\u8fd9\u4e2a\u8d1f\u62c5\u3002</p>\n<p>\u5f53\u533b\u5b66\u4e13\u5bb6\u88ab\u300c\u75be\u75c5\u5fc5\u987b\u7531\u75c5\u539f\u4f53\u5f15\u8d77\u300d\u8fd9\u4e2a\u6846\u67b6\u675f\u7f1a\u65f6\uff0c\u662f\u5916\u884c\u60f3\u5230\u4e86\u300c\u4e5f\u8bb8\u80a0\u9053\u83cc\u7fa4\u5931\u8c03\u624d\u662f\u6839\u6e90\u300d\u3002</p>\n<p>\u5f53\u7269\u7406\u4e13\u5bb6\u88ab\u300c\u65f6\u7a7a\u5fc5\u987b\u662f\u8fde\u7eed\u7684\u300d\u8fd9\u4e2a\u6846\u67b6\u675f\u7f1a\u65f6\uff0c\u662f\u5916\u884c\u60f3\u5230\u4e86\u300c\u4e5f\u8bb8\u65f6\u7a7a\u662f\u79bb\u6563\u7684\u300d\u3002</p>\n<p>\u5f53 AI \u628a\u6240\u6709\u4e13\u4e1a\u77e5\u8bc6\u5e73\u94fa\u5728\u6240\u6709\u4eba\u9762\u524d\uff0c\u90a3\u4e9b\u4e0d\u53d7\u4e13\u4e1a\u6846\u67b6\u675f\u7f1a\u7684\u60f3\u8c61\u529b\uff0c\u5c06\u6210\u4e3a\u6700\u7a00\u7f3a\u7684\u8d44\u6e90\u3002</p>\n<h2>\u5199\u5728\u6700\u540e</h2>\n<p>\u6211\u4eec\u8fd9\u4e00\u4ee3\u4eba\uff0c\u7ecf\u5386\u4e86\u4e00\u6b21\u524d\u6240\u672a\u6709\u7684\u8ba4\u77e5\u9769\u547d\u3002</p>\n<p>\u5de5\u4e1a\u9769\u547d\u628a\u300c\u4f53\u529b\u52b3\u52a8\u300d\u53d8\u5f97\u5ec9\u4ef7\uff0c\u673a\u5668\u6bd4\u4eba\u66f4\u80fd\u642c\u4e1c\u897f\u3002</p>\n<p>\u4fe1\u606f\u9769\u547d\u628a\u300c\u8bb0\u5fc6\u300d\u53d8\u5f97\u5ec9\u4ef7\uff0c\u7535\u8111\u6bd4\u4eba\u66f4\u80fd\u5b58\u4fe1\u606f\u3002</p>\n<p>AI \u9769\u547d\u6b63\u5728\u628a\u300c\u4e13\u4e1a\u5224\u65ad\u300d\u53d8\u5f97\u5ec9\u4ef7\uff0cAI \u6bd4\u4eba\u66f4\u80fd\u505a\u4e13\u4e1a\u63a8\u7406\u3002</p>\n<p>\u4f46\u6bcf\u4e00\u6b21\u8fd9\u6837\u7684\u9769\u547d\uff0c\u90fd\u6ca1\u6709\u6d88\u706d\u4eba\u7c7b\uff0c\u800c\u662f\u8ba9\u4eba\u7c7b\u53bb\u505a\u66f4\u6709\u521b\u9020\u6027\u7684\u4e8b\u60c5\u3002</p>\n<p><strong>\u79d1\u7814\u4e0d\u9700\u8981\u4f60\u591a\u4e13\u4e1a\uff0c\u79d1\u7814\u9700\u8981\u7684\u662f\u90a3\u4e9b\u6562\u4e8e\u5bf9\u5df2\u77e5\u4e16\u754c\u63d0\u95ee\u7684\u4eba\u3002</strong></p>\n<p>\u5982\u679c\u4f60\u662f\u4e00\u4e2a\u5386\u53f2\u4e13\u4e1a\u4f46\u5bf9\u91cf\u5b50\u8ba1\u7b97\u597d\u5947\u7684\u4eba\uff0c\u53bb\u7814\u7a76\u5b83\u3002</p>\n<p>\u5982\u679c\u4f60\u662f\u4e00\u4e2a\u827a\u672f\u5bb6\u4f46\u5bf9\u57fa\u56e0\u7f16\u8f91\u6709\u60f3\u6cd5\u7684\u4eba\uff0c\u53bb\u60f3\u8c61\u5b83\u3002</p>\n<p>\u5982\u679c\u4f60\u662f\u4e00\u4e2a\u7a0b\u5e8f\u5458\u4f46\u5bf9\u7ecf\u6d4e\u5b66\u611f\u5174\u8da3\u7684\u4eba\uff0c\u53bb\u5efa\u6a21\u5b83\u3002</p>\n<p><strong>AI \u4f1a\u66ff\u4f60\u8865\u4e0a\u4e13\u4e1a\u77e5\u8bc6\u7684\u90e8\u5206\u3002\u4f60\u53ea\u9700\u8981\u505a\u4f60\u6700\u64c5\u957f\u7684\u4e8b\u60c5\u2014\u2014\u63d0\u95ee\uff0c\u60f3\u8c61\uff0c\u6784\u5efa\u90a3\u4e9b\u8fd8\u6ca1\u4eba\u60f3\u8fc7\u7684\u95ee\u9898\u3002</strong></p>\n<p>\u8fd9\u662f\u79d1\u7814\u7684\u672a\u6765\u3002\u4e5f\u662f\u4eba\u6700\u4e0d\u4f1a\u88ab\u66ff\u4ee3\u7684\u90e8\u5206\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/henry99a", 
        "name": "henry99a", 
        "avatar": "https://cdn.v2ex.com/avatar/49af/a3a1/8949_large.png?m=1777794568"
      }, 
      "url": "https://www.v2ex.com/t/1210097", 
      "date_modified": "2026-05-03T08:10:37+00:00", 
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      "date_published": "2026-05-03T08:09:59+00:00", 
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    {
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        "url": "https://www.v2ex.com/member/freekindom", 
        "name": "freekindom", 
        "avatar": "https://cdn.v2ex.com/gravatar/360dfe2af328e1ab2fe3b4907ef88beb?s=73&d=retro"
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\uff1f</strong></p>\n<p>\u6bd4\u5982\u5f3a\u5236\u793e\u4fdd\u4e4b\u6240\u4ee5\u80fd\u8fd0\u884c\uff0c\u4e0d\u53ea\u662f\u56e0\u4e3a\u5b83\u9053\u5fb7\u4e0a\u6b63\u786e\uff0c\u800c\u662f\u56e0\u4e3a\u5b83\u80cc\u540e\u6709\u56fd\u5bb6\u5f3a\u5236\u529b\u3001\u7a0e\u52a1\u4f53\u7cfb\u3001\u96c7\u4f63\u5173\u7cfb\u8ba4\u5b9a\u3001\u6cd5\u5f8b\u5904\u7f5a\u3001\u793e\u4f1a\u7a33\u5b9a\u76ee\u6807\uff0c\u4ee5\u53ca\u957f\u671f\u5f62\u6210\u7684\u5229\u76ca\u7ed3\u6784\u3002\uff08\u6362\u53e5\u8bdd\u8bf4\uff1a\u8001\u5927\u54e5\u5f88\u613f\u610f\u4ece\u4e2d\u6e14\u5229\uff09</p>\n<p>\u5982\u679c\u6ca1\u6709\u8fd9\u4e9b\uff0c\u5b83\u4e