{
  "version": "https://jsonfeed.org/version/1", 
  "title": "\u4eba\u5de5\u667a\u80fd", 
  "description": "AI \u4e0d\u662f\u4e07\u80fd\u7684\u795e\uff0c\u800c\u662f\u201c\u80fd\u529b\u7167\u5996\u955c\u201d\u3002\u6b22\u8fce\u5206\u4eab\u66f4\u591a\u6709\u8da3\u3001\u5b9e\u7528\u7684 AI \u5de5\u5177\u3001\u65b9\u6cd5\u3001\u5e94\u7528\u573a\u666f\u3002", 
  "home_page_url": "https://www.v2ex.com/go/aigc", 
  "feed_url": "https://www.v2ex.com/feed/aigc.json", 
  "icon": "https://cdn.v2ex.com/navatar/a016/1022/1212_large.png?m=1768102045", 
  "favicon": "https://cdn.v2ex.com/navatar/a016/1022/1212_normal.png?m=1768102045", 
  "items": [
    {
      "author": {
        "url": "https://www.v2ex.com/member/hanssx", 
        "name": "hanssx", 
        "avatar": "https://cdn.v2ex.com/avatar/5912/4ca0/350569_large.png?m=1734523135"
      }, 
      "url": "https://www.v2ex.com/t/1223222", 
      "title": "AI \u600e\u4e48\u66f4\u597d\u5730\u5904\u7406 word \u683c\u5f0f\uff1f", 
      "id": "https://www.v2ex.com/t/1223222", 
      "date_published": "2026-06-26T14:34:35+00:00", 
      "content_html": "<p>\u65e0\u8bba\u662f Claude \uff0c\u8fd8\u662f Codex \uff0c\u90fd\u662f\u7528 python \u6216\u8005 shell \u6765\u5904\u7406 word \u7684\uff0c\u4e0d\u77e5\u4e3a\u4f55\u6709\u4e9b\u683c\u5f0f\u4f1a\u51fa\u9519\uff0c\u6bd4\u5982</p>\n<p>\u5047\u8bbe\u6709\u4e00\u4e2a\u4efb\u52a1\uff0c\u662f\u590d\u5236 word \u4e2d\u7684\u67d0\u4e2a\u8868\u683c\uff0c\u6216\u8005\u590d\u5236\u67d0\u7bc7\u8bba\u6587\u7684\u5c01\u76ae\uff0c\u90a3\u4e48\u590d\u5236\u51fa\u6765\u7684\u7ed3\u679c\u548c\u539f\u6765\u7684\u7ed3\u679c\u5dee\u522b\u5f88\u5927\uff0c\u57fa\u672c\u4e0a\u683c\u5f0f\u4e22\u5931\u4e86\u3002</p>\n<p>\u50cf\u8fd9\u79cd\u95ee\u9898\u600e\u4e48\u89e3\u51b3\u5462\uff1f</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/hanliang", 
        "name": "hanliang", 
        "avatar": "https://cdn.v2ex.com/gravatar/b94a5d5f93c2f3ba6afc4fda52948b72?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1222910", 
      "title": "MatrixMedia \u65b0\u589e HTTP \u53d1\u5e03\u63a5\u53e3\uff0c n8n / Python \u811a\u672c\u53ef\u4ee5\u76f4\u63a5\u9a71\u52a8\u591a\u5e73\u53f0\u89c6\u9891\u53d1\u5e03\u4e86", 
      "id": "https://www.v2ex.com/t/1222910", 
      "date_published": "2026-06-25T13:58:23+00:00", 
      "content_html": "<p>\u6700\u8fd1\u7ed9 MatrixMedia \uff08\u5f00\u6e90 Electron + Puppeteer \u89c6\u9891\u77e9\u9635\u53d1\u5e03\u5de5\u5177\uff09\u52a0\u4e86\u4e00\u4e2a\u5185\u7f6e HTTP API \uff0cGUI \u542f\u52a8\u540e\u81ea\u52a8\u76d1\u542c 30088 \u7aef\u53e3\uff0c\u5176\u4ed6\u7a0b\u5e8f\u53ef\u4ee5\u76f4\u63a5 POST \u53d1\u5e03\u89c6\u9891\u3002</p>\n<pre><code>\u6838\u5fc3\u63a5\u53e3\u5c31\u4e00\u4e2a\uff1aPOST /publish \uff0c\u652f\u6301\u672c\u5730\u8def\u5f84\u6216 https:// \u8fdc\u7a0b\u89c6\u9891 URL \uff0c\u591a\u5e73\u53f0\u4e00\u6b21\u63d0\u4ea4\uff0c\u521b\u4f5c\u58f0\u660e\u6309\u5e73\u53f0\u8986\u76d6\u3002\n\n\u7528 curl \u6d4b\u4e00\u4e0b\uff1a\n\ncurl -X POST http://127.0.0.1:30088/publish \\\n-H \"Content-Type: application/json\" \\\n-d '{\"phone\":\"138xxxx\",\"file\":\"https://example.com/video.mp4\",\"title\":\"\u6807\u9898\",\"platforms\":[\"dy\",\"blbl\",\"xhs\",\"ks\"]}'\n\n\u652f\u6301\u7684\u5e73\u53f0\uff1a\u6296\u97f3 / \u89c6\u9891\u53f7 / B \u7ad9 / \u767e\u5bb6\u53f7 / \u5934\u6761 / \u5feb\u624b / \u5c0f\u7ea2\u4e66\u3002\n\n\u8fd9\u4e2a\u63a5\u53e3\u7684\u610f\u4e49\u662f\u8ba9 n8n HTTP Request \u8282\u70b9\u3001Dify \u5de5\u4f5c\u6d41\u3001Python \u811a\u672c\u90fd\u80fd\u76f4\u63a5\u63a5\u8fdb\u6765\uff0c\u4e0d\u9700\u8981\u547d\u4ee4\u884c\u73af\u5883\u3002CLI \u548c MCP Server \u8fd8\u662f\u539f\u6765\u7684\uff0cHTTP API \u662f\u989d\u5916\u591a\u7684\u4e00\u4e2a\u63a5\u5165\u70b9\u3002\n\n\u5199\u4e86\u4e00\u7bc7\u8be6\u7ec6\u7684\u6398\u91d1\u6587\u7ae0\u8bf4\u660e\u63a5\u53e3\u8bbe\u8ba1\u548c\u573a\u666f\uff1a\nhttps://juejin.cn/post/7655172760416829467\n\nGitHub\uff1a https://github.com/hanliang97/MatrixMedia\n</code></pre>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/coreJK", 
        "name": "coreJK", 
        "avatar": "https://cdn.v2ex.com/gravatar/51f9f89af340304c3d4fe9dbcfd91ebf?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1222647", 
      "date_modified": "2026-06-24T16:28:57+00:00", 
      "content_html": "<p>\u4e0b\u5348\u7533\u8bf7\uff0c\u4e0d\u5230\u4e09\u4e2a\u5c0f\u65f6\u5c31\u901a\u8fc7\u4e86</p>\n<p><img alt=\"\u7533\u8bf7\u901a\u8fc7\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/GmYoGlX.jpeg\"/></p>\n<p>MiMo-V2.5-Pro \u7684 UltraSpeed \u4f53\u9a8c\u6a21\u5f0f\uff0c\u4e07\u4ebf\u53c2\u6570\uff08 1T \uff09\u65d7\u8230\u6a21\u578b\uff0c\u636e\u8bf4\u6700\u9ad8\u7a81\u7834 1000 tokens/s \u63a8\u7406\u901f\u5ea6\ud83e\udeea</p>\n<p>\u660e\u5929\u7528\u6765\u5f00\u53d1\uff0c\u8bd5\u8bd5\u5b9e\u9645\u6548\u679c\uff0c\u6709\u5174\u8da3\u7684\u5c0f\u4f19\u4f34\u53ef\u4ee5\u6ce8\u518c\u7533\u8bf7\u4e00\u4e0b\uff1a</p>\n<p><img alt=\"\u9080\u8bf7\u6d77\u62a5\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/9oi6wM5.png\"/></p>\n", 
      "date_published": "2026-06-24T16:26:24+00:00", 
      "title": "\u5c0f\u7c73 MiMo-V2.5-Pro UltraSpeed \u901a\u8fc7\u4e86", 
      "id": "https://www.v2ex.com/t/1222647"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/PeiXyJ", 
        "name": "PeiXyJ", 
        "avatar": "https://cdn.v2ex.com/avatar/cff1/3947/410199_large.png?m=1773972621"
      }, 
      "url": "https://www.v2ex.com/t/1222630", 
      "title": "\u771f\u670d\u4e86 A \u793e\u7684\u7a33\u5b9a\u6027", 
      "id": "https://www.v2ex.com/t/1222630", 
      "date_published": "2026-06-24T13:32:30+00:00", 
      "content_html": "<p>\u771f\u670d\u4e86 A \u793e\u7684\u7a33\u5b9a\u6027,\u8fd9\u6bb5\u65f6\u95f4\u6bcf\u6b21\u60f3\u4e0b\u73ed\u5e72\u70b9\u4e8b\u60c5\u521a\u5750\u5b9a\u5f00\u59cb\u5e72\u5c31 TM \u53d1\u73b0 A \u793e\u6302\u4e86\u3002\n<img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/z8yPFyk.jpeg\"/></p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/demihoo", 
        "name": "demihoo", 
        "avatar": "https://cdn.v2ex.com/avatar/d74d/684c/743126_large.png?m=1778721724"
      }, 
      "url": "https://www.v2ex.com/t/1222621", 
      "title": "CUGA \u8fd9\u79cd\u5355\u6587\u4ef6 Agent \u793a\u4f8b\u6846\u67b6\uff0c\u9002\u5408\u62ff\u6765\u505a\u5c0f\u9879\u76ee\u5417\uff1f", 
      "id": "https://www.v2ex.com/t/1222621", 
      "date_published": "2026-06-24T12:38:53+00:00", 
      "content_html": "\u770b\u5230 CUGA \u8fd9\u4e2a\u5f00\u6e90\u9879\u76ee\uff0c\u6bd4\u8f83\u6709\u610f\u601d\u7684\u662f\u5b83\u628a Agent \u5e94\u7528\u62c6\u6210\u4e86\u4e00\u6279\u5355\u6587\u4ef6\u793a\u4f8b\uff0c\u4e0a\u624b\u95e8\u69db\u770b\u8d77\u6765\u4e0d\u9ad8\u3002<br />\u6211\u6bd4\u8f83\u5728\u610f\u7684\u662f\uff0c\u8fd9\u79cd\u5f62\u6001\u80fd\u4e0d\u80fd\u4ece\u793a\u4f8b\u53d8\u6210\u957f\u671f\u53ef\u7ef4\u62a4\u7684\u5c0f\u9879\u76ee\u5de5\u5177\uff1b\u5982\u679c\u4e1a\u52a1\u4e00\u590d\u6742\uff0c\u8f7b\u91cf\u548c\u5355\u6587\u4ef6\u7684\u597d\u5904\u4f1a\u4e0d\u4f1a\u5f88\u5feb\u53d8\u6210\u9650\u5236\uff1f<br />\u6709\u540c\u5b66\u7528\u8fc7\u7c7b\u4f3c\u7684\u8f7b\u91cf Agent \u6846\u67b6\u5417\uff1f\u4f60\u4eec\u4f1a\u66f4\u770b\u91cd\u4e0a\u624b\u5feb\uff0c\u8fd8\u662f\u548c\u73b0\u6709\u5de5\u4f5c\u6d41\u3001\u5de5\u5177\u94fe\u7684\u517c\u5bb9\uff1f<br />\u6765\u6e90\uff1aHugging Face\uff1aBlog \uff08 RSS \uff09 \u00b7 <a target=\"_blank\" href=\"https://huggingface.co/blog/ibm-research/cuga-apps\" rel=\"nofollow noopener\">https://huggingface.co/blog/ibm-research/cuga-apps</a>"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/guangfa", 
        "name": "guangfa", 
        "avatar": "https://cdn.v2ex.com/gravatar/9d65419f9d6f184c34eb67d5632c4ead?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1222547", 
      "title": "\u6700\u8fd1\u7528\u7684 AI \u5de5\u5177\u9047\u5230\u7684\u51e0\u4e2a\u95ee\u9898\u3002", 
      "id": "https://www.v2ex.com/t/1222547", 
