{"id":312,"date":"2026-04-05T22:26:52","date_gmt":"2026-04-05T14:26:52","guid":{"rendered":"https:\/\/blog.zeronely.cn\/?p=312"},"modified":"2026-04-05T22:26:54","modified_gmt":"2026-04-05T14:26:54","slug":"mecd-%e7%b2%be%e8%af%bb%e4%b8%8e%e6%80%9d%e8%80%83","status":"publish","type":"post","link":"https:\/\/blog.zeronely.cn\/index.php\/2026\/04\/05\/mecd-%e7%b2%be%e8%af%bb%e4%b8%8e%e6%80%9d%e8%80%83\/","title":{"rendered":"MECD \u7cbe\u8bfb\u4e0e\u601d\u8003"},"content":{"rendered":"\n

1. \u672c\u5468\u5de5\u4f5c\u603b\u89c8<\/h3>\n\n\n\n

\u672c\u5468\u7684\u91cd\u70b9\u4e0d\u662f\u8dd1\u65b0\u5b9e\u9a8c\uff0c\u800c\u662f\u628a\u540e\u7eed\u7814\u7a76\u63a8\u8fdb\u524d\u6700\u5173\u952e\u7684\u4e24\u4ef6\u57fa\u7840\u5de5\u4f5c\u505a\u624e\u5b9e\uff1a<\/p>\n\n\n\n

    \n
  1. \u7cfb\u7edf\u7cbe\u8bfb\u00a0MECD \/ MECD+<\/code>\uff0c\u660e\u786e\u65b9\u6cd5\u8fb9\u754c\u3001\u53ef\u590d\u73b0\u8def\u5f84\u548c\u53ef\u521b\u65b0\u7a7a\u95f4\u3002<\/li>\n\n\n\n
  2. \u5b8c\u6210\u9762\u5411\u79d1\u7814\u534f\u4f5c\u7684\u00a0AI\u8f85\u52a9\u73af\u5883<\/code>\u00a0\u914d\u7f6e\uff08\u4ee5 Codex\u3001VPN\u3001\u6587\u732e\u68c0\u7d22\/\u5bf9\u8bdd\u5de5\u4f5c\u6d41\u4e3a\u4e3b\uff09\uff0c\u63d0\u5347\u540e\u7eed\u9605\u8bfb\u3001\u6574\u7406\u548c\u5b9e\u9a8c\u8fed\u4ee3\u6548\u7387\uff08\u8fd9\u91cc\u4e0d\u5c55\u5f00\u5199\uff09\u3002<\/li>\n<\/ol>\n\n\n\n

    \u8fd9\u5468\u7684\u6838\u5fc3\u4ea7\u51fa\u53ef\u4ee5\u6982\u62ec\u4e3a\uff1a<\/p>\n\n\n\n

      \n
    • \u7406\u8bba\u4e0a\uff1a\u4ece\u201c\u505a\u8fb9\u9884\u6d4b\u590d\u73b0\u201d\u8fdb\u4e00\u6b65\u660e\u786e\u4e3a\u201c\u8fb9\u5230\u94fe\u201d\u7684\u7814\u7a76\u63a8\u8fdb\u8def\u7ebf\u3002<\/li>\n\n\n\n
    • \u5de5\u7a0b\u4e0a\uff1a\u628a\u65e5\u5e38\u79d1\u7814\u8f85\u52a9\u5de5\u5177\u94fe\u6253\u901a\uff0c\u51cf\u5c11\u540e\u7eed\u4fe1\u606f\u83b7\u53d6\u548c\u4ee3\u7801\u534f\u4f5c\u963b\u529b\u3002<\/li>\n<\/ul>\n\n\n\n
      \n\n\n\n

      2. MECD \u7cbe\u8bfb\u540e\u7684\u5173\u952e\u7406\u89e3\uff08\u57fa\u4e8e\u6587\u672c3\uff09<\/h3>\n\n\n\n

      \u7ed3\u5408\u672c\u5468\u7cbe\u8bfb\u548c\u524d\u51e0\u6b21\u6c47\u62a5\u79ef\u7d2f\uff0c\u6211\u5bf9\u8fd9\u6761\u8def\u7ebf\u5f62\u6210\u4e86\u66f4\u7cfb\u7edf\u7684\u5224\u65ad\uff1a<\/p>\n\n\n\n

