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      "content_html": "<p>2026-04-10 16:49:51 #\u601d\u8003 \u7b49\u4ec0\u4e48\u65f6\u5019\u8bc1\u76d1\u4f1a\u516c\u544a\u201c\u672c\u5e74\u5ea6\u4e0a\u5e02\u516c\u53f8\u73b0\u91d1\u5206\u7ea2\u603b\u989d\u9996\u6b21\u8d85\u8fc7 IPO \u878d\u8d44\u989d\u201d\uff0c\u6216\u8005\u201c\u9000\u5e02\u516c\u53f8\u6570\u91cf\u8d85\u8fc7\u65b0\u4e0a\u5e02\u516c\u53f8\u201d\uff0c\u90a3\u5c31\u662f\u53ef\u4ee5\u8ba4\u771f\u8003\u8651\u628a\u7f8e\u80a1/A \u80a1/\u6e2f\u80a1\u7684\u4ed3\u4f4d\u4ece 80/10/10 \u8c03\u6574\u4e3a 60/20/20 \u751a\u81f3 50/20/30 \u7684\u4fe1\u53f7\u3002<br/></p>\n<p>2026-06-15 16:49:51 #\u601d\u8003 \u534a\u5bfc\u4f53\u8bbe\u5907\u548c\u79d1\u521b\u82af\u7247\u77ed\u671f\u51e0\u4e4e\u65e0\u89e3\uff0c\u5e73\u7b49\u5730\u62bd\u8840\u6240\u6709\u677f\u5757\u3002<br/></p>\n<p>2026-06-18 20:27:19 #\u601d\u8003 \u4fdd\u9669\u6301\u6709\u592a\u591a\u8001\u767b\u4e86\uff0c\u8001\u767b\u8dcc\uff0c\u4fdd\u9669\u8dcc\u3002\u4fdd\u9669\u8dcc\uff0c\u8001\u767b\u8ddf\u7740\u8dcc\u3002\u6b7b\u4ea1\u87ba\u65cb\u4e86\u3002<br/></p>\n<p>2026-07-08 19:17:37 #\u601d\u8003 \u4e3a\u4ec0\u4e48\u5728\u4e2d\u56fd\u8d44\u672c\u5e02\u573a\u65e0\u6cd5\u505a\u8010\u5fc3\u8d44\u672c\uff1f \u56e0\u4e3a\u5927\u5bb6\u90fd\u5728\u8d4c\u201c\u671d\u4ee4\u5915\u6539\u201d\u7684\u653f\u7b56\u5468\u671f\uff0c\u90fd\u5728\u505a\u77ed\u7ebf\u5957\u73b0\u3001\u7838\u76d8\u8dd1\u8def\u7684\u6295\u673a\u884c\u4e3a\u3002\u6ca1\u6709\u6cd5\u6cbb\u5316\u7684\u5e02\u573a\u73af\u5883\u3001\u6ca1\u6709\u900f\u660e\u516c\u5f00\u7684\u4fe1\u606f\u62ab\u9732\u548c\u5bf9\u6240\u6709\u4e3b\u4f53\u7684\u5e73\u7b49\u4fdd\u62a4\uff0c\u8d44\u672c\u5e02\u573a\u5c31\u4f1a\u6ca6\u4e3a\u96f6\u548c\u535a\u5f08\u7684\u5c60\u5bb0\u573a\u3002\u5f53\u6240\u6709\u7684\u806a\u660e\u8d44\u91d1\u90fd\u53d8\u6210\u201c\u635e\u4e00\u628a\u5c31\u8d70\u201d\u7684\u77ed\u671f\u6e38\u8d44\u65f6\u3002\u3002\u3002\u3002\u3002\u3002<br/></p>\n<p>2026-07-16 12:48:55 #\u601d\u8003 \u4e0d\u6025\uff0c\u662f\u56e0\u4e3a\u660e\u767d\u81ea\u5df1\u7684\u80fd\u529b\u6240\u5728\u3002\u4f60\u4e0d\u4f1a\u56e0\u4e3a\u6885\u897f\u5e74\u85aa\u51e0\u5343\u4e07\u7740\u6025\uff0c\u4e0d\u4f1a\u56e0\u4e3a\u9a6c\u5316\u817e\u8d5a\u7684\u591a\u7740\u6025\uff0c\u56e0\u4e3a\u5728\u8fd9\u4e9b\u65b9\u9762\u4f60\u80fd\u8ba4\u6e05\u81ea\u5df1\u3002\u5728\u80a1\u5e02\u4f60\u6025\uff0c\u662f\u4f60\u8fd8\u6ca1\u627e\u5230\u81ea\u5df1\u7684\u80fd\u529b\u8fb9\u754c\u3002<br/></p>\n<p>2026-07-16 12:58:55 #\u601d\u8003 \u4efb\u4f55\u4eba\u90fd\u4e0d\u53ef\u80fd\u957f\u671f\u5e26\u5f88\u591a\u4eba\u8d5a\u94b1\u3002\u4f60\u53ef\u4ee5\u5728\u77ed\u671f\u5185\u5e26\u4eba\u8d62\uff0c\u4e5f\u53ef\u4ee5\u5728\u957f\u671f\u5185\u81ea\u5df1\u8d62\u3002\u4f46\u7edd\u65e0\u53ef\u80fd\u957f\u671f\u5e26\u4eba\u8d62\u3002<br/></p>\n<p>\u5728\u672c\u5468\uff0c\u672c\u5e74\u5ea6\u6536\u76ca\u56de\u6b63\u3002(\u4e0b\u534a\u5e74\u5e94\u8be5\u4e0d\u7528\u4e09\u500d\u505a\u591a\u5bb6\u52a1\u4e86)</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/668866", 
        "name": "668866", 
        "avatar": "https://cdn.v2ex.com/avatar/5539/4f35/483009_large.png?m=1761651043"
      }, 
      "url": "https://www.v2ex.com/t/1227750", 
      "date_modified": "2026-07-17T00:44:53+00:00", 
      "content_html": "", 
      "date_published": "2026-07-16T07:08:21+00:00", 
      "title": "\u5404\u4f4d\u80a1\u795e,\u6700\u8fd1\u8fd8\u597d\u5417?", 
      "id": "https://www.v2ex.com/t/1227750"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/matters", 
        "name": "matters", 
        "avatar": "https://cdn.v2ex.com/gravatar/24fe424a759aa822ce7e5d270a4664b8?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1227713", 
      "title": "\u91cf\u5316\u56e0\u5b50\u4ec0\u4e48\u65f6\u5019\u5f00\u59cb\u5931\u6548\uff1f", 
      "id": "https://www.v2ex.com/t/1227713", 
      "date_published": "2026-07-16T06:03:52+00:00", 
      "content_html": "<p>\u6700\u8fd1\u6709\u611f\u800c\u53d1\uff1a\u56e0\u5b50\u5f00\u59cb\u8870\u51cf\u7684\u65f6\u95f4\u8282\u70b9\u6bd4\u6211\u610f\u8bc6\u5230\u7684\u66f4\u65e9\u3002</p>\n<p>\u4ee5\u524d\u7406\u6240\u5f53\u7136\u7684\u60f3\u6cd5\u662f\uff0c\u4e00\u4e2a\u6709\u6548\u56e0\u5b50\u5e94\u8be5\u4e00\u76f4\u6709\u6548\u3002\u540e\u6765\u505a\u5f97\u8d8a\u6765\u8d8a\u591a\u624d\u53d1\u73b0\uff0c\u5e02\u573a\u4e0a\u7684 Alpha \u66f4\u50cf\u4e00\u79cd\u8d44\u6e90\u3002\u53ea\u6709\u5c11\u6570\u4eba\u53d1\u73b0\u7684\u65f6\u5019\uff0c\u5b83\u80fd\u6301\u7eed\u4ea7\u751f\u8d85\u989d\u6536\u76ca\uff1b\u968f\u7740\u8d8a\u6765\u8d8a\u591a\u4eba\u5f00\u59cb\u4f7f\u7528\uff0c\u540c\u6837\u7684\u6536\u76ca\u4f1a\u9010\u6e10\u88ab\u5957\u5229\u6389\u3002</p>\n<p>\u6240\u4ee5\u5f88\u591a\u56e0\u5b50\u4f1a\u7ecf\u5386\u4e00\u4e2a\u8870\u51cf\u8fc7\u7a0b\uff1a</p>\n<ul>\n<li>IC \u8d8a\u6765\u8d8a\u4f4e</li>\n<li>Sharpe \u8d8a\u6765\u8d8a\u5dee</li>\n<li>\u56de\u64a4\u8d8a\u6765\u8d8a\u5927</li>\n<li>\u5bb9\u91cf\u8d8a\u6765\u8d8a\u5c0f</li>\n</ul>\n<p>\u6700\u540e\u867d\u7136\u8fd8\u6709\u4e00\u70b9 Alpha \uff0c\u4f46\u5df2\u7ecf\u4e0d\u8db3\u4ee5\u8986\u76d6\u4ea4\u6613\u6210\u672c\u3002</p>\n<h2>\u8fd8\u662f\u8981\u56de\u6d4b\uff0c\u4f46\u5c0f\u5fc3\u6f02\u4eae\u7684\u56de\u6d4b</h2>\n<p>\u6211\u66fe\u7ecf\u505a\u8fc7\u4e00\u4e2a\u77ed\u5468\u671f\u56e0\u5b50\u3002\u7b2c\u4e00\u6b21\u6d4b\u8bd5\uff1aSharpe \u53ea\u6709 0.8 \u3002\u89c9\u5f97\u4e00\u822c\uff0c\u4e8e\u662f\u5f00\u59cb\uff1a</p>\n<ul>\n<li>\u8c03\u7a97\u53e3\u957f\u5ea6</li>\n<li>\u8c03\u8fc7\u6ee4\u6761\u4ef6</li>\n<li>\u8c03\u53c2\u6570</li>\n<li>\u6362\u80a1\u7968\u6c60</li>\n</ul>\n<p>\u6700\u540e\u7ec8\u4e8e\u628a Sharpe \u8c03\u5230\u4e86 2.0 \u3002\u5f53\u65f6\u89c9\u5f97\u81ea\u5df1\u627e\u5230\u4e86\u4e00\u4e2a\u975e\u5e38\u4f18\u79c0\u7684\u56e0\u5b50\u3002\u7ed3\u679c\u653e\u5230\u672a\u6765\u4e00\u5e74\u6d4b\u8bd5\u3002Sharpe \u53c8\u6389\u56de\u4e86 0.5 \u3002\u540e\u6765\u624d\u660e\u767d\uff0c\u6211\u53ea\u662f\u5728\u4e0d\u65ad\u5b66\u4e60\u5386\u53f2\u6570\u636e\u91cc\u7684\u566a\u58f0\u3002</p>\n<h2>\u52a0\u4e0a\u5b9e\u65f6\u9a8c\u8bc1</h2>\n<p>\u9664\u4e86\u5386\u53f2\u56de\u6d4b\uff0c\u628a\u56e0\u5b50\u653e\u5230\u5b9e\u65f6\u884c\u60c5\u91cc\u89c2\u5bdf\u4e5f\u662f\u4e2a\u4e0d\u9519\u7684\u9009\u62e9\u3002\u4f8b\u5982\uff0c\u4e00\u4e2a\u52a8\u91cf\u56e0\u5b50\u6628\u5929\u8fd8\u80fd\u7a33\u5b9a\u7ed9\u51fa\u4fe1\u53f7\uff0c\u6700\u8fd1\u51e0\u5468\u662f\u5426\u5f00\u59cb\u51fa\u73b0\u660e\u663e\u8870\u51cf\uff1f\u4e0d\u540c\u5e02\u573a\u73af\u5883\u4e0b\u6392\u5e8f\u80fd\u529b\u6709\u6ca1\u6709\u4e0b\u964d\uff1f</p>\n<p>\u628a\u5b9e\u65f6\u4ef7\u683c\u6d41\u63a5\u5165\u81ea\u5df1\u7684\u56e0\u5b50\u8ba1\u7b97\u7a0b\u5e8f\uff0c\u6301\u7eed\u76d1\u63a7\u56e0\u5b50\u7684\u8868\u73b0\u3002\u4f8b\u5982\uff1a</p>\n<pre><code class=\"language-python\">import websocket\nimport json\n\nAPI_TOKEN = \"YOUR_TOKEN\"\n\ndef on_open(ws):\n    ws.send(json.dumps({\n        \"cmd_id\": 22002,\n        \"seq_id\": 1,\n        \"trace\": \"factor-monitor\",\n        \"data\": {\n            \"symbol_list\": [{\n                \"code\": \"AAPL.US\",\n                \"depth\": 1\n            }]\n        }\n    }))\n\ndef on_message(ws, message):\n    tick = json.loads(message)\n    print(tick)\n\nws = websocket.WebSocketApp(\n    f\"wss://quote.alltick.io/quote-b-ws-api?token={API_TOKEN}\",\n    on_open=on_open,\n    on_message=on_message\n)\n\nws.run_forever()\n</code></pre>\n<p>\u5b9e\u9645\u5f00\u53d1\u4e2d\uff0c\u6211\u4e00\u822c\u4f1a\u628a\u5b9e\u65f6\u884c\u60c5\u4e0e\u5df2\u6709\u7684\u56e0\u5b50\u8ba1\u7b97\u6a21\u5757\u7ed3\u5408\uff0c\u4e00\u8fb9\u751f\u6210\u4ea4\u6613\u4fe1\u53f7\uff0c\u4e00\u8fb9\u7edf\u8ba1 IC \u3001Rank IC \u3001\u6536\u76ca\u7387\u7b49\u6307\u6807\u3002\u5982\u679c\u8fd9\u4e9b\u6307\u6807\u8fde\u7eed\u4e00\u6bb5\u65f6\u95f4\u660e\u663e\u4e0b\u964d\uff0c\u5c31\u610f\u5473\u7740\u8fd9\u4e2a\u56e0\u5b50\u53ef\u80fd\u5df2\u7ecf\u8fdb\u5165\u8870\u51cf\u9636\u6bb5\u3002</p>\n<h2>\u56e0\u5b50\u5f00\u59cb\u5931\u6548\u7684\u51e0\u4e2a\u4fe1\u53f7</h2>\n<p>\u73b0\u5728\u6211\u4e0d\u4f1a\u7b49\u5230\u6536\u76ca\u5f52\u96f6\u624d\u5224\u65ad\u4e00\u4e2a\u56e0\u5b50\u5931\u6548\u3002\u901a\u5e38\u51fa\u73b0\u4e0b\u9762\u51e0\u4e2a\u73b0\u8c61\uff0c\u6211\u5c31\u4f1a\u91cd\u65b0\u8bc4\u4f30\u3002</p>\n<p><strong>1. IC \u6301\u7eed\u4e0b\u964d</strong>\uff1a\u77ed\u671f\u6ce2\u52a8\u5f88\u6b63\u5e38\uff0c\u4f46\u5982\u679c\u8fde\u7eed\u51e0\u4e2a\u6708\u90fd\u5728\u4e0b\u964d\uff0c\u5c31\u8981\u8b66\u60d5\u3002</p>\n<p><strong>2. \u5206\u7ec4\u6536\u76ca\u4e0d\u518d\u5355\u8c03</strong>\uff1a\u4ee5\u524d\u6700\u9ad8\u5206\u7ec4\u6536\u76ca\u660e\u663e\u6700\u597d\u3002\u540e\u6765\u9ad8\u4f4e\u7ec4\u5f00\u59cb\u6df7\u5728\u4e00\u8d77\uff0c\u8bf4\u660e\u6392\u5e8f\u80fd\u529b\u5df2\u7ecf\u4e0b\u964d\u3002</p>\n<p><strong>3. \u6362\u5e02\u573a\u4ee5\u540e\u6548\u679c\u5b8c\u5168\u6d88\u5931</strong>\uff1a\u73b0\u5728\u6211\u57fa\u672c\u90fd\u4f1a\u6d4b\u8bd5\uff1a</p>\n<ul>\n<li>\u4e0d\u540c\u5e74\u4efd</li>\n<li>\u4e0d\u540c\u5e02\u573a</li>\n<li>\u4e0d\u540c\u6ce2\u52a8\u73af\u5883</li>\n<li>\u4e0d\u540c\u80a1\u7968\u6c60</li>\n</ul>\n<p>\u5982\u679c\u53ea\u80fd\u89e3\u91ca\u4e00\u5c0f\u6bb5\u5386\u53f2\uff0c\u5f88\u53ef\u80fd\u53ea\u662f\u8fc7\u62df\u5408\u3002</p>\n<p><strong>4. \u4ea4\u6613\u6210\u672c\u5f00\u59cb\u541e\u6389 Alpha</strong>\uff1a\u6709\u4e9b\u56e0\u5b50\u7406\u8bba\u4e0a\u4ecd\u7136\u6709\u6548\uff0c\u4f46\u662f\u6362\u624b\u8d8a\u6765\u8d8a\u9ad8\u3001\u6ed1\u70b9\u8d8a\u6765\u8d8a\u5927\u3001\u5e02\u573a\u8d8a\u6765\u8d8a\u62e5\u6324\uff0c\u6700\u7ec8\u51c0\u6536\u76ca\u8d8a\u6765\u8d8a\u4f4e\u3002\u5bf9\u4e8e\u5b9e\u76d8\u6765\u8bf4\uff0c\u5b83\u5df2\u7ecf\u5931\u53bb\u4e86\u4ef7\u503c\u3002</p>\n<h2>\u6839\u672c\u5728\u4e8e\u5efa\u7acb\u56e0\u5b50\u8fed\u4ee3\u673a\u5236</h2>\n<p>\u5f88\u96be\u8ffd\u6c42\"\u627e\u5230\u4e00\u4e2a\u6c38\u8fdc\u6709\u6548\u7684\u56e0\u5b50\"\uff0c\u56e0\u4e3a\u8fd9\u6837\u7684\u56e0\u5b50\u51e0\u4e4e\u4e0d\u5b58\u5728\u3002\u6362\u4e00\u79cd\u601d\u8def\uff0c\u8003\u8651\u4e0b\uff1a</p>\n<ul>\n<li>\u56e0\u5b50\u8fd8\u80fd\u7ef4\u6301\u591a\u4e45\uff1f</li>\n<li>\u662f\u5426\u5df2\u7ecf\u8fdb\u5165\u8870\u51cf\u9636\u6bb5\uff1f</li>\n<li>\u6709\u6ca1\u6709\u65b0\u7684 Alpha \u53ef\u4ee5\u66ff\u4ee3\u5b83\uff1f</li>\n</ul>\n<p>\u771f\u6b63\u7a33\u5b9a\u8fd0\u884c\u591a\u5e74\u7684\u7b56\u7565\uff0c\u5f80\u5f80\u90fd\u4e0d\u662f\u4f9d\u8d56\u67d0\u4e00\u4e2a\u795e\u5947\u56e0\u5b50\uff0c\u800c\u662f\u4e0d\u65ad\u6dd8\u6c70\u65e7\u56e0\u5b50\u3001\u5f15\u5165\u65b0\u56e0\u5b50\uff0c\u8ba9\u6574\u4e2a\u56e0\u5b50\u5e93\u4fdd\u6301\u6d3b\u529b\u3002</p>\n<p>\u4e0d\u505c\u5730\u627e\u5230\u65b0\u56e0\u5b50\uff0c\u8fd9\u6216\u8bb8\u624d\u662f\u91cf\u5316\u7814\u7a76\u91cc\u6700\u91cd\u8981\u7684\u4e00\u9879\u80fd\u529b\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/wshn13", 
