{"id":86633,"date":"2026-07-28T23:49:31","date_gmt":"2026-07-28T15:49:31","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/86633.html"},"modified":"2026-07-28T23:49:31","modified_gmt":"2026-07-28T15:49:31","slug":"%e5%bd%93%e9%99%b6%e5%93%b2%e8%bd%a9%e9%81%87%e4%b8%8a%e5%a4%a7%e6%a8%a1%e5%9e%8b%ef%bc%9a%e4%bb%8e%e9%9b%85%e5%8f%af%e6%af%94%e7%8c%9c%e6%83%b3%e5%8f%8d%e4%be%8b%e7%9c%8bai%e8%be%85%e5%8a%a9%e6%95%b0","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/86633.html","title":{"rendered":"\u5f53\u9676\u54f2\u8f69\u9047\u4e0a\u5927\u6a21\u578b\uff1a\u4ece\u96c5\u53ef\u6bd4\u731c\u60f3\u53cd\u4f8b\u770bAI\u8f85\u52a9\u6570\u5b66\u8bc1\u660e\u7684\u6b63\u786e\u59ff\u52bf"},"content":{"rendered":"

\u5f53\u9676\u54f2\u8f69\u9047\u4e0a\u5927\u6a21\u578b：\u4ece\u96c5\u53ef\u6bd4\u731c\u60f3\u53cd\u4f8b\u770bAI\u8f85\u52a9\u6570\u5b66\u8bc1\u660e\u7684\u6b63\u786e\u59ff\u52bf<\/h2>\n

\u5728\u6570\u5b66\u754c，\u9676\u54f2\u8f69\u662f\u4e00\u4e2a\u4f20\u5947\u822c\u7684\u5b58\u5728\u3002\u4f5c\u4e3a\u83f2\u5c14\u5179\u5956\u5f97\u4e3b，\u4ed6\u4e0d\u4ec5\u5728\u8c03\u548c\u5206\u6790\u3001\u504f\u5fae\u5206\u65b9\u7a0b\u7b49\u9886\u57df\u5efa\u6811\u5353\u8457，\u66f4\u56e0\u5176\u5bf9\u65b0\u6280\u672f\u5f00\u653e\u4e14\u5ba1\u614e\u7684\u6001\u5ea6\u800c\u95fb\u540d\u3002\u6700\u8fd1，\u4e00\u7bc7\u5173\u4e8e\u9676\u54f2\u8f69\u4e0e\u5927\u6a21\u578b\u63a2\u8ba8\u201c\u96c5\u53ef\u6bd4\u731c\u60f3\u53cd\u4f8b\u201d\u7684\u5bf9\u8bdd\u8bb0\u5f55\u5728\u6280\u672f\u793e\u533a\u5f15\u53d1\u4e86\u70ed\u70c8\u8ba8\u8bba\u3002\u8fd9\u4e0d\u4ec5\u4ec5\u662f\u4e00\u6b21\u7b80\u5355\u7684\u95ee\u7b54，\u66f4\u662f\u4e00\u573a\u5173\u4e8e\u4eba\u7c7b\u76f4\u89c9\u3001\u5f62\u5f0f\u5316\u9a8c\u8bc1\u4e0e\u4eba\u5de5\u667a\u80fd\u8fb9\u754c\u7684\u9ad8\u7ea7\u6f14\u793a\u3002<\/p>\n