      2.1 \u4efb\u52a1\u672c\u8d28\u5b9a\u4f4d\u66f4\u6e05\u6670<\/h4>\n\n\n\n

      MECD \/ MECD+<\/code> \u672c\u8d28\u4e0a\u662f\uff1a<\/p>\n\n\n\n

        \n
      • \u5728\u201c\u5df2\u5207\u5206\u4e8b\u4ef6 + \u5df2\u6709\u4e8b\u4ef6\u63cf\u8ff0\u201d\u7684\u524d\u63d0\u4e0b\uff0c\u505a\u4e8b\u4ef6\u95f4\u56e0\u679c\u8fb9\u5224\u65ad\u3002<\/li>\n\n\n\n
      • \u66f4\u51c6\u786e\u8bf4\u662f\u00a0event-level causal edge prediction on pre-segmented videos<\/code>\u3002<\/li>\n<\/ul>\n\n\n\n

        \u56e0\u6b64\uff0c\u5f53\u524d\u65b9\u6cd5\u5e76\u4e0d\u76f4\u63a5\u89e3\u51b3\u201c\u4ece\u539f\u59cb\u8fde\u7eed\u89c6\u9891\u81ea\u52a8\u53d1\u73b0\u4e8b\u4ef6\u56fe\u201d\u8fd9\u4e2a\u66f4\u96be\u7684\u95ee\u9898\u3002<\/p>\n\n\n\n

        2.2 \u5f53\u524d\u65b9\u6cd5\u7684\u4f18\u52bf\u4e0e\u5c40\u9650\u5e76\u5b58<\/h4>\n\n\n\n

        \u4f18\u52bf\uff1a<\/p>\n\n\n\n

          \n
        1. \u4e8b\u4ef6\u7ea7\u56e0\u679c\u5173\u7cfb\u5efa\u6a21\u6846\u67b6\u76f8\u5bf9\u5b8c\u6574\uff0c\u4f5c\u4e3a\u57fa\u7ebf\u975e\u5e38\u6709\u4ef7\u503c\u3002<\/li>\n\n\n\n
        2. MECD+<\/code>\u00a0\u5728\u5b8c\u6574\u56fe\u63a8\u7406\u4e0a\u6bd4\u539f\u7248\u66f4\u7cfb\u7edf\uff0c\u8bc4\u6d4b\u7ef4\u5ea6\u4e5f\u66f4\u4e30\u5bcc\u3002<\/li>\n<\/ol>\n\n\n\n

          \u5c40\u9650\uff08\u672c\u5468\u91cd\u70b9\u601d\u8003\uff09\uff1a<\/p>\n\n\n\n

            \n
          1. \u8f93\u5165\u5047\u8bbe\u504f\u5f3a\uff0c\u4f9d\u8d56\u5df2\u7ed3\u6784\u5316\u4e8b\u4ef6\u4e0e\u6587\u672c\u63cf\u8ff0\u3002<\/li>\n\n\n\n
          2. \u8f93\u51fa\u504f\u201c\u9759\u6001\u8fb9\u96c6\u5408\u201d\uff0c\u5bf9\u201c\u4e3b\u56e0\u679c\u94fe\/\u4e2d\u4ecb\u94fe\/\u673a\u5236\u8f6c\u6298\u201d\u8868\u8fbe\u4e0d\u8db3\u3002<\/li>\n\n\n\n
          3. \u5bf9 caption \u4f9d\u8d56\u8f83\u9ad8\uff0c\u5b58\u5728\u201c\u6587\u672c\u515c\u5e95\u201d\u503e\u5411\u3002<\/li>\n\n\n\n
          4. \u5bf9\u591a\u89e3\u91ca\u5e76\u5b58\u4e0e\u4e0d\u786e\u5b9a\u6027\u8868\u8fbe\u4e0d\u8db3\uff08\u4e3b\u94fe\/\u5907\u9009\u94fe\/\u7f6e\u4fe1\u533a\u95f4\u7f3a\u5931\uff09\u3002<\/li>\n<\/ol>\n\n\n\n