        "name": "wshn13", 
        "avatar": "https://cdn.v2ex.com/gravatar/652bd2458de5158e90dcbf919921b495?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1227565", 
      "title": "\u6628\u5929 50 \u5165\u4e86\u6e2f\u80a1\u4e24\u500d\u505a\u591a\u6d77\u529b\u58eb \u80fd\u5230 80 \u5417", 
      "id": "https://www.v2ex.com/t/1227565", 
      "date_published": "2026-07-15T12:38:49+00:00", 
      "content_html": "<p>\u6211\u770b\u4eca\u5929\u5df2\u7ecf\u5728\u6ce2\u52a8\u4e86 \u62ff\u4e0d\u4f4f\u4e86</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/carverReal", 
        "name": "carverReal", 
        "avatar": "https://cdn.v2ex.com/avatar/e7ae/d502/598387_large.png?m=1681798579"
      }, 
      "url": "https://www.v2ex.com/t/1227373", 
      "title": "\u957f\u946b\u4f1a\u662f\u5b58\u50a8\u8d5b\u9053\u7684\u7eed\u547d\u7075\u4e39\u8fd8\u662f\u5c71\u9876\u7ad9\u5c97\uff1f", 
      "id": "https://www.v2ex.com/t/1227373", 
      "date_published": "2026-07-15T01:44:27+00:00", 
      "content_html": "<p>\u600e\u4e48\u8bf4</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/sotiery996006", 
        "name": "sotiery996006", 
        "avatar": "https://cdn.v2ex.com/avatar/b576/8c17/633646_large.png?m=1784018181"
      }, 
      "url": "https://www.v2ex.com/t/1227235", 
      "title": "\u4e2a\u4eba\u6295\u8d44\u8005\uff0c\u4e24\u5927\u6b7b\u7a74\uff0c\u600e\u4e48\u7834\uff1f", 
      "id": "https://www.v2ex.com/t/1227235", 
      "date_published": "2026-07-14T08:36:32+00:00", 
      "content_html": "<p>\u5982\u9898\uff0c\u4e2a\u4eba\u6295\u8d44\u8005\u6709\u4e24\u5927\u6b7b\u7a74\uff1a1 \u3001\u8d44\u91d1\u91cf\u5c0f 2 \u3001\u52bf\u5355\u529b\u8584</p>\n<p>1 \u3001\u4e2a\u4eba\u80fd\u62ff\u51fa\u6765\u51e0\u4e07\u7092\u80a1\uff0c\u5e94\u8be5\u5c31\u7b97\u4e0d\u9519\u7684\u5bb6\u5ead\u4e86\uff0c\u5c31\u7b97\u7ffb\u500d\u4e5f\u6323\u4e0d\u4e86\u591a\u5c11</p>\n<p>2 \u3001\u6700\u8fd1\u5728\u7814\u7a76\u91cf\u5316\uff0c\u611f\u89c9\u8981\u7814\u7a76\u7684\u4e1c\u897f\u975e\u5e38\u591a\uff0c\u65e0\u4ece\u4e0b\u624b</p>\n<p>\u4e0a\u9762\u4e24\u4e2a\u6b7b\u7a74\u600e\u4e48\u7834\uff1f</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/zsxzy", 
        "name": "zsxzy", 
        "avatar": "https://cdn.v2ex.com/gravatar/6c0d412fc02cc396bc02b0c10d3e2e2b?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1227161", 
      "date_modified": "2026-07-14T04:18:27+00:00", 
      "content_html": "<p>Please stop selling, I need to support my family</p>\n<p>\u65f6\u95f4\u4f1a\u8bc1\u660e\u6ba1\u846c\u884c\u4e1a\uff0c\u77ed\u671f\u6709\u6b7b\u4eba\uff0c\u957f\u671f\u7f3a\u68fa\u6750\uff0c\u6c38\u8fdc\u6709\u4eba\u6b7b\uff0c\u65f6\u95f4\u4f1a\u8bc1\u660e\u68fa\u6a21\u5757\uff0c\u8fd9\u624d\u662f\u771f\u6b63\u7684\u5148\u8fdb\u5c01\u88c5</p>\n", 
      "date_published": "2026-07-14T04:16:46+00:00", 
      "title": "\u8bf7\u505c\u6b62\u5356\u51fa\uff0c\u6211\u9700\u8981\u517b\u6d3b\u6211\u7684\u5bb6\u4eba :)", 
      "id": "https://www.v2ex.com/t/1227161"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/jasonjun", 
        "name": "jasonjun", 
        "avatar": "https://cdn.v2ex.com/gravatar/c35f7b0565b919a76d95493cc50fea66?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1227153", 
      "date_modified": "2026-07-14T05:59:30+00:00", 
      "content_html": "<p>\u6700\u8fd1\u5728\u60f3\u4e2a\u95ee\u9898\uff0c\u7092\u80a1\u6709\u591a\u5c11\u4eba\u8d5a\u94b1\u4e86\uff1f\u7092\u4e86\u51e0\u5e74\u4e86\uff0c\u603b\u7684\u7b97\u4e0b\u6765\u57fa\u672c\u4fdd\u672c\uff0c\u6d6a\u8d39\u65f6\u95f4\u548c\u7cbe\u529b\u554a\u611f\u89c9</p>\n", 
      "date_published": "2026-07-14T03:51:36+00:00", 
      "title": "\u8fd9\u5927 A\uff0c\u90fd\u8fd8\u5728\u5417\u5144\u5f1f\u4eec", 
      "id": "https://www.v2ex.com/t/1227153"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/DisastrousNet", 
        "name": "DisastrousNet", 
        "avatar": "https://cdn.v2ex.com/avatar/343f/f5d0/783655_large.png?m=1784009288"
      }, 
      "url": "https://www.v2ex.com/t/1227144", 
      "title": "\u4e24\u5929\u65f6\u95f4\uff0c\u4eca\u5e74\u767d\u5e72\u4e86", 
      "id": "https://www.v2ex.com/t/1227144", 
      "date_published": "2026-07-14T03:28:09+00:00", 
      "content_html": "<p>\u4e3b\u8981\u56de\u64a4\u6765\u81ea\u4e24\u500d\u505a\u591a\u6d77\u529b\u58eb\u548c\u5146\u6613\u521b\u65b0\u3002</p>\n<p>\u5272\u4e48\uff0c\u5144\u5f1f\u4eec</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/baiic", 
        "name": "baiic", 
        "avatar": "https://cdn.v2ex.com/gravatar/af7caa4639890ddd4e8550fd01ca62ca?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1227131", 
      "date_modified": "2026-07-14T04:17:36+00:00", 
      "content_html": "\u6211\u770b\u8fc7\u7684\u4e66\u6216\u6587\u7ae0\u4e2d\uff0c\u8c08\u5230\u8d22\u5bcc\u81ea\u7531\u7684\u73af\u8282\uff0c\u4e00\u5b9a\u6709\u4e00\u4e2a\u5b9a\u6295\u57fa\u91d1\uff0c\u4ec0\u4e48\u590d\u5229\u591a\u6050\u6016\uff0c\u4ec0\u4e48\u6309\u5e74\u5316 8%\u300110%\u4e4b\u7c7b\u7684\u7b97\uff0c\u6211\u76f4\u89c9\u4e0d\u9760\u8c31\uff0c\u4f46\u662f\u8bf4\u4e0d\u51fa\u6765\u54ea\u91cc\u6709\u95ee\u9898", 
