{"id":28482,"date":"2025-12-22T08:46:05","date_gmt":"2025-12-22T00:46:05","guid":{"rendered":"https:\/\/aif.amtbbs.org\/?p=28482"},"modified":"2025-12-22T08:46:05","modified_gmt":"2025-12-22T00:46:05","slug":"%e5%8d%a1%e5%b8%95%e8%a5%bf2025%e5%a4%a7%e6%a8%a1%e5%9e%8b%e6%80%bb%e7%bb%93%e7%81%ab%e7%88%86%e7%a1%85%e8%b0%b7","status":"publish","type":"post","link":"https:\/\/aif.amtbbs.org\/index.php\/2025\/12\/22\/28482\/","title":{"rendered":"\u5361\u5e15\u897f2025\u5927\u6a21\u578b\u603b\u7ed3\u706b\u7206\u7845\u8c37"},"content":{"rendered":"
\u6a21\u578b\u901a\u8fc7\u5728\u53ef\u81ea\u52a8\u9a8c\u8bc1\u7684\u5956\u52b1\u73af\u5883\u4e2d\u8fdb\u884c\u5f3a\u5316\u5b66\u4e60\u8bad\u7ec3\uff0c\u4f1a\u81ea\u53d1\u5730\u5f62\u6210\u63a8\u7406\u7b56\u7565\uff0c\u6bd4\u5982\u5c06\u95ee\u9898\u5206\u89e3\u4e3a\u4e2d\u95f4\u8ba1\u7b97\u3001\u5faa\u73af\u8ba1\u7b97\u7b49\uff0c\u5177\u4f53\u53ef\u53c2\u8003DeepSeek R1\u3002<\/div>\n
\n
\n

2025\u90fd\u6709\u54ea\u4e9bAI\u8d8b\u52bf\uff0c\u5927\u795e\u5361\u5e15\u897f\u7684\u5e74\u7ec8\u603b\u7ed3\uff0c\u6b63\u5728\u706b\u7206\u7845\u8c37\u3002<\/p>\n

6\u5927\u8bba\u65ad\uff0c\u786c\u6838\u53c8\u9887\u6709\u542f\u53d1\uff1a<\/p>\n

    \n
  • RLVR\uff08\u53ef\u9a8c\u8bc1\u5956\u52b1\u5f3a\u5316\u5b66\u4e60\uff09\u6210\u4e3a\u8bad\u7ec3\u65b0\u9636\u6bb5<\/li>\n
  • \u5927\u6a21\u578b\u4e0d\u5e94\u88ab\u7c7b\u6bd4\u4e3a\u52a8\u7269\u667a\u80fd<\/li>\n
  • Cursor\u5c55\u73b0\u4e86\u5927\u6a21\u578b\u5e94\u7528\u7684Next Level<\/li>\n
  • Claude Code\u52a0\u901f\u7aef\u4fa7\u667a\u80fd\u4f53\u666e\u53ca<\/li>\n
  • Vibe Coding\u5c06\u91cd\u5851\u8f6f\u4ef6\u884c\u4e1a<\/li>\n
  • Nano Banana\u91cd\u5851\u4eba\u673a\u4ea4\u4e92<\/li>\n<\/ul>\n

    \"\u56fe\u7247\"<\/p>\n

    \u65b0\u8303\u5f0f\u3001\u65b0\u5e94\u7528\u3001\u65b0\u6a21\u578b\u2026\u2026\u56de\u9996\u671b\u53bb\uff0c\u8fc7\u53bb\u4e00\u5e74\u5927\u6a21\u578b\u5e26\u6765\u7684\u53d8\u9769\u8ba9\u4eba\u5174\u594b\u3002<\/p>\n

    \u7136\u800c\u5361\u5e15\u897f\u5927\u80c6\u9884\u8a00\uff1a<\/p>\n

    \u5927\u6a21\u578b\u7684\u6f5c\u529b\uff0c\u624d\u521a\u521a\u6316\u639810%\u3002<\/p><\/blockquote>\n