            2.3 \u5bf9\u8bfe\u9898\u5b9a\u4f4d\u7684\u5f71\u54cd<\/h4>\n\n\n\n

            \u8fd9\u5468\u6700\u5927\u7684\u6536\u83b7\u662f\u8fdb\u4e00\u6b65\u786e\u8ba4\uff1a<\/p>\n\n\n\n

              \n
            • \u8bfe\u9898\u4e0d\u5e94\u505c\u7559\u5728\u201c\u6539\u8fdb\u8fb9\u9884\u6d4b\u201d\uff0c\u800c\u5e94\u63a8\u8fdb\u5230\u201c\u4e8b\u4ef6\u94fe\u56e0\u679c\u63a8\u7406\u201d\u3002<\/li>\n\n\n\n
            • \u7814\u7a76\u7b56\u7565\u4e0a\uff0c\u5148\u590d\u73b0\u57fa\u7ebf\uff0c\u518d\u505a\u94fe\u7ea7\u7ed3\u6784\u5316\u589e\u5f3a\u662f\u66f4\u7a33\u59a5\u7684\u8def\u5f84\u3002<\/li>\n<\/ul>\n\n\n\n
              \n\n\n\n

              3. \u7ed3\u5408\u4e0a\u5468\u5931\u8d25\u80cc\u666f\u540e\u7684\u7b56\u7565\u6536\u655b<\/h3>\n\n\n\n

              \u7ed3\u5408\u4e0a\u5468\u5b9e\u9a8c\u5931\u8d25\u80cc\u666f\uff08\u8f7b\u91cf baseline \u4e0e\u94fe\u5f0f\u6a21\u5757\u591a\u8f6e\u5c1d\u8bd5\u540e\uff0c\u63d0\u5347\u6709\u9650\u3001\u56e0\u679c\u7c7b\u9898\u578b\u6536\u76ca\u4e0d\u7a33\u5b9a\uff09\uff0c\u672c\u5468\u5bf9\u7b56\u7565\u505a\u4e86\u6536\u655b\uff1a<\/p>\n\n\n\n

                \n
              1. \u4e0d\u518d\u628a\u201c\u76f4\u63a5\u52a0\u4e00\u4e2a\u94fe\u6a21\u5757\u5c31\u63d0\u5347\u6307\u6807\u201d\u4f5c\u4e3a\u9884\u671f\u3002<\/li>\n\n\n\n
              2. \u5148\u628a MECD \/ MECD+ \u7684\u4efb\u52a1\u8fb9\u754c\u5403\u900f\uff0c\u518d\u51b3\u5b9a\u94fe\u7ea7\u6a21\u5757\u653e\u5728\u54ea\u4e00\u5c42\u6700\u6709\u6548\u3002<\/li>\n\n\n\n
              3. \u660e\u786e\u5931\u8d25\u6839\u56e0\u4e4b\u4e00\u662f\u201c\u8fb9\u5230\u94fe\u7684\u8fc7\u6e21\u6ca1\u6709\u673a\u5236\u5316\u201d\uff0c\u4e0d\u662f\u7b80\u5355\u53c2\u6570\u95ee\u9898\u3002<\/li>\n\n\n\n
              4. \u56e0\u6b64\u628a\u4e0b\u4e00\u9636\u6bb5\u76ee\u6807\u6539\u4e3a\uff1a\u5148\u7a33\u5b9a\u8fb9\u7ea7\u590d\u73b0\uff0c\u518d\u505a\u7ed3\u6784\u5316\u94fe\u7ec4\u88c5\uff0c\u518d\u63a5\u591a\u667a\u80fd\u4f53\u534f\u540c\u3002<\/li>\n<\/ol>\n\n\n\n