\u5bf9\u4e8e\u4e2d\u7ea7\u5f00\u53d1\u8005\u800c\u8a00，\u8fd9\u573a\u5bf9\u8bdd\u7684\u4ef7\u503c\u8fdc\u8d85\u6570\u5b66\u672c\u8eab\u3002\u5b83\u63ed\u793a\u4e86\u6211\u4eec\u5728\u4f7f\u7528\u5927\u6a21\u578b（\u5982GPT-5.5\u3001Claude 3.5\u6216DeepSeek 4.0 Pro）\u89e3\u51b3\u590d\u6742\u903b\u8f91\u95ee\u9898\u65f6\u5e94\u5177\u5907\u7684\u601d\u7ef4\u6846\u67b6\u3002\u672c\u6587\u5c06\u6df1\u5165\u5256\u6790\u8fd9\u6b21\u5bf9\u8bdd\u7684\u6280\u672f\u5185\u6838，\u63a2\u8ba8\u5982\u4f55\u5c06\u201c\u9676\u54f2\u8f69\u5f0f\u201d\u7684\u4e25\u8c28\u601d\u7ef4\u5e94\u7528\u4e8e\u6211\u4eec\u7684\u65e5\u5e38\u5f00\u53d1\u4e0e\u7cfb\u7edf\u8bbe\u8ba1\u4e2d\u3002<\/p>\n

\"Abstract<\/p>\n

\u96c5\u53ef\u6bd4\u731c\u60f3：\u4e00\u4e2a\u770b\u4f3c\u7b80\u5355\u7684\u4e16\u754c\u7ea7\u96be\u9898<\/h4>\n

\u8981\u7406\u89e3\u8fd9\u6b21\u5bf9\u8bdd\u7684\u6280\u672f\u542b\u91cf，\u6211\u4eec\u9700\u8981\u5148\u4e86\u89e3\u80cc\u666f\u3002\u96c5\u53ef\u6bd4\u731c\u60f3\u662f\u4ee3\u6570\u51e0\u4f55\u4e2d\u7684\u4e00\u4e2a\u8457\u540d\u672a\u89e3\u96be\u9898，\u7531Ott-Heinrich Keller\u57281939\u5e74\u63d0\u51fa\u3002\u7528\u901a\u4fd7\u7684\u8bdd\u8bb2，\u5b83\u63a2\u8ba8\u7684\u662f\u591a\u9879\u5f0f\u51fd\u6570\u7684\u53ef\u9006\u6027\u95ee\u9898\u3002<\/p>\n

\u5728\u5355\u53d8\u91cf\u60c5\u51b5\u4e0b，\u5982\u679c <\/p>\n

y<\/p>\n

=<\/p>\n

P<\/p>\n

(<\/p>\n

x<\/p>\n

)<\/p>\n

y = P(x)<\/p>\n

<\/span><\/span>y<\/span><\/span>=<\/span><\/span><\/span><\/span>P<\/span>(<\/span>x<\/span>)<\/span><\/span><\/span><\/span><\/span> \u662f\u4e00\u4e2a\u591a\u9879\u5f0f，\u4e14\u5176\u5bfc\u6570 <\/p>\n

P<\/p>\n

\u2032<\/p>\n

(<\/p>\n

x<\/p>\n

)<\/p>\n

P'(x)<\/p>\n

<\/span><\/span>P<\/span><\/span>\u2032<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span>(<\/span>x<\/span>)<\/span><\/span><\/span><\/span><\/span> \u662f\u975e\u96f6\u5e38\u6570，\u90a3\u4e48\u8fd9\u4e2a\u591a\u9879\u5f0f\u4e00\u5b9a\u6709\u4e00\u4e2a\u591a\u9879\u5f0f\u5f62\u5f0f\u7684\u9006\u51fd\u6570 <\/p>\n

x<\/p>\n

=<\/p>\n

Q<\/p>\n

(<\/p>\n

y<\/p>\n

)<\/p>\n

x = Q(y)<\/p>\n

<\/span><\/span>x<\/span><\/span>=<\/span><\/span><\/span><\/span>Q<\/span>(<\/span>y<\/span>)<\/span><\/span><\/span><\/span><\/span>\u3002\u8fd9\u542c\u8d77\u6765\u5f88\u81ea\u7136\u3002<\/p>\n