      "date_published": "2026-07-14T03:00:53+00:00", 
      "title": "\u5b9a\u6295\u57fa\u91d1\u771f\u7684\u90a3\u4e48\u5938\u5f20\u5417\uff1f", 
      "id": "https://www.v2ex.com/t/1227131"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/NicoBlock", 
        "name": "NicoBlock", 
        "avatar": "https://cdn.v2ex.com/gravatar/9525aec1bd6ee1431c24ec8e49f10973?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1227023", 
      "title": "\u4eca\u5929\u53d1\u751f\u4ec0\u4e48\u4e8b\u4e86", 
      "id": "https://www.v2ex.com/t/1227023", 
      "date_published": "2026-07-13T11:34:46+00:00", 
      "content_html": "<p>\u5927 A \u8dcc\u5f97\u8fd9\u4e48\u5389\u5bb3\uff0c\u611f\u89c9\u4e0d\u592a\u6b63\u5e38\u554a\u3002\u8ddf\u4e09\u6708\u4efd\u90a3\u6b21\u5dee\u4e0d\u591a\u4e86\uff0c\u4f46\u662f\u6ca1\u542c\u8bf4\u6709\u5565\u7279\u522b\u4e25\u91cd\u7684\u5229\u7a7a\u6d88\u606f\u554a\u3002\u6709\u5927\u4f6c\u77e5\u9053\u600e\u4e48\u56de\u4e8b\u5417\uff1f</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/once111", 
        "name": "once111", 
        "avatar": "https://cdn.v2ex.com/gravatar/3c02243692629ff4761a46c7e7abf4d3?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1226933", 
      "date_modified": "2026-07-13T09:27:16+00:00", 
      "content_html": "<p>\u8fd9\u771f\u4e0d\u4f1a\u8981\u53bb 2800 \u70b9\u5427\uff0c\u79d1\u6280\u884c\u60c5\u90fd\u6ca1\u6709\u4e00\u70b9\u8d77\u8272\u7684\u3002</p>\n", 
      "date_published": "2026-07-13T06:14:04+00:00", 
      "title": "\u5468\u4e00\u7684\u5927 A\uff0c\u5404\u4f4d\u611f\u89c9\u5982\u4f55", 
      "id": "https://www.v2ex.com/t/1226933"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/ddxcat", 
        "name": "ddxcat", 
        "avatar": "https://cdn.v2ex.com/avatar/819c/f130/314159_large.png?m=1783584767"
      }, 
      "url": "https://www.v2ex.com/t/1226904", 
      "title": "[\u7ecf\u9a8c\u5206\u4eab] \u642d\u5efa\u7a33\u5b9a\u5148\u8fdb\u7684 AI \u73af\u5883", 
      "id": "https://www.v2ex.com/t/1226904", 
      "date_published": "2026-07-13T04:19:34+00:00", 
      "content_html": "<h1>2026_0713_1128_v2ex \u5206\u4eab,AI \u5de5\u5177\u7ecf\u9a8c</h1>\n<hr/>\n<h2>\u5199\u5728\u524d\u9762</h2>\n<ul>\n<li>\u65b0\u4eba\u521d\u6765\u4e4d\u5230\uff0c\u7a77\u5219\u72ec\u5584\u5176\u8eab\uff0c\u8fbe\u5219\u517c\u6d4e\u5929\u4e0b\u3002\u51c6\u5907\u5728 v \u7ad9\u8f93\u51fa\u4e00\u4e9b\u5bf9\u7f51\u7edc\u6709\u76ca\u7684\u4fe1\u606f\u3002\u7b2c\u4e00\u7bc7\uff0c\u4e0d\u6253\u7b97\u5206\u4eab\u6709\u4e3b\u89c2\u6210\u5206\u7684\u4e1c\u897f\uff0c\u5c31\u5206\u4eab\u4e00\u4e2a\u6280\u672f\u7ecf\u9a8c\u5e16\u5427</li>\n<li>\u672c\u4eba\u4f5c\u4e3a\u4e92\u8054\u7f51 8 \u5e74\u4e2d\u767b\uff0c\u4e3b\u4e1a\u5168\u6808\u5f00\u53d1\uff08\u5148\u540e\u5c31\u804c\u8fc7\uff1a\u8001\u724c\u5927\u5382\u3001\u72ec\u89d2\u517d\u516c\u53f8\u3001\u8d44\u672c\u5145\u8db3\u7684\u521b\u4e1a\u516c\u53f8\u3001\u8349\u6839\u521b\u4e1a\u56e2\u961f\uff09\uff0c\u526f\u4e1a\u6295\u673a\u4ea4\u6613\u521d\u5165\u6b63\u8f68\u3002</li>\n<li>26 \u5e74\u7edd\u5bf9\u662f AI \u53d1\u5c55\u610f\u4e49\u91cd\u5927\u7684\u4e00\u5e74\uff0c\u5982\u679c 25 \u5e74\u5bf9 AI \u5de5\u5177\u8fd8\u6301\u6709\u4fdd\u7559\u610f\u89c1\uff0c\u53ef\u4ee5\u6682\u4e14\u8ba4\u4e3a\u4f60\u8fd9\u4e2a\u4eba\u6bd4\u8f83\u4fdd\u5b88\uff1b\u5982\u679c\u5230\u4e86 26 \u5e74\u8fd8\u6ca1\u6709\u8ba9 AI \u5de5\u5177\u878d\u5408\u5230\u4f60\u7684\u65e5\u5e38\u5de5\u4f5c\u751f\u6d3b\uff0c\u90a3\u5c31\u5f00\u59cb\u6709\u843d\u540e\u7684\u5acc\u7591\u4e86\u3002\u3002\u3002</li>\n<li>\u672c\u5e16\u5206\u4eab\u4e00\u4e9b\u81ea\u5df1\u6700\u8fd1\u5bf9 AI \u5de5\u5177\u7684\u4f7f\u7528\u7ecf\u9a8c\uff0c\u5e0c\u671b\u80fd\u5e2e\u5927\u5bb6\u5728\u63a2\u7d22 AI \u7684\u8def\u4e0a\u8282\u7ea6\u4e00\u4e9b\u65f6\u95f4</li>\n</ul>\n<h2>\u6b63\u6587</h2>\n<ul>\n<li>\u5f3a\u8c03\uff1a\u672c\u6587\u4ee5\u5206\u4eab\u6211\u4e2a\u4eba\u4f7f\u7528 AI \u5de5\u5177\u7684\u573a\u666f\u4e3a\u4e3b\uff1a\u5b66\u4e60\u79d1\u666e\u3001\u7f16\u7a0b\u3001\u6295\u673a\u4ea4\u6613\u3002\u5176\u4ed6\u573a\u666f\u5982\u56fe\u6587\u3001\u89c6\u9891\u5904\u7406\uff0c\u4e0d\u5728\u6211\u7684\u4e3b\u8981\u5de5\u4f5c\u8303\u56f4\u5185\uff0c\u672c\u6587\u53c2\u8003\u610f\u4e49\u53ef\u80fd\u6709\u9650\u3002</li>\n</ul>\n<h3>\u5927\u7eb2</h3>\n<ul>\n<li>AI \u5de5\u5177\u603b\u89c8</li>\n<li>Cursor\uff1a\u4e2a\u4eba\u76ee\u524d\u4f7f\u7528\u9891\u7387\u6700\u9ad8\u3001\u6700\u7a33\u5b9a\u3001\u6027\u4ef7\u6bd4\u6700\u9ad8\u7684 AI \u5de5\u5177</li>\n<li>Claude\uff1a\u524d\u6cbf AI \u80fd\u529b\uff0c\u5904\u7406\u590d\u6742\u4efb\u52a1\u65f6\u4f7f\u7528</li>\n<li>Gemini\uff1aGoogle Chrome \u8f85\u52a9\u4f7f\u7528</li>\n<li>Paseo\uff1a\u4e00\u7ebf AI \u7528\u6237\u4eec\u7684\u73a9\u6cd5\uff0c\u4fe1\u606f\u6765\u81ea\u7845\u8c37\u5708\u5b50</li>\n</ul>\n<h3>AI \u5de5\u5177\u603b\u89c8</h3>\n<ul>\n<li>\n<p>claude \u7ed9\u51fa\u7684 AI\u201c\u516d\u5927\u4e3b\u6d41\u6a21\u578b\u201d\u5bf9\u6bd4\uff08 2026 \u5e74 7 \u6708 13 \u65e5\uff09\uff1a</p>\n<table>\n<thead>\n<tr>\n<th>\u6a21\u578b</th>\n<th>\u4f18\u52bf</th>\n<th>\u52a3\u52bf</th>\n<th>API \u4ef7\u683c(\u8f93\u5165/\u8f93\u51fa,\u6bcf\u767e\u4e07 