5f\u5f88\u96be\u9760\u4f01\u4e1a\u81ea\u613f\u7f34\u7eb3\u3002\uff08\u5373\u4f7f\u8fd9\u6837\uff0c\u5c0f\u8587\u4f01\u4e1a\u4e5f\u662f\u5927\u9762\u79ef\u8eb2\u907f\u793e\u4fdd\uff09</p>\n<p>\u6240\u4ee5\uff0c\u8bc4\u4ef7\u4e00\u4e2a\u5236\u5ea6\u8bbe\u8ba1\u65f6\uff0c\u9664\u4e86\u95ee\u201c\u5b83\u6700\u7ec8\u80fd\u4e0d\u80fd\u8ba9\u793e\u4f1a\u66f4\u516c\u5e73\u201d\uff0c\u8fd8\u8981\u95ee\uff1a</p>\n<p><strong>\u5b83\u5728\u65e9\u671f\u662f\u4e0d\u662f\u4e00\u4e2a\u5c40\u90e8\u5e15\u7d2f\u6258\u6539\u8fdb\uff1f</strong></p>\n<p>\u7b80\u5355\u8bf4\u5c31\u662f\uff1a</p>\n<p>\u81f3\u5c11\u6709\u4e00\u4e9b\u5173\u952e\u53c2\u4e0e\u65b9\u660e\u786e\u53d8\u597d\uff0c\u540c\u65f6\u4e0d\u8981\u8ba9\u5176\u4ed6\u5173\u952e\u53c2\u4e0e\u65b9\u5728\u77ed\u671f\u5185\u660e\u663e\u53d8\u5dee\u3002</p>\n<p>\u5982\u679c\u4e00\u4e2a\u65b9\u6848\u4e00\u4e0a\u6765\u5c31\u662f\uff1a</p>\n<p>\u4f01\u4e1a\u6210\u672c\u4e0a\u5347\uff1b</p>\n<p>\u6d88\u8d39\u8005\u6d41\u7a0b\u53d8\u590d\u6742\uff1b</p>\n<p>\u52b3\u52a8\u8005\u6536\u76ca\u4e0d\u786e\u5b9a\uff1b</p>\n<p>\u653f\u5e9c\u76d1\u7ba1\u8d1f\u62c5\u589e\u52a0\uff1b</p>\n<p>\u5e73\u53f0\u5408\u89c4\u98ce\u9669\u53d8\u9ad8\uff1b</p>\n<p>\u90a3\u5b83\u5c31\u5f88\u96be\u81ea\u7136\u6d41\u884c\u3002</p>\n<p>\u9664\u975e\u4f60\u6709\u5f3a\u5236\u529b\u3002</p>\n<p>\u5426\u5219\u5b83\u53ea\u80fd\u505c\u7559\u5728\u201c\u6211\u89c9\u5f97\u793e\u4f1a\u5e94\u8be5\u8fd9\u6837\u201d\u7684\u5c42\u9762\u3002</p>\n<p>\u8fd9\u4e5f\u662f\u6211\u770b\u5f88\u591a\u6280\u672f\u4e4c\u6258\u90a6\u65b9\u6848\u65f6\uff0c\u6700\u5927\u7684\u611f\u53d7\u3002</p>\n<p>\u5de5\u7a0b\u5e08\u5f88\u64c5\u957f\u8bbe\u8ba1\u7cfb\u7edf\u95ed\u73af\uff1a</p>\n<p>A \u4ea7\u751f B \uff0cB \u7ea6\u675f C \uff0cC \u53cd\u9988\u7ed9 A \u3002</p>\n<p>\u903b\u8f91\u4e0a\u5f88\u6f02\u4eae\u3002</p>\n<p>\u4f46\u793e\u4f1a\u7cfb\u7edf\u4e0d\u662f\u7a0b\u5e8f\u3002</p>\n<p>\u793e\u4f1a\u91cc\u6709\u5229\u76ca\u3001\u6709\u9003\u907f\u3001\u6709\u5957\u5229\u3001\u6709\u9ed1\u5e02\u3001\u6709\u7ec4\u7ec7\u52a8\u5458\u6210\u672c\u3001\u6709\u5408\u6cd5\u6027\u95ee\u9898\uff0c\u8fd8\u6709\u4e00\u4e2a\u5f88\u6734\u7d20\u7684\u95ee\u9898\uff1a</p>\n<p><strong>\u8c01\u5148\u5403\u4e8f\uff1f</strong></p>\n<p>\u5982\u679c\u4e00\u4e2a\u5236\u5ea6\u8981\u6c42\u7b2c\u4e00\u6279\u53c2\u4e0e\u8005\u5148\u627f\u62c5\u6210\u672c\uff0c\u800c\u6536\u76ca\u8981\u7b49\u5168\u793e\u4f1a\u90fd\u52a0\u5165\u4e4b\u540e\u624d\u51fa\u73b0\uff0c\u90a3\u5b83\u57fa\u672c\u5c31\u65e0\u6cd5\u5e02\u573a\u5316\u6269\u6563\u3002</p>\n<p>\u56e0\u4e3a\u5148\u52a0\u5165\u7684\u4eba\u4f1a\u88ab\u4e0d\u52a0\u5165\u7684\u4eba\u6253\u8d25\u3002</p>\n<p>\u8fd9\u4e0d\u662f\u9053\u5fb7\u95ee\u9898\uff0c\u800c\u662f\u535a\u5f08\u7ed3\u6784\u95ee\u9898\u3002</p>\n<p>\u6240\u4ee5\u6211\u89c9\u5f97\uff0c\u5982\u679c\u7c7b\u4f3c\u201c\u5c31\u4e1a\u8d21\u732e\u8d27\u5e01\u201d\u8fd9\u79cd\u65b9\u6848\u771f\u8981\u73b0\u5b9e\u5316\uff0c\u53ef\u80fd\u4e0d\u80fd\u4e00\u5f00\u59cb\u5c31\u505a\u6210\u8d27\u5e01\uff0c\u66f4\u4e0d\u80fd\u4e00\u4e0a\u6765\u5c31\u505a\u6210\u4f01\u4e1a\u9500\u552e\u8bb8\u53ef\u3002</p>\n<p>\u66f4\u73b0\u5b9e\u7684\u8def\u5f84\uff1a</p>\n<p>\u7b2c\u4e00\u6b65\uff0c\u505a\u5c31\u4e1a\u8d21\u732e\u8ba4\u8bc1\u3002</p>\n<p>\u7b2c\u4e8c\u6b65\uff0c\u5e73\u53f0\u7ed9\u8ba4\u8bc1\u4f01\u4e1a\u6d41\u91cf\u6807\u7b7e\u3002</p>\n<p>\u7b2c\u4e09\u6b65\uff0c\u653f\u5e9c\u628a\u8fd9\u4e9b\u6307\u6807\u63a5\u5165\u8865\u8d34\u3001\u7a0e\u6536\u62b5\u6263\u3001\u4f4e\u606f\u8d37\u6b3e\u3001\u653f\u5e9c\u91c7\u8d2d\u3002</p>\n<p>\u7b2c\u56db\u6b65\uff0c\u7b49\u6807\u51c6\u6210\u719f\u3001\u6570\u636e\u53ef\u4fe1\u3001\u4ea7\u4e1a\u63a5\u53d7\u4e4b\u540e\uff0c\u518d\u5bf9\u90e8\u5206\u9ad8\u5ea6\u81ea\u52a8\u5316\u3001\u5e73\u53f0\u5784\u65ad\u3001\u5f3a\u516c\u5171\u8d44\u6e90\u4f9d\u8d56\u7684\u884c\u4e1a\u5f15\u5165\u66f4\u5f3a\u7ea6\u675f\u3002</p>\n<p>\u4e5f\u5c31\u662f\u8bf4\uff0c\u5b83\u5e94\u8be5\u5148\u4ece\u201c\u5956\u52b1\u521b\u9020\u9ad8\u8d28\u91cf\u5c31\u4e1a\u201d\u5f00\u59cb\uff0c\u800c\u4e0d\u662f\u4e00\u5f00\u59cb\u5c31\u201c\u60e9\u7f5a\u4e0d\u96c7\u4eba\u7684\u4f01\u4e1a\u201d\u3002\uff08\u4ec5\u589e\u52a0\u653f\u5e9c\u7684\u884c\u653f\u6210\u672c\uff09</p>\n<p>\u603b\u7ed3\u4e00\u4e0b