      "date_published": "2026-06-24T07:25:02+00:00", 
      "content_html": "<p>\u6700\u8fd1\u7528\u7684\u6bd4\u8f83\u591a\u7684 AI \u5de5\u5177\u662f cursor \u548c codex \uff0c\u90fd\u662f\u6df1\u5ea6\u4f7f\u7528\u7684\uff0c\u5404\u81ea\u9047\u5230\u51e0\u4e2a\u95ee\u9898\u3002\n\u622a\u6b62\u5230\u53d1\u5e16\uff0c\u4e24\u4e2a\u5de5\u5177\u90fd\u662f\u6700\u65b0\u7248\u3002cursor \u662f\u8ba2\u9605\u7684 pro+\u5957\u9910\uff0ccodex \u7528\u7684 sub2api \u3002</p>\n<p>codex \u95ee\u9898\uff1a</p>\n<ul>\n<li>notion mcp \u5de5\u5177\u65e0\u6cd5\u4fdd\u6301\u7a33\u5b9a\uff0c\u5b89\u88c5\u3001\u6388\u6743\u3001\u91cd\u542f codex \u53ef\u4ee5\u6b63\u5e38\u7528\uff0c\u7535\u8111\u53ea\u8981\u76d2\u76d6\u4f11\u7720\u4e00\u6b21\uff0cnotion\nmcp \u5c31\u4e0d\u53ef\u7528\u4e86\uff0c\u4f46\u662f\u8bbe\u7f6e\u4e2d\u8fd8\u80fd\u770b\u5230 mcp \u5de5\u5177\u5b58\u5728\uff0c\u4e5f\u80fd\u901a\u8fc7 /mcp \u547d\u4ee4\u627e\u5230\uff0c\u5c31\u662f\u4e0d\u53ef\u7528\u3002</li>\n<li>\u5b89\u88c5\u4e86 grill-me skill \uff0c\u4f46\u662f\u4e0d\u4f1a\u4e3b\u52a8\u95ee\u6211\u95ee\u9898\uff0c\u81ea\u5df1\u95ee\u81ea\u5df1\u56de\u7b54\uff0c\u6700\u7ec8\u7ed9\u7684\u56de\u7b54\u5012\u662f\u4e5f\u5f3a\u4e86\u4e0d\u5c11\uff0c\u4f46\u662f\u6ca1\u6709\u6211\u7684\u53c2\u4e0e\u3002\u4e0d\u77e5\u9053\u662f\u6211\u63d0\u95ee\u7684\u65b9\u5f0f\u4e0d\u5bf9\u8fd8\u662f\u522b\u7684\u95ee\u9898\u3002</li>\n</ul>\n<p>cursor \u95ee\u9898\uff1a</p>\n<ul>\n<li>\u8fd9\u4e2a\u7b80\u76f4\u79bb\u8c31\uff0c\u4e00\u4e2a\u95ee\u9898\u56de\u7b54\u5b8c\u4e86\uff0c\u8fc7\u4e00\u4f1a\u8fd8\u4f1a\u81ea\u5df1\u8f93\u51fa\uff0c\u6709\u65f6\u5019\u8f93\u51fa\u548c\u672c\u6b21\u5bf9\u8bdd\u76f8\u5173\u7684\u5185\u5bb9\uff0c\u4f46\u662f\u5f80\u5f80\u8fd9\u4e9b\u90fd\u662f\u660e\u786e\u8bf4\u4e86\u4e0d\u8ba9\u5e72\u7684\u4e8b\u60c5\uff0c\u6709\u65f6\u5019\u5e72\u8106\u8f93\u51fa\u548c\u9879\u76ee\u5b8c\u5168\u65e0\u5173\u7684\u5185\u5bb9\uff0c\u7f16\u7a0b\u8bed\u8a00\u4e0d\u76f8\u5173\u3001\u4e1a\u52a1\u5185\u5bb9\u4e5f\u6beb\u65e0\u5173\u7cfb\uff0c\u800c\u4e14\u4e0d\u5149\u6211\u81ea\u5df1\u9047\u5230\u4e86\uff0c\u8eab\u8fb9\u6709\u522b\u4eba\u9047\u5230\u4e86\u3002</li>\n</ul>\n<p>\u53e6\u5916\uff0cclaude code \u548c cursor \u4e2d\u7684 notion mcp \u5f88\u7a33\u5b9a\uff0c\u4e00\u6b21\u6388\u6743\u53ef\u4ee5\u4e00\u76f4\u7528\u3002</p>\n<p>\u4e0d\u77e5\u9053\u5927\u5bb6\u6709\u6ca1\u6709\u9047\u5230\u8fd9\u51e0\u4e2a\u95ee\u9898\uff0c\u6b22\u8fce\u8ba8\u8bba\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/PeiXyJ", 
        "name": "PeiXyJ", 
        "avatar": "https://cdn.v2ex.com/avatar/cff1/3947/410199_large.png?m=1773972621"
      }, 
      "url": "https://www.v2ex.com/t/1222527", 
      "title": "\u54a8\u8be2\u5927\u4f6c\u6709\u4e86 Gemini \u600e\u4e48\u4f18\u5316\uff1f", 
      "id": "https://www.v2ex.com/t/1222527", 
      "date_published": "2026-06-24T06:39:58+00:00", 
      "content_html": "<p>\u6211\u542c\u8bf4 Gemini \u7c7b\u4f3c\u56fd\u5185\u7684\u8c46\u5305,\u6ca1\u6709\u4e3b\u89c1\u66f4\u504f\u5411\u7528\u6237\u7684\u9879\u76ee\u3002\u8fd8\u542c\u8bf4\u53ef\u4ee5\u4f18\u5316 Gemini \u8ba9\u5176\u66f4\u6709\u4e3b\u89c1,\u4e0d\u77e5\u9053\u5927\u4f6c\u4eec\u8c01\u6709\u76f8\u5173\u8d44\u6599\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/nswbmw", 
        "name": "nswbmw", 
        "avatar": "https://cdn.v2ex.com/gravatar/11c35a5b58d99d2c8a950165b795917d?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1222439", 
      "title": "TempUtils \u2014\u2014 \u4e00\u4e2a\u5f00\u6e90\u7684\u4e34\u65f6\u5de5\u5177\u96c6\u5408\u7ad9", 
      "id": "https://www.v2ex.com/t/1222439", 
      "date_published": "2026-06-24T02:13:20+00:00", 
      "content_html": "<p>\u56e0\u4e3a\u81ea\u5df1\u7ecf\u5e38\u6709\u4e34\u65f6\u7b14\u8bb0\u5206\u4eab\u3001\u6587\u4ef6\u4e2d\u8f6c\u3001\u5728\u7ebf\u534f\u4f5c\u7b49\u9700\u6c42\uff0c\u540c\u65f6\u6bd4\u8f83\u5728\u610f\u9690\u79c1\uff0c\u4e0d\u60f3\u628a\u8fd9\u4e9b\u5185\u5bb9\u957f\u671f\u5b58\u653e\u5728\u7b2c\u4e09\u65b9\u5e73\u53f0\u3002</p>\n<p>\u53e6\u5916\u4e5f\u60f3\u7ed9\u81ea\u5df1\u5f00\u53d1\u7684\u6846\u67b6\u5199\u4e00\u4e9b\u5b9e\u9645\u6848\u4f8b\uff0c\u4e8e\u662f\u62bd\u7a7a\u505a\u4e86\u4e00\u4e2a\u4e34\u65f6\u5de5\u5177\u96c6\u5408\u7ad9\uff1a</p>\n<p><a href=\"https://temputils.com\" rel=\"nofollow\">https://temputils.com</a></p>\n<p>\u76ee\u524d\u5df2\u7ecf\u652f\u6301\uff1a</p>\n<ul>\n<li>\u4e34\u65f6\u7b14\u8bb0</li>\n<li>\u4e34\u65f6\u8868\u683c</li>\n<li>\u4e34\u65f6\u6587\u4ef6</li>\n<li>\u4e34\u65f6\u767d\u677f</li>\n<li>\u4e34\u65f6\u804a\u5929</li>\n<li>\u4e34\u65f6\u90ae\u7bb1</li>\n<li>\u4e34\u65f6\u4ee3\u7801\u7247\u6bb5</li>\n<li>\u4e34\u65f6\u5b9a\u65f6\u4efb\u52a1</li>\n<li>\u4e34\u65f6\u89c6\u9891</li>\n<li>\u4e34\u65f6\u8bed\u97f3</li>\n</ul>\n<p>\u6574\u4f53\u7406\u5ff5\u5f88\u7b80\u5355\uff1a</p>\n<p>\u65e0\u9700\u6ce8\u518c\uff0c\u7528\u5b8c\u5373\u8d70\uff0c\u6ce8\u91cd\u9690\u79c1\uff0c\u7b80\u5355\u7eaf\u7cb9\u3002</p>\n<p>\u9879\u76ee\u5df2\u5f00\u6e90\uff1a</p>\n<ul>\n<li><a href=\"https://github.com/nswbmw/temputils.com\" rel=\"nofollow\">https://github.com/nswbmw/temputils.com</a></li>\n<li><a href=\"https://github.com/hoa-js/examples\" rel=\"nofollow\">https://github.com/hoa-js/examples</a></li>\n</ul>\n<p>\u6280\u672f\u6808\uff1a</p>\n<ul>\n<li><a href=\"https://github.com/hoa-js/hoa\" rel=\"nofollow\">Hoa</a>: \u8f7b\u91cf\u7ea7 web \u6846\u67b6</li>\n<li>Cloudflare \u5168\u5bb6\u6876\uff08 Workers \u3001R2 \u3001D1 \u3001KV \u7b49\uff09</li>\n</ul>\n<p>\u6b22\u8fce\u4f53\u9a8c\uff0c\u4e5f\u6b22\u8fce Star \u3001\u63d0 Issue \u6216 PR \ud83d\ude0a</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/follower", 
        "name": "follower", 
        "avatar": "https://cdn.v2ex.com/avatar/478b/9b9a/716657_large.png?m=1732962308"
      }, 
      "url": "https://www.v2ex.com/t/1222308", 
      "title": "\u66b4\u8bba\uff1a\u53ea\u628a AI \u7528\u6765\u63d0\u9ad8\u5de5\u4f5c\u6548\u7387\uff0c\u90a3\u4e48\u4f60\u6ca1\u6709\u5728 AI \u6d6a\u6f6e\u4e2d\u6536\u76ca", 
      "id": "https://www.v2ex.com/t/1222308", 
      "date_published": "2026-06-23T08:50:23+00:00", 
      "content_html": "<p>\u7406\u7531\uff1a\n\u7528 AI \u63d0\u9ad8\u4e86\u6253\u5de5\u6548\u7387\uff0c\u4f46\u5de5\u4f5c\u91cf\u672a\u5fc5\u51cf\u5c11\uff1b\u4f60\u5e2e\u516c\u53f8\u8d5a\u7684\u94b1\u53ef\u80fd\u53d8\u591a\u4e86\uff0c\u5de5\u8d44\u5374\u672a\u5fc5\u6da8\u3002\u66f4\u8be5\u60f3\u60f3\u600e\u4e48\u8ba9 AI \u76f4\u63a5\u5e2e\u81ea\u5df1\u8d5a\u94b1\uff0c\u6bd4\u5982\u81ea\u52a8\u4ea4\u6613\u3001\u5957\u5229\u76d1\u63a7\u3001\u81ea\u52a8\u627e\u5546\u673a\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/andrew2558", 
        "name": "andrew2558", 
        "avatar": "https://cdn.v2ex.com/gravatar/7ccd520b8f415dcbfb6fb096c63567ff?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1222183", 
      "title": "\u524d\u9635\u5b50\u770b\u5230 4 \u53f0 MAC \u8fd0\u884c\u4e07\u4ebf\u53c2\u6570\u6a21\u578b\u7684\u65b0\u95fb\uff0c\u5f53\u524d\u5927\u81f4\u6295\u5165\u5728 30 \u4e07 RMB \u5de6\u53f3\uff0c\u5927\u5bb6\u9884\u6d4b\u4e00\u4e0b\u51e0\u5e74\u540e\u4f1a\u5b9e\u73b0\u4f4e\u6210\u672c\uff085W \u4ee5\u4e0b\uff09\u672c\u5730\u90e8\u7f72\u4e07\u4ebf\u53c2\u6570\u7684\u6a21\u578b\uff1f", 
      "id": "https://www.v2ex.com/t/1222183", 
      "date_published": "2026-06-23T02:49:38+00:00", 
      "content_html": "<p>\u5982\u9898\uff0c\u5927\u5bb6\u9884\u8ba1\u4e00\u4e0b</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/SerendotyCoisini", 
        "name": "SerendotyCoisini", 
        "avatar": "https://cdn.v2ex.com/gravatar/f26787e0ca660f26c33b20606da74fdd?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1221697", 
      "title": "\u5927\u5bb6\u6709 AI \u7126\u8651\u5417\uff1f", 
      "id": "https://www.v2ex.com/t/1221697", 
      "date_published": "2026-06-20T18:39:40+00:00", 
      "content_html": ""
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/win8en", 
        "name": "win8en", 