                \u8fd9\u610f\u5473\u7740\u672c\u5468\u4e0d\u662f\u201c\u6362\u4e00\u4e2a\u6a21\u578b\u518d\u8bd5\u201d\uff0c\u800c\u662f\u5148\u628a\u65b9\u6cd5\u8bba\u7ad9\u7a33\uff1a\u4ece\u8fb9\u7ea7\u56e0\u679c\u5224\u522b\u8fc7\u6e21\u5230\u94fe\u7ea7\u673a\u5236\u89e3\u91ca\uff0c\u907f\u514d\u91cd\u590d\u6389\u8fdb\u4e0a\u5468\u201c\u6709\u7ed3\u6784\u3001\u6ca1\u589e\u76ca\u201d\u7684\u95ee\u9898\u3002<\/p>\n\n\n\n

                \n\n\n\n

                4. \u591a\u667a\u80fd\u4f53\u4e0e\u4e8b\u4ef6\u94fe\u7ec4\u7ec7\u65b9\u6848\uff08\u672c\u5468\u5f62\u6210\u7684\u53ef\u6267\u884c\u7248\u672c\uff09<\/h3>\n\n\n\n

                4.1 \u603b\u4f53\u67b6\u6784<\/h4>\n\n\n\n

                \u57fa\u4e8e\u6587\u672c3\u7684\u4e2d\u6bb5\u65b9\u6848\uff0c\u5f53\u524d\u91c7\u7528\u201c\u5171\u4eab\u7f16\u7801\u5668 + \u591a\u4e13\u5bb6 Agent Head + \u94fe\u7ec4\u88c5\u5668 + \u5168\u5c40\u4ef2\u88c1\u5668\u201d\u7684\u7ec4\u7ec7\u65b9\u5f0f\uff1a<\/p>\n\n\n\n

                  \n
                1. \u8f93\u5165\uff1a\u9884\u5207\u5206\u4e8b\u4ef6\u5e8f\u5217\uff08\u89c6\u9891\u7247\u6bb5 + \u4e8b\u4ef6\u63cf\u8ff0\uff09\u3002<\/li>\n\n\n\n
                2. \u4e2d\u95f4\u5c42\uff1a\u591a agent \u5206\u522b\u7ed9\u51fa\u201c\u8fb9\u8bc1\u636e\u5206\u6570\u77e9\u9635\u201d\u3002<\/li>\n\n\n\n
                3. \u8f93\u51fa\u5c42\uff1a\u94fe\u7ec4\u88c5\u5668\u4ece\u8fb9\u56fe\u751f\u6210\u4e3b\u94fe\/\u8f85\u52a9\u94fe\/\u4e2d\u4ecb\u94fe\uff0c\u5e76\u7531\u4ef2\u88c1\u5668\u878d\u5408\u51b2\u7a81\u8bc1\u636e\u3002<\/li>\n<\/ol>\n\n\n\n

                  4.2 Agent \u5206\u5de5\u8bbe\u8ba1\uff08\u5bf9\u5e94\u4f60\u8fd9\u5468\u7cbe\u8bfb\u601d\u8def\uff09<\/h4>\n\n\n\n
                    \n
                  1. \u65f6\u95f4\u7ed3\u6784 Agent\uff1a\u5229\u7528\u4e8b\u4ef6\u987a\u5e8f\u3001\u95f4\u9694\u3001\u9636\u6bb5\u5173\u7cfb\uff0c\u6291\u5236\u201c\u79bb\u7ed3\u679c\u8fd1\u5373\u539f\u56e0\u201d\u7684\u90bb\u8fd1\u504f\u7f6e\u3002<\/li>\n\n\n\n
                  2. \u89c6\u89c9\u8bc1\u636e Agent\uff1a\u4ece\u52a8\u4f5c\u53d8\u5316\u3001\u72b6\u6001\u53d8\u5316\u3001\u4ea4\u4e92\u5173\u7cfb\u4e2d\u63d0\u53d6\u7eaf\u89c6\u89c9\u56e0\u679c\u8bc1\u636e\u3002<\/li>\n\n\n\n
                  3. \u8bed\u4e49\u89e3\u91ca Agent\uff1a\u5229\u7528 caption\/\u8bed\u4e49\u5d4c\u5165\u8865\u5145\u9ad8\u5c42\u610f\u56fe\u4e0e\u5e38\u8bc6\u7ea6\u675f\u3002<\/li>\n\n\n\n
                  4. \u53cd\u4e8b\u5b9e\u5ba1\u67e5 Agent\uff1a\u5bf9\u9ad8\u7f6e\u4fe1\u8fb9\u505a mask\/unmask \u4e0e\u66ff\u6362\u91cd\u4f30\uff0c\u8fc7\u6ee4\u4f2a\u56e0\u679c\u8fb9\u3002<\/li>\n\n\n\n
                  5. \u94fe\u7ec4\u88c5 Agent\uff1a\u4e0d\u76f4\u63a5\u770b\u539f\u59cb\u8f93\u5165\uff0c\u53ea\u6d88\u8d39\u8fb9\u8bc1\u636e\uff0c\u751f\u6210\u4e3b\u94fe\/\u8f85\u94fe\/\u4e2d\u4ecb\u94fe\u3002<\/li>\n\n\n\n
                  6. \u5168\u5c40\u4ef2\u88c1\u5668\uff1a\u878d\u5408\u5404 agent \u7ed3\u679c\uff0c\u5904\u7406\u51b2\u7a81\uff0c\u8f93\u51fa\u6700\u7ec8\u56e0\u679c\u56fe\u4e0e\u94fe\u89e3\u91ca\u3002<\/li>\n<\/ol>\n\n\n\n