    \u4e00\u5207\u4e0d\u8fc7\u662f\u521a\u521a\u5f00\u59cb\u2026\u2026<\/p>\n

    2025LLM\u5e74\u5ea6\u56de\u987e<\/h2>\n

    \u4e3a\u4ec0\u4e48\u5361\u5e15\u897f\u8ba4\u4e3a\u5927\u6a21\u578b\u6f5c\u529b\u53ea\u6316\u6398\u4e8610%\uff1f<\/strong><\/p>\n

    \u4e00\u65b9\u9762\u5c55\u73b0\u51fa\u5f3a\u5927\u7684\u63a8\u7406\u80fd\u529b\uff0c\u53e6\u4e00\u65b9\u9762\u4e5f\u66b4\u9732\u51fa\u6f5c\u5728\u7684\u7406\u89e3\u7f3a\u9677<\/strong>\uff0c\u65e2\u8ba9\u4eba\u5174\u594b\u53c8\u8ba9\u4eba\u8c28\u614e\uff0c\u5177\u4f53\u5305\u62ec\uff1a<\/p>\n

    RLVR\u6210\u4e3a\u8bad\u7ec3\u65b0\u9636\u6bb5<\/h4>\n

    \u5728\u5e74\u521d\u4e4b\u524d\uff0c\u5168\u4e16\u754c\u7684\u5927\u6a21\u578b\u90fd\u57fa\u672c\u9075\u5faa\u4ee5\u4e0b\u8bad\u7ec3\u8303\u5f0f\uff1a<\/p>\n

      \n
    • \u9884\u8bad\u7ec3:\u4ee3\u8868\u6a21\u578b\u662fGPT2\u548cGPT3\uff1b<\/strong><\/li>\n
    • SFT\uff08\u76d1\u7763\u5fae\u8c03)\uff1a\u6807\u5fd7\u662f2022\u5e74\u53d1\u5e03\u7684InstructGPT\uff1b<\/strong><\/li>\n
    • RLHF\uff08\u4eba\u7c7b\u53cd\u9988\u5f3a\u5316\u5b66\u4e60\uff09\uff1a2022\u5e74\u5f00\u59cb\u5e7f\u6cdb\u6d41\u884c\u3002<\/strong><\/li>\n<\/ul>\n

      \u800c\u5230\u4e862025\u5e74\uff0cRLVR\u5f00\u59cb\u52a0\u5165\u5176\u4e2d\u3002<\/p>\n

      \u6a21\u578b\u901a\u8fc7\u5728\u53ef\u81ea\u52a8\u9a8c\u8bc1\u7684\u5956\u52b1\u73af\u5883\u4e2d\u8fdb\u884c\u5f3a\u5316\u5b66\u4e60\u8bad\u7ec3\uff0c\u4f1a\u81ea\u53d1\u5730\u5f62\u6210\u63a8\u7406\u7b56\u7565\uff0c\u6bd4\u5982\u5c06\u95ee\u9898\u5206\u89e3\u4e3a\u4e2d\u95f4\u8ba1\u7b97\u3001\u5faa\u73af\u8ba1\u7b97\u7b49\uff0c\u5177\u4f53\u53ef\u53c2\u8003DeepSeek R1<\/strong>\u3002<\/p>\n

      \"\u56fe\u7247\"<\/p>\n

      \u800c\u8fd9\u4e9b\u7b56\u7565\u5982\u679c\u7528\u65e7\u8303\u5f0f\u5176\u5b9e\u6781\u96be\u5b9e\u73b0\uff0c\u56e0\u4e3a\u5927\u6a21\u578b\u7684\u6700\u4f73\u63a8\u7406\u8f68\u8ff9\u548c\u6062\u590d\u8fc7\u7a0b\u5e76\u4e0d\u6e05\u6670\u3002<\/p>\n

      \u53e6\u5916\uff0c\u4e0eSFT\u548cRLHF\u4e0d\u540c\uff0cRLVR\u7531\u4e8e\u6d89\u53ca\u5ba2\u89c2\u5956\u52b1\u51fd\u6570\u7684\u8bad\u7ec3\uff0c\u4f18\u5316\u65f6\u95f4\u8f83\u957f\u3002\u4f46\u4e8b\u5b9e\u4e5f\u8bc1\u660e\uff0cRLVR\u80fd\u591f\u5e26\u6765\u8f83\u9ad8\u7684\u201c\u80fd\u529b\/\u6210\u672c\u201d\u6bd4\uff0c\u5b83\u6d88\u8017\u4e86\u539f\u5148\u7528\u4e8e\u9884\u8bad\u7ec3\u7684\u8ba1\u7b97\u8d44\u6e90\u3002<\/p>\n