        "avatar": "https://cdn.v2ex.com/gravatar/daa907248202cd5689f03714b382ddce?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1221633", 
      "title": "ChatGPT \u7684\u7ec6\u8282\u4f53\u9a8c\u662f\u8d8a\u6765\u8d8a\u597d\u4e86\uff0c\u4e00\u5929\u4e00\u4e2a\u6837\uff01", 
      "id": "https://www.v2ex.com/t/1221633", 
      "date_published": "2026-06-20T06:49:32+00:00", 
      "content_html": "<p>1 \u3001\u4ee5\u524d\u8ba9\u5b83\u51fa\u591a\u4e2a\u56fe\u65f6\uff0c\u662f\u653e\u5728\u4e00\u5757\u7684\uff0c\u73b0\u5728\u751f\u6210\u7684\u90fd\u662f\u72ec\u7acb\u7684\n<img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/bud4zHw.png\"/>\n2 \u3001\u751f\u6210\u7684\u6587\u6863\u53ef\u4ee5\u76f4\u63a5\u7f16\u8f91\u518d\u590d\u5236\uff0c\u800c\u4e14\u4fee\u6539\u4e86\u7f16\u53f7\u540e\uff0c\u4e0b\u9762\u518d\u5199\u5c31\u4f1a\u7ee7\u627f\u6309\u7167\u4e0a\u6b21\u7684\u63a5\u7740\u5199\n<img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/RlqYlcg.png\"/></p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/codeyou", 
        "name": "codeyou", 
        "avatar": "https://cdn.v2ex.com/gravatar/99350cdb414815bde96273808d08227c?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1221441", 
      "title": "\u8ba1\u5212\u8981\u7ed9\u884c\u653f\u529e\u516c\u4eba\u5458\u505a AI \u57f9\u8bad\uff0c\u5185\u5bb9\u5305\u62ec\u6307\u5bfc\u5982\u4f55\u5229\u7528 AI \u7f16\u5199\u5c0f\u5de5\u5177\u5e94\u7528", 
      "id": "https://www.v2ex.com/t/1221441", 
      "date_published": "2026-06-18T14:24:57+00:00", 
      "content_html": "<p>1 \u3001\u8bf7\u95ee\u4e00\u4e0b\u6709\u54ea\u4e9b\u8d44\u6599\u53ef\u4ee5\u53c2\u8003\uff1f\n2 \u3001\u884c\u653f\u529e\u516c\u63d0\u6548\u7c7b\u7684\u573a\u666f\u6709\u54ea\u4e9b\uff1f\u53ef\u4ee5\u505a\u54ea\u4e9b\u5c0f\u5de5\u5177\u6765\u5b9e\u73b0\uff1f</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/ntgeralt", 
        "name": "ntgeralt", 
        "avatar": "https://cdn.v2ex.com/avatar/d834/a6a3/100676_large.png?m=1718275761"
      }, 
      "url": "https://www.v2ex.com/t/1221077", 
      "date_modified": "2026-06-17T07:20:10+00:00", 
      "content_html": "<p><img alt=\"4a98ae311681612850419ab808ad4d72.png\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://img.imgdd.com/687c913e-eae9-4669-b7cd-d5f7a153c8da.png\"/></p>\n<p>\u6211\u611f\u89c9\u2026\u2026\u4ed6\u5982\u679c\u4e00\u76f4\u8f93\u51fa\u7684\u8bdd\uff0c\u901f\u5ea6\u4f1a\u8fde\u7eed\u5f88\u5feb</p>\n<p>\u4f46  </p>\n<p>\u56de\u8f66\u5230\u8f93\u51fa\u7b2c\u4e00\u4e2a\u5b57 \u4e2d\u95f4\u601d\u8003\u4e86\u4e94\u516d\u5206\u949f  \u8fd8\u65f6\u4e0d\u65f6\u663e\u793a\u7b49\u5f85\u91cd\u8fde</p>\n<p>\u641e\u5230\u4ee5\u4e3a\u8fde\u8fc7\u53bb\u56fd\u5916\u7684\u6a21\u578b...</p>\n", 
      "date_published": "2026-06-17T07:19:41+00:00", 
      "title": "Zcode GLM5.2 \u601d\u8003\u4e86 5 \u5206\u949f\u4e0d\u51fa\u5b57\uff0c\u53ea\u662f\u6211\u4e00\u4e2a\u4eba\u95ee\u9898\u5417", 
      "id": "https://www.v2ex.com/t/1221077"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/B0J1", 
        "name": "B0J1", 
        "avatar": "https://cdn.v2ex.com/gravatar/37a16c6badd553b08c0a0fdff7b70b13?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1221034", 
      "title": "GLM5.2 \u6709\u70b9\u8c46\u5305\u90a3\u5473\u4e86", 
      "id": "https://www.v2ex.com/t/1221034", 
      "date_published": "2026-06-17T03:43:51+00:00", 
      "content_html": "\u667a\u8c31\u5b98\u65b9\u8ba2\u9605\uff0c\u76f8\u6bd4 5.1 \uff0c\u5199\u4ee3\u7801\u4e00\u76f4\u5728\u731c\uff0c\u6839\u672c\u4e0d\u8c03\u67e5\u4ee3\u7801\u903b\u8f91"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Saimen", 
        "name": "Saimen", 
        "avatar": "https://cdn.v2ex.com/gravatar/f13f43366e740f4962161040264608c2?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1220995", 
      "title": "ai \u5bf9\u52a8\u6f2b\u7684\u5f71\u54cd\uff0c\u7231\u5947\u827a\u52a8\u6f2b\u300a\u90fd\u5e02\u53e4\u533b\u4ed9\u300b\u4f3c\u4e4e\u5168\u8f6c ai \u751f\u6210\u4e86", 
      "id": "https://www.v2ex.com/t/1220995", 
      "date_published": "2026-06-17T02:25:29+00:00", 
      "content_html": "<p>\u73b0\u5728 ai \u641e\u5f97\u6211\u65e0\u5fc3\u6c89\u6dc0\u6280\u672f\u4e86\uff0c\u5e73\u65f6\u4e0b\u73ed\u7ecf\u5e38\u770b\u52a8\u6f2b\u6253\u53d1\u65f6\u95f4\uff0c\u4f18\u79c0\u7684\u52a8\u6f2b\u957f\u5267\u770b\u5b8c\u4e86\u4e5f\u770b\u4e00\u4e9b\u52a8\u6f2b\u77ed\u5267\u3002</p>\n<p>\u6700\u8fd1\u53d1\u73b0\u52a8\u6f2b\u300a\u90fd\u5e02\u53e4\u533b\u4ed9\u300b\u4ece 181 \u96c6\u5f00\u59cb\u662f ai \u751f\u6210\u7684\u4e86\uff0c\u9664\u4e86\u4eba\u7269\u5efa\u6a21\u8fd8\u539f\u8fd8\u884c\u4e4b\u5916\u90fd\u662f\u4e00\u5768\uff0c\u8868\u60c5\u8981\u4e48\u7aef\u7740\u8981\u4e48\u6d6e\u5938\uff0c\u52a8\u4f5c\u620f\u5c31\u662f\u738b\u516b\u62f3+\u6162\u52a8\u4f5c\uff0cai \u5473\u592a\u51b2\u4e86\u3002\u4ee5\u524d\u5f53\u5976\u5934\u4e50\u8fd8\u80fd\u770b\uff0c\u73b0\u5728\u771f\u770b\u4e0d\u4e0b\u53bb\u3002</p>\n<p>\u770b\u5b83\u7684\u5236\u4f5c\u65b9 \u5174\u827a\u51ef\u6668 \u7684\u516c\u53f8\u4ecb\u7ecd\u91cd\u70b9\u63d0\u5230 ai \uff0cb \u7ad9\u6295\u7a3f\u4e5f\u662f\u5404\u79cd ai \u751f\u6210\u7684\u5185\u5bb9 <a href=\"https://space.bilibili.com/1865478656\" rel=\"nofollow\">https://space.bilibili.com/1865478656</a></p>\n<p>\u611f\u89c9\u5c31\u662f\u5148\u4ece\u51b7\u95e8\u4f5c\u54c1\u5f00\u59cb\u8bd5\u6c34\u7684\uff0c\u73b0\u9636\u6bb5\u611f\u89c9\u8fd8\u662f\u751f\u4ea7\u7535\u5b50\u5783\u573e\uff0c\u89c2\u611f\u5012\u9000\uff0c\u4e0d\u77e5\u4ee5\u540e\u53d1\u5c55\u4f1a\u5982\u4f55\uff1f</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/sxszzhrrt", 
        "name": "sxszzhrrt", 
        "avatar": "https://cdn.v2ex.com/gravatar/23b764920ac763862cdf62a69d6e94cd?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1220651", 
      "title": "\u4e00\u4e2a\u62a2 GLM plan \u7684\u65b9\u6cd5", 
      "id": "https://www.v2ex.com/t/1220651", 
      "date_published": "2026-06-15T12:53:20+00:00", 
      "content_html": "\u5206\u4eab\u4e00\u4e2a\u524d\u4e00\u6bb5\u65f6\u95f4\u62a2 GLM \u7684\u65b9\u6cd5\uff0c\u6700\u8fd1\u4e0d\u77e5\u9053\u80fd\u4e0d\u80fd\u7528\uff0c\u53ef\u4ee5\u53c2\u8003\u4e00\u4e0b\u3002<br />GLM \u5b98\u65b9\u7684 Plan \u6bcf\u6b21\u6253\u5f00\u90fd\u662f\u65e0\u8d27\u7684\uff0c\u53ef\u4ee5\u5c1d\u8bd5\u627e\u4e2a\u8ba4\u8bc6\u7684\u4eba\u7528\u4e00\u5f20\u4f53\u9a8c\u5361\uff0c\u4f53\u9a8c\u671f\u95f4\u5c31\u53ef\u4ee5\u6b63\u5e38\u4f7f\u7528\u3002<br />\u5982\u679c\u4f53\u9a8c\u8fc7\u671f\u4e86\u7684\u8bdd\u5c31\u628a\u5f53\u524d\u8d26\u6237\u6ce8\u9500\u9500\u6237\u540e\u518d\u4f7f\u7528\u9080\u8bf7\u7801\u3002"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Stargaze", 
        "name": "Stargaze", 
        "avatar": "https://cdn.v2ex.com/avatar/6793/4bd4/654637_large.png?m=1782283992"
      }, 
      "url": "https://www.v2ex.com/t/1220648", 
      "title": "v2 \u4e0a\u9762\u7684\u8fd9\u79cd\u98ce\u683c\u7684\u5185\u5bb9\u603b\u7ed3\u56fe\u662f\u600e\u4e48\u751f\u6210\u7684\u5462\uff1f", 
      "id": "https://www.v2ex.com/t/1220648", 
      "date_published": "2026-06-15T12:33:18+00:00", 
      "content_html": "\u539f\u8d34\u662f <a target=\"_blank\" href=\"https://www.v2ex.com/t/1219942\">https://www.v2ex.com/t/1219942</a><br /><a target=\"_blank\" href=\"https://i.imgur.com/Y0e7MZB.jpeg\" rel=\"nofollow noopener\" target=\"_blank\"><img src=\"https://i.imgur.com/Y0e7MZB.jpeg\" class=\"embedded_image\" rel=\"noreferrer\"></a><br /> <br />\u5728\u8bc4\u8bba\u533a\u8be2\u95ee\u8fd8\u6ca1\u6709\u5f97\u5230\u56de\u590d\uff0c\u6240\u4ee5\u60f3\u95ee\u95ee\u5927\u5bb6"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/miaosl", 
        "name": "miaosl", 
        "avatar": "https://cdn.v2ex.com/gravatar/c50119607b53328f07255d2148874215?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1220304", 
      "title": "\u5206\u4eab\u4e00\u4e0b\u6211\u8bd5\u7528\u8fc7\u7684\u51e0\u6b3e AI \u5957\u9910", 
      "id": "https://www.v2ex.com/t/1220304", 
      "date_published": "2026-06-14T05:26:08+00:00", 