                    4.3 \u8bad\u7ec3\u4e0e\u63a8\u7406\u65b9\u5f0f\uff08\u4e3a\u4ec0\u4e48\u80fd\u7ed5\u5f00\u201c\u94fe\u76d1\u7763\u4e0d\u8db3\u201d\uff09<\/h4>\n\n\n\n
                      \n
                    1. \u8bad\u7ec3\u9636\u6bb5\uff1a\u4ee5\u8fb9\u76d1\u7763\u4e3a\u4e3b\uff0c\u6bcf\u4e2a agent \u5b66\u81ea\u5df1\u7684\u8fb9\u5206\u6570\uff0c\u878d\u5408\u5668\u5b66\u6700\u7ec8\u8fb9\u3002<\/li>\n\n\n\n
                    2. \u94fe\u9636\u6bb5\uff1a\u4e0d\u505a\u5f3a\u76d1\u7763\u94fe\u751f\u6210\uff0c\u91c7\u7528\u7ed3\u6784\u5316\u641c\u7d22\uff08\u65f6\u95f4\u524d\u5411\u7ea6\u675f + \u7a00\u758f\u7ea6\u675f + \u8fde\u901a\u6027\u7ea6\u675f\uff09\u3002<\/li>\n\n\n\n
                    3. \u89e3\u7801\u5019\u9009\uff1a\u4f18\u5148\u4fdd\u7559\u4e00\u6761\u4e3b\u94fe\u548c\u82e5\u5e72\u8f85\u52a9\u94fe\uff0c\u652f\u6301\u540e\u7eed\u53ef\u89e3\u91ca\u5206\u6790\u3002<\/li>\n<\/ol>\n\n\n\n

                      \u5bf9\u5e94\u635f\u5931\u53ef\u4ee5\u843d\u6210\uff1a<\/p>\n\n\n\n

                        \n
                      • L_edge(agent)<\/code>\uff1a\u5404 agent \u8fb9\u76d1\u7763\u635f\u5931<\/li>\n\n\n\n
                      • L_fuse<\/code>\uff1a\u878d\u5408\u5668\u8fb9\u76d1\u7763\u635f\u5931<\/li>\n\n\n\n
                      • L_cons<\/code>\uff1aagent \u4e0e\u878d\u5408\u7ed3\u679c\u4e00\u81f4\u6027\u7ea6\u675f<\/li>\n\n\n\n
                      • L_sparse<\/code>\uff1a\u6291\u5236\u5168\u8fde\u8fb9<\/li>\n\n\n\n
                      • \uff08\u53ef\u9009\uff09L_cf<\/code>\uff1a\u53cd\u4e8b\u5b9e\u654f\u611f\u6027\u7ea6\u675f<\/li>\n<\/ul>\n\n\n\n