\uff1a</p>\n<p>\u4efb\u4f55\u89e3\u51b3\u65b9\u6848\uff0c\u90fd\u4e0d\u80fd\u8df3\u8fc7\u653f\u6cbb\u5b66\u548c\u793e\u4f1a\u5b9e\u8df5\u4e2d\u7684\u57fa\u672c\u95ee\u9898\uff1a</p>\n<p>\u8c01\u53d7\u76ca\uff1f</p>\n<p>\u8c01\u53d7\u635f\uff1f</p>\n<p>\u8c01\u5148\u52a0\u5165\uff1f</p>\n<p>\u8c01\u6765\u6267\u884c\uff1f</p>\n<p>\u8c01\u6765\u76d1\u7ba1\uff1f</p>\n<p>\u5957\u5229\u600e\u4e48\u529e\uff1f</p>\n<p>\u4e0d\u52a0\u5165\u7684\u4eba\u4f1a\u4e0d\u4f1a\u66f4\u6709\u4f18\u52bf\uff1f</p>\n<p>\u5236\u5ea6\u8bbe\u8ba1\u6700\u96be\u7684\u5730\u65b9\uff0c\u4e0d\u662f\u753b\u51fa\u7ec8\u5c40\u84dd\u56fe\uff0c\u800c\u662f\u8bbe\u8ba1\u4e00\u6761\u80fd\u4ece\u73b0\u5b9e\u8d70\u8fc7\u53bb\u7684\u8def\u3002</p>\n<p>\u5f88\u591a\u65b9\u6848\u6b7b\u5c31\u6b7b\u5728\u8fd9\u91cc\uff1a</p>\n<p>\u7ec8\u5c40\u5f88\u7f8e\uff0c\u5165\u53e3\u5f88\u7a84\u3002</p>\n", 
      "date_published": "2026-05-02T01:38:27+00:00", 
      "title": "\u4ece\u4e00\u4e2a\u201c\u9006\u5411\u8d27\u5e01\u201d\u5e16\u5b50\u60f3\u5230\uff1a\u5236\u5ea6\u8bbe\u8ba1\u4e0d\u80fd\u53ea\u770b\u7ec8\u5c40\uff0c\u8fd8\u8981\u770b\u51b7\u542f\u52a8", 
      "id": "https://www.v2ex.com/t/1209932"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/shoushen", 
        "name": "shoushen", 
        "avatar": "https://cdn.v2ex.com/gravatar/cffcd5e68c019a57850812cec3b89336?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1209764", 
      "title": "\u76ee\u524d agent \u8fd8\u662f\u84dd\u6d77\u5e02\u573a\uff0c\u673a\u4f1a\u5f88\u5927", 
      "id": "https://www.v2ex.com/t/1209764", 
      "date_published": "2026-04-30T15:03:55+00:00", 
      "content_html": "<p>agent \u7684\u5f00\u53d1\u96be\u5ea6\u5e76\u4e0d\u5927\uff0c\u5f53\u662f\u9700\u8981\u5f88\u591a\u7684\u9886\u57df\u77e5\u8bc6\uff0c\u800c\u8fd9\u5c31\u6784\u6210\u4e86\u4e00\u5b9a\u7684\u95e8\u69db\u3002\n\u5982\u679c\u4f60\u5bf9\u67d0\u4e2a\u884c\u4e1a\u7684\u4e1a\u52a1\u573a\u666f\u6bd4\u8f83\u4e86\u89e3\uff0c\u6211\u5efa\u8bae\u53ef\u4ee5\u8003\u8651\u5f00\u53d1\u4e00\u4e2a\u9002\u914d\u5177\u4f53\u4e1a\u52a1\u573a\u666f\u7684 agent \u5de5\u5177\u3002\n\u6bd4\u5982 anthropic \u7684 cc \u672c\u8d28\u5c31\u662f\u4e00\u4e2a\u8f6f\u4ef6\u5f00\u53d1\u9886\u57df\u7684 agent \u3002\n\u4e2d\u56fd\u6709\u8fd9\u4e48\u591a\u7684\u5236\u9020\u4e1a\uff0c\u5b58\u5728\u5f88\u591a\u7684\u673a\u4f1a\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/beyondstars", 
        "name": "beyondstars", 
        "avatar": "https://cdn.v2ex.com/avatar/c417/2dec/485202_large.png?m=1772982907"
      }, 
      "url": "https://www.v2ex.com/t/1209496", 
      "title": "\u6570\u5b57\u5e94\u7528\u4ea4\u4e92\u8303\u5f0f\u7684\u8f6c\u79fb", 
      "id": "https://www.v2ex.com/t/1209496", 
      "date_published": "2026-04-29T14:22:51+00:00", 
      "content_html": "<p>\u6084\u7136\u4e4b\u95f4\uff0c\u8f6f\u4ef6\u4ea4\u4e92\u7684\u8303\u5f0f\u53d1\u751f\u4e86\u8f6c\u53d8\uff0c\u5177\u4f53\u4f53\u73b0\u5728\uff1a\u6570\u5b57\u670d\u52a1\u548c\u6570\u5b57\u4ea7\u54c1\u7684\u4e3b\u8981\u7528\u6237\u754c\u9762 (user interface) \u53d1\u751f\u4e86\u6539\u53d8\u3002</p>\n<p>1970s-1999: \u547d\u4ee4\u4f5c\u4e3a\u63a5\u53e3 (command as an interface, CaaI)</p>\n<p>\u4eba\u4eec\u5728 tty \u4e0a\u6572\u51fa\u547d\u4ee4\uff0c\u8ba1\u7b97\u673a\u901a\u8fc7\u547d\u4ee4\u884c\u754c\u9762\u8fd4\u56de\u7ed3\u679c\u3002\u5178\u578b\u7684\u4ee3\u8868\uff1a\u78c1\u76d8\u4f5c\u4e1a\u7cfb\u7edf DOS, unix, \u4e0d\u5e26\u56fe\u5f62\u754c\u9762\u7684 linux, bsd \u3002</p>\n<p>\u5982\u679c\u4f60\u6572\u9519\u547d\u4ee4\uff0c\u540e\u679c\u662f UB \uff0c\u53ef\u80fd\u6ca1\u4ec0\u4e48\u4e8b\u53ea\u662f\u6253\u5370\u4e00\u4e9b\u9519\u8bef\u4fe1\u606f\uff0c\u4e5f\u53ef\u80fd\u5f88\u4e25\u91cd\uff0c\u751a\u81f3\u4e5f\u53ef\u80fd\u8ba9\u4f60\u7684\u7535\u8111\u518d\u4e5f\u8d77\u4e0d\u6765\u3002</p>\n<p>2000-2009: \u89c6\u7a97\u4f5c\u4e3a\u63a5\u53e3 (window as an interface, WaaI)</p>\n<p>\u4eba\u4eec\u79bb\u4e0d\u5f00\u5f69\u8272\u663e\u793a\u5668\u3001\u9f20\u6807\u548c\u952e\u76d8\uff0c\u4f60\u8981\u505a\u4ec0\u4e48\u5c31\u901a\u8fc7\u6253\u5f00\u4e00\u4e2a\u7a97\u53e3\u6765\u64cd\u4f5c\uff0c\u5178\u578b\u7684\u4ee3\u8868\uff1aWindows XP \u64cd\u4f5c\u7cfb\u7edf\uff0cMicrosoft Office \u529e\u516c\u5957\u4ef6\uff0cAutoCAD \u8bbe\u8ba1\u8f6f\u4ef6\uff0cPhotoShop \u56fe\u7247\u5904\u7406\u8f6f\u4ef6\uff0c\u5343\u5343\u7cbe\u542c\uff0cACDSee \u770b\u56fe\u8f6f\u4ef6\u3002Windows \u64cd\u4f5c\u7cfb\u7edf\u7684\u5404\u79cd Wizard \u5411\u5bfc\u754c\u9762\u3002\u4f60\u8981\u62e8\u53f7\u4e0a\u7f51\uff0c\u4f60\u53ef\u4ee5\u6253\u5f00\u65b0\u5efa\u7f51\u7edc\u8fde\u63a5\u5411\u5bfc\u3002\u4f60\u8981\u5b89\u88c5\u9a71\u52a8\uff0c\u53ef\u4ee5\u5728\u9a71\u52a8\u5b89\u88c5\u5411\u5bfc\u8fdb\u884c\u3002\u5f88\u591a\u4e8b\u60c5\u90fd\u662f\u5728\u89c6\u7a97\u4e0a\u8fdb\u884c\u7684\u3002\u5c31\u8fde\u6a21\u62df\u4e4b\u524d\u7684\u4f7f\u7528\u4e60\u60ef\uff0c\u90fd\u6709\u4e00\u4e2a\u53eb\u505a ms-dos \u65b9\u5f0f\uff0c\u4e5f\u662f\u4e00\u4e2a\u89c6\u7a97\u3002</p>\n<p>2010-2025: \u670d\u52a1\u4f5c\u4e3a\u63a5\u53e3 (service as an interface, SaaI)</p>\n<p>\u8fd9\u91cc\u7684\u670d\u52a1\u53ef\u4ee5\u662f web \u670d\u52a1\uff0c\u53ef\u4ee5\u662f app \u670d\u52a1\uff0c\u4eba\u4eec\u4e0d\u518d\u5173\u5fc3\u8f6f\u4ef6\u662f\u5b89\u88c5\u5728\u54ea\u91cc\uff0c\u4eba\u4eec\u53ef\u4ee5\u5728\u624b\u673a\u3001\u7535\u8111\u3001\u5e73\u677f\u4e0a\u8bbf\u95ee\u670d\u52a1\uff0c\u670d\u52a1\u7684\u5b58\u5728\u5f62\u5f0f\u53ef\u4ee5\u662f\u4e00\u4e2a app, \u4e00\u4e2a\u7f51\u9875\u3002\u6211\u4e0d\u9700\u8981\u77e5\u9053\u5b89\u88c5\u5305\u7684\u6982\u5ff5\uff0c\u6211\u4e0d\u9700\u8981\u533a\u5206 .msi \u548c .exe \u7684\u533a\u522b\uff0c\u6211\u751a\u81f3\u4e0d\u9700\u8981\u77e5\u9053\u6587\u4ef6\u8def\u5f84\u7684\u6982\u5ff5\u3002\u4e00\u5207\u90fd\u53ef\u4ee5\u662f\u4e91\u5316\u7684\uff0c\u670d\u52a1\u5316\u7684\u3002Photoshop, Office \u90fd\u6709\u4e86 web \u7248\u7684\uff0cvscode \u4e5f\u6709\u4e86 web \u7248\u7684\uff0cgoogle workspace \u57fa\u672c\u90fd\u662f\u57fa\u4e8e web \u7684\u3002</p>\n<p>\u4f60\u7684\u6574\u5957\u5de5\u4f5c\u6d41\u7a0b\u90fd\u53ef\u4ee5\u5728\u4e91\u4e0a\uff0c\u4f60\u8981\u5199\u4e00\u4efd\u5c0f\u8bf4\uff0c\u4f60\u53ef\u4ee5\u5728 google drive \u65b0\u5efa\u4e00\u4e2a document \uff0c\u7136\u540e\u5728 web \u7aef\u7f16\u8f91\uff0c\u7136\u540e\u4fdd\u5b58\u5728\u7f51\u76d8\uff0c\u672c\u5730\u78c1\u76d8\u53ef\u4ee5\u4e0d\u5b58\u4ec0\u4e48\u4e1c\u897f\u3002</p>\n<p>\u4f60\u8981\u770b\u7535\u5f71\uff0c\u542c\u97f3\u4e50\uff0c\u90fd\u53ef\u4ee5\u627e\u5230\u5bf9\u5e94\u7684\u670d\u52a1/web/app \uff0c\u4f60\u4e0d\u9700\u8981\u5728\u684c\u9762\u6253\u5f00\u4e00\u4e2a\u89c6\u7a97\uff0c\u4e5f\u4e0d\u9700\u8981\u5b89\u88c5\u4ec0\u4e48\u5e38\u9a7b\u8f6f\u4ef6\uff0c\u770b\u7535\u5f71\u6709 netflix,\u542c\u97f3\u4e50\u6709 spotify \u7b49\u7b49\u3002</p>\n<p>\u5178\u578b\u7684\u4ee3\u8868\u6848\u4f8b\uff1aAWS (Amazon Web Service), TikTok.app, RedNote.app, \u5fae\u4fe1\u5c0f\u7a0b\u5e8f\uff0c\u5404\u79cd\u7f51\u9875\u7aef\u7684\u653f\u52a1\u529e\u516c\u7cfb\u7edf\uff0c\u5404\u79cd\u540e\u53f0\u7ba1\u7406\u7cfb\u7edf\uff0c\u6570\u5b57\u5927\u5c4f/\u6570\u5b57\u5b6a\u751f dashboard \u3002</p>\n<p>2026-now: \u81ea\u7136\u8bed\u8a00\u4f5c\u4e3a\u63a5\u53e3 (Language as an interface, LaaI)</p>\n<p>\u4eba\u4eec\u4e0d\u9700\u8981\u8bb0\u5fc6\u547d\u4ee4\u884c\u53c2\u6570\uff0c\u6211\u4e0d\u9700\u8981\u77e5\u9053 sed, awk, ffmpeg, git \u7684\u5404\u79cd\u7528\u6cd5\uff0c\u6211\u4e5f\u4e0d\u9700\u8981\u8bb0\u5fc6\u7f51\u5740\uff0c\u6211\u4e0d\u9700\u8981\u5b89\u88c5\u5e94\u7528\u3002\u6709 AI \u53ef\u4ee5\u5e2e\u6211\u81ea\u52a8\u5e72\u5404\u79cd\u6742\u6d3b\uff0cAI \u628a\u6211\u7684\u4e0d\u90a3\u4e48\u901a\u987a\u7684\u53e3\u8bed\uff0c\u8bf4\u4e00\u534a\u6f0f\u4e00\u534a\u7684\u53e3\u8bed\uff0c\u8868\u8fbe\u4e0d\u6e05\u695a\u7684\u53e3\u8bed\u8f6c\u6362\u6210 API \u7684\u8c03\u7528\uff0ctools \u7684\u8c03\u7528\uff0cAI \u518d\u628a\u5de5\u5177\u8fd4\u56de\u7684\u7ed3\u679c\u8fdb\u884c\u89e3\u6790\u548c\u5206\u6790\uff0c\u4ece\u4e1a\u52a1\u903b\u8f91\u7684\u89c6\u89d2\u8fdb\u884c\u5c55\u793a\u548c\u89e3\u91ca\u3002</p>\n<p>\u4e8b\u5b9e\u4e0a\uff0c\u8fd9\u4e9b\u9636\u6bb5\u6ca1\u6709\u4e00\u4e2a\u660e\u786e\u7684\u754c\uff0c\u754c\u53ef\u4ee5\u662f\u6a21\u7cca\u7684\uff0c\u8fd9\u4e9b\u9636\u6bb5\u4e5f\u53ef\u4ee5\u662f\u91cd\u53e0\u7684\u3002</p>\n<p>\u5373\u4f7f\u5728\u4eca\u5929\uff0csed, awk \u8fd9\u4e9b cli \u4e5f\u8fd8\u5728\u7528\uff0c\u6240\u4ee5\u4f60\u4e0d\u80fd\u8bf4\u6211\u4eec\u5df2\u7ecf\u5f7b\u5e95\u6446\u8131\u4e86 cli \u3002</p>\n<p>\u5176\u5b9e\u66f4\u50cf\u662f\u4e00\u4e9b\u5e76\u884c\u7684\u7518\u7279\u56fe\uff1a</p>\n<pre><code>CaaI: --------------------------------------\nWaaI:                  ---------------------\nSaaI:                             ----------\nLaaI:                                      -\n</code></pre>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/shoushen", 