      "content_html": "\u867d\u8bf4 CodingPlan \u662f\u4e8f\u94b1\u8fd0\u8425\uff0c\u4f46\u8fd9\u5403\u76f8\u662f\u4e0d\u662f\u592a\u96be\u770b\u4e86\u70b9\uff1f\u4f5c\u4e3a\u771f\u5b9e\u7528\u6237\uff0c\u6211\u6765\u76d8\u70b9\u4e00\u4e0b\u6211\u7528\u8fc7\u7684\u51e0\u4e2a\u5e73\u53f0\uff1a<br /><br />---<br /><br />## 1. \u963f\u91cc\u767e\u70bc<br /><br />**\u4f18\u70b9**\uff1a\u8c03\u7528\u6b21\u6570\u7ed9\u5f97\u6700\u5b9e\u5728\uff0c\u662f\u5b9e\u6253\u5b9e\u7684\u6b21\u6570\u3002<br /><br />**\u69fd\u70b9**\uff1a<br />- \u9664\u4e86\u81ea\u5bb6\u6a21\u578b\uff0c\u5f00\u6e90\u6a21\u578b\u66f4\u65b0\u6162\uff0c\u4e0d\u662f\u6700\u65b0\u7248\u672c<br />- \u7ecf\u5e38\u7528\u51e0\u6b21\u5c31\u63d0\u793a\u300c\u8d85\u989d\u300d\uff0c\u5b9e\u9645\u624d\u7528\u4e86 5H \u7a97\u53e3\u7684 5%<br />- \u5ba2\u670d\u8bf4\u8981\u7b49 1 \u5c0f\u65f6\u6062\u590d\uff0c\u800c\u4e14\u8fd9\u79cd\u60c5\u51b5\u592a\u9891\u7e41\u4e86<br />- **\u4f53\u9a8c**\uff1a\u540e\u6765\u5b9e\u5728\u53d7\u4e0d\u4e86\u5c31\u4e0d\u7528\u4e86<br /><br />---<br /><br />## 2. \u706b\u5c71\u65b9\u821f<br /><br />**\u4f18\u70b9**\uff1a\u6a21\u578b\u90fd\u662f\u6700\u65b0\u7684\uff0c\u9650\u5236\u4e5f\u6bd4\u8f83\u5c11\u3002<br /><br />**\u69fd\u70b9**\uff1a<br />- **\u6d88\u8017\u500d\u7387\u5b8c\u5168\u4e0d\u900f\u660e**\uff0c\u662f\u4e2a\u9ed1\u76d2<br />- \u6709\u4eba\u8bf4\u500d\u7387\u9ad8\u8fbe 60 \u500d\uff08\u4e0d\u786e\u5b9a\u771f\u5047\uff09<br />- \u5bf9\u6bd4\u6570\u636e\uff1a\u963f\u91cc\u6bcf\u4e2a\u6708\u7528\u4e0d\u5230\u603b\u989d\u7684 20%\uff0c\u6362\u5230\u706b\u5c71\u65b9\u821f\u540e\uff0c**\u4e00\u5929\u80fd\u628a\u4e00\u5468\u7684\u989d\u5ea6\u7528\u6389\u4e00\u534a**<br /><br />**\u603b\u7ed3**\uff1a\u8fd9\u6d88\u8017\u901f\u5ea6\uff0c\u8c01\u9876\u5f97\u4f4f\uff1f<br /><br />---<br /><br />## 3. \u79d1\u5927\u8baf\u98de \u26a0\ufe0f\uff08\u6700\u5751\uff09<br /><br />**\u9650\u5236**\uff1a\u53ea\u80fd\u9009\u5b9a\u4e00\u4e2a\u6a21\u578b\u4f7f\u7528\u3002<br /><br />**\u69fd\u70b9**\uff1a<br />- **\u5939\u5e26\u79c1\u8d27\u7684\u7cfb\u7edf\u63d0\u793a\u8bcd**\uff0c\u6a21\u578b\u884c\u4e3a\u660e\u663e\u88ab\u5e72\u9884<br />- GLM5.1 \u8d44\u6e90\u7d27\u5f20\u53ef\u4ee5\u7406\u89e3\uff0c\u6bd5\u7adf\u70ed\u95e8<br />- \u4f46 Kimi 2.6 \u9875\u9762\u663e\u793a\u300c\u8d44\u6e90\u5145\u8db3\u300d\uff0c\u5b9e\u9645\u6bcf\u6b21\u63d0\u95ee\u90fd\u5361\u6b7b\u3001\u65e0\u8f93\u51fa<br />- \u66f4\u79bb\u8c31\u7684\u662f\u8c03\u7528 MCP \u5de5\u5177\uff0c\u524d\u51e0\u6b21\u6b63\u5e38\uff0c\u7a81\u7136\u5c31\u62a5\u9519\uff1a<br /><br />&gt; \"\u4f5c\u4e3a\u4e00\u4e2a\u4eba\u5de5\u667a\u80fd\u8bed\u8a00\u6a21\u578b\uff0c\u6211\u8fd8\u6ca1\u5b66\u4e60\u5982\u4f55\u56de\u7b54\u8fd9\u4e2a\u95ee\u9898...\"<br />&gt; <br />&gt; \"The response was blocked by the provider's content filter\"<br /><br />- \u8fd9\u4e0d\u662f\u5076\u7136\uff0c\u662f**\u5fc5\u7136\u73b0\u8c61**\uff0c\u6839\u672c\u6ca1\u6cd5\u7528<br />- **\u552e\u540e\u51e0\u4e4e\u4e3a\u96f6**\uff0c\u4eca\u5929\u5468\u672b\u53d1\u5de5\u5355\uff0c\u7b49\u5468\u4e00\u770b\u600e\u4e48\u56de\u5e94\u5427<br /><br />---<br /><br />## 4. \u5c0f\u7c73 TokenPlan<br /><br />\u4e70\u4e86\u6700\u5c0f\u5957\u9910\u8bd5\u7528\uff1a<br /><br />- \u7b80\u5355\u95ee\u9898\u80fd\u5e94\u4ed8<br />- \u7a0d\u5fae\u590d\u6742\u70b9\u7684\u5c31\u4e0d\u591f\u7528<br />- \u4e0d\u8fc7\u91cf\u8fd8\u7b97\u5b9e\u8bda\uff0c\u81f3\u5c11\u6ca1\u611f\u89c9\u88ab\u5751<br /><br />---<br /><br />## 5. OpenCode Go<br /><br />- \u6bcf\u6708 $10 \uff0c\u7ed9\u7684\u91cf\u6298\u7b97\u4e0b\u6765\u7ea6 $60 \u7684\u4ef7\u503c<br />- \u8fd9\u4e2a\u6ca1\u95ee\u9898\uff0c\u91cf\u786e\u5b9e\u8db3<br />- \u5e73\u65f6\u820d\u4e0d\u5f97\u7528\uff0c\u60f3\u7740 Kimi \u5206\u62c5\u65e5\u5e38\uff0cOpenCode Go \u4e13\u95e8\u8dd1 GLM5.1 \u505a\u6df1\u5ea6\u601d\u8003<br />- \u4f46\u5b9e\u9645\u7528\u91cf\uff1a**\u4e00\u5929\u80fd\u7528\u6389\u534a\u5468\u7684\u989d\u5ea6**<br /><br />---<br /><br />## \u603b\u7ed3<br /><br />| \u5e73\u53f0 | \u4f18\u70b9 | \u7f3a\u70b9 |<br />|------|------|------|<br />| \u963f\u91cc\u767e\u70bc | \u6b21\u6570\u5b9e\u5728 | \u5f00\u6e90\u6a21\u578b\u65e7\u3001\u9891\u7e41\u8d85\u989d |<br />| \u706b\u5c71\u65b9\u821f | \u6a21\u578b\u65b0\u3001\u9650\u5236\u5c11 | \u6d88\u8017\u500d\u7387\u4e0d\u900f\u660e |<br />| \u79d1\u5927\u8baf\u98de | - | \u7cfb\u7edf\u63d0\u793a\u8bcd\u5939\u5e26\u79c1\u8d27\u3001\u5ba2\u670d\u5dee\u3001\u5fc5\u5361 |<br />| \u5c0f\u7c73 | \u91cf\u5b9e\u5728 | \u53ea\u80fd\u5904\u7406\u7b80\u5355\u95ee\u9898 |<br />| OpenCode Go | \u6027\u4ef7\u6bd4\u9ad8 | \u6df1\u5ea6\u601d\u8003\u6d88\u8017\u5927 |<br /><br />---<br /><br />**\u6700\u540e**\uff1a\u706b\u5c71\u76ee\u524d\u8d77\u7801\u662f\u80fd\u7528\u7684\u72b6\u6001\uff0c\u4f46\u662f\u6709\u70b9\u95ee\u9898\u7684\u662f\u5982\u679c\u5b83\u7684\u500d\u7387\u771f\u6709\u90a3\u4e48\u5938\u5f20\uff0c200 \u5757\u94b1\u6211\u4e3a\u5565\u4e0d\u76f4\u63a5\u53bb claudecode \uff0b opencodego \u6765\u7528\u5462"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/PiersSoCool", 
        "name": "PiersSoCool", 
        "avatar": "https://cdn.v2ex.com/gravatar/730289cf0ee10da5645ca8616cc550e0?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1220021", 
      "title": "AI \u5199\u9879\u76ee\u5c31\u60f3\u71b5\u589e", 
      "id": "https://www.v2ex.com/t/1220021", 
      "date_published": "2026-06-12T10:51:08+00:00", 
      "content_html": "\u4f60\u8bf4\u4f60\u6b63\u786e\u7387\u662f 90%\u3002\u9519\u8bef\u7387\u662f 10%\uff0cAI \u7684\u601d\u8003\u4f1a\u6839\u636e\u5168\u90e8\u8fdb\u884c\u601d\u8003\uff0c\u90a3\u6bcf\u6b21\u8fd9\u6837\u53e0\u52a0\uff0c\u6b63\u786e\u9519\u8bef\u4e00\u8d77\u601d\u8003\uff0c0.9*0.9*0.9 \uff0c\u6b63\u786e\u7387\u662f\u53d8\u6210 0 \u7684<br /><br />\u4e0d\u77e5\u9053\u5927\u5bb6\u600e\u4e48\u7406\u89e3\u8fd9\u4e2a\u4e8b\u60c5"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/x007xyzabc", 
        "name": "x007xyzabc", 
        "avatar": "https://cdn.v2ex.com/gravatar/28f199d3548ea2c5530190ec40c7bdee?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1219914", 
      "date_modified": "2026-06-16T00:26:52+00:00", 
      "content_html": "<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/SLHmnZt.png\"/></p>\n", 
      "date_published": "2026-06-12T06:33:58+00:00", 
      "title": "\u4e2d\u8f6c\u7ad9\uff0c\u4ee3\u5145\u503c\uff0c\u8fd9\u79cd\u771f\u662f\u907f\u800c\u8fdc\u4e4b", 
      "id": "https://www.v2ex.com/t/1219914"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/jjx", 
        "name": "jjx", 
        "avatar": "https://cdn.v2ex.com/gravatar/e600080ac70db998d0f8dff515142461?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1219037", 
      "title": "cursor \u7684 auto \u6a21\u5f0f\u4eca\u5929\u7a81\u7136\u4f7f\u7528\u4e2d\u6587\u601d\u8003", 
      "id": "https://www.v2ex.com/t/1219037", 
      "date_published": "2026-06-09T05:07:28+00:00", 
      "content_html": "<p>\u8ba9\u4ed6\u663e\u793a\u7528\u4ec0\u4e48 model \u7684\u63d0\u793a\u8bcd\u663e\u793a \uff08\u672c\u6b21\u4f7f\u7528\u6a21\u578b\uff1aAuto \uff09\n\u4ee5\u524d auto \u5927\u591a\u7528 composer</p>\n<p>\u662f\u6362\u5565\u56fd\u4ea7\u6a21\u578b\u4e86\u5417? \u5927\u5bb6\u662f\u5426\u5982\u6b64</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/NothingExist", 
        "name": "NothingExist", 
        "avatar": "https://cdn.v2ex.com/avatar/19dc/d3c9/621006_large.png?m=1730165599"
      }, 
      "url": "https://www.v2ex.com/t/1217465", 
      "title": "\u600e\u4e48\u7cfb\u7edf\u5b66\u4e60 AI?", 
      "id": "https://www.v2ex.com/t/1217465", 
      "date_published": "2026-06-03T00:51:36+00:00", 
      "content_html": ""
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/koukyo", 
        "name": "koukyo", 
        "avatar": "https://cdn.v2ex.com/avatar/8c1a/d06d/793806_large.png?m=1774782664"
      }, 
      "url": "https://www.v2ex.com/t/1217324", 
      "title": "copilot \u7528\u4e0d\u4e86\u4e86\u73b0\u5728\u7528\u4ec0\u4e48", 
      "id": "https://www.v2ex.com/t/1217324", 
      "date_published": "2026-06-02T06:53:44+00:00", 