                        4.4 \u8fd9\u5957\u65b9\u6848\u76f8\u5bf9\u4e0a\u5468\u5931\u8d25\u7684\u6539\u8fdb\u70b9<\/h4>\n\n\n\n
                          \n
                        1. \u4ece\u201c\u5355\u4e00\u94fe\u6a21\u5757\u540e\u63a5\u6253\u5206\u5668\u201d\u6539\u4e3a\u201c\u591a\u8bc1\u636e\u6e90\u5148\u5efa\u8fb9\uff0c\u518d\u7ec4\u88c5\u94fe\u201d\u3002<\/li>\n\n\n\n
                        2. \u4ece\u201c\u7ed3\u679c\u5bfc\u5411\u8c03\u5206\u201d\u6539\u4e3a\u201c\u673a\u5236\u5bfc\u5411\u89e3\u91ca\u201d\uff0c\u66f4\u5bb9\u6613\u5b9a\u4f4d\u9519\u8bef\u6765\u6e90\u3002<\/li>\n\n\n\n
                        3. \u4ece\u201c\u9ed1\u7bb1\u589e\u76ca\u201d\u6539\u4e3a\u201c\u53ef\u62c6\u5206\u8bc4\u4f30\u201d\uff08\u8fb9\u7ea7\u3001\u94fe\u7ea7\u3001\u53cd\u4e8b\u5b9e\u7a33\u5b9a\u6027\u5206\u522b\u53ef\u6d4b\uff09\u3002<\/li>\n\n\n\n
                        4. \u7814\u7a76\u8def\u5f84\u66f4\u7a33\uff1a\u5148\u8fb9\u7ea7\u53ef\u590d\u73b0\uff0c\u518d\u94fe\u7ea7\u53ef\u89e3\u91ca\uff0c\u518d\u4e0b\u6e38\u589e\u5f3a\u3002<\/li>\n<\/ol>\n\n\n\n
                          \n\n\n\n

                          5. \u5f53\u524d\u95ee\u9898\u4e0e\u98ce\u9669<\/h3>\n\n\n\n
                            \n
                          1. \u6570\u636e\u4e0e\u4efb\u52a1\u5c42\u9762\u7684\u5929\u7136\u9650\u5236\u4ecd\u5728\uff1a\u94fe\u7ea7\u5f3a\u76d1\u7763\u4e0d\u8db3\u3002<\/li>\n\n\n\n
                          2. \u4ece\u201c\u8fb9\u7ea7\u53ef\u590d\u73b0\u201d\u5230\u201c\u94fe\u7ea7\u53ef\u89e3\u91ca\u201d\u4ecd\u9700\u989d\u5916\u8bc4\u6d4b\u8bbe\u8ba1\u652f\u6491\u3002<\/li>\n\n\n\n
                          3. \u540e\u7eed\u82e5\u8fdb\u5165\u591a\u667a\u80fd\u4f53\u65b9\u6848\uff0c\u6a21\u5757\u589e\u591a\u4f1a\u5e26\u6765\u5b9e\u73b0\u590d\u6742\u5ea6\u548c\u5bf9\u9f50\u6210\u672c\u4e0a\u5347\u3002<\/li>\n<\/ol>\n\n\n\n
                            \n\n\n\n

                            6. \u4e0b\u5468\u8ba1\u5212<\/h3>\n\n\n\n
                              \n
                            1. \u7ee7\u7eed\u63a8\u8fdb\u5e76\u7a33\u5b9a\u8dd1\u901a MECD \/ MECD+ baseline \u7684\u5173\u952e\u6d41\u7a0b\u3002<\/li>\n\n\n\n
                            2. \u5bf9\u672c\u5468\u7cbe\u8bfb\u7ed3\u8bba\u505a\u6700\u5c0f\u5316\u5b9e\u73b0\u6620\u5c04\uff1a\n
                                \n
                              • \u660e\u786e\u201c\u591a agent \u8fb9\u5206\u6570 -> \u94fe\u7ec4\u88c5\u5668\u201d\u7b2c\u4e00\u7248\u63a5\u53e3\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n
                              • \u68b3\u7406\u94fe\u7ea7\u8bc4\u6d4b\u8349\u6848\uff1a\n
                                  \n
                                • \u4e3b\u94fe\u547d\u4e2d\u7387\u3001path-F1\u3001\u4e2d\u4ecb\u8bc6\u522b\u3001\u53cd\u4e8b\u5b9e\u7a33\u5b9a\u6027\u3002<\/li>\n<\/ul>\n<\/li>\n\n\n\n
                                • \u7ee7\u7eed\u4f18\u5316 AI \u8f85\u52a9\u5de5\u4f5c\u6d41\uff1a\n
                                    \n
                                  • \u628a\u6587\u732e\u7b14\u8bb0\u3001\u5468\u62a5\u3001\u5b9e\u9a8c\u65e5\u5fd7\u7edf\u4e00\u6210\u56fa\u5b9a\u6a21\u677f\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n
                                    \n\n\n\n