token)</th>\n<th>\u8ba2\u9605\u4ef7</th>\n</tr>\n</thead>\n<tbody>\n<tr>\n<td><strong>GPT-5.6</strong>(OpenAI)</td>\n<td>\u65e5\u5e38\u804a\u5929\u4e0e\u52a9\u7406\u4efb\u52a1\u6700\u4f73,\u7f16\u7a0b/\u751f\u7269/\u7f51\u5b89\u80fd\u529b\u5168\u9762\u63d0\u5347,\u751f\u6001\u6700\u5927</td>\n<td>\u9ad8\u5f3a\u5ea6\u4f7f\u7528\u6210\u672c\u9ad8</td>\n<td>Terra \u6863 $2.50/$15</td>\n<td>Plus $20/\u6708,Pro $100-200/\u6708</td>\n</tr>\n<tr>\n<td><strong>Claude Opus 4.8</strong>(Anthropic)</td>\n<td>\u957f\u7a0b Agent \u63a8\u7406\u6700\u5f3a,\u7ed3\u6784\u5316\u957f\u6587\u5199\u4f5c,\u7efc\u5408\u667a\u80fd\u6307\u6570\u767b\u9876</td>\n<td>\u4e0d\u652f\u6301\u56fe\u50cf\u751f\u6210</td>\n<td>$5/$25</td>\n<td>Pro $20/\u6708</td>\n</tr>\n<tr>\n<td><strong>Claude Fable 5</strong>(Anthropic)</td>\n<td>\u7f16\u7a0b\u80fd\u529b\u65ad\u5c42\u7b2c\u4e00(80.3% SWE-Bench Pro),\u8d85\u957f\u81ea\u4e3b\u4efb\u52a1\u8868\u73b0\u6700\u597d</td>\n<td>\u5168\u573a\u6700\u8d35,\u8ba2\u9605\u8ba1\u5212\u4e0d\u542b,\u9700\u6309 API \u5355\u72ec\u4ed8\u8d39</td>\n<td>$10/$50</td>\n<td>\u4e0d\u542b\u5728\u8ba2\u9605\u5185</td>\n</tr>\n<tr>\n<td><strong>Gemini 3.5 Flash</strong>(Google)</td>\n<td>\u95ed\u6e90\u9635\u8425\u6027\u4ef7\u6bd4\u4e4b\u738b,\u591a\u6a21\u6001\u6700\u5f3a(\u89c6\u9891/\u97f3\u9891),100 \u4e07\u4e0a\u4e0b\u6587</td>\n<td>\u6df1\u5ea6\u63a8\u7406\u4e0d\u5982\u65d7\u8230\u6a21\u578b</td>\n<td>$1.50/$9</td>\n<td>Advanced $19.99/\u6708</td>\n</tr>\n<tr>\n<td><strong>Grok 4.5</strong>(xAI)</td>\n<td>\u7f16\u7a0b\u6027\u4ef7\u6bd4\u6781\u9ad8,Cursor \u8bad\u7ec3\u8840\u7edf,\u5b9e\u65f6 X \u6570\u636e</td>\n<td>\u7efc\u5408\u667a\u80fd\u6392\u540d\u7b2c 4,SWE-Bench Pro(64.7%)\u4f4e\u4e8e Opus</td>\n<td>$2/$6</td>\n<td>SuperGrok $30/\u6708</td>\n</tr>\n<tr>\n<td><strong>DeepSeek V4</strong>(DeepSeek)</td>\n<td>\u5f00\u6e90\u53ef\u81ea\u6258\u7ba1,\u6027\u4ef7\u6bd4\u78be\u538b\u7ea7,MIT \u534f\u8bae,\u652f\u6301 100 \u4e07\u4e0a\u4e0b\u6587\u7684 Flash \u7248\u4ec5 $0.14/$0.28</td>\n<td>\u9700\u81ea\u5efa\u57fa\u7840\u8bbe\u65bd\u624d\u80fd\u62ff\u5230\u6700\u4f73\u6027\u4ef7\u6bd4,\u6570\u636e\u5408\u89c4\u9700\u81ea\u884c\u8bc4\u4f30</td>\n<td>V4-Pro \u7ea6 $0.28,V4-Flash $0.14/$0.28</td>\n<td>\u7f51\u9875\u7248\u514d\u8d39</td>\n</tr>\n</tbody></table></li>\n<li>\n<p>AI \u6a21\u578b\u7684\u8fed\u4ee3\u901f\u5ea6\u975e\u5e38\u5feb\uff0c\u5c24\u5176\u662f\u8fdb\u5165 7 \u6708\u540e\uff0c\u5927\u65b0\u95fb\u4e0d\u65ad\uff1a</p>\n<ul>\n<li>Claude Fable 5 \u4e8e 7 \u6708 1 \u65e5\u6062\u590d\u8bbf\u95ee,\u91cd\u65b0\u593a\u56de\u7f16\u7a0b\u80fd\u529b\u6700\u5f3a\u7684\u4f4d\u7f6e(SWE-Bench Pro 80.3%,\u76ee\u524d\u53ef\u7528\u6a21\u578b\u4e2d\u6700\u9ad8)\u3002</li>\n<li>GPT-5.6 \u4e8e 7 \u6708 9 \u65e5\u6210\u4e3a ChatGPT \u65b0\u9ed8\u8ba4\u6a21\u578b\u3002</li>\n<li>xAI \u4e8e 7 \u6708 8 \u65e5\u53d1\u5e03 Grok 4.5,\u4e3b\u6253\u7f16\u7a0b\u548c\u9ad8\u6027\u4ef7\u6bd4\u3002</li>\n<li>Meta \u4e8e 7 \u6708 9 \u65e5\u53d1\u5e03\u9996\u4e2a\u4ed8\u8d39\u6a21\u578b Muse Spark 1.1 \u3002</li>\n<li>\n\u53e6\u5916\u4e00\u4e2a\u5927\u65b0\u95fb: <ul>\n<li>SpaceX \u5ba3\u5e03\u4ee5 600 \u4ebf\u7f8e\u5143\u5168\u80a1\u7968\u6536\u8d2d Cursor \u6bcd\u516c\u53f8 Anysphere,\u9884\u8ba1\u4e09\u5b63\u5ea6\u5b8c\u6210,\u4ea4\u6613\u5b8c\u6210\u540e Cursor \u5c06\u6210\u4e3a SpaceX \u5b50\u516c\u53f8,\u80fd\u63a5\u5165 xAI \u7684 Colossus \u7b97\u529b\u57fa\u7840\u8bbe\u65bd\u3002</li>\n<li>\u4e5f\u5c31\u662f\u6628\u5929\uff08 7 \u6708 12 \u65e5\uff09\u665a\u4e0a\uff0c\u6211\u53d1\u73b0 Cursor \u7684\u9ed8\u8ba4\u6a21\u578b\uff0c\u5728\u4e4b\u524d\u9ad8\u6027\u4ef7\u6bd4 auto \u6a21\u5f0f\u7684\u57fa\u7840\u4e0a\uff0c\u5e76\u5217\u591a\u51fa\u4e86\u4e00\u4e2a\u2018Cursor Grok 4.5 High Fast\u2019\u3002\u6682\u4e14\u8ba4\u4e3a\u662f SpaceX \u6536\u8d2d\u540e\u53d8\u5f97\u4e0d\u5dee\u94b1\u4e86\uff0c\u5347\u7ea7\u4e86\u4e4b\u524d\u7684 auto \u548c Composer2.5 \u3002</li>\n</ul>\n</li>\n</ul>\n</li>\n</ul>\n<h3>Cursor\uff1a\u4e2a\u4eba\u76ee\u524d\u4f7f\u7528\u9891\u7387\u6700\u9ad8\u3001\u6700\u7a33\u5b9a\u3001\u6027\u4ef7\u6bd4\u6700\u9ad8\u7684 AI \u5de5\u5177</h3>\n<ul>\n<li>\n\u6700\u5927\u7684\u7279\u70b9\uff1a<ul>\n<li>1 \u3001\u4e0d\u7528\u7ffb\u5899\u5c31\u80fd\u6b63\u5e38\u4f7f\u7528\uff08\u56fd\u5185\u7f51\u7edc\u76f4\u8fde\u57fa\u672c\u7a33\uff09</li>\n<li>2 \u3001\u6027\u4ef7\u6bd4\u9ad8\uff1a\u91cc\u9762\u5d4c\u5165\u4e86\u51e0\u4e4e\u6240\u6709\u4e3b\u6d41\u5927\u6a21\u578b\uff08\u4e0d\u8fc7 Pro \u7248\u672c token \u6709\u9650\uff0c\u91cd\u5ea6 Agent \u4f1a\u70e7\u5f97\u6bd4\u8f83\u5feb\uff0c\u57fa\u672c\u4e0a 5 \u4e2a\u975e\u5e38\u6df1\u5ea6\u7684\u4f1a\u8bdd\u5c31\u7528\u5b8c\u4e86\uff09</li>\n<li>3 \u3001\u5de5\u4f5c\u6d41\u95ed\u73af\u5b8c\u6574\uff1a\u5199\u4ee3\u7801\u3001\u6539\u4ee3\u7801\u3001\u8dd1\u547d\u4ee4\u3001\u8bfb\u62a5\u9519\u3001\u63d0\u4ea4 PR \uff0c\u57fa\u672c\u53ef\u4ee5\u5728\u4e00\u4e2a\u7a97\u53e3\u91cc\u5b8c\u6210</li>\n</ul>\n</li>\n<li>\n\u6211\u7684\u5b9e\u9645\u7528\u6cd5\uff08\u6309\u573a\u666f\uff09\uff1a<ul>\n<li><strong>\u65e5\u5e38\u5199\u4ee3\u7801 / \u4fee bug</strong>\uff1aCursor \u7684\u5199\u4ee3\u7801\u4f53\u9a8c\u76ee\u524d\u662f\u6211\u7528\u4e0b\u6765\u89c9\u5f97\u6700\u4e1d\u6ed1\u7684\u3002\u9ed8\u8ba4\u7528 Auto \u6216 Composer 2.5 \uff08\u4eca\u5929\u5f00\u59cb\u4e3b\u8981\u7528 Cursor Grok 