      \u56e0\u6b64\uff0cRLVR\u6210\u4e3a\u8fd9\u4e00\u5e74\u5927\u6a21\u578b\u80fd\u529b\u589e\u957f\u7684\u91cd\u8981\u9a71\u52a8\u56e0\u7d20\uff0c\u4e14\u5728\u5927\u6a21\u578b\u89c4\u6a21\u76f8\u5f53\u7684\u524d\u63d0\u4e0b\uff0c\u5f3a\u5316\u5b66\u4e60\u7684\u8fd0\u884c\u65f6\u95f4\u5927\u5e45\u5ea6\u5ef6\u957f\u3002<\/p>\n

      \u968f\u4e4b\u800c\u6765\u7684\uff0c\u8fd8\u6709\u4e00\u4e2a\u5168\u65b0\u7684\u8c03\u63a7\u624b\u6bb5\u548c\u76f8\u5173\u7684Scaling Law\uff0c\u53ef\u4ee5\u901a\u8fc7\u751f\u6210\u66f4\u957f\u7684\u63a8\u7406\u8f68\u8ff9\u548c\u589e\u52a0\u601d\u8003\u65f6\u95f4\uff0c\u6765\u63a7\u5236\u80fd\u529b\u4f5c\u4e3a\u6d4b\u8bd5\u65f6\u95f4\u8ba1\u7b97\u91cf\u7684\u51fd\u6570\u3002<\/p>\n

      2024\u5e74\u672b\u7684o1\u6a21\u578b\u662f\u9996\u4e2aRLVR\u6a21\u578b\u7684\u5c55\u793a\uff0c\u4f462025\u5e74\u521do3\u7684\u53d1\u5e03\u624d\u662f\u660e\u663e\u7684\u62d0\u70b9<\/strong>\u3002<\/p>\n

      \u5927\u6a21\u578b\u4e0d\u5e94\u88ab\u7c7b\u6bd4\u4e3a\u52a8\u7269\u667a\u80fd<\/h4>\n

      2025\u5e74\uff0c\u6574\u4e2a\u884c\u4e1a\u7b2c\u4e00\u6b21\u5f00\u59cb\u76f4\u89c2\u5730\u7406\u89e3\u5927\u6a21\u578b\u667a\u80fd\u7684\u5f62\u6001\u2014\u2014\u4e0d\u662f\u5728\u52a8\u7269\u8fdb\u5316\uff0c\u800c\u662f\u5728\u53ec\u5524\u5e7d\u7075\u3002<\/p>\n

      \"\u56fe\u7247\"<\/p>\n

      \u7531\u4e8e\u5927\u6a21\u578b\u6280\u672f\u6808\u7684\u65b9\u65b9\u9762\u9762\uff08\u795e\u7ecf\u67b6\u6784\u3001\u8bad\u7ec3\u6570\u636e\u3001\u8bad\u7ec3\u7b97\u6cd5\uff0c\u5c24\u5176\u662f\u4f18\u5316\u538b\u529b\uff09\u90fd\u6709\u6240\u4e0d\u540c\uff0c\u6240\u4ee5\u4f1a\u5bfc\u81f4\u667a\u80fd\u5b9e\u4f53\u4e4b\u95f4\u5dee\u5f02\u5f88\u5927\uff0c\u5982\u679c\u5355\u7eaf\u7528\u770b\u5f85\u52a8\u7269\u7684\u89c6\u89d2\u6765\u7406\u89e3\u5b83\u4eec\u5176\u5b9e\u662f\u4e0d\u5bf9\u7684\u3002<\/strong><\/p>\n