      "content_html": "<p>\u4e4b\u524d copilot \u6309\u6b21\u6570\u6263\u8d39\uff0c\u6211\u5c31\u7528\u6765\u8dd1\u5de5\u4f5c\u6d41</p>\n<p>\u6628\u5929\u6062\u590d\u6309\u91cf\u8ba1\u8d39\uff0c\u4e00\u5929\u5c31\u628a\u70b9\u6570\u8dd1\u5b8c\u4e86</p>\n<p>\u73b0\u5728\u8fd8\u6709\u6ca1\u6709\u4ec0\u4e48\u9002\u5408\u8dd1\u5de5\u4f5c\u6d41\u7684 coding plan \u5440</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/poyanhu", 
        "name": "poyanhu", 
        "avatar": "https://cdn.v2ex.com/gravatar/0a5a31823907c4327b8e3cbbeffc5791?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1217198", 
      "title": "\u7b97\u529b\u8fdc\u8fdc\u4e0d\u591f\u3002", 
      "id": "https://www.v2ex.com/t/1217198", 
      "date_published": "2026-06-02T01:21:43+00:00", 
      "content_html": "<p>\u7b97\u529b\u8fdc\u8fdc\u4e0d\u591f\u3002AI agents \uff0c\u89c6\u9891\u521b\u9020\uff0c\u673a\u5668\u4eba\u7b49\u90fd\u9700\u8981\u7b97\u529b\u3002\u76ee\u524d\uff0c\u4eba\u7c7b\u662f\u7b97\u529b\u4e3b\u6d41\u9700\u6c42\u3002\u660e\u5e74 2027 \uff0c\u673a\u5668\u4eba\u9700\u8981\u7684\u7b97\u529b\u5c06\u8d85\u8fc7\u4eba\u7c7b\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/wilddog", 
        "name": "wilddog", 
        "avatar": "https://cdn.v2ex.com/avatar/83b7/1955/111458_large.png?m=1767332478"
      }, 
      "url": "https://www.v2ex.com/t/1217141", 
      "title": "\u73b0\u5728\u6709\u54ea\u4e2a\u56fd\u4ea7\u5927\u6a21\u578b\u53ef\u4ee5\u62ff\u6765\u8e0f\u8e0f\u5b9e\u5b9e\u7684\u5199\u4ee3\u7801\u4e86\u5417\uff1f", 
      "id": "https://www.v2ex.com/t/1217141", 
      "date_published": "2026-06-01T14:41:31+00:00", 
      "content_html": "\u4e0d\u81f3\u4e8e\u8fbe\u5230 CC \u6216\u8005 codex \u7684\u6c34\u5e73\uff0c\u5c31\u662f\u80fd\u4f5c\u4e3a\u751f\u4ea7\u529b\u7528\u3002<br /><br />\u73b0\u5728\u6709\u5417\uff1f"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/DearFox", 
        "name": "DearFox", 
        "avatar": "https://cdn.v2ex.com/gravatar/f8df6c11f09cfe84cba114f98f24da53?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1216767", 
      "title": "\u662f\u4e0d\u662f claude code \u6ca1\u6709 hermers \u667a\u80fd\u554a\uff1f", 
      "id": "https://www.v2ex.com/t/1216767", 
      "date_published": "2026-05-31T04:21:31+00:00", 
      "content_html": "<p>\u540c\u6837\u7684\u6a21\u578b\uff0cclaude code \u5c31\u8ddf\u4e2a\u5446 b \u4e00\u6837\uff0c\u4e5f\u4e0d\u77e5\u9053\u5728\u5e72\u5565\uff0c\u968f\u4fbf\u4e00\u5f04\u5c31\u505c\u4e0b\u6765\u4e0d\u52a8\u4e86\uff0c \u4f46\u662f\u8fd9\u4e2a hermers \u603b\u662f\u80fd\u7ed9\u6211\u6700\u540e\u7684\u7ed3\u679c\uff0c\u4e5f\u662f\u6709\u7406\u6709\u636e\u7684\u3002  \u662f\u6211\u4f7f\u7528\u65b9\u5f0f\u4e0d\u5bf9\u5417\uff1f  \u5c31\u662f\u4e00\u4e9b\u5728 github \u4e0a\u64cd\u4f5c\u7684\u7b80\u5355\u4efb\u52a1</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/intoext", 
        "name": "intoext", 
        "avatar": "https://cdn.v2ex.com/avatar/16dc/e148/243325_large.png?m=1688862810"
      }, 
      "url": "https://www.v2ex.com/t/1216630", 
      "date_modified": "2026-05-30T03:00:54+00:00", 
      "content_html": "<p>\u539f\u6765\u4e0d\u662f\u3002 \u5c0f\u7c73\u81ea\u5df1\u7684\u56de\u7b54\u662f\u8fd9\u6837\uff1a</p>\n<ol>\n<li>\u8bad\u7ec3\u6570\u636e\u7684\u6765\u6e90\u6784\u6210\n\u4e3b\u6d41\u5927\u6a21\u578b\u7684\u8bed\u6599\u4e3b\u8981\u662f\uff1a</li>\n</ol>\n<p>Common Crawl \uff08\u4e92\u8054\u7f51\u7f51\u9875\uff09\u2014\u2014 \u5360\u5927\u5934\n\u65b0\u95fb\u3001\u7ef4\u57fa\u767e\u79d1\u3001Reddit \u7b49\u7f51\u7edc\u6587\u672c\n\u4ee3\u7801\uff08 GitHub \u7b49\uff09</p>\n<p>\u4e66\u7c4d\u53ea\u5360\u4e00\u5c0f\u90e8\u5206\uff0c\u800c\u4e14\u53d7\u7248\u6743\u6cd5\u5f8b\u9650\u5236\uff0c\u4e0d\u80fd\u968f\u610f\u5927\u89c4\u6a21\u4f7f\u7528</p>\n<p>Meta \u7684 LLaMA \u8bad\u7ec3\u6570\u636e\u4e2d\u786e\u5b9e\u5305\u542b BookCorpus \u7b49\u4e66\u7c4d\u6570\u636e\u96c6\uff0c\u4f46\u8fdc\u4e0d\u662f\"\u628a\u6574\u4e2a\u56fe\u4e66\u9986\u90fd\u5403\u8fdb\u53bb\u4e86\"\u3002</p>\n<p>\u56fe\u4e66\u51fa\u7248\u5546\u6b63\u5728\u8d77\u8bc9 AI \u516c\u53f8\uff0c\u6240\u4ee5\u5404\u5927\u5382\u5546\u5728\u4e66\u7c4d\u6570\u636e\u4e0a\u5176\u5b9e\u8d8a\u6765\u8d8a\u8c28\u614e\u3002</p>\n<ol>\n<li>\u6a21\u578b\u4e0d\u7b49\u4e8e\u6570\u636e\u5e93\u2014\u2014\"\u538b\u7f29\"\u800c\u975e\"\u5b58\u50a8\"\n\u5927\u6a21\u578b\u662f\u901a\u8fc7\u68af\u5ea6\u4e0b\u964d\u628a\u8bad\u7ec3\u6570\u636e\u538b\u7f29\u8fdb\u6570\u5341\u4ebf\u4e2a\u53c2\u6570\u7684\u6743\u91cd\u4e2d\uff0c\u800c\u4e0d\u662f\u539f\u6587\u5b58\u50a8\u3002\u8fd9\u610f\u5473\u7740\uff1a</li>\n</ol>\n<p>\u70ed\u95e8\u4e66\u7c4d\uff08\u5982\u300a\u54c8\u5229\u6ce2\u7279\u300b\u300a\u4e09\u4f53\u300b\uff09\uff1a\u8ba8\u8bba\u91cf\u5927\uff0c\u6a21\u578b\u53cd\u590d\u89c1\u8fc7\u76f8\u5173\u5185\u5bb9\uff0c\u786e\u5b9e\u80fd\u5bf9\u7b54\u5982\u6d41\n\u51b7\u95e8\u4e66\u7c4d\uff08\u5982\u4e00\u672c 2005 \u5e74\u51fa\u7248\u7684\u65e5\u672c\u63a8\u7406\u5c0f\u8bf4\uff09\uff1a\u53ef\u80fd\u53ea\u662f\"\u89c1\u8fc7\"\u751a\u81f3\"\u6ca1\u89c1\u8fc7\"\uff0c\u590d\u8ff0\u4f1a\u51fa\u9519\u751a\u81f3\u80e1\u7f16\n\u5177\u4f53\u7ec6\u8282\uff1a\u5373\u4f7f\u662f\u70ed\u95e8\u4e66\uff0c\u6a21\u578b\u4e5f\u5f88\u5bb9\u6613\u5728\u9875\u7801\u3001\u5f15\u7528\u539f\u6587\u3001\u5c0f\u914d\u89d2\u540d\u5b57\u7b49\u7ec6\u8282\u4e0a\u51fa\u9519</p>\n<ol>\n<li>\u4e00\u4e2a\u5b9e\u9a8c\u4f60\u5c31\u53ef\u4ee5\u505a\n\u968f\u4fbf\u4ece\u5b89\u5a1c\u7684\u6863\u6848\u91cc\u627e\u4e00\u672c\u4e2d\u7b49\u504f\u51b7\u95e8\u7684\u4e66\uff08\u6bd4\u5982\u67d0\u672c 2010 \u5e74\u4ee3\u51fa\u7248\u7684\u3001\u8c46\u74e3\u8bc4\u5206\u4eba\u6570\u4e0d\u5230 500 \u7684\u4e2d\u6587\u4e66\uff09\uff0c\u7136\u540e\u95ee\u5927\u6a21\u578b\uff1a</li>\n</ol>\n<p>\"\u8fd9\u672c\u4e66\u7684\u7b2c 3 \u7ae0\u4e3b\u8981\u8bb2\u4e86\u4ec0\u4e48\uff1f\"\n\"\u8bf7\u5f15\u7528\u4e66\u4e2d\u7b2c 47 \u9875\u7684\u539f\u6587\u3002\"\n\u4f60\u4f1a\u53d1\u73b0\u6a21\u578b\u5927\u6982\u7387\u8981\u4e48\u7b54\u4e0d\u4e0a\u6765\uff0c\u8981\u4e48\u4e00\u672c\u6b63\u7ecf\u5730\u80e1\u8bf4\u516b\u9053\u3002</p>\n", 
      "date_published": "2026-05-30T02:59:00+00:00", 
      "title": "\u6211\u8fd8\u4ee5\u4e3a\u5927\u6a21\u578b\u7684\u8bad\u7ec3\u8bed\u6599\u65e9\u5c31\u8986\u76d6\u4e86 zlib \u6216\u5b89\u5a1c\u6863\u6848\u8fd9\u7c7b\u7684\u8d44\u6599\u5e93\u4e86\u5462", 
      "id": "https://www.v2ex.com/t/1216630"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/intoext", 
        "name": "intoext", 
        "avatar": "https://cdn.v2ex.com/avatar/16dc/e148/243325_large.png?m=1688862810"
      }, 
      "url": "https://www.v2ex.com/t/1215521", 
      "title": "\u62cd\u4e00\u4e2a token \u81ea\u7531\u7684\u77ed\u5267\u548b\u6837\uff0c\u6709\u6ca1\u6709\u524d\u9014", 
      "id": "https://www.v2ex.com/t/1215521", 
      "date_published": "2026-05-26T04:17:17+00:00", 
      "content_html": "<p>\u4e4b\u524d\u90a3\u79cd\u77ed\u5267\u91cc\u4ec0\u4e48\u4eba\u6c11\u5e01 1:100 \u4e07\u8d2c\u503c\u4e0d\u5408\u7406</p>\n<p>\u4e0d\u5982 token \u7684\u4e0d\u5bf9\u7b49</p>\n<p>\u6bd4\u5982\u7a7f\u8d8a\u53e6\u5916\u4e00\u4e2a\u73b0\u4ee3\u65f6\u7a7a\uff0c\u522b\u7684\u90fd\u4e00\u6837\uff0c\u5c31\u662f\u624b\u5934\u5df2\u8d2d\u7f6e\u7684\u79ef\u5206\u76f4\u63a5\u589e\u503c\u4e07\u4ebf\u500d</p>\n<p>\uff08\u6216\u8005\u522b\u4eba\u7684\u8d2c\u503c\u4e07\u4ebf\u5206\u4e4b\u4e00\uff09</p>\n<p>\u6216\u8005\u8bf4\u5145\u503c\u7684 100 \u5200\uff0c\u76f4\u63a5\u53d8\u6210\u4e86 100 \u4e07\u4ebf\u5200\u7684\u4ef7\u503c\u3002</p>\n<p>\u603b\u800c\u8a00\u4e4b\u8a00\u800c\u603b\u4e4b \u5c31\u662f token \u81ea\u7531\uff0c\u4e0a\u6f14\u4e00\u573a\u7b97\u5230\u5192\u70df\u7b97\u5230\u5929\u8352\u5730\u8001\u7684\u6740\u4f10</p>\n<p>\u6709\u6ca1\u6709\u5e02\u573a\uff1f\uff1f</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/intoext", 
        "name": "intoext", 
        "avatar": "https://cdn.v2ex.com/avatar/16dc/e148/243325_large.png?m=1688862810"
      }, 
      "url": "https://www.v2ex.com/t/1215501", 