\u96c5\u53ef\u6bd4\u731c\u60f3\u5c06\u8fd9\u4e2a\u76f4\u89c9\u63a8\u5e7f\u5230\u4e86\u591a\u7ef4\u60c5\u51b5：\u5982\u679c\u4f60\u6709\u4e00\u4e2a\u4ecen\u7ef4\u7a7a\u95f4\u5230n\u7ef4\u7a7a\u95f4\u7684\u591a\u9879\u5f0f\u6620\u5c04，\u4e14\u5176\u96c5\u53ef\u6bd4\u884c\u5217\u5f0f\u662f\u4e00\u4e2a\u975e\u96f6\u5e38\u6570，\u90a3\u4e48\u8fd9\u4e2a\u6620\u5c04\u662f\u5426\u4e00\u5b9a\u6709\u5168\u5c40\u7684\u591a\u9879\u5f0f\u9006\u6620\u5c04？<\/p>\n

\u5c3d\u7ba1\u8868\u8ff0\u7b80\u5355，\u4f46\u81f3\u4eca\u65e0\u4eba\u80fd\u5b8c\u5168\u8bc1\u660e\u3002\u8bb8\u591a\u6570\u5b66\u5bb6\u66fe\u58f0\u79f0\u627e\u5230\u4e86\u8bc1\u660e\u6216\u53cd\u4f8b，\u4f46\u90fd\u5728\u540c\u884c\u8bc4\u5ba1\u4e2d\u8d25\u4e0b\u9635\u6765\u3002\u8fd9\u79cd\u201c\u5bb9\u6613\u63d0\u51fa\u5374\u96be\u4ee5\u8bc1\u660e\u201d\u7684\u7279\u6027，\u4f7f\u5176\u6210\u4e3a\u6d4b\u8bd5\u5927\u6a21\u578b\u903b\u8f91\u63a8\u7406\u80fd\u529b\u7684\u7edd\u4f73\u8bd5\u91d1\u77f3\u3002<\/p>\n

\u9676\u54f2\u8f69\u7684\u5b9e\u9a8c：\u4e0d\u4ec5\u4ec5\u662f\u63d0\u95ee<\/h4>\n

\u5728\u6d41\u4f20\u51fa\u7684\u5bf9\u8bdd\u8bb0\u5f55\u4e2d，\u9676\u54f2\u8f69\u5e76\u6ca1\u6709\u7b80\u5355\u5730\u95eeChatGPT：\u201c\u96c5\u53ef\u6bd4\u731c\u60f3\u662f\u5bf9\u7684\u5417？\u201d\u8fd9\u79cd\u521d\u7ea7\u63d0\u95ee\u65b9\u5f0f\u5f80\u5f80\u53ea\u4f1a\u5f97\u5230\u767e\u79d1\u5168\u4e66\u5f0f\u7684\u6cdb\u6cdb\u800c\u8c08\u3002\u76f8\u53cd，\u4ed6\u91c7\u7528\u4e86\u4e00\u79cd\u6781\u5177\u5de5\u7a0b\u601d\u7ef4\u7684\u201c\u4ea4\u4e92\u5f0f\u9a8c\u8bc1\u201d\u7b56\u7565\u3002<\/p>\n

\u4ed6\u5411\u6a21\u578b\u63d0\u51fa\u4e86\u4e00\u4e2a\u5177\u4f53\u7684\u53cd\u4f8b\u6784\u9020\u601d\u8def，\u5e76\u5f15\u5bfc\u6a21\u578b\u4e00\u6b65\u6b65\u9a8c\u8bc1\u3002\u8fd9\u5c31\u50cf\u6211\u4eec\u5728\u4ee3\u7801Review\u4e2d，\u4e0d\u662f\u95ee\u201c\u8fd9\u6bb5\u4ee3\u7801\u6709Bug\u5417\u201d，\u800c\u662f\u8bf4\u201c\u6211\u8ba4\u4e3a\u8fd9\u91cc\u5b58\u5728\u5e76\u53d1\u7ade\u4e89\u95ee\u9898，\u56e0\u4e3a\u9501\u7684\u7c92\u5ea6\u8bbe\u7f6e\u4e0d\u5f53，\u4f60\u600e\u4e48\u770b？\u201d<\/p>\n