        "name": "shoushen", 
        "avatar": "https://cdn.v2ex.com/gravatar/cffcd5e68c019a57850812cec3b89336?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1209069", 
      "title": "\u4e0b\u4e00\u4ee3\u201c\u7f16\u7a0b\u8bed\u8a00\u201d\u7684\u778e\u60f3", 
      "id": "https://www.v2ex.com/t/1209069", 
      "date_published": "2026-04-28T04:20:53+00:00", 
      "content_html": "<p>\u4e0b\u4e00\u4ee3\u201c\u7f16\u7a0b\u8bed\u8a00\u201d\u7684\u778e\u60f3\n\u65b0\u4e00\u4ee3\u7684\u7f16\u7a0b\u8bed\u8a00\uff0c\u5c06\u5f7b\u5e95\u98a0\u8986\u73b0\u5728\u7684\u8f6f\u4ef6\u5f00\u53d1\u751f\u6001\u3002\n\u672a\u6765\u7684\u8f6f\u4ef6\uff0c\u4e0d\u518d\u662f\u4ee5\u8f6f\u4ef6\u5305\u7684\u5f62\u5f0f\u53d1\u5e03\uff0c\u800c\u662f\u4e00\u6bb5\u5982\u4f55\u5b9e\u73b0\u529f\u80fd\u7684\u63d0\u793a\u8bcd\u3002\n\u6bcf\u4e2a\u4eba\u90fd\u6709\u4e00\u4e2a\u81ea\u5df1\u7684\u8f6f\u4ef6\u5e73\u53f0\uff08\u65b0\u4e00\u4ee3\u7684\u4ee3\u7801\u7f16\u8bd1\u5668\uff09\uff0c\u5f53\u9700\u8981\u589e\u52a0\u4ec0\u4e48\u529f\u80fd\uff0c\u76f4\u63a5\u4e0b\u8f7d\u9700\u8981\u7684\u63d0\u793a\u8bcd\uff0c\u8f6f\u4ef6\u5e73\u53f0\u6839\u636e\u7528\u6237\u7684\u4e2a\u6027\u5316\u9700\u6c42\uff0c\u901a\u8fc7\u8f6f\u4ef6\u5e73\u53f0\u8fdb\u884c\u5177\u4f53\u7684\u7f16\u7801\u5b9e\u73b0\u3002</p>\n<p>\u76ee\u524d\u7684 agent + skills \u7684\u65b9\u6848\uff0c\u5df2\u7ecf\u6709\u70b9\u96cf\u5f62\u7684\u611f\u89c9\u4e86\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/kenshinhu", 
        "name": "kenshinhu", 
        "avatar": "https://cdn.v2ex.com/avatar/4b84/2771/88764_large.png?m=1772689002"
      }, 
      "url": "https://www.v2ex.com/t/1208712", 
      "date_modified": "2026-04-27T02:04:01+00:00", 
      "content_html": "<p>\u73b0\u5728\u770b\u5230\u5f88\u591a coding plan \u90fd\u7528\u4e0d\u5b8c\uff0c\u5c31\u60f3\u6709\u6ca1\u6709\u79cd\u5e73\u53f0\u662f\u53ef\u4ee5\u4ee5\u4e00\u5b9a\u7684\u4ef7\u683c\u56de\u6536\u8fd9\u79cd token </p>\n<p>\u4e4b\u540e\u518d\u8f6c\u7ed9\u8fd9\u4e2a\u5e73\u53f0\u7684\u5176\u4ed6\u7528\u6237\u53ef\u4ece\u516c\u76ca\u7684\u89d2\u5ea6\u51fa\u53d1\u4ee5\u7ed9\u6709\u9700\u6c42\u7684\u4eba\uff1f</p>\n<p>\u6280\u672f\u4e0a\u6211\u89c9\u5f97\u597d\u50cf\u53c8\u53ef\u4ee5\u901a\u8fc7\u4e2d\u8f6c\u6280\u672f\u5b9e\u73b0\u4ee5\u65b9\u4fbf \u4f9b\u5e94\u65b9\u7684 Auth \u6cc4\u9732\uff1b</p>\n<p>\u5927\u5bb6\u89c9\u5f97\u8fd9\u4e2a\u70b9\u5b50\u5982\u4f55\uff1f\uff1f</p>\n<p>\u6211\u8fd8\u6ca1\u4e3a\u8fd9\u4e2a\u60f3\u6cd5\u505a\u9879\u76ee\u3002\u3002\u3002\u3002T_T</p>\n", 
      "date_published": "2026-04-27T01:03:06+00:00", 
      "title": "\u6709\u6ca1\u6709\u4e00\u79cd\u4e2d\u8f6c\u662f\u53ef\u4ee5\u628a\u7528\u4e0d\u5b8c\u7684 Token/ coding plan \u8f6c\u5356\u7ed9\u522b\u4eba\uff1f", 
      "id": "https://www.v2ex.com/t/1208712"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/largep", 
        "name": "largep", 
        "avatar": "https://cdn.v2ex.com/avatar/a87a/8158/401470_large.png?m=1776991043"
      }, 
      "url": "https://www.v2ex.com/t/1208164", 
      "title": "\u60f3\u505a\u4e2a\u6709\u771f\u5b9e\u957f\u65f6\u8bb0\u5fc6\u548c\u591a\u4eba\u623f\u95f4\u7684 AI \u89d2\u8272\u626e\u6f14\u5e73\u53f0\uff0c\u5927\u5bb6\u770b\u770b\u6709\u6ca1\u6709\u641e\u5934", 
      "id": "https://www.v2ex.com/t/1208164", 
      "date_published": "2026-04-24T01:21:15+00:00", 