      \u4ece\u76d1\u7763\u5c42\u9762\u6765\u8bb2\uff0c\u4eba\u7c7b\u7684\u795e\u7ecf\u7f51\u7edc\u662f\u4e3a\u4e86\u751f\u5b58\u800c\u4f18\u5316\uff0c\u800c\u5927\u6a21\u578b\u7684\u795e\u7ecf\u7f51\u7edc\u5219\u662f\u4e3a\u4e86\u6a21\u4eff\u4eba\u7c7b\u3001\u83b7\u5f97\u5956\u52b1\u800c\u4f18\u5316\u7684<\/strong>\u3002<\/p>\n

      \u968f\u7740\u53ef\u9a8c\u8bc1\u9886\u57df\u91c7\u7528RLVR\uff0c\u5927\u6a21\u578b\u7684\u6027\u80fd\u4f1a\u5feb\u901f\u7206\u53d1\uff0c\u5e76\u4e14\u6574\u4f53\u5448\u73b0\u51fa\u952f\u9f7f\u72b6\u6027\u80fd\u7279\u5f81\uff0c\u4e5f\u5c31\u662f\u5e38\u8bf4\u7684\u952f\u9f7f\u667a\u80fd\u3002<\/p>\n

      \u7b80\u5355\u6765\u8bf4\uff0c\u8fd9\u6837\u7684\u5927\u6a21\u578b\u65e2\u662f\u901a\u624d\uff0c\u4e5f\u662f\u8ba4\u77e5\u80fd\u529b\u6709\u9650\u7684\u5c0f\u5b66\u751f\uff0c\u968f\u65f6\u53ef\u80fd\u88ab\u8d8a\u72f1\u653b\u51fb\uff0c\u4ece\u800c\u5bfc\u81f4\u6570\u636e\u6cc4\u6f0f\u3002<\/p>\n

      \"\u56fe\u7247\"<\/p>\n

      \u800c\u8fd9\u4e5f\u80fd\u8bf4\u660e\u4e3a\u4ec0\u4e48\u5361\u5e15\u897f\u81ea\u5df1\u5bf9\u57fa\u51c6\u6d4b\u8bd5\u666e\u904d\u4fe1\u4efb\u4e0d\u8db3\uff0c\u6838\u5fc3\u95ee\u9898\u5c31\u5728\u4e8e\uff0c\u57fa\u51c6\u6d4b\u8bd5\u51e0\u4e4e\u5728\u6784\u5efa\u4e4b\u521d\u5c31\u662f\u53ef\u9a8c\u8bc1\u7684\u73af\u5883\uff0c\u56e0\u6b64\u5b83\u4eec\u6781\u6613\u53d7\u5230RLVR\u4ee5\u53ca\u5408\u6210\u6570\u636e\u7684\u5f71\u54cd\u3002<\/p>\n

      \u7814\u53d1\u5927\u6a21\u578b\u7684\u56e2\u961f\u4e5f\u4f1a\u4e0d\u53ef\u907f\u514d\u5730\u56f4\u7ed5\u57fa\u51c6\u6d4b\u8bd5\u6784\u5efa\u73af\u5883\uff0c\u5e76\u5f62\u6210\u952f\u9f7f\u72b6\u7684\u6a21\u578b\u8868\u73b0\uff0c\u6362\u8a00\u4e4b\uff0c\u5c31\u662f\u5728\u6d4b\u8bd5\u96c6\u4e0a\u8fdb\u884c\u8bad\u7ec3\u3002<\/p>\n

      \u8fd9\u4e5f\u5c31\u80fd\u89e3\u91ca\uff0c\u4e3a\u4ec0\u4e48\u73b0\u5728\u7684\u5927\u6a21\u578b\u53ef\u4ee5\u5728\u6240\u6709\u57fa\u51c6\u6d4b\u8bd5\u4e2d\u53d6\u5f97\u538b\u5012\u6027\u80dc\u5229\uff0c\u4f46\u4ecd\u7136\u672a\u80fd\u5b9e\u73b0AGI\u3002<\/p>\n

      Cursor\u5c55\u73b0\u4e86\u5927\u6a21\u578b\u5e94\u7528\u7684Next Level<\/h4>\n

      \u503c\u5f97\u5173\u6ce8\u7684\u662f\uff0cCursor\u7684\u51fa\u73b0\u63ed\u793a\u4e86\u5927\u6a21\u578b\u5e94\u7528\u7684\u4e00\u4e2a\u65b0\u5c42\u9762\uff0c\u4e5f\u5c31\u662f\u4eca\u5e74\u4eba\u4eec\u5e38\u8bf4\u7684\u201cCursor for X\u201d<\/strong>\u3002<\/p>\n