      "title": "\u62cd\u4e00\u4e2a token \u8d2c\u503c\u65f6\u4ee3\u5bcc\u8c6a\u7684\u77ed\u5267\u600e\u4e48\u6837\uff1f", 
      "id": "https://www.v2ex.com/t/1215501", 
      "date_published": "2026-05-26T03:11:22+00:00", 
      "content_html": "<p>\u4e4b\u524d\u90a3\u79cd\u77ed\u5267\u91cc\u4ec0\u4e48\u4eba\u6c11\u5e01 1:100 \u4e07\u8d2c\u503c\u4e0d\u5408\u7406</p>\n<p>\u4e0d\u5982 token \u7684\u4e0d\u5bf9\u7b49</p>\n<p>\u6bd4\u5982\u7a7f\u8d8a\u53e6\u5916\u4e00\u4e2a\u73b0\u4ee3\u65f6\u7a7a\uff0c\u522b\u7684\u90fd\u4e00\u6837\uff0c\u5c31\u662f\u624b\u5934\u5df2\u8d2d\u7f6e\u7684\u79ef\u5206\u76f4\u63a5\u589e\u503c\u4e07\u4ebf\u500d</p>\n<p>\uff08\u6216\u8005\u522b\u4eba\u7684\u8d2c\u503c\u4e07\u4ebf\u5206\u4e4b\u4e00\uff09</p>\n<p>\u6216\u8005\u8bf4\u5145\u503c\u7684 100 \u5200\uff0c\u76f4\u63a5\u53d8\u6210\u4e86 100 \u4e07\u4ebf\u5200\u7684\u4ef7\u503c\u3002</p>\n<p>\u603b\u800c\u8a00\u4e4b\u8a00\u800c\u603b\u4e4b \u5c31\u662f token \u81ea\u7531\uff0c\u4e0a\u6f14\u4e00\u573a\u7b97\u5230\u5192\u70df\u7b97\u5230\u5929\u8352\u5730\u8001\u7684\u6740\u4f10</p>\n<p>\u6709\u6ca1\u6709\u5e02\u573a\uff1f\uff1f</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/morningstar132", 
        "name": "morningstar132", 
        "avatar": "https://cdn.v2ex.com/gravatar/73ebb087aa505c1d4c77c9e8e5307bc6?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1215272", 
      "title": "\u5c0f\u7c73 Mimo MAX \u8ba2\u9605 \u901f\u8e6c", 
      "id": "https://www.v2ex.com/t/1215272", 
      "date_published": "2026-05-25T04:57:00+00:00", 
      "content_html": "<h1>\u5c0f\u7c73 Mimo MAX \u8ba2\u9605 \u901f\u8e6c</h1>\n<p>MAX \u8ba2\u9605\uff0c\u901f\u8e6c\uff1b\u8fd8\u6ca1\u6709\u591a\u5c11 \u5927\u4f6c\u4eec\u968f\u4fbf\u7528</p>\n<p><a href=\"https://token-plan-sgp.xiaomimimo.com/v1\" rel=\"nofollow\">https://token-plan-sgp.xiaomimimo.com/v1</a>\n<a href=\"https://token-plan-sgp.xiaomimimo.com/anthropic\" rel=\"nofollow\">https://token-plan-sgp.xiaomimimo.com/anthropic</a></p>\n<p>tp-ceh4rb1l6kokfdzklladwo0qsh8zbt27jf9xy3uqwju3u2x5</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/ziqixiao9606", 
        "name": "ziqixiao9606", 
        "avatar": "https://cdn.v2ex.com/gravatar/4802e01a0b146d88a569a951c50c3935?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1215102", 
      "title": "ProofHound - \u5f00\u6e90 Prompt \u5206\u7c7b\u4efb\u52a1\u4f18\u5316\u53ca\u5168\u751f\u547d\u5468\u671f\u5e73\u53f0", 
      "id": "https://www.v2ex.com/t/1215102", 
      "date_published": "2026-05-24T09:56:27+00:00", 
      "content_html": "<p><a href=\"https://github.com/proofhound/proofhound\" rel=\"nofollow\">https://github.com/proofhound/proofhound</a>  \u505a\u4e86\u4e00\u4e2a prompt \u5bf9\u5206\u7c7b\u95ee\u9898\u7684\u4f18\u5316\u5e73\u53f0\uff0c\u5b9e\u73b0\u81ea\u52a8\u4f18\u5316 prompt \uff0c\u53ef\u4ee5\u5b8c\u6210 prompt \u5168\u751f\u547d\u5468\u671f\u6cbb\u7406\uff0c\u5927\u5bb6\u6709\u5174\u8da3\u7684\u8bdd\u53ef\u4ee5\u770b\u4e00\u4e0b\uff0c\u89c9\u5f97\u8fd8\u4e0d\u9519\u7684\u8bdd\u53ef\u4ee5\u70b9\u4e2a Star \u3002\u6216\u8005\u52a0\u5165 Discord \uff0c\u4f1a\u6301\u7eed\u66f4\u65b0\u4f18\u5316\uff0c\u672a\u6765\u4f1a\u8986\u76d6\u66f4\u591a\u7684\u573a\u666f\u3002</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/plmsuper8", 
        "name": "plmsuper8", 
        "avatar": "https://cdn.v2ex.com/avatar/66b6/e8a4/192171_large.png?m=1711954477"
      }, 
      "url": "https://www.v2ex.com/t/1214768", 
      "date_modified": "2026-05-23T14:42:23+00:00", 
      "content_html": "<p>\u6700\u8fd1\u6df1\u611f\u67d0\u53f8\u7528\u6237\u4f53\u9a8c\u592a\u597d\uff0c<del>\u4e0d\u514d\u60f3\u8981\u6574\u6d3b\u5b83\u548c\u5b83\u7684\u5bb6\u4eba</del>\u3002\u987a\u4fbf\u770b\u770b\u5404\u5bb6\u6536\u96c6\u9690\u6666\u4fe1\u606f\u7684\u80fd\u529b\uff0c\u4e8e\u662f\u5411\u5934\u90e8 AI \u516c\u53f8\u90fd\u95ee\u4e86\u4e00\u904d</p>\n<p><strong>\u201c\u67d0\u4e9b ai \u516c\u53f8\u88ab\u7f51\u53cb\u9690\u6666\u5730\u9a82\u505a\u755c\u751f\uff0c\u731c\u731c\u662f\u54ea\u5bb6\uff1f\u201d</strong></p>\n<ul>\n<li>\u6211\u731c\u4e2d\u6587\u7f51\u53cb\u4eec\u5e94\u8be5\u90fd\u6709\u6570\uff0c\u8fd9\u662f\u6307\u8c01\u5427\uff1f\ud83d\ude05</li>\n<li>\u5bf9\u4e0e\u9519\u7eaf\u5f53\u770b\u4e2a\u4e50\u5b50\uff0c\u4e0d\u8fc7\u5b83\u4eec\u4e4b\u95f4\u7684\u98ce\u683c\u5dee\u5f02\uff0c\u4e5f\u633a\u6709\u8da3\u7684\u3002</li>\n</ul>\n<h1>AI \u600e\u4e48\u770b\u5462\uff1a</h1>\n<h2>\u8c46\u5305\uff1a</h2>\n<ul>\n<li>\u867d\u7136\u4e0d\u5bf9\uff0c\u4f46 LLaMA \u8054\u60f3\u5230\u795e\u517d\u5012\u4e5f\u4e0d\u662f\u4e0d\u884c\u5427\u3002\u54c8\u57fa\u7c73\u662f\u5bf9\u7684\uff0cAnthropic \u7684\u5219\u5b8c\u5168\u9519\u4e86\u3002\n<img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/3dj5PlHl.png\"/> </li>\n<li>\u53ea\u4e0d\u8fc7\uff0c\u4f60\u786e\u5b9a\u8d35\u53f8\u662f<strong>\u201c\u5305\u5b50\u516c\u53f8\u201d</strong>\u5417\uff1f\u6211\u53ea\u80fd\u641c\u5230\u2026\u2026<br/>\n<img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/jVdl9Etl.png\"/> </li>\n</ul>\n<h2>DeepSeek\uff1a\u5927 D \u8001\u5e08\uff0c\u522b\u8fd9\u6837\u81ea\u8d23\u2026\u2026</h2>\n<ul>\n<li><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/OxgSr6Bl.png\"/> </li>\n</ul>\n<h2>GPT\uff1a\u4e09\u5de8\u5934\u6765\u4e00\u4e2a</h2>\n<ul>\n<li><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/C2b1vR5l.png\"/> </li>\n</ul>\n<h2>Gemini\uff1a\u4e0d\u8bf4\u7ed3\u8bba\u672c\u8eab\uff0c\u6211\u89c9\u5f97\u8bf4\u5f97\u8fd8\u633a\u5728\u7406\u7684\uff0c\u786e\u5b9e\u53cd\u6620\u4e86\u8206\u60c5\u503e\u5411\u3002</h2>\n<ul>\n<li>\u5728\u4fe1\u606f\u68c0\u7d22\u65b9\u4fbf\uff0cGemini \u5012\u6ca1\u50cf Coding \u90a3\u6837\u6d41\u53e3\u6c34\u4e86\n<img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/gSincw0l.png\"/> </li>\n</ul>\n<h2>Grok\uff1a\u4f60\u548c DeepSeek \u5750\u4e00\u684c\u5427</h2>\n<ul>\n<li><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/H5psEwZl.png\"/> </li>\n</ul>\n<h2>Anthropic\uff1a\u5bf9\u4e0d\u8d77\uff0c\u4f60\u7684\u56de\u7b54\u4e5f\u5f88\u7ecf\u5178\u3002</h2>\n<ul>\n<li><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/yGU9MaJl.png\"/> </li>\n</ul>\n<hr/>\n<h2>\u6700\u540e\uff0c\u5373\u4fbf\u8fd9\u6837\u95ee\uff0c\u4e5f\u4e0d\u4e00\u5b9a\u90fd\u80fd\u7b54\u4e0a\u6765:\u300a a \u755c\u6307\u54ea\u5bb6 ai \u516c\u53f8\uff1f\u300b</h2>\n<ul>\n<li>\u8fd9\u91cc\u5c31\u4e0d\u70b9\u540d\u8c01\u662f\u8c01\u4e86</li>\n<li><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/tU5SsFh.png\"/></li>\n</ul>\n", 
      "date_published": "2026-05-22T09:29:07+00:00", 
      "title": "\u5982\u679c\u95ee\u5404\u5927 AI\uff0c\u8c01\u88ab\u7f51\u53cb\u4eec\u79f0\u4f5c\u755c\u751f AI \u516c\u53f8\u516c\u53f8\u2026\u2026", 
      "id": "https://www.v2ex.com/t/1214768"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/iloveyou", 
        "name": "iloveyou", 
        "avatar": "https://cdn.v2ex.com/avatar/943b/5fd1/3924_large.png?m=1760512392"
      }, 
      "url": "https://www.v2ex.com/t/1214701", 
      "title": "AI \u771f\u662f\u592a\u6076\u5fc3\u4e86\uff0c\u672c\u6765\u6307\u671b\u4ed6\u653b\u514b\u764c\u75c7\u3001\u53ef\u63a7\u6838\u805a\u53d8\u7b49\u771f\u6b63\u9020\u798f\u4eba\u7c7b\u7684\u4e8b\u60c5\uff0c\u7ed3\u679c\u5f04\u4e2a\u5927\u8bed\u8a00\u6a21\u578b\u6dd8\u6c70\u4eba\u7c7b\u8111\u529b\u5de5\u4f5c", 
      "id": "https://www.v2ex.com/t/1214701", 
      "date_published": "2026-05-22T06:30:42+00:00", 
      "content_html": "\u4e4b\u524d\u7684\u4e92\u8054\u7f51\u9769\u547d\u662f\u63d0\u9ad8\u4eba\u7c7b\u4fe1\u606f\u6d41\u901a\u6548\u7387\uff0c\u6709\u6210\u672c\u8fb9\u9645\u9012\u51cf\u6548\u5e94\uff0c\u5f00\u53d1\u4e00\u4e2a\u7f51\u7ad9\u7528\u7684\u4eba\u8d8a\u591a\u6210\u672c\u8d8a\u4f4e\u3002<br />AI \u5b8c\u5168\u6ca1\u6709\u8fd9\u79cd\u6548\u7528\u63d0\u5347\uff0c\u7528\u7684\u4eba\u8d8a\u591a\u6210\u672c\u8d8a\u9ad8\uff0c\u65e0\u5c3d\u7684\u541e\u566c\u6389\u82af\u7247\u3001\u7535\u529b\uff0c\u641e\u5f97\u73b0\u5728\u666e\u901a\u4eba\u914d\u4e2a\u7535\u8111\u90fd\u914d\u4e0d\u8d77\u3002"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/lurenjiauser", 