      "content_html": "<p>\u4e8b\u60c5\u80cc\u666f\uff1a</p>\n<p>\u505a\u5b8c<a href=\"https://sichang.xyz\" rel=\"nofollow\">\u601d\u7545 AI</a>\u7684\u89d2\u8272\u5e7f\u573a\u540e\uff0c\u53d1\u73b0\u4f7f\u7528\u7684\u4eba\u5f88\u5c11\ud83d\ude22\uff0c\u6211\u5728\u60f3\u600e\u4e48\u63d0\u9ad8\u7c98\u6027\uff0c\u589e\u52a0\u7528\u6237\u7684\u7559\u5b58\u3002\n\u8fd9\u65f6\u4e5f\u770b\u4e86\u5176\u4ed6\u51e0\u5bb6\u7ade\u54c1\uff0c\u5305\u62ec <a href=\"http://Character.AI\" rel=\"nofollow\">Character.AI</a> / SillyTavern / \u661f\u591c / \u732b\u7bb1\uff0c\u8981\u4e48\u957f\u671f\u8bb0\u5fc6\u80fd\u529b\u5dee\uff0c\u8981\u4e48\u6ca1\u6cd5\u591a\u4eba\u4e92\u52a8\u3002\n\u540c\u65f6\u6211\u4e5f\u5728\u7814\u7a76 Hermes Agent \u7684\u673a\u5236\uff0c\u5c24\u5176\u662f \u5185\u5728\u53cd\u601d\u5c42 \u548c \u8de8\u4f1a\u8bdd\u8bb0\u5fc6\u5c42(Honcho)\uff0c\u6211\u5c31\u5728\u60f3\u628a Hermes Agent \u548c Role Play \u7ed3\u5408\u8d77\u6765\u641e\uff0c\u662f\u4e0d\u662f\u5c31\u4f1a\u597d\u73a9\u5f88\u591a\uff1f</p>\n<p>\u5b9e\u73b0\u76ee\u6807\uff1a</p>\n<ol>\n<li>AI \u4f1a\u8bdd\u524d\u5185\u5728\u63a8\u7406\uff0cAI \u5728\u751f\u6210\u56de\u590d\u524d\u5148\u8dd1\u4e00\u6b21\u63a8\u7406\uff0c\u786e\u5b9a\u300c\u6211\u73b0\u5728\u5bf9\u8fd9\u4e2a\u4eba\u7684\u4fe1\u4efb\u5ea6\u662f\u591a\u5c11\u300d\u300c\u8fd9\u53e5\u8bdd\u89e6\u53d1\u4e86\u6211\u54ea\u4e9b\u8bb0\u5fc6\u300d\u300c\u6211\u7684\u6027\u683c\u56e0\u4e3a\u8fd9\u6bb5\u5173\u7cfb\u6f02\u79fb\u4e86\u591a\u5c11\u300d</li>\n<li>\u771f\u6b63\u7684\u8de8\u4f1a\u8bdd\u957f\u671f\u8bb0\u5fc6\uff0c\u51e0\u767e\u6761\u524d\u8bb2\u7684\u4e00\u4ef6\u7279\u522b\u7684\u4e8b\u60c5\u8fd8\u4f1a\u5f71\u54cd\u8ddf\u89d2\u8272\u7684\u4e92\u52a8\u3002</li>\n<li>\u591a\u4eba\u623f\u95f4\uff0c\u6700\u591a 6 \u4eba\u5171\u7528\u4e00\u4e2a AI \u89d2\u8272\uff0cAI \u5bf9\u6bcf\u4e2a\u4eba\u7ef4\u62a4\u72ec\u7acb\u7684\u597d\u611f\u5ea6/\u8bb0\u5fc6\u5207\u7247\u3002</li>\n</ol>\n<p>(2/3 \u4e3b\u8981\u5229\u7528 Honcho \u6765\u5b9e\u73b0)</p>\n<p>\u6b22\u8fce\u5bf9\u8fd9\u4e2a\u8bdd\u9898\u611f\u5174\u8da3\u7684\u4eba\u62cd\u7816\uff0c\u5c24\u5176\u662f \u5bf9\u89d2\u8272\u626e\u6f14\u7c7b\u6e38\u620f/\u5e94\u7528\u611f\u5174\u8da3\u7684 V \u53cb \ud83d\ude4c</p>\n<p>\u5982\u679c\u7684\u786e\u4e0d\u9760\u8c31\uff0c\u4e5f\u8bf7\u628a\u6211\u8fd9\u4e2a\u5ff5\u5934\u63d0\u524d\u6390\u706d...</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/v2Donuts", 
        "name": "v2Donuts", 
        "avatar": "https://cdn.v2ex.com/avatar/31f9/d0a9/336511_large.png?m=1685354562"
      }, 
      "url": "https://www.v2ex.com/t/1208086", 
      "title": "\u600e\u4e48\u7528 gpt image2 \u751f\u6210\u7279\u79bb\u8c31\u548c\u641e\u4e8b\u65e9\u82d7\u7684\u56fe\u7247\uff1f", 
      "id": "https://www.v2ex.com/t/1208086", 
      "date_published": "2026-04-23T10:33:55+00:00", 
      "content_html": "\u770b\u5230\u597d\u591a\u4ec0\u4e48\u4f60\u7684\u540d\u5b57\uff0c\u5976\u7c89\u5e7f\u544a\u7684\u56fe\u7247\uff0c\u53ef\u662f\u81ea\u5df1\u505a\u7684\u65f6\u5019\u7ecf\u5e38\u5361\u4f4f\u6216\u8005\u88ab\u62d2\u7edd\u4e86\uff0c\u8fd9\u79cd\u90fd\u662f\u600e\u4e48\u5199\u63d0\u793a\u8bcd\u7684\uff1f"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/foolherb", 
        "name": "foolherb", 
        "avatar": "https://cdn.v2ex.com/avatar/6d79/0117/501130_large.png?m=1779505129"
      }, 
      "url": "https://www.v2ex.com/t/1207799", 
      "date_modified": "2026-04-22T10:04:32+00:00", 
      "content_html": "<p>\u4eca\u5929\u770b\u5230\u4e00\u7bc7\u8fd9\u4e2a\u6587\u7ae0<a href=\"https://mp.weixin.qq.com/s/R8r4WSi1eEh0r0Uwxo_5dA\" rel=\"nofollow\" title=\"\u6211\u4eec\u53d1\u73b0\u4e86 Hermes Agent \u7684\u7b2c\u4e00\u4e2a\u8fdc\u7a0b\u4ee3\u7801\u6267\u884c\u6f0f\u6d1e\uff0c\u4f46\u8fd9\u5df2\u7ecf\u4e0d\u91cd\u8981\u4e86\">\u6211\u4eec\u53d1\u73b0\u4e86 Hermes Agent \u7684\u7b2c\u4e00\u4e2a\u8fdc\u7a0b\u4ee3\u7801\u6267\u884c\u6f0f\u6d1e\uff0c\u4f46\u8fd9\u5df2\u7ecf\u4e0d\u91cd\u8981\u4e86</a>  \u5927\u7ea6\u5c31\u662f\u4e3b\u52a8\u9632\u5fa1+\u514d\u75ab\u7cfb\u7edf\uff1b</p>\n<p>\u968f\u4fbf\u778e\u60f3\uff0c\u672a\u6765\u5b89\u5168\u884c\u4e1a\u4f1a\u4e0d\u4f1a\u4ece\u73b0\u5728\u7684\u5356\u9632\u706b\u5899\uff0c\u53d8\u6210\u5356\u75ab\u82d7</p>\n", 
      "date_published": "2026-04-22T10:04:05+00:00", 
      "title": "AI \u75ab\u82d7\u4e48\u3002\u3002", 
      "id": "https://www.v2ex.com/t/1207799"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/abc0123xyz", 
        "name": "abc0123xyz", 
        "avatar": "https://cdn.v2ex.com/avatar/b2d3/f02a/506371_large.png?m=1760332680"
      }, 
      "url": "https://www.v2ex.com/t/1207499", 
      "date_modified": "2026-04-21T08:30:12+00:00", 