4.5 High Fast \uff09\uff0c\u5feb\u3001\u4fbf\u5b9c\u3001\u591f\u7528\u300280% \u7684\u4efb\u52a1\u5230\u8fd9\u4e00\u6863\u5c31\u7ed3\u675f\u4e86\u3002</li>\n<li><strong>\u590d\u6742\u91cd\u6784 / \u8de8\u591a\u6587\u4ef6\u6539\u52a8</strong>\uff1a\u5207 Claude Opus 4.8 \uff0c\u6211\u4e00\u822c\u5148\u8ba9\u5b83\u51fa Plan \uff0c\u518d\u8fdb Agent \u6267\u884c\u3002</li>\n<li><strong>\u8bfb\u964c\u751f\u4ee3\u7801\u5e93</strong>\uff1aAsk / \u53ea\u8bfb\u6a21\u5f0f\u5148\u6478\u6e05\u7ed3\u6784\uff0c\u518d\u52a8\u624b\u3002\u5426\u5219 Agent \u5f88\u5bb9\u6613\u201c\u5f88\u81ea\u4fe1\u5730\u6539\u9519\u5730\u65b9\u201d\u3002</li>\n</ul>\n</li>\n<li>\n\u4f7f\u7528\u5efa\u8bae\uff08\u8e29\u5751\u540e\u603b\u7ed3\uff09\uff1a<ul>\n<li><strong>\u4eba\u505a\u88c1\u5224\uff0cAI \u8dd1\u95ed\u73af</strong>\uff1a\u73b0\u5728\u771f\u6b63\u8017\u65f6\u95f4\u7684\u4e0d\u662f\u201c\u4f1a\u4e0d\u4f1a\u5199\u201d\uff0c\u800c\u662f\u201c\u5ba1\u7f8e\u3001\u6838\u5bf9\u3001\u8fb9\u754c\u6761\u4ef6\u3001\u662f\u5426\u53ef\u4e0a\u7ebf\u201d\u3002AI \u8d8a\u5f3a\uff0c\u4f60\u8d8a\u8981\u4f1a\u9a8c\u6536\u3002</li>\n<li><strong>\u4e00\u6b21\u53ea\u7ed9\u4e00\u4e2a\u6e05\u6670\u76ee\u6807</strong>\uff1a\u6a21\u7cca\u9700\u6c42 = \u6a21\u7cca\u4ea4\u4ed8\u3002\u6700\u597d\u5199\u6e05\uff1a\u8f93\u5165\u3001\u8f93\u51fa\u3001\u7ea6\u675f\u3001\u9a8c\u6536\u6807\u51c6\u3002</li>\n<li><strong>\u5148\u5c0f\u540e\u5927</strong>\uff1a\u5148\u8ba9\u5b83\u6539\u4e00\u4e2a\u6587\u4ef6 / \u5199\u4e00\u4e2a\u51fd\u6570\u9a8c\u8bc1\u65b9\u5411\uff0c\u518d\u653e\u5927\u5230\u6574\u6a21\u5757\u3002</li>\n<li><strong>Rules / Skills \u5f88\u503c\u94b1</strong>\uff1a\u628a\u4f60\u7684\u9879\u76ee\u7ea6\u5b9a\u3001\u63d0\u4ea4\u89c4\u8303\u3001\u5e38\u7528\u5de5\u4f5c\u6d41\u56fa\u5316\u8fdb\u53bb\uff0c\u6bd4\u6bcf\u6b21\u53e3\u5934\u91cd\u590d\u63d0\u793a\u8bcd\u9ad8\u6548\u5f97\u591a\u3002</li>\n<li><strong>\u522b\u8ff7\u4fe1\u201c\u4e00\u6b21\u751f\u6210\u5b8c\u7f8e\u4ee3\u7801\u201d</strong>\uff1a\u751f\u6210 \u2192 \u8dd1 \u2192 \u770b\u62a5\u9519 \u2192 \u518d\u4fee\uff0c\u8fd9\u624d\u662f\u5e38\u6001\u3002Loop \u672c\u8eab\u5c31\u662f\u751f\u4ea7\u529b\u3002</li>\n</ul>\n</li>\n<li>\n\u8ba2\u9605\u5efa\u8bae\uff1a<ul>\n<li>\u5982\u679c\u4e3b\u8981\u505a\u5f00\u53d1\uff0cCursor Pro \u51e0\u4e4e\u662f\u5f53\u524d\u6027\u4ef7\u6bd4\u6700\u9ad8\u7684\u5165\u53e3\u4e4b\u4e00\u3002\u67d0\u5b9d\u6709\u4ee3\u5145\uff0c\u6211\u4f1a\u7528\u4e00\u4e2a\u6708\u7684\u6210\u54c1\u53f7\uff0c\u9009\u4e86\u4e00\u5bb6\u5e97\uff0c\u5df2\u7ecf\u7a33\u5b9a\u7528\u4e86\u4e03\u516b\u4e2a\u6708\u4e86\u3002</li>\n<li>\u5982\u679c\u4e0d\u505a\u5f00\u53d1\uff0c\u65e5\u5e38\u7528\u6765\u505a\u63a8\u7406\u3001\u79d1\u666e\u3001\u6587\u6848\u3001\u6570\u636e\u7c7b\u4efb\u52a1\uff0c\u6211\u8ba4\u4e3a Cursor \u4e5f\u5b8c\u5168\u591f\u7528\u3002</li>\n<li>Token \u7d27\u7684\u65f6\u5019\uff1a\u65e5\u5e38\u7528 Grok / Auto \u3002</li>\n<li>\u4e00\u53e5\u8bdd\u6982\u62ec\uff1a\u5982\u679c\u6211\u53ea\u80fd\u9009\u4e00\u4e2a AI \u5de5\u5177\uff0c\u90a3\u5c31\u662f Cursor \u3002</li>\n</ul>\n</li>\n</ul>\n<h3>Claude\uff1a\u524d\u6cbf AI \u80fd\u529b\uff0c\u5904\u7406\u590d\u6742\u4efb\u52a1\u65f6\u4f7f\u7528</h3>\n<ul>\n<li>\n\u5b9a\u4f4d\uff1a\u65e5\u5e38\u79d1\u666e\u3001\u641c\u7d22\u3001\u601d\u8003\u5de5\u5177\uff1b\u4e5f\u662f\u590d\u6742\u95ee\u9898\u3001\u957f\u4e0a\u4e0b\u6587\u4efb\u52a1\u7684\u201c\u653b\u575a\u5de5\u5177\u201d\u3002<ul>\n<li>\u957f\u7a0b\u63a8\u7406\u3001\u7ed3\u6784\u5316\u957f\u6587\u3001\u590d\u6742 Agent \u4efb\u52a1\uff0c\u76ee\u524d\u4ecd\u662f\u7b2c\u4e00\u68af\u961f\u3002</li>\n<li>\u7f16\u7a0b\u80fd\u529b\u4e0a\uff0cFable 5 \u91cd\u65b0\u628a SWE-Bench \u9876\u4e0a\u53bb\u4e4b\u540e\uff0c\u590d\u6742\u5de5\u7a0b\u4efb\u52a1\u4f18\u5148\u8003\u8651\u5b83\u3002</li>\n<li>Cursor \u7684\u9ad8\u7ea7\u5927\u6a21\u578b token \u7528\u5b8c\u540e\uff0c\u6211\u4f1a\u5728 Cursor \u91cc\u88c5\u4e00\u4e2a Claude \u63d2\u4ef6\uff0c\u7ee7\u7eed\u7528\u9ad8\u7ea7\u6a21\u578b\u3002</li>\n</ul>\n</li>\n<li>\n\u4f7f\u7528\u5fc3\u5f97\uff1a<ul>\n<li>\u505a\u79d1\u666e\u3001\u8f85\u52a9\u601d\u8003\u7b49\u76f8\u5bf9\u91cd\u8981\u7684\u4efb\u52a1\u65f6\uff0c\u6211\u4f1a\u4f18\u5148\u7528 Claude \u91cc\u6700\u9ad8\u7ea7\u7684\u6a21\u578b\u3002</li>\n<li><strong>Claude \u9002\u5408\u201c\u60f3\u6e05\u695a\u201d\uff0cCursor \u9002\u5408\u201c\u5e72\u5b8c\u201d</strong>\u3002\u5f88\u591a\u65f6\u5019\u6700\u4f18\u89e3\u662f\uff1aClaude \u51fa\u65b9\u6848 \u2192 Cursor Agent \u6267\u884c\u843d\u5730\u3002</li>\n<li>\u5199\u63d0\u793a\u8bcd\u65f6\u5c3d\u91cf\u8981\u6c42\u5b83\u8f93\u51fa\uff1a\u5047\u8bbe\u3001\u98ce\u9669\u3001\u5907\u9009\u65b9\u6848\u3001\u9a8c\u6536\u6e05\u5355\u3002\u4e0d\u7136\u5b83\u5bb9\u6613\u7ed9\u4f60\u4e00\u7bc7\u6f02\u4eae\u4f46\u96be\u843d\u5730\u7684\u957f\u6587\u3002</li>\n<li>\u8ba2\u9605 Pro \u591f\u65e5\u5e38\u7f51\u9875\u5bf9\u8bdd\u548c\u4e2d\u7b49\u5f3a\u5ea6\u4f7f\u7528\uff1b\u95f2\u9c7c\u4e0a\u6709\u4ee3\u5145\u7684\u6210\u54c1\u53f7\uff0c\u6211\u627e\u5230\u4e00\u5bb6\u4e5f\u7528\u4e86 4 \u4e2a\u6708\u4e86\uff0c\u7a33\u5b9a\u3002</li>\n</ul>\n</li>\n</ul>\n<h3>Gemini\uff1aGoogle Chrome \u7aef\u8f85\u52a9\u4f7f\u7528</h3>\n<ul>\n<li>\n\u5b9a\u4f4d\uff1a\u6d4f\u89c8\u5668\u4fa7\u7684\u8f7b\u91cf\u526f\u9a7e\u9a76\uff0c\u4e0d\u662f\u4e3b\u529b