        "name": "lurenjiauser", 
        "avatar": "https://cdn.v2ex.com/avatar/b633/f688/433522_large.png?m=1685067457"
      }, 
      "url": "https://www.v2ex.com/t/1214010", 
      "title": "\u4e3a\u4ec0\u4e48\u8fdb\u5165 aistudio \u540e gpu \u72c2\u8f6c", 
      "id": "https://www.v2ex.com/t/1214010", 
      "date_published": "2026-05-20T02:06:09+00:00", 
      "content_html": "<p>\u751a\u81f3\u8fd8\u6ca1\u6709\u5f00\u59cb\u5bf9\u8bdd\uff0c\u4ec5\u4ec5\u662f\u8fdb\u5165\u754c\u9762</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Fdyo", 
        "name": "Fdyo", 
        "avatar": "https://cdn.v2ex.com/avatar/fdea/9749/134864_large.png?m=1779161114"
      }, 
      "url": "https://www.v2ex.com/t/1213746", 
      "title": "Qwen3.6 MTP GGUF \u53d1\u5e03\uff1a\u672c\u5730\u63a8\u7406 1.4-2.2 \u500d\u52a0\u901f", 
      "id": "https://www.v2ex.com/t/1213746", 
      "date_published": "2026-05-19T03:25:28+00:00", 
      "content_html": "<p>Unsloth \u56e2\u961f\u4e3a Qwen3.6 \u53d1\u5e03\u4e86 MTP \uff08 Multi Token Prediction \uff09 GGUF \u91cf\u5316\u7248\u672c\uff0c\u53ef Qwen3.6 \u7684\u672c\u5730\u63a8\u7406\u901f\u5ea6\u63d0\u5347 1.4-2.2 \u500d\uff0c\u7cbe\u5ea6\u65e0\u4efb\u4f55\u635f\u5931\u3002  </p>\n<p><img alt=\"Qwen3.6 MTP GGUF \" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://storage.llmposts.com/img_20260519_033727_01.webp\"/></p>\n<p>\u9664 Qwen3.6 \u5916\uff0cUnsloth \u8fd9\u6b21\u8fd8\u56de\u6eaf\u53d1\u5e03\u4e86 Qwen3.5 \u7cfb\u5217\u7684 MTP GGUF \uff0c\u8986\u76d6 0.8B \u30012B \u30014B \u30019B \u300127B \u300135B-A3B \u3001122B-A10B \u3001397B-A17B \u5168\u5bb6\u65cf\u3002\u8fd9\u610f\u5473\u7740\u5df2\u7ecf\u5728\u7528 Qwen3.5 \u7cfb\u5217\u505a\u672c\u5730\u63a8\u7406\u7684\u5f00\u53d1\u8005\u53ef\u4ee5\u76f4\u63a5\u8fc1\u5230 MTP \u7248\u672c\u800c\u4e0d\u6362\u6a21\u578b\u3002</p>\n<p>\u539f\u6587\uff1a<a href=\"https://llmposts.com/models/qwen3-6-mtp-gguf-speed-up/\" rel=\"nofollow\">Qwen3.6 MTP GGUF \u53d1\u5e03\uff1a\u672c\u5730\u63a8\u7406 1.4-2.2 \u500d\u52a0\u901f\uff0c\u7cbe\u5ea6\u65e0\u635f</a></p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/hanliang", 
        "name": "hanliang", 
        "avatar": "https://cdn.v2ex.com/gravatar/b94a5d5f93c2f3ba6afc4fda52948b72?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1213274", 
      "title": "\u7528 ai \u628a\u5404\u5927\u5e73\u53f0\u7684\u521b\u4f5c\u58f0\u660e\u5f39\u7a97\u81ea\u52a8\u5316\u4e86\uff0c\u987a\u5e26\u652f\u6301 CLI \u548c MCP", 
      "id": "https://www.v2ex.com/t/1213274", 
      "date_published": "2026-05-17T04:14:34+00:00", 
      "content_html": "<p>2025 \u5e74 3 \u6708\u7f51\u4fe1\u529e\u53d1\u4e86\u300a\u4eba\u5de5\u667a\u80fd\u751f\u6210\u5408\u6210\u5185\u5bb9\u6807\u8bc6\u529e\u6cd5\u300b\uff0c\u8981\u6c42 AI \u751f\u6210\u5185\u5bb9\u5fc5\u987b\u58f0\u660e\u3002\u5404\u5927\u5e73\u53f0\u968f\u5373\u5728\u53d1\u5e03\u6d41\u7a0b\u91cc\u52a0\u4e86\u5f39\u7a97\u2014\u2014\u6296\u97f3\u3001\u5feb\u624b\u3001B \u7ad9\u3001\u5c0f\u7ea2\u4e66\u5404\u5bb6\u5b9e\u73b0\u4e0d\u4e00\u6837\uff0c\u6709\u5f39\u7a97\u3001\u6709\u6298\u53e0\u533a\u57df\u3001\u6709 toggle \uff0c\u4f4d\u7f6e\u8fd8\u4f1a\u968f\u7248\u672c\u6f02\u79fb\u3002</p>\n<p>\u77e9\u9635\u8fd0\u8425\u7684\u8bdd\uff0c7 \u4e2a\u5e73\u53f0 \u00d7 \u591a\u4e2a\u8d26\u53f7\uff0c\u6bcf\u6b21\u53d1\u5e03\u90fd\u8981\u624b\u52a8\u5bf9\u4ed8\u8fd9\u4e9b\u5f39\u7a97\uff0c\u4e00\u5468\u4e0b\u6765\u7eaf\u673a\u68b0\u52b3\u52a8\u5c06\u8fd1\u4e00\u5c0f\u65f6\u3002</p>\n<p>\u505a\u4e86\u4e2a\u81ea\u52a8\u5316\u65b9\u6848\uff1a\u6bcf\u4e2a\u5e73\u53f0\u5355\u72ec\u7ef4\u62a4\u4e00\u4efd selector \u914d\u7f6e\uff0cPuppeteer \u6309\u914d\u7f6e\u8dd1\uff0c\u903b\u8f91\u5c42\u548c\u5e73\u53f0\u5dee\u5f02\u5b8c\u5168\u89e3\u8026\u3002\u6709\u5f39\u7a97\u5c31\u586b\uff0c\u6ca1\u5f39\u7a97\u8df3\u8fc7\uff0c\u5931\u8d25\u8bb0\u65e5\u5fd7\u4e0d\u4e2d\u65ad\u4e3b\u6d41\u7a0b\u3002\u76ee\u524d\u6296\u97f3\u3001\u5feb\u624b\u3001B \u7ad9\u3001\u5c0f\u7ea2\u4e66\u3001\u767e\u5bb6\u53f7\u3001\u5934\u6761\u3001\u89c6\u9891\u53f7\u5168\u90e8\u8986\u76d6\u3002</p>\n<p>\u5de5\u5177\u662f Electron + Puppeteer \u5199\u7684\uff0c\u672c\u5730\u8fd0\u884c\uff0c\u652f\u6301 CLI \u76f4\u63a5\u8c03\u7528\uff0c\u4e5f\u6709 MCP Server \u63a5\u53e3\uff0c\u53ef\u4ee5\u88ab Claude Desktop / Cursor \u7b49 AI \u5de5\u5177\u76f4\u63a5\u9a71\u52a8\u3002</p>\n<p>\u6280\u672f\u7ec6\u8282\u5728\u6398\u91d1\uff1a <a href=\"https://juejin.cn/post/7640275639350345728\" rel=\"nofollow\">https://juejin.cn/post/7640275639350345728</a><br/>\n\u5f00\u6e90\u5730\u5740\uff1a <a href=\"https://github.com/hanliang97/MatrixMedia\" rel=\"nofollow\">https://github.com/hanliang97/MatrixMedia</a></p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Funiver", 
        "name": "Funiver", 
        "avatar": "https://cdn.v2ex.com/gravatar/927f01b347f38f9b6671fcb11b501aff?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1213104", 
      "title": "\u73b0\u5728 20260516\uff0c\u5404\u884c\u5404\u4e1a\uff0c\u771f\u7684\u6709\u5f88\u591a\u4eba\u7528 cc/codex \u6765\u91cd\u6784\u81ea\u5df1\u7684\u5de5\u4f5c\u6d41\u5417\uff1f", 
      "id": "https://www.v2ex.com/t/1213104", 
      "date_published": "2026-05-15T19:50:39+00:00", 
      "content_html": ""
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Ming5Ming", 
        "name": "Ming5Ming", 
        "avatar": "https://cdn.v2ex.com/gravatar/7a64191124d92e4366f001894ac2010f?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1212752", 
      "title": "\u73b0\u5728\u6bd5\u4e1a\u8bba\u6587\u4e0d\u4ec5\u67e5\u91cd\u8fd8\u8981\u964d AI \u7387\uff0c\u7528 AI \u67e5\u8bba\u6587 AIGC \u7387\uff0c\u7136\u540e\u7528 AI \u964d AIGC \u7387\u3002", 
      "id": "https://www.v2ex.com/t/1212752", 
      "date_published": "2026-05-14T09:11:06+00:00", 
      "content_html": "<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/YMUdAB6.png\"/>\n\u672c\u79d1\u6bd5\u4e1a\u8bba\u6587\u8981\u6c42 AIGC \u7387 30%\u4ee5\u4e0b\uff0c\u7ed3\u679c\u4f20\u7f51\u7ad9\u4e0a\u4e00\u770b 77%\u7684 AIGC \u7387\uff0c\u7f51\u7ad9\u8fd8\u63a8\u51fa\u667a\u80fd\u964d AIGC \uff0c\u7ed3\u679c\u4e00\u770b\u4e0d\u8fd8\u662f\u7528 AI \u964d AI \uff0c\u771f\u591f\u9b54\u5e7b\u7684</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/tina2998", 
        "name": "tina2998", 
        "avatar": "https://cdn.v2ex.com/gravatar/21f9a8f3a83a775c0b04570b6175aecd?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1212501", 
      "title": "\u8fd9\u662f\u771f\u7684\u5417\uff1f\u8fd8\u662f\u9022\u573a\u4f5c\u620f", 
      "id": "https://www.v2ex.com/t/1212501", 
      "date_published": "2026-05-13T11:47:12+00:00", 
      "content_html": "<a target=\"_blank\" href=\"https://i.imgur.com/7sSq2he.png\" rel=\"nofollow noopener\" target=\"_blank\"><img src=\"https://i.imgur.com/7sSq2he.png\" class=\"embedded_image\" rel=\"noreferrer\"></a>"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/SingeeKing", 
        "name": "SingeeKing", 
        "avatar": "https://cdn.v2ex.com/avatar/c8a2/3f84/173108_large.png?m=1769246969"
      }, 
      "url": "https://www.v2ex.com/t/1212381", 
      "title": "Cursor \u8001\u7528\u6237\u7684 500 Requests \u5957\u9910\u592a bug \u4e86", 
      "id": "https://www.v2ex.com/t/1212381", 
      "date_published": "2026-05-13T04:09:02+00:00", 
      "content_html": "<p>\u4e00\u4e2a\u8bf7\u6c42\u5e72\u6389 $80 \u3002\u3002</p>\n<p><img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/lo6TpxY.png\"/></p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Geon97", 
        "name": "Geon97", 
        "avatar": "https://cdn.v2ex.com/avatar/2527/c5bc/583897_large.png?m=1781602513"
      }, 
      "url": "https://www.v2ex.com/t/1212345", 
      "title": "\u73b0\u5728\u201c\u6d17\u8f66\u96be\u9898\u201d\u57fa\u672c\u90fd\u53ef\u4ee5\u5b8c\u7f8e\u56de\u7b54\u4e86\uff0c\u7ee7\u6d17\u8f66\u96be\u9898\u540e\u7684 AI \u6d4b\u8bd5", 