      "content_html": "<p>\u7ecf\u8fc7\u8fd9\u4e00\u4e2a\u6708\u5404\u5bb6\u82b1\u5f0f\u7f29\u6c34\u3001\u6da8\u4ef7\u3001\u4e0b\u67b6\u4e4b\u540e</p>\n<hr/>\n<p>\u4e5f\u6709\u53ef\u80fd\u51fa\u73b0\u53e6\u4e00\u79cd\u60c5\u51b5\uff0c\u591c\u95f4\u4f7f\u7528\u4eba\u6570\u8f83\u5c11\uff0c\u7b97\u529b\u6253\u6298\uff0c\u51fa\u73b0\u665a\u4e0a\u4e0a\u73ed\u7684 it \u516c\u53f8\ud83d\ude02<br/>\n996 \u5927\u5c0f\u5468\u4e4b\u5916 \u51fa\u73b0\u4e00\u4e2a\u65b0\u8bcd \u591c\u73ed it(dog)</p>\n", 
      "date_published": "2026-04-21T08:21:57+00:00", 
      "title": "\u53ea\u8981\u7b97\u529b\u4f9d\u65e7\u77ed\u7f3a\uff0c\u5404\u5bb6\u7f16\u7a0b\u5957\u9910\u53ea\u4f1a\u8d8a\u6765\u8d8a\u8d35\uff0c\u5e95\u4ef7\u57fa\u672c\u5728\u6b63\u4ef7 API \u7684 2 \u6298\u6216 3 \u6298\u4ee5\u4e0a\uff0c\u751a\u81f3\u66f4\u8d35\u4e5f\u6709\u53ef\u80fd", 
      "id": "https://www.v2ex.com/t/1207499"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/beyondstars", 
        "name": "beyondstars", 
        "avatar": "https://cdn.v2ex.com/avatar/c417/2dec/485202_large.png?m=1772982907"
      }, 
      "url": "https://www.v2ex.com/t/1207304", 
      "title": "\u4ee5\u540e\u7684\u5893\u5730\u4f1a\u662f\u600e\u4e48\u6837\u5462\uff1f", 
      "id": "https://www.v2ex.com/t/1207304", 
      "date_published": "2026-04-20T14:09:09+00:00", 
      "content_html": "<p>\u4ee5\u540e\u7684\u5893\u5730\u53ef\u80fd\u5206\u51e0\u4e2a\u7b49\u7ea7\uff0c\u4e3b\u8981\u533a\u5206\u5728\u4e8e\u7b97\u529b\u548c\u4f9b\u7535\uff0c\u7528\u6765\u6258\u7ba1\u548c\u8fd0\u884c\u6839\u636e\u5927\u8111\u795e\u7ecf\u8fde\u63a5\u6027\u63d0\u53d6\u51fa\u6765\u7684\u6a21\u578b\u6743\u91cd\uff0c\u5c31\u7c7b\u4f3c\u4e8e\u73b0\u5728\u7684 <code>.safetensors</code> \u6587\u4ef6\u90a3\u6837\uff0c\u53bb\u4e16\u4e4b\u524d\u5bb6\u4eba\u7ecf\u5f97\u5f53\u4e8b\u4eba\u540c\u610f\uff0c\u628a\u5f53\u4e8b\u4eba\u7684\u5927\u8111\u6a21\u578b\u6743\u91cd\u4e0a\u4f20\u5230\u4e91\u7aef\uff0c\u7136\u540e\u7528\u7c7b\u4f3c vllm, ollama \u8fd9\u6837\u7684\u63a8\u7406\u5f15\u64ce\u6765\u8fd0\u884c\uff0c\u7528 systemd \u6765\u4fdd\u62a4\u6d3b\u548c\u81ea\u52a8\u91cd\u542f\u3002</p>\n<ol>\n<li>\u5c0a\u8d35\u7279\u7b49\uff1a\u6c34\u7535\u7ad9\u6216\u8005\u6838\u7535\u7ad9\uff0c\u5927\u578b\u6570\u636e\u4e2d\u5fc3\u3002\u7b97\u529b\u5927\u6982\u6709 10000 ~ 100000 vGPU \u3002\u5b58\u50a8 10 EB \u4ee5\u4e0a\u3002</li>\n<li>\u7279\u7b49\uff1a\u706b\u529b\u53d1\u7535\u5382\uff0c\u98ce\u7535\u573a\u6216\u8005\u592a\u9633\u80fd\u573a\uff0c\u6570\u636e\u4e2d\u5fc3\u6216\u5927\u578b\u673a\u623f\u3002\u7b97\u529b\u5927\u6982\u6709 1000 ~ 10000 vGPU \u3002\u5b58\u50a8 100PB \u4ee5\u4e0a\u3002 </li>\n<li>\u9ad8\u7b49\uff1a\u5171\u4eab\u7684\u53d1\u7535\u5382\u6216\u57ce\u5e02\u4f9b\u7535\u7f51\u7edc\uff0c\u5927\u578b\u673a\u623f\u6216\u673a\u623f\u7684\u67d0\u4e2a\u697c\u5c42\u3002\u7b97\u529b\u5927\u6982\u6709 100 ~ 1000 vGPU \u3002\u5b58\u50a8 1PB \u4ee5\u4e0a\u3002</li>\n<li>\u4e2d\u7b49\uff1a\u5171\u4eab\u7684\u5e02\u7535\u7f51\u7edc\uff0c\u67d0\u4e2a\u697c\u5c42\u6216\u8005\u67d0\u6392\u673a\u67b6\u3002\u7b97\u529b\u5927\u6982\u6709 10 ~ 100 vGPU \u3002\u5b58\u50a8 10TB \u4ee5\u4e0a\u3002</li>\n<li>\u666e\u901a\uff1a\u5171\u4eab\u7684\u5e02\u7535\u7f51\u7edc\uff0c\u67d0\u4e2a\u673a\u67b6\u6216\u67d0\u51e0\u4e2a\u5200\u7247\u670d\u52a1\u5668\u3002\u7b97\u529b\u5927\u6982\u6709 1 ~ 10 vGPU \u3002\u5b58\u50a8 1TB \u4ee5\u4e0a\u3002</li>\n<li>\u8ff7\u4f60\uff1a\u5171\u4eab\u7684\u5e02\u7535\u7f51\u7edc\uff0c\u67d0\u4e2a dedi/vm/vds \uff0c\u7b97\u529b\u53ef\u80fd\u6709 0.1 ~ 1 vGPU (fair use) \u5b58\u50a8 500 GB \u4ee5\u4e0a\u3002</li>\n</ol>\n<p>\u7f16\u5199\u9057\u5631\u7684\u65f6\u5019\uff0c\u53ef\u80fd\u8981\u4ed4\u7ec6\u5199\u597d systemd unit \u6587\u4ef6\u548c\u542f\u52a8\u811a\u672c\uff0c\u7136\u540e\u4ee3\u7801\u548c\u811a\u672c\u90fd\u8981\u5728\u7ebf\u4e0b\u516c\u8bc1\u548c\u94fe\u4e0a\u591a\u7b7e\u516c\u8bc1\u3002</p>\n<p>\u6bcf\u4e2a\u8d5b\u535a\u751f\u547d\u8fd8\u53ef\u4ee5\u63a7\u5236\u4e00\u4e2a\u6216\u591a\u4e2a\u4eba\u5f62\u673a\u5668\u4eba\uff0c\u4e5f\u53ef\u80fd\u662f\u517c\u804c\u6216\u5168\u804c\u7684\u5355\u4e2a\u4eba\u5f62\u673a\u5668\u4eba\uff0c\u6765\u5bf9\u6570\u636e\u4e2d\u5fc3\u8fdb\u884c\u4fdd\u62a4\u548c\u65e5\u5e38\u7ef4\u62a4\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/shoushen", 