                                    7. \u672c\u5468\u603b\u7ed3<\/h3>\n\n\n\n

                                    \u672c\u5468\u867d\u7136\u6ca1\u6709\u8ffd\u6c42\u65b0\u6307\u6807\uff0c\u4f46\u5b8c\u6210\u4e86\u5bf9\u540e\u7eed\u6700\u5173\u952e\u7684\u4e24\u9879\u6253\u5e95\u5de5\u4f5c\uff1a<\/p>\n\n\n\n

                                      \n
                                    1. \u7406\u8bba\u4e0a\uff1a\u660e\u786e\u4e86 MECD \u8def\u7ebf\u7684\u9002\u7528\u8fb9\u754c\u4e0e\u8bfe\u9898\u5347\u7ea7\u65b9\u5411\u3002<\/li>\n\n\n\n
                                    2. \u6267\u884c\u4e0a\uff1a\u5b8c\u6210\u4e86 Codex + VPN \u4e3a\u6838\u5fc3\u7684 AI \u8f85\u52a9\u79d1\u7814\u5de5\u4f5c\u6d41\u642d\u5efa\u3002<\/li>\n<\/ol>\n\n\n\n

                                      \u6574\u4f53\u8fdb\u5c55\u7b26\u5408\u9884\u671f\u3002\u4e0b\u4e00\u6b65\u5c06\u4ee5\u201c\u57fa\u7ebf\u53ef\u590d\u73b0 + \u94fe\u7ea7\u6700\u5c0f\u9a8c\u8bc1\u201d\u4e3a\u4f18\u5148\u76ee\u6807\u63a8\u8fdb\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

                                      1. \u672c\u5468\u5de5\u4f5c\u603b\u89c8 \u672c\u5468\u7684\u91cd\u70b9\u4e0d\u662f\u8dd1\u65b0\u5b9e\u9a8c\uff0c\u800c\u662f\u628a\u540e\u7eed\u7814\u7a76\u63a8\u8fdb\u524d\u6700\u5173\u952e\u7684\u4e24\u4ef6\u57fa\u7840\u5de5\u4f5c\u505a\u624e\u5b9e\uff1a \u8fd9\u5468\u7684\u6838\u5fc3\u4ea7\u51fa\u53ef […]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-312","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/blog.zeronely.cn\/index.php\/wp-json\/wp\/v2\/posts\/312","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/blog.zeronely.cn\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/blog.zeronely.cn\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/blog.zeronely.cn\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/blog.zeronely.cn\/index.php\/wp-json\/wp\/v2\/comments?post=312"}],"version-history":[{"count":1,"href":"https:\/\/blog.zeronely.cn\/index.php\/wp-json\/wp\/v2\/posts\/312\/revisions"}],"predecessor-version":[{"id":313,"href":"https:\/\/blog.zeronely.cn\/index.php\/wp-json\/wp\/v2\/posts\/312\/revisions\/313"}],"wp:attachment":[{"href":"https:\/\/blog.zeronely.cn\/index.php\/wp-json\/wp\/v2\/media?parent=312"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/blog.zeronely.cn\/index.php\/wp-json\/wp\/v2\/categories?post=312"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/blog.zeronely.cn\/index.php\/wp-json\/wp\/v2\/tags?post=312"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}