      \"\u56fe\u7247\"<\/p>\n

      \u5b83\u4e0d\u4ec5\u4ec5\u662f\u4e00\u4e2a\u6a21\u578b\u63a5\u53e3\uff0c\u800c\u662f\u56f4\u7ed5\u6a21\u578b\u8c03\u7528\u6784\u5efa\u7684\u5e94\u7528\u5c42<\/strong>\uff0c\u80fd\u591f\uff1a<\/p>\n

        \n
      • \u8fdb\u884c\u4e0a\u4e0b\u6587\u5de5\u7a0b\uff08context engineering\uff09\uff1b<\/li>\n
      • \u534f\u8c03\u591a\u4e2a\u6a21\u578b\u8c03\u7528\uff0c\u5e76\u7ec4\u6210\u590d\u6742\u7684DAG\uff08\u6709\u5411\u65e0\u73af\u56fe\uff09\uff0c\u4f46\u9700\u8981\u7cbe\u5fc3\u8861\u91cf\u6027\u80fd\u548c\u6210\u672c\uff1b<\/li>\n
      • \u63d0\u4f9b\u7279\u5b9a\u5e94\u7528\u7684GUI\uff1b<\/li>\n
      • \u5e26\u6709\u81ea\u4e3b\u6027\u6ed1\u5757\uff08autonomy slider\uff09\u3002<\/li>\n<\/ul>\n

        2025\u5e74\uff0c\u4eba\u4eec\u5df2\u7ecf\u82b1\u4e86\u5927\u91cf\u65f6\u95f4\u96c6\u4e2d\u8ba8\u8bba\u4e00\u4e2a\u95ee\u9898\uff1a\u65b0\u7684AI\u5e94\u7528\u5c42\u5230\u5e95\u4f1a\u6709\u591a\u201c\u539a\u201d\uff1f<\/p>\n

        \u8fd9\u4e00\u5c42\u7684\u4ef7\u503c\u662f\u4f1a\u88ab\u521b\u5efa\u5e95\u5c42\u6a21\u578b\u7684\u5927\u6a21\u578b\u5b9e\u9a8c\u5ba4\u5b8c\u5168\u69a8\u5e72\uff0c\u8fd8\u662f\u4f1a\u7ed9\u5782\u76f4\u9886\u57df\u7684\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1\u8005\u7559\u4e0b\u751f\u5b58\u7a7a\u95f4\uff1f<\/p>\n

        \u5728\u8fd9\u4e00\u70b9\u4e0a\uff0c\u5361\u5e15\u897f\u9884\u6d4b\uff0c\u5927\u6a21\u578b\u5b9e\u9a8c\u5ba4\u672a\u6765\u4f1a\u8d8b\u5411\u4e8e\u57f9\u517b\u51fa\u4e00\u4e2a\u201c\u80fd\u529b\u5168\u9762\u7684\u5927\u5b66\u6bd5\u4e1a\u751f\u201d<\/strong>\u3002<\/p>\n

        \u800c\u5927\u6a21\u578b\u5e94\u7528\u5f00\u53d1\u8005\u5219\u4f1a\u8d1f\u8d23\u7ec4\u7ec7\u3001\u5fae\u8c03\uff0c\u5e76\u8ba9\u4e00\u6574\u652f\u8fd9\u6837\u7684\u201c\u5b66\u751f\u56e2\u961f\u201d\u771f\u6b63\u52a8\u8d77\u6765\uff0c\u6210\u4e3a\u7279\u5b9a\u884c\u4e1a\u91cc\u53ef\u4ee5\u88ab\u90e8\u7f72\u3001\u53ef\u4ee5\u4ea4\u4ed8\u6210\u679c\u7684\u4e13\u4e1a\u4eba\u624d\uff0c\u8fd9\u5c06\u901a\u8fc7\u5f15\u5165\u79c1\u6709\u6570\u636e\u3001\u4f20\u611f\u5668\u3001\u6267\u884c\u5668\u4ee5\u53ca\u53cd\u9988\u95ed\u73af\u6765\u5b9e\u73b0\u3002<\/p>\n