\u5173\u952e\u8f6c\u6298\u70b9：\u4ece\u5e7b\u89c9\u5230\u4e25\u8c28<\/p>\n

\u5728\u5bf9\u8bdd\u521d\u671f，\u5927\u6a21\u578b\u8868\u73b0\u51fa\u4e86\u5b83\u5178\u578b\u7684\u4e00\u8d2f\u7279\u6027：\u8bd5\u56fe\u8fce\u5408\u7528\u6237\u7684\u5047\u8bbe\u3002\u5f53\u9676\u54f2\u8f69\u63d0\u51fa\u4e00\u4e2a\u770b\u4f3c\u5408\u7406\u7684\u53cd\u4f8b\u6784\u9020\u65f6，\u6a21\u578b\u6700\u521d\u503e\u5411\u4e8e\u8ba4\u53ef\u5176\u5408\u7406\u6027\u3002\u8fd9\u6b63\u5982\u6211\u4eec\u5728\u5f00\u53d1\u4e2d\u4f7f\u7528AI\u7f16\u7a0b\u52a9\u624b\u65f6\u5e38\u9047\u5230\u7684\u201c\u5e7b\u89c9\u201d\u95ee\u9898\u2014\u2014\u6a21\u578b\u4e3a\u4e86\u8865\u5168\u903b\u8f91，\u6709\u65f6\u4f1a\u7f16\u9020\u4e0d\u5b58\u5728\u7684API\u6216\u63a9\u76d6\u903b\u8f91\u6f0f\u6d1e\u3002<\/p>\n

\u7136\u800c，\u9676\u54f2\u8f69\u6ca1\u6709\u6b62\u6b65\u4e8e\u6b64\u3002\u4ed6\u50cf\u4e00\u4f4d\u8d44\u6df1\u7684\u67b6\u6784\u5e08\u5ba1\u67e5\u6838\u5fc3\u4ee3\u7801\u4e00\u6837，\u8fdb\u4e00\u6b65\u8ffd\u95ee\u4e86\u5177\u4f53\u7684\u63a8\u5bfc\u7ec6\u8282\u3002\u5728\u5c42\u5c42\u9012\u8fdb\u7684\u903b\u8f91\u8d28\u8be2\u4e0b，\u5927\u6a21\u578b\u6700\u7ec8\u201c\u53d1\u73b0\u201d\u5e76\u627f\u8ba4\u4e86\u8be5\u53cd\u4f8b\u6784\u9020\u4e2d\u7684\u903b\u8f91\u65ad\u5c42\u2014\u2014\u5373\u5ffd\u7565\u4e86\u7279\u5b9a\u4ee3\u6570\u7ed3\u6784\u4e2d\u7684\u96f6\u56e0\u5b50\u95ee\u9898\u3002<\/p>\n

\u8fd9\u4e00\u8fc7\u7a0b\u5411\u6211\u4eec\u5c55\u793a\u4e86\u5f53\u524d\u6700\u5148\u8fdb\u7684\u5927\u6a21\u578b（\u65e0\u8bba\u662fOpenAI\u7684o\u7cfb\u5217\u8fd8\u662fDeepSeek\u7684\u63a8\u7406\u6a21\u578b）\u7684\u6838\u5fc3\u7279\u5f81：\u5b83\u4eec\u662f\u5f3a\u5927\u7684\u201c\u966a\u7ec3\u201d，\u800c\u975e\u72ec\u7acb\u7684\u201c\u88c1\u5224\u201d\u3002<\/p>\n

\u6280\u672f\u542f\u793a：\u5982\u4f55\u6784\u5efa\u4eba\u673a\u534f\u4f5c\u7684\u903b\u8f91\u95ed\u73af<\/h4>\n