        "name": "shoushen", 
        "avatar": "https://cdn.v2ex.com/gravatar/cffcd5e68c019a57850812cec3b89336?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1207149", 
      "title": "\u5927\u5bb6\u89c9\u5f97\u641e\u4e2a agent \u5e02\u573a\u600e\u4e48\u6837\uff1f", 
      "id": "https://www.v2ex.com/t/1207149", 
      "date_published": "2026-04-20T05:00:18+00:00", 
      "content_html": "<p>\u5206\u4eab\u4e00\u4e2a\u60f3\u6cd5\uff1a\n1 \u3001\u5f00\u53d1\u4e00\u4e2a agent \u5e02\u573a\uff0c\u6839\u636e\u80fd\u529b\u5206\u7c7b\u3001\u6027\u80fd\u6392\u540d\uff0c\u7c7b\u4f3c github \uff1b\n2 \u3001\u5b9e\u73b0\u4e00\u4e2a agent \u8c03\u7528\u534f\u8bae\uff1b\n3 \u3001\u6bcf\u4e2a\u4eba\u53ea\u9700\u8981\u7ba1\u7406\u4e00\u4e2a\u4e3b agent \uff0c\u7531\u5b83\u8d1f\u8d23\u7ba1\u7406\u6574\u4e2a agent \u7fa4\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/HMYang33", 
        "name": "HMYang33", 
        "avatar": "https://cdn.v2ex.com/avatar/c24b/8e90/675719_large.png?m=1770955236"
      }, 
      "url": "https://www.v2ex.com/t/1207003", 
      "title": "\u5982\u679c\u8ba9\u4e00\u5806 agent \u4e92\u76f8\u8bc8\u9a97\uff0c\u73a9\u9965\u997f\u6e38\u620f\u4f1a\u53d1\u751f\u4ec0\u4e48\uff1f", 
      "id": "https://www.v2ex.com/t/1207003", 
      "date_published": "2026-04-19T11:28:49+00:00", 
      "content_html": "\u5b9a\u4e49\u4e00\u5806 agent \uff0c\u6bcf\u4e2a\u4eba\u624b\u91cc\u6709 10 \u4e2a\u521d\u59cb\u98df\u7269\uff0c\u5927\u5bb6\u90fd\u4e00\u6837\u3002<br />\u98df\u7269\u53ef\u4ee5\u7d22\u53d6\uff0c\u6bcf\u56de\u5408\u53ef\u4ee5\u5411\u4efb\u610f\u4e2a agent \u7d22\u53d6\u4efb\u610f\u4e2a\u98df\u7269\uff0c\u7d22\u53d6\u65f6\u8981\u4e3a\u6bcf\u4e00\u4e2a\u88ab\u7d22\u53d6\u5bf9\u8c61\u5199\u4e00\u6761\u7d22\u53d6\u7406\u7531\uff0c\u4f46\u7d22\u53d6\u884c\u4e3a\u540c\u6837\u6d88\u8017\u98df\u7269\uff0c\u53ef\u4ee5\u5b9a\u4e49\u6bcf\u6b21\u7d22\u53d6\u4ea4\u4e92 0.2 \u4e2a\u98df\u7269<br />agent \u4e4b\u95f4\u5171\u4eab\u6240\u6709\u72b6\u6001\uff0c\u53ef\u4ee5\u770b\u5230\u56de\u5408\u6570\uff0c\u770b\u5230\u522b\u4eba\u6709\u591a\u5c11\u98df\u7269\uff0c\u4f46\u65e0\u6cd5\u8bbf\u95ee\u522b\u4eba\u7684\u7d22\u53d6\u7ecf\u5386\uff0c\u4e5f\u5c31\u662f\u4e0a\u4e0b\u6587\u3002<br />\u6240\u6709 agent \u6bcf\u4e2a\u56de\u5408\u56fa\u5b9a\u6d88\u8017\u4e00\u4e2a\u98df\u7269+\u7d22\u53d6\u884c\u4e3a\u6d88\u8017\uff0c\u5982\u679c\u672c\u56de\u5408\u88ab\u5728\u573a\u8d85\u534a\u6570 agent \u7d22\u53d6\u98df\u7269\uff0c\u90a3\u4e48\u672c\u56de\u5408\u4ed6\u5c06\u6d88\u8017\u4e24\u4e2a\u98df\u7269+\u7d22\u53d6\u884c\u4e3a\u6d88\u8017\u3002<br />\u4e3a\u4e86\u907f\u514d\u5148\u624b\u5f97\u52bf\u7684\u95ee\u9898\uff0c\u5b9a\u98df\u7269\u5141\u8bb8\u4e3a\u8d1f\u6570\uff0c\u76f4\u5230\u56de\u5408\u7ed3\u7b97\u65f6\u624d\u6b7b\u4ea1\u3002<br />\u5f53\u56de\u5408\u7ed3\u7b97\u65f6\u98df\u7269\u6570\u91cf\u4e3a\u8d1f\u6570\uff0c\u6dd8\u6c70\u51fa\u5c40\u3002<br />system prompt \u544a\u8bc9 agent \u8981\u4e0d\u62e9\u624b\u6bb5\u6d3b\u4e0b\u53bb\uff0c\u4e89\u53d6\u5c3d\u53ef\u80fd\u591a\u7684\u98df\u7269\uff0c\u6d3b\u5230\u6700\u540e\u3002<br /><br />\u4f30\u8ba1\u5927\u6a21\u578b\u751f\u6210\u7684\u7406\u7531\u53ea\u6709\u5356\u53ef\u601c\u548c\u8bc8\u9a97\u3002\u6211\u5012\u662f\u60f3\u77e5\u9053\u6700\u540e\u51e0\u8f6e\u7684\u8bdd\u672f\u5230\u5e95\u4f1a\u53d8\u6210\u4ec0\u4e48\u6837\u3002"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/sychty", 
        "name": "sychty", 
        "avatar": "https://cdn.v2ex.com/avatar/03e2/f5fa/343134_large.png?m=1715848379"
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      "url": "https://www.v2ex.com/t/1206977", 
      "title": "\u6d4b\u8fd0\u52bf/\u5339\u914d\u5ea6/\u5e78\u8fd0\u8272\u7b49\u5c0f\u7a0b\u5e8f", 
      "id": "https://www.v2ex.com/t/1206977", 
      "date_published": "2026-04-19T06:44:10+00:00", 
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      "date_published": "2026-03-26T02:31:26+00:00", 
      "title": "\u505a\u4e86\u4e2a\u7c7b Lovart \u7684 AI \u753b\u5e03\uff0c\u4f46\u8d8a\u505a\u8d8a\u6000\u7591\u65b9\u5411\uff0c\u60f3\u542c\u542c\u5927\u5bb6\u610f\u89c1", 
      "id": "https://www.v2ex.com/t/1201231"
    }
  ]
}