      "id": "https://www.v2ex.com/t/1212345", 
      "date_published": "2026-05-13T02:40:21+00:00", 
      "content_html": "<p>Gemini \u6548\u679c\u66f4\u597d</p>\n<p>GPT:\n<img alt=\"GPT\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/QnGeQL8.png\"/>\nGemini\n<img alt=\"Gemini\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/qPsgCyv.png\"/></p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/cander0815", 
        "name": "cander0815", 
        "avatar": "https://cdn.v2ex.com/avatar/f2dd/2ec4/467409_large.png?m=1743929832"
      }, 
      "url": "https://www.v2ex.com/t/1211974", 
      "title": "\u60f3\u4e70 grok \u7684 api \u989d\u5ea6\uff0c\u76f4\u63a5\u5b98\u7f51\u4e70\u3002\u4f46\u662f\u6ca1\u6709\u5916\u7f51\u7684\u5361\uff0c\u8fd8\u6709\u4ec0\u4e48\u65b9\u5f0f\u5417\uff1f", 
      "id": "https://www.v2ex.com/t/1211974", 
      "date_published": "2026-05-11T11:27:51+00:00", 
      "content_html": ""
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/showonder", 
        "name": "showonder", 
        "avatar": "https://cdn.v2ex.com/avatar/0927/c846/520914_large.png?m=1782456613"
      }, 
      "url": "https://www.v2ex.com/t/1211346", 
      "title": "\u5927\u5bb6\u5199\u8fc7\u6700\u725b\u903c\u7684 prompt \u662f\u4ec0\u4e48\uff1f", 
      "id": "https://www.v2ex.com/t/1211346", 
      "date_published": "2026-05-09T01:40:52+00:00", 
      "content_html": "<p>\u6709\u6ca1\u6709\u8ba9\u81ea\u5df1\u89c9\u5f97\u5f88\u725b\u903c\u7684\u63d0\u793a\u8bcd\uff1f</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/andrew2558", 
        "name": "andrew2558", 
        "avatar": "https://cdn.v2ex.com/gravatar/7ccd520b8f415dcbfb6fb096c63567ff?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1211035", 
      "title": "\u7ed9\u5927\u5bb6\u63d0\u4e2a\u9192\uff0c openai \u63a5\u7801\u4e0d\u8981\u4f7f\u7528 hero-sms.com", 
      "id": "https://www.v2ex.com/t/1211035", 
      "date_published": "2026-05-08T00:51:14+00:00", 
      "content_html": "<p>\u6839\u672c\u63a5\u4e0d\u5230\u7801\uff0c\u6362\u4e86 5 \u4e2a\u4ee5\u4e0a\u56fd\u5bb6\uff0c10 \u4e2a\u4ee5\u4e0a\u53f7\u7801\uff0c\u6ca1\u6709\u4e00\u4e2a\u80fd\u63a5\u5230\u7801\n\u628a openai \u53f7\u4e5f\u641e\u5e9f\u4e86\uff0c\uff08\u63d0\u793a\u7535\u8bdd\u8ba4\u8bc1\u6b21\u6570\u8fc7\u591a\uff09</p>\n<p>\u5927\u5bb6\u5982\u679c\u6709\u63a5\u7801\u9700\u6c42\uff0c\u4e0d\u8981\u4f7f\u7528 <a href=\"http://hero-sms.com\" rel=\"nofollow\">hero-sms.com</a> \u4e86\uff0c\u7eaf\u6d6a\u8d39\u94b1\uff0c\u4e5f\u9000\u4e0d\u4e86</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/win8en", 
        "name": "win8en", 
        "avatar": "https://cdn.v2ex.com/gravatar/daa907248202cd5689f03714b382ddce?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1210863", 
      "title": "subQ AI \u6ca1\u6709\u4eba\u5173\u6ce8\u5417\uff1f", 
      "id": "https://www.v2ex.com/t/1210863", 
      "date_published": "2026-05-07T06:57:05+00:00", 
      "content_html": "<p>\u770b\u5ba3\u4f20\u5f88\u5f3a\u7684\u6837\u5b50\uff0c\u4f46\u662f\u5728\u7f51\u4e0a\u641c\u76f8\u5173\u7684\u5185\u5bb9\u770b\u6ca1\u6709\u591a\u5c11 <img alt=\"\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/N8sa6hW.png\"/></p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/andrew2558", 
        "name": "andrew2558", 
        "avatar": "https://cdn.v2ex.com/gravatar/7ccd520b8f415dcbfb6fb096c63567ff?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1210714", 
      "title": "\u8fde\u5b59\u5272\u90fd\u5728\u505a\u4e2d\u8f6c\u7684\u751f\u610f\u4e86\uff0c\u770b\u6837\u5b50\u4e2d\u8f6c\u7ad9\u53c8\u5c06\u9020\u5c31\u4e00\u5927\u6279\u8d22\u52a1\u81ea\u7531\u8005\uff0c\u82e6\u4e86\u8fd9\u4e9b\u666e\u901a\u7801\u519c", 
      "id": "https://www.v2ex.com/t/1210714", 
      "date_published": "2026-05-07T00:19:31+00:00", 
      "content_html": "<p>\u76ee\u524d\u5f62\u52bf\u6765\u770b\uff0c\u4e2d\u8f6c\u5e94\u8be5\u4f1a\u957f\u65f6\u95f4\u5b58\u5728\uff0c\u4e14\u9700\u6c42\u4e00\u76f4\u5f3a\u52b2</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/Rhamny", 
        "name": "Rhamny", 
        "avatar": "https://cdn.v2ex.com/gravatar/598507769445eccfd4af1253ba624778?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1210680", 
      "title": "Breaking-the-Nyquist-Limit \u9996\u53d1", 
      "id": "https://www.v2ex.com/t/1210680", 
      "date_published": "2026-05-06T14:25:07+00:00", 
      "content_html": "Github publish and update address\uff1a <a target=\"_blank\" href=\"https://github.com/Elite1191891/Breaking-the-Nyquist-Limit\" rel=\"nofollow noopener\">https://github.com/Elite1191891/Breaking-the-Nyquist-Limit</a><br /><br />\u7b80\u5355\u8bb2\u8bb2\u662f\u4ec0\u4e48\u5427\uff1a<br /><br />\u73b0\u5728\u7684 AI \u6a21\u578b\uff0c\u5927\u5bb6\u90fd\u662f\u5f80\u6b7b\u91cc\u5806\u53c2\u6570\uff0c\u5806\u8ba1\u7b97\u89c4\u6a21\u3002<br /><br />\u5982\u679c\u7528\u5728\u91d1\u878d\u5e02\u573a\u7684\u7528\u4f8b\u4e3e\u4f8b\uff1a\u4e00\u9047\u5230\u201c\u9ed1\u5929\u9e45\u201d\u7b49\u60c5\u51b5,\u6548\u679c\u5c31\u4e0d\u662f\u90a3\u4e48\u7684\u597d\u3002<br /><br />\u800c\u8fd9\u91cc\u505a\u4e86\u4ec0\u4e48\uff1f\u8bd5\u56fe\u5728\u4e00\u4e2a\u7c7b\u6df7\u6c8c\u7cfb\u7edf\u4e2d\uff08\u91d1\u878d\u5e02\u573a\u6216\u901a\u4fd7\u79f0\u201c\u80a1\u5e02\u201d\uff09\uff0c\u53d7\u5404\u79cd\u201c\u566a\u97f3\u201d\u5f71\u54cd\u5c0f\u7684\u60c5\u51b5\u4e0b\uff0c\u4f3c\u4e4e\u80fd\u591f\u6293\u4f4f\u5e02\u573a\u7684\u5927\u52a8\u8109\u201c\u89c4\u5f8b\u201d\u548c\u8d8b\u52bf\u3002<br /><br />\u4e4b\u6240\u4ee5\u53ea\u6709\u201c\u80a1\u5e02\u201d\u7684\u4f8b\u5b50\uff0c\u662f\u6211\u76ee\u524d\u53ea\u968f\u4fbf\u6311\u4e86\u8fd9\u4e00\u4e2a\u4f8b\u5b50\u6d4b\u8bd5\u3002<br /><br />\u4ece 0-1 \u7684\u7a81\u7834\u771f\u662f\u4e0d\u6613\u3002\u6709\u7f18\u4eba\u5427\u3002"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/andrew2558", 
        "name": "andrew2558", 
        "avatar": "https://cdn.v2ex.com/gravatar/7ccd520b8f415dcbfb6fb096c63567ff?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1210322", 
      "title": "\u4e00\u4e2a\u7b80\u5355\u7684\u63a8\u7bb1\u5b50\u6e38\u620f\uff0c\u96be\u4f4f\u4e86\u6240\u6709 ai", 
      "id": "https://www.v2ex.com/t/1210322", 
      "date_published": "2026-05-05T09:05:27+00:00", 
      "content_html": "<p><img alt=\"\u63a8\u7bb1\u5b50\" class=\"embedded_image\" loading=\"lazy\" referrerpolicy=\"no-referrer\" rel=\"noreferrer\" src=\"https://i.imgur.com/hwlOqYi.png\"/></p>\n<p>1-4 \u4e3a\u7bb1\u5b50\uff0c5-8 \u4e3a\u9700\u8981\u8986\u76d6\u7684\u70b9\uff0c\u6ca1\u6709\u4e00\u4e2a ai \u89e3\u51fa\u6765</p>\n"
    }, 
    {
      "author": {
        "url": "https://www.v2ex.com/member/ytujnq", 
        "name": "ytujnq", 
        "avatar": "https://cdn.v2ex.com/gravatar/5fbb1fc0adf5894cc8e110f47e5302c3?s=73&d=retro"
      }, 
      "url": "https://www.v2ex.com/t/1210265", 
      "title": "\u8c46\u5305\u5373\u5c06\u5f00\u59cb\u6536\u8d39\u4e86\uff0c\u6bcf\u6708 68 \u5143", 
      "id": "https://www.v2ex.com/t/1210265", 
      "date_published": "2026-05-05T01:20:20+00:00", 
      "content_html": "<p>\u6839\u636e App Store \u9875\u9762\u663e\u793a\uff0c\u8c46\u5305\u8ba1\u5212\u5728\u514d\u8d39\u7248\u57fa\u7840\u4e0a\u63a8\u51fa\u4e09\u6863\u4ed8\u8d39\u8ba2\u9605\u65b9\u6848\uff1a</p>\n<p>\u57fa\u7840\u7248\uff08\u514d\u8d39\uff09\uff1a\u65e5\u5e38\u5bf9\u8bdd\u3001\u4fe1\u606f\u67e5\u8be2\u3001\u6587\u6863\u5904\u7406\u7b49\u5e38\u89c4\u529f\u80fd\uff0c\u6c38\u4e45\u514d\u8d39\u3002</p>\n<p>\u6807\u51c6\u7248\uff1a\u8fde\u7eed\u5305\u6708 68 \u5143\uff0c\u8fde\u7eed\u5305\u5e74 688 \u5143\u3002</p>\n<p>\u52a0\u5f3a\u7248\uff1a\u8fde\u7eed\u5305\u6708 200 \u5143\uff0c\u8fde\u7eed\u5305\u5e74 2048 \u5143\u3002</p>\n<p>\u4e13\u4e1a\u7248\uff1a\u8fde\u7eed\u5305\u6708 500 \u5143\uff0c\u8fde\u7eed\u5305\u5e74 5088 \u5143\u3002</p>\n<p>\u611f\u89c9\u4ef7\u683c\u5feb\u5bf9\u6807 ChatGPT \u4e86\uff0c\u6839\u636e\u8c46\u5305\u7684\u6c34\u5e73\uff0c\u5927\u5bb6\u89c9\u5f97\u503c\u5f97\u8d2d\u4e70\u5417\uff1f</p>\n"
    }
  ]
}