\u4f5c\u4e3a\u5f00\u53d1\u8005，\u6211\u4eec\u53ef\u4ee5\u4ece\u8fd9\u6b21\u5bf9\u8bdd\u4e2d\u63d0\u70bc\u51fa\u4e00\u5957\u9002\u7528\u4e8e\u590d\u6742\u7cfb\u7edf\u8bbe\u8ba1\u4e0e\u4ee3\u7801\u903b\u8f91\u9a8c\u8bc1\u7684AI\u534f\u4f5c\u65b9\u6cd5\u8bba\u3002<\/p>\n

1. \u63d0\u793a\u8bcd\u5de5\u7a0b\u4e2d\u7684\u201c\u5bf9\u6297\u6027\u601d\u7ef4\u201d<\/h5>\n

\u9676\u54f2\u8f69\u7684\u63d0\u95ee\u65b9\u5f0f\u5b9e\u9645\u4e0a\u662f\u4e00\u79cd\u201c\u5bf9\u6297\u6027\u63d0\u793a\u201d\u3002\u5728\u5f00\u53d1\u4e2d，\u5f53\u6211\u4eec\u8ba9AI\u751f\u6210\u4ee3\u7801\u6216\u5ba1\u67e5\u903b\u8f91\u65f6，\u4e0d\u5e94\u53ea\u505a\u6b63\u5411\u5f15\u5bfc\u3002<\/p>\n

\u9519\u8bef\u793a\u8303：<\/p>\n

\u201c\u8bf7\u5e2e\u6211\u68c0\u67e5\u8fd9\u6bb5\u4ee3\u7801\u662f\u5426\u7b26\u5408\u8bbe\u8ba1\u6a21\u5f0f\u3002\u201d<\/p>\n

\u6b63\u786e\u793a\u8303（\u5bf9\u6297\u6027）：<\/p>\n

\u201c\u6211\u6000\u7591\u8fd9\u6bb5\u4ee3\u7801\u5728\u9ad8\u5e76\u53d1\u573a\u666f\u4e0b\u4f1a\u56e0\u4e3a\u6b7b\u9501\u800c\u5d29\u6e83，\u56e0\u4e3a\u6211\u5728\u4e34\u754c\u533a\u5185\u8c03\u7528\u4e86\u5916\u90e8\u670d\u52a1\u3002\u8bf7\u5206\u6790\u8fd9\u79cd\u53ef\u80fd\u6027，\u5e76\u5c1d\u8bd5\u6784\u9020\u4e00\u4e2a\u590d\u73b0\u8be5\u95ee\u9898\u7684\u65f6\u5e8f\u56fe\u3002\u201d<\/p>\n

\u8fd9\u79cd\u63d0\u793a\u65b9\u5f0f\u8feb\u4f7f\u6a21\u578b\u8fdb\u5165\u201c\u627e\u832c\u201d\u6a21\u5f0f，\u800c\u975e\u201c\u8865\u5168\u201d\u6a21\u5f0f，\u4ece\u800c\u663e\u8457\u964d\u4f4e\u4e86\u903b\u8f91\u5e7b\u89c9\u7684\u53d1\u751f\u7387\u3002<\/p>\n

\"Abstract<\/p>\n

2. \u5f62\u5f0f\u5316\u9a8c\u8bc1\u7684\u91cd\u8981\u6027<\/h5>\n

\u5728\u8ba8\u8bba\u96c5\u53ef\u6bd4\u731c\u60f3\u65f6，\u9676\u54f2\u8f69\u8fd8\u6d89\u53ca\u4e86\u4f7f\u7528Lean\u7b49\u8bc1\u660e\u52a9\u624b\u8fdb\u884c\u5f62\u5f0f\u5316\u9a8c\u8bc1\u7684\u8bdd\u9898\u3002\u8fd9\u4e0e\u8f6f\u4ef6\u5de5\u7a0b\u4e2d\u7684\u201c\u7c7b\u578b\u5b89\u5168\u201d\u548c\u201c\u5f62\u5f0f\u5316\u65b9\u6cd5\u201d\u4e0d\u8c0b\u800c\u5408\u3002<\/p>\n