IDE \u3002<ul>\n<li>\u4e3b\u8981\u662f\u5728 Chrome \u91cc\u8f85\u52a9\u770b\u56fe\u3001\u770b\u9875\u9762\u3001\u770b\u89c6\u9891\u6458\u8981\u3002</li>\n<li>\u53e6\u5916\u542c\u8bf4\u505a\u5f00\u53d1\u65f6\uff0c\u7528 Gemini \u8bbe\u8ba1\u524d\u7aef UI \u633a\u597d\u7528\uff0c\u8fd9\u4e2a\u6211\u8fd8\u6ca1\u6709\u63a2\u7d22\uff08\u7c7b\u4f3c\u503c\u5f97\u63a2\u7d22\u7684\u8fd8\u6709 Claude \u7684 Design \u6a21\u5757\uff0c\u6211\u4e5f\u7528\u5f97\u4e0d\u591f\u6df1\uff0c\u4e0d\u5984\u4f5c\u5efa\u8bae\uff09\u3002</li>\n<li>\u201c\u4e00\u8fb9\u6d4f\u89c8\u7f51\u9875\u4e00\u8fb9\u95ee\u95ee\u9898\u201d\u8fd9\u79cd\u573a\u666f\u975e\u5e38\u8212\u670d\u3002</li>\n</ul>\n</li>\n<li>\n\u6211\u7684\u5e38\u7528\u573a\u666f\uff1a<ul>\n<li>\u8bfb\u82f1\u6587\u6587\u6863 / \u5b98\u65b9\u535a\u5ba2\uff1a\u8ba9\u5b83\u8fb9\u8bfb\u8fb9\u63d0\u70bc\u8981\u70b9\u548c\u5751\u70b9</li>\n<li>\u770b\u56fe\u8868\u3001\u622a\u56fe\u3001PDF</li>\n<li>\u5bf9\u6bd4\u591a\u4e2a\u7f51\u9875\u4fe1\u606f\uff1a\u505a\u521d\u6b65\u6c47\u603b\uff0c\u518d\u4eba\u5de5\u6838\u5bf9\u5173\u952e\u7ed3\u8bba</li>\n<li>Chrome \u91cc\u4e34\u65f6\u95ee\u7b54\uff1a\u6bd4\u5207\u56de IDE \u6216\u4e13\u95e8\u5f00\u804a\u5929\u9875\u66f4\u5feb</li>\n</ul>\n</li>\n<li>\n\u6ce8\u610f\u70b9\uff1a<ul>\n<li>\u6211\u76ee\u524d Gemini \u6ca1\u6709\u5145 Pro \u4f1a\u5458\uff0c\u65e5\u5e38\u514d\u8d39\u7248\u5c31\u591f\u7528\u4e86\u3002</li>\n<li>\u8c37\u6b4c\u5728 AI \u884c\u4e1a\u7edd\u5bf9\u662f\u6700\u524d\u5217\u7684\u516c\u53f8\uff0c\u4e5f\u662f\u5c11\u6570\u80fd\u505a\u5230 AI \u4ea7\u4e1a\u5168\u94fe\u8def\u95ed\u73af\u7684\u516c\u53f8\u4e4b\u4e00\u3002Gemini \u7edd\u5bf9\u4e0d\u8f93 Claude \uff0c\u53ea\u662f\u76ee\u524d Claude \u591f\u7528\u4e86\uff0c\u6240\u4ee5\u6211\u6682\u65f6\u6ca1\u5f00 Gemini \u4f1a\u5458\uff1b\u540e\u7eed Claude \u5403\u7d27\uff0c\u6211\u4f1a\u7b2c\u4e00\u65f6\u95f4\u52a0\u4e0a Gemini \u3002</li>\n</ul>\n</li>\n</ul>\n<h3>Paseo\uff1a\u4e00\u7ebf AI \u7528\u6237\u4eec\u7684\u73a9\u6cd5</h3>\n<ul>\n<li>\n\u6211\u8eab\u8fb9\u80fd\u63a5\u89e6\u5230\u7684\u7845\u8c37 AI \u7814\u53d1\u9886\u57df\u7684\u521b\u4e1a\u8fbe\u4eba\u3001\u8d85\u7ea7\u4e2a\u4f53\uff0c\u57fa\u672c\u90fd\u662f\u6240\u6709 AI \u5927\u6a21\u578b\u90fd\u5f00\u6700\u9ad8\u7ea7\u4f1a\u5458\u7684\u3002\u4ed6\u4eec\u6bcf\u5929\u8981\u505a\u7684\u4e8b\u60c5\u5f88\u591a\uff0c\u6068\u4e0d\u5f97\u8ba9 Agent \u540c\u65f6\u5e76\u884c\u5730\u7ed9\u4ed6\u8dd1\u51e0\u767e\u4e2a\u4efb\u52a1\u3002\u8fd9\u79cd\u573a\u666f\u4e0b\uff0c\u5c31\u9700\u8981\u4e00\u4e2a\u628a\u6240\u6709 AI \u5927\u6a21\u578b\u7edf\u4e00\u7ba1\u7406\u8d77\u6765\u7684\u5de5\u5177\uff1b\u6211\u89c1\u8eab\u8fb9\u4e00\u4e2a\u7845\u8c37\u5927\u4f6c\u7528\u7684\uff0c\u5c31\u662f Paseo \u3002<ul>\n<li>\u5b98\u7f51\uff1a<a href=\"https://paseo.sh/\" rel=\"nofollow\">https://paseo.sh/</a></li>\n<li>\n\u5b83\u7684\u7279\u70b9\uff1a<ul>\n<li>\u5728\u4f60\u81ea\u5df1\u7684\u673a\u5668\u4e0a\u8dd1 daemon \uff0c\u628a Claude Code \u3001Codex \u3001Cursor \u3001OpenCode \u7b49 coding agent \u7edf\u4e00\u7ba1\u8d77\u6765\u3002\u4f60\u53ef\u4ee5\u7528\u591a\u4e2a\u5927\u6a21\u578b\u5e76\u884c\u5730\u5904\u7406\u540c\u4e00\u4e2a\u95ee\u9898\u3002</li>\n<li>\u5b83\u4f1a\u81ea\u52a8\u5e2e\u4f60\u5904\u7406\u5927\u6a21\u578b\u4e2d\u9014\u7684\u8be2\u95ee\uff1a\u4f60\u4e0b\u8fbe\u4e00\u4e2a\u5927\u578b\u4efb\u52a1\u540e\uff0c\u5b83\u4f1a\u4e00\u8def\u8dd1\u5230\u5e95\uff0c\u800c\u4e0d\u662f\u6302\u8d77\u7b49\u4f60\u56de\u7b54\u4e2d\u9014\u7684\u95ee\u9898\u3002</li>\n<li>\u8fd8\u53ef\u4ee5\u5728\u684c\u9762\u3001\u624b\u673a\u3001\u7ec8\u7aef\u4e4b\u95f4\u4e1d\u6ed1\u5730\u5207\u6362\u67e5\u770b\u548c\u7ee7\u7eed\u4efb\u52a1\u3002\u4f60\u53ef\u4ee5\u7528\u624b\u673a\u4e0b\u8fbe\u6307\u4ee4\uff0c\u5b83\u4f1a\u5728\u7535\u8111\u4e0a\u540c\u6b65\u6267\u884c\uff08\u6bd4\u5982\u7f16\u7a0b\u73af\u5883\u5728\u7535\u8111\u7aef\uff0c\u4e0b\u697c\u5403\u5348\u996d\u7684\u65f6\u5019\u4e5f\u80fd\u7528\u624b\u673a\u7ed9\u7535\u8111\u4e0b\u8fbe\u6307\u4ee4\u7ee7\u7eed\u5199\u4ee3\u7801\uff09\u3002</li>\n</ul>\n</li>\n<li>\u5f53\u5355\u6a21\u578b\u80fd\u529b\u63a5\u8fd1\u540e\uff0c\u5dee\u8ddd\u4f1a\u8f6c\u79fb\u5230\uff1a<strong>\u8c01\u80fd\u628a\u591a\u4e2a Agent \u8dd1\u8d77\u6765\u3001\u5e76\u884c\u8d77\u6765\u3001\u8fdc\u7a0b\u76ef\u76d8\u3001\u5f62\u6210\u7a33\u5b9a loop</strong>\u3002</li>\n</ul>\n</li>\n</ul>\n<h2>\u5199\u5728\u540e\u9762</h2>\n<ul>\n<li>\n<strong>\u5982\u4f55\u9009\u62e9 AI \u5de5\u5177</strong>\uff1a<ul>\n<li>\u5bf9\u5927\u591a\u6570\u4eba\uff0c\u5148\u628a Cursor \u7528\u719f\uff0c\u6536\u76ca\u6700\u5927\u3002</li>\n<li>\u5f53\u4f60\u5f00\u59cb\u540c\u65f6\u8dd1\u591a\u4e2a Agent \u3001\u5e76\u4e14\u201c\u4eba\u53ea\u8d1f\u8d23\u9a8c\u6536\u201d\u65f6\uff0cPaseo \u8fd9\u7c7b\u5de5\u5177\u624d\u4f1a\u4ece\u73a9\u5177\u53d8\u6210\u521a\u9700\u3002</li>\n<li>\u5c0f\u56e2\u961f/\u4e2a\u4eba\u5f00\u53d1\u8005\u66f4\u73b0\u5b9e\u7684\u7b56\u7565\u662f\uff1a<strong>\u79df\u80fd\u529b\uff0c\u4e0d\u81ea\u7814\u6a21\u578b</strong>\uff1b\u628a\u7cbe\u529b\u653e\u5728\u77e5\u8bc6\u6295\u5582\uff08 RAG / prompt / rules \uff09\u548c\u9a8c\u6536\u95ed\u73af\u4e0a\u3002</li>\n</ul>\n</li>\n<li>\n<strong>AI \u8dd1\u95ed\u73af\uff0c\u4eba\u505a\u88c1\u5224</strong><ul>\n<li>\u751f\u6210\u4e0d\u96be\u4e86\uff0c\u96be\u7684\u662f\u54c1\u5473\u3001\u6838\u5bf9\u3001\u53d6\u820d\u3001\u5bf9\u771f\u5b9e\u4e16\u754c\u8d1f\u8d23\u3002</li>\n<li>\u80fd\u5efa\u7acb\u201c\u786e\u5b9a\u6027\u68c0\u67e5\u201d\u7684\u4eba\u4f1a\u8d8a\u6765\u8d8a\u503c\u94b1\uff1a\u6d4b\u8bd5\u3001lint \u3001\u7c7b\u578b\u3001\u56de\u653e\u3001\u4eba\u5de5\u62bd\u68c0\u3001llm-as-judge \u3002</li>\n</ul>\n</li>\n<li>\n<strong>Loop engineering \u6bd4\u5355\u6b21 prompt \u66f4\u91cd\u8981</strong><ul>\n<li>\u65e7\u5199\u6cd5\uff1a\u5199\u4e00\u4e2a\u8d85\u957f\u63d0\u793a\u8bcd\uff0c\u671f\u5f85\u4e00\u6b21\u5b8c\u7f8e\u4ea4\u4ed8\u3002</li>\n<li>\u65b0\u5199\u6cd5\uff1a\u76ee\u6807\u6e05\u6670 \u2192 \u5c0f\u6b65\u6267\u884c \u2192 \u81ea\u52a8\u9a8c\u8bc1 \u2192 \u5931\u8d25\u590d\u76d8 \u2192 \u518d\u8fdb\u5165\u4e0b\u4e00\u8f6e\u3002</li>\n</ul>\n</li>\n<li>\n<strong>\u4e0d\u540c\u6a21\u578b\u6709\u5206\u5de5</strong><ul>\n<li>\u65e5\u5e38\u6267\u884c\uff1aCursor \uff08 Auto / Composer / Grok \uff09</li>\n<li>\u590d\u6742\u63a8\u7406\u4e0e\u957f\u6587\uff1aClaude</li>\n<li>\u6d4f\u89c8\u5668\u8f85\u52a9\uff1aGemini</li>\n<li>\u628a AI \u5927\u6a21\u578b\u53d1\u6325\u5230\u6781\u81f4\uff1aPaseo</li>\n<li>\u6210\u672c\u654f\u611f\uff1aDeepSeek / \u8c46\u5305</li>\n</ul>\n</li>\n<li>\n<strong>AI \u4ecd\u7136\u6709\u786c\u74f6\u9888</strong><ul>\n<li>\u6211\u4e4b\u524d\u770b\u5230\u8fc7\u4e00\u4e2a\u6700\u597d\u7684\u56de\u7b54\uff1a\u5982\u679c\u4eba\u7c7b\u6587\u660e\u53ea\u53d1\u5c55\u5230\u4e86\u201c\u5730\u7403\u662f\u5e73\u7684\uff0c\u5929\u5706\u5730\u65b9\u201d\u8fd9\u4e2a\u7a0b\u5ea6\uff0c\u90a3\u4e48 AI \u4e0d\u4f1a\u575a\u5b9a\u5730\u544a\u8bc9\u4f60\u201c\u5730\u7403\u662f\u5706\u7684\uff0c\u5730\u7403\u56f4\u7ed5\u7740\u592a\u9633\u8f6c\u201d\u2014\u2014\u5b83\u5927\u6982\u7387\u53ea\u4f1a\u987a\u7740\u6240\u5904\u65f6\u4ee3\u7684\u5171\u8bc6\u6765\u56de\u7b54\uff1b\u771f\u6b63\u7a81\u7834\u8ba4\u77e5\u8fb9\u754c\uff0c\u4ecd\u7136\u8981\u9760\u4eba\u3002</li>\n</ul>\n</li>\n</ul>\n"
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        "name": "temash", 
        "avatar": "https://cdn.v2ex.com/gravatar/181f61865f08776400226e72c33f524f?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1226837", 
      "title": "v2ex \u7684\u80a1\u53cb\u5fae\u4fe1\u7fa4\uff0c\u6b22\u8fce v \u53cb\u8fdb\u6765\u53d1\u8868\u81ea\u5df1\u7684\u610f\u89c1\uff0c\u5404\u53d6\u6240\u957f\u3002", 
      "id": "https://www.v2ex.com/t/1226837", 
      "date_published": "2026-07-13T01:37:42+00:00", 
      "content_html": "<p>\u76ee\u524d 300 \u4eba\uff0c\uff0c\u4ea4\u6d41\u5927 a \u80a1\u7968\uff0c\u6bd4\u8f83\u70ed\u95f9\u7684\uff0c\u6b22\u8fce\u5927\u5bb6\u8fdb\u6765\u6478\u9c7c\u95f2\u804a <a href=\"https://shimo.im/docs/m5kvdnm2nlUZeo3X/\" rel=\"nofollow\">https://shimo.im/docs/m5kvdnm2nlUZeo3X/</a></p>\n"
    }, 
    {
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        "url": "https://www.v2ex.com/member/smilelyw", 
        "name": "smilelyw", 
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      "url": "https://www.v2ex.com/t/1226771", 
      "title": "\u53c8\u8d70\u4e0a\u56de\u672c\u4e4b\u8def", 
      "id": "https://www.v2ex.com/t/1226771", 
      "date_published": "2026-07-12T13:43:01+00:00", 
      "content_html": "<p>\u6700\u8fd1\u884c\u60c5\u771f\u96be\u53d7,\u4eca\u5e74\u4ece+40% \u5230 -35%\u4e86, \u5bf9\u4e8e\u8282\u594f\u7684\u628a\u63a7\u4e0d\u597d, \u660e\u663e\u8d85\u77ed\u7ebf\u7684\u884c\u60c5, \u8fd8\u683c\u5c40\u4e86\u51e0\u4e2a\u80a1,\u76f4\u63a5\u5229\u6da6\u5168\u90e8\u4e8f\u5b8c. \u53c8\u5230\u4e86\u56de\u672c. \u4e0b\u8dcc\u8d8b\u52bf\u5c31\u4e0d\u8981\u9017\u7559\u4e00\u70b9,\u76f4\u63a5\u8d70.</p>\n"
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    {
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        "url": "https://www.v2ex.com/member/QingXuJiaZhi", 
        "name": "QingXuJiaZhi", 
        "avatar": "https://cdn.v2ex.com/avatar/07c9/d6c7/439711_large.png?m=1784427529"
      }, 
      "url": "https://www.v2ex.com/t/1226748", 
      "title": "2026 \u5e74\u662f\u7845\u57fa\u7ecf\u6d4e\u5143\u5e74", 
      "id": "https://www.v2ex.com/t/1226748", 
      "date_published": "2026-07-12T11:20:03+00:00", 
      "content_html": "<p>AI \uff08\u4eba\u5de5\u667a\u80fd\uff09\u5bf9\u7ecf\u6d4e\u7684\u5f71\u54cd\uff0c\u4e0d\u662f\u5728\u4eca\u5e74\u8fbe\u5230\u9876\u70b9\uff0c\u800c\u662f\u4ece\u4eca\u5e74\u6b63\u5f0f\u660e\u786e\u5f00\u59cb\u3002</p>\n<p>\u4ece\u5168\u793e\u4f1a\u8303\u56f4\u770b\uff0cAI \u7684\u6e17\u900f\u7387\u4f9d\u7136\u5f88\u4f4e\uff0c\u800c\u672a\u6765 AI \u5fc5\u7136\u4f1a\u50cf\u7535\u8111\u3001\u624b\u673a\u3001\u4e92\u8054\u7f51\u3001\u7535\u529b\u4e00\u6837\u6210\u4e3a\u6bcf\u4e00\u4e2a\u884c\u4e1a\u7684\u57fa\u7840\u8bbe\u65bd\uff0c\u5404\u884c\u5404\u4e1a\u51e0\u4e4e\u6bcf\u4e2a\u4eba\u90fd\u4f1a\u4e60\u60ef\u6bcf\u5929\u4f7f\u7528 AI \u3002</p>\n<p>\u80a1\u5e02\u3001\u8d44\u672c\u7684\u89e6\u89c9\u901a\u5e38\u90fd\u662f\u6700\u7075\u654f\u7684\uff0c\u4eca\u5e74\u5df2\u7ecf\u770b\u89c1\u4e86\u8d44\u672c\u7684\u5927\u52a8\u4f5c\uff0c\u4ed6\u4eec\u7684\u9009\u62e9\u662f\u6b63\u786e\u8fd8\u662f\u9519\u8bef\uff1f\u6211\u770b\u6b63\u786e\u7684\u53ef\u80fd\u6027\u5927\u4e00\u70b9\u3002</p>\n"
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}