        Claude Code\u52a0\u901f\u7aef\u4fa7\u667a\u80fd\u4f53\u666e\u53ca<\/h4>\n

        Claude Code\uff08CC\uff09\u662f\u9996\u4e2a\u4ee4\u4eba\u4fe1\u670d\u7684\u5927\u6a21\u578b\u667a\u80fd\u4f53\u8303\u4f8b\u3002<\/p>\n

        \u5b83\u5229\u7528\u4e00\u79cd\u5faa\u73af\u7684\u65b9\u5f0f\u5c06\u5de5\u5177\u4f7f\u7528\u548c\u63a8\u7406\u7ed3\u5408\uff0c\u4ee5\u89e3\u51b3\u590d\u6742\u95ee\u9898\u3002\u80fd\u591f\u5728\u4e2a\u4eba\u7535\u8111\u4e0a\u8fd0\u884c\uff0c\u5e76\u5c06\u7528\u6237\u7684\u79c1\u6709\u73af\u5883\u3001\u6570\u636e\u548c\u4e0a\u4e0b\u6587\u52a0\u4ee5\u5229\u7528\u3002<\/p>\n

        \u4e0e\u4e4b\u76f8\u53cd\u7684\u662fOpenAI\uff0c\u5b83\u4eec\u8fc7\u591a\u5730\u5c06\u7cbe\u529b\u96c6\u4e2d\u5728\u7531ChatGPT\u7f16\u6392\u7684\u4e91\u90e8\u7f72\u5bb9\u5668\u4e0a\uff0c\u800c\u4e0d\u662f\u7aef\u4fa7\u90e8\u7f72\u3002<\/p>\n

        \u867d\u7136\u4e91\u7aef\u8fd0\u884c\u7684\u667a\u80fd\u4f53\u96c6\u7fa4\u901a\u5e38\u88ab\u89c6\u4f5cAGI\u7684\u7ec8\u6781\u5f62\u6001\uff0c\u4f46\u5f53\u524d\u5927\u6a21\u578b\u80fd\u529b\u53c2\u5dee\u4e0d\u9f50\uff0c\u4e14\u6574\u4f53\u53d1\u5c55\u5904\u4e8e\u8f83\u4e3a\u7f13\u6162\u7684\u8fc7\u6e21\u9636\u6bb5\u3002<\/p>\n

        \"\u56fe\u7247\"<\/p>\n

        \u5728\u8fd9\u79cd\u73b0\u5b9e\u60c5\u51b5\u4e0b\uff0cCC\u76f4\u63a5\u8ba9\u667a\u80fd\u4f53\u5728\u672c\u5730\u7535\u8111\u4e0a\u8fd0\u884c\uff0c\u76f4\u63a5\u9002\u914d\u5f00\u53d1\u8005\u5de5\u4f5c\u6d41\u7a0b\uff0c\u4f1a\u66f4\u8d34\u5408\u5b9e\u9645\u9700\u6c42\u3002\u53ef\u4ee5\u8bf4\uff0cCC\u624d\u662f\u6b63\u786e\u5730\u628a\u63e1\u4e86\u8fd9\u4e00\u4f18\u5148\u7ea7\uff0c\u5e76\u5c06\u5176\u5305\u88c5\u6210\u4e00\u79cd\u7f8e\u89c2\u7b80\u7ea6\u7684\u547d\u4ee4\u884c\u754c\u9762\u5f62\u5f0f\uff0c\u5f7b\u5e95\u6539\u53d8\u4e86\u4eba\u4eec\u5bf9AI\u7684\u4f20\u7edf\u8ba4\u77e5\u3002<\/p>\n

        \u5b83\u8ba9AI\u4e0d\u518d\u662f\u7c7b\u4f3c\u8c37\u6b4c\u7684\u8bbf\u95ee\u7f51\u7ad9\uff0c\u800c\u662f\u50cf\u6816\u606f\u5728\u4e2a\u4eba\u7535\u8111\u91cc\u7684\u5c0f\u7cbe\u7075\uff0c\u521b\u9020\u4e86\u4e00\u79cd\u4e0eAI\u4e92\u52a8\u7684\u5168\u65b0\u4e14\u72ec\u7279\u7684\u6a21\u5f0f\u3002<\/p>\n