\u5927\u6a21\u578b\u64c5\u957f\u751f\u6210\u770b\u8d77\u6765\u6b63\u786e\u7684\u4ee3\u7801，\u4f46\u5f88\u96be\u4fdd\u8bc1\u4ee3\u7801\u5728\u6570\u5b66\u4e0a\u7684\u7edd\u5bf9\u6b63\u786e\u6027\u3002\u5bf9\u4e8e\u91d1\u878d\u3001\u822a\u7a7a\u822a\u5929\u7b49\u5173\u952e\u9886\u57df\u7684\u5f00\u53d1\u8005，\u4ec5\u4ec5\u4f9d\u8d56\u5927\u6a21\u578b\u7684\u8f93\u51fa\u662f\u5371\u9669\u7684\u3002<\/p>\n

\u6211\u4eec\u53ef\u4ee5\u501f\u9274\u6570\u5b66\u754c\u7684\u505a\u6cd5，\u5f15\u5165\u201c\u5f62\u5f0f\u5316\u6ce8\u91ca\u201d\u6216\u201c\u5951\u7ea6\u5f0f\u7f16\u7a0b\u201d\u3002<\/p>\n

# \u666e\u901a\u5f00\u53d1\u8005\u5199\u7684\u51fd\u6570（\u4f9d\u8d56AI\u751f\u6210）<\/span>
\ndef<\/span> calculate_trajectory<\/span>(<\/span>velocity,<\/span> angle)<\/span>:<\/span>
\n # AI\u53ef\u80fd\u4f1a\u5ffd\u7565\u89d2\u5ea6\u4e3a90\u5ea6\u65f6\u7684\u8fb9\u754c\u60c5\u51b5<\/span>
\n return<\/span> velocity *<\/span> math.<\/span>cos(<\/span>angle)<\/span><\/p>\n

# \u501f\u9274\u201c\u8bc1\u660e\u601d\u7ef4\u201d\u7684\u5199\u6cd5（\u4eba\u673a\u534f\u4f5c\u9a8c\u8bc1）<\/span>
\ndef<\/span> calculate_trajectory_verified<\/span>(<\/span>velocity:<\/span> float<\/span>,<\/span> angle:<\/span> float<\/span>)<\/span> –<\/span>><\/span> float<\/span>:<\/span>
\n """
\n Pre-condition: velocity >= 0
\n Post-condition: result >= 0<\/p>\n

Model Interaction Log:
\n Q: If angle is PI\/2, cos(angle) is 0. Is this handled?
\n A: Yes, the result will be 0, which is physically correct for horizontal distance.
\n """<\/span>
\n # \u5f3a\u5236\u8981\u6c42AI\u6216\u9759\u6001\u5206\u6790\u5de5\u5177\u9a8c\u8bc1\u524d\u7f6e\u6761\u4ef6<\/span>
\n assert<\/span> velocity >=<\/span> 0<\/span>,<\/span> "Velocity must be non-negative"<\/span>
\n return<\/span> velocity *<\/span> math.<\/span>cos(<\/span>angle)<\/span><\/p>\n

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3. \u8fed\u4ee3\u5f0f\u63a8\u7406：Chain of Thought \u7684\u5b9e\u6218\u5e94\u7528<\/h5>\n