        Vibe Coding\u5c06\u91cd\u5851\u8f6f\u4ef6\u884c\u4e1a<\/h4>\n

        2025\u5e74\u4e5f\u662fAI\u8de8\u8d8a\u80fd\u529b\u95e8\u69db\u7684\u4e00\u5e74\uff0c\u53ea\u9700\u8981\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u5c31\u80fd\u6784\u5efa\u51fa\u5404\u79cd\u7a0b\u5e8f<\/strong>\u3002<\/p>\n

        \u6709\u610f\u601d\u7684\u662f\uff0c\u6c1b\u56f4\u7f16\u7a0b\u548c\u524d\u9762\u63d0\u53ca\u7684\u952f\u9f7f\u667a\u80fd\u90fd\u662f\u7531\u5361\u5e15\u897f\u547d\u540d\u7684\uff0c\u4f46\u5f7c\u65f6\u7684\u4ed6\u8fd8\u5e76\u672a\u6599\u5230\uff0c\u8fd9\u4e24\u4e2a\u8bcd\u4f1a\u6210\u4e3a2025\u5e74AI\u53d1\u5c55\u7684\u6700\u4f73\u6ce8\u89e3\u3002<\/p>\n

        \"\u56fe\u7247\"<\/p>\n

        \u8a00\u5f52\u6b63\u4f20\uff0c\u5728\u6c1b\u56f4\u7f16\u7a0b\u7684\u5e2e\u52a9\u4e0b\uff0c\u7f16\u7a0b\u4e0d\u518d\u5c40\u9650\u4e8e\u4e13\u4e1a\u4eba\u58eb\uff0c\u4efb\u4f55\u4eba\u73b0\u5728\u90fd\u80fd\u53c2\u4e0e\u5176\u4e2d\uff0c\u800c\u53d7\u8fc7\u8bad\u7ec3\u7684\u4e13\u4e1a\u4eba\u58eb\u4e5f\u80fd\u901a\u8fc7\u5b83\u7f16\u5199\u51fa\u66f4\u591a\u7684\u6709\u610f\u601d\u7684\u8f6f\u4ef6\u3002<\/p>\n

        \u4f8b\u5982\u5728\u5361\u5e15\u897f\u81ea\u5df1\u7684nanochat\u9879\u76ee\u4e2d\uff0c\u4ed6\u5c31\u7528\u6c1b\u56f4\u7f16\u7a0b\u7684\u65b9\u5f0f\uff0c\u5728Rust\u8bed\u8a00\u4e2d\uff0c\u7f16\u5199\u4e86\u5b9a\u5236\u7684\u9ad8\u6548BPE\u5206\u8bcd\u5668\uff0c\u800c\u4e0d\u662f\u91c7\u7528\u73b0\u6709\u7684\u5e93\u6216\u5b66\u4e60\u66f4\u591a\u7684Rust\u77e5\u8bc6\u3002<\/p>\n

        \u603b\u7684\u6765\u8bf4\uff0c\u4ed6\u8ba4\u4e3a\uff0c\u6c1b\u56f4\u7f16\u7a0b\u5c06\u91cd\u5851\u8f6f\u4ef6\u884c\u4e1a\uff0c\u5e76\u6539\u53d8\u73b0\u6709\u7684\u5de5\u4f5c\u5185\u5bb9\u3002<\/p>\n

        Nano Banana\u91cd\u5851\u4eba\u673a\u4ea4\u4e92<\/h4>\n

        \u8981\u8bf4\u4eca\u5e74\u6700\u4ee4\u4eba\u60ca\u8bb6\u3001\u6700\u5177\u8303\u5f0f\u8f6c\u79fb\u610f\u4e49\u7684\u6a21\u578b\u4e4b\u4e00\uff0c\u5c31\u7ed5\u4e0d\u5f00\u8c37\u6b4c\u7684Gemini Nano Banana\u3002<\/p>\n

        \"\u56fe\u7247\"<\/p>\n

        \u5728\u5361\u5e15\u897f\u770b\u6765\uff0c\u5927\u6a21\u578b\u662f\u7ee7\u8ba1\u7b97\u673a\u65f6\u4ee3\u540e\u7684\u4e0b\u4e00\u4e2a\u4e3b\u8981\u7684\u8ba1\u7b97\u8303\u5f0f\uff0c\u5728\u5f88\u591a\u5c42\u9762\u4e0a\u5f7c\u6b64\u4e4b\u95f4\u5b58\u5728\u76f8\u4f3c\u6027\uff0c\u5c24\u5176\u662f\u7528\u6237\u754c\u9762\u548c\u7528\u6237\u4f53\u9a8c\uff08UIUX\uff09\u65b9\u9762\u3002<\/p>\n

        \u56e0\u4e3a\u4eba\u4eec\u559c\u6b22\u4ee5\u89c6\u89c9\u548c\u7a7a\u95f4\u7684\u65b9\u5f0f\u83b7\u53d6\u4fe1\u606f\uff0c\u6240\u4ee5\u5927\u6a21\u578b\u4e5f\u5e94\u8be5\u63d0\u4f9b\u7c7b\u4f3c\u683c\u5f0f\uff0c\u5bf9\u6587\u672c\u8fdb\u884c\u7f8e\u5316\u548c\u89c6\u89c9\u6392\u7248\u3002<\/p>\n

        \u800cNano Banana\u5c31\u5c55\u73b0\u4e86\u8fd9\u4e00\u8d8b\u52bf\uff0c\u5b83\u5e76\u975e\u53ea\u5173\u6ce8\u56fe\u50cf\u751f\u6210\u8fd9\u4e00\u5355\u4e00\u529f\u80fd\uff0c\u5b83\u8fd8\u5c06\u6587\u672c\u751f\u6210\u3001\u56fe\u50cf\u751f\u6210\u548c\u4e16\u754c\u77e5\u8bc6\u5168\u90e8\u878d\u5408\u5728\u4e00\u8d77\uff0c\u4e3a\u672a\u6765\u5927\u6a21\u578bGUI\u53d1\u5c55\u63d0\u4f9b\u4e86\u53c2\u8003\u3002<\/p>\n

        \u53c2\u8003\u94fe\u63a5\uff1a[1]https:\/\/karpathy.bearblog.dev\/year-in-review-2025\/<\/p>\n

        \u6587\u7ae0\u6765\u81ea\uff1a51CTO<\/p>\n<\/div>\n<\/div>\n

        <\/div>\n

        <\/g><\/svg><\/i> \"Loading\"<\/p>\n

        <\/div>\n","protected":false},"excerpt":{"rendered":"

        \u6a21\u578b\u901a\u8fc7\u5728\u53ef\u81ea\u52a8\u9a8c\u8bc1\u7684\u5956\u52b1\u73af\u5883\u4e2d\u8fdb\u884c\u5f3a\u5316\u5b66\u4e60\u8bad\u7ec3\uff0c\u4f1a\u81ea\u53d1\u5730\u5f62\u6210\u63a8\u7406\u7b56\u7565\uff0c\u6bd4\u5982\u5c06\u95ee\u9898\u5206\u89e3\u4e3a\u4e2d\u95f4\u8ba1\u7b97\u3001\u5faa\u73af\u8ba1\u7b97\u7b49\uff0c […]<\/p>\n

        <\/div>\n

        <\/g><\/svg><\/i> \"Loading\"<\/p>\n

        <\/div>\n","protected":false},"author":56,"featured_media":28483,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[23,20,80],"tags":[2034],"class_list":["post-28482","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-23","category-20","category-80","tag-2034"],"_links":{"self":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/28482","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/users\/56"}],"replies":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/comments?post=28482"}],"version-history":[{"count":1,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/28482\/revisions"}],"predecessor-version":[{"id":28491,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/posts\/28482\/revisions\/28491"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/media\/28483"}],"wp:attachment":[{"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/media?parent=28482"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/categories?post=28482"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aif.amtbbs.org\/index.php\/wp-json\/wp\/v2\/tags?post=28482"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}