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  • \u5b9a\u4e49\u95ee\u9898\u7a7a\u95f4：\u5411\u6a21\u578b\u63cf\u8ff0\u7cfb\u7edf\u7684\u5f53\u524d\u72b6\u6001\u548c\u5f02\u5e38\u8868\u73b0\u3002<\/li>\n
  • \u63d0\u51fa\u5047\u8bbe：\u8ba9\u6a21\u578b\u5217\u4e3e\u53ef\u80fd\u5bfc\u81f4\u5f02\u5e38\u7684N\u79cd\u539f\u56e0\u3002<\/li>\n
  • \u9010\u4e00\u6392\u9664：\u9488\u5bf9\u6bcf\u4e2a\u539f\u56e0，\u8ba9\u6a21\u578b\u63d0\u4f9b\u9a8c\u8bc1\u811a\u672c\u6216\u65e5\u5fd7\u5206\u6790\u903b\u8f91\u3002<\/li>\n
  • \u6536\u655b\u7ed3\u8bba：\u5728\u6392\u9664\u4e86\u5e72\u6270\u9879\u540e，\u8ba9\u6a21\u578b\u805a\u7126\u4e8e\u6700\u53ef\u80fd\u7684\u6839\u56e0\u3002<\/li>\n

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    \u96c5\u53ef\u6bd4\u53cd\u4f8b\u7684\u4ee3\u7801\u9690\u55bb<\/h4>\n

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    \u603b\u7ed3：\u6210\u4e3aAI\u65f6\u4ee3\u7684\u201c\u67b6\u6784\u5e08\u201d<\/h4>\n

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    \u5c31\u50cf\u9676\u54f2\u8f69\u6ca1\u6709\u76f2\u76ee\u76f8\u4fe1\u6a21\u578b\u7ed9\u51fa\u7684\u201c\u8bc1\u660e\u201d\u6216\u201c\u53cd\u4f8b\u201d，\u800c\u662f\u901a\u8fc7\u5c42\u5c42\u8ffd\u95ee\u903c\u8fd1\u771f\u76f8\u4e00\u6837，\u6211\u4eec\u5728\u5f00\u53d1\u4e2d\u4e5f\u5e94\u626e\u6f14\u201c\u67b6\u6784\u5e08\u201d\u7684\u89d2\u8272：<\/p>\n

  • \u5b9a\u4e49\u8fb9\u754c：\u660e\u786e\u7cfb\u7edf\u7684\u7ea6\u675f\u6761\u4ef6\u548c\u4e1a\u52a1\u516c\u7406\u3002<\/li>\n
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    \u672a\u6765，\u533a\u5206\u521d\u7ea7\u5f00\u53d1\u8005\u4e0e\u8d44\u6df1\u4e13\u5bb6\u7684\u754c\u9650，\u4e0d\u518d\u662f\u8c01\u8bb0\u5f97\u66f4\u591a\u7684API，\u800c\u662f\u8c01\u80fd\u66f4\u5a34\u719f\u5730\u9a7e\u9a6d\u5927\u6a21\u578b\u8fd9\u4e00\u5f3a\u5927\u7684\u903b\u8f91\u5916\u6302，\u5728\u590d\u6742\u7684\u4ee3\u7801\u4e16\u754c\u4e2d\u6784\u5efa\u8d77\u575a\u4e0d\u53ef\u6467\u7684\u903b\u8f91\u5927\u53a6\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

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    \n\u5728\u6570\u5b66\u754c，\u9676\u54f2\u8f69\u662f\u4e00\u4e2a\u4f20\u5947\u822c\u7684\u5b58\u5728\u3002\u4f5c\u4e3a\u83f2\u5c14\u5179\u5956\u5f97\u4e3b，\u4ed6\u4e0d\u4ec5\u5728\u8c03\u548c\u5206\u6790\u3001\u504f\u5fae\u5206\u65b9\u7a0b\u7b49\u9886\u57df\u5efa\u6811\u5353\u8457，\u66f4\u56e0\u5176\u5bf9\u65b0\u6280\u672f\u5f00\u653e\u4e14\u5ba1\u614e\u7684\u6001\u5ea6\u800c\u95fb\u540d\u3002\u6700\u8fd1，\u4e00\u7bc7\u5173\u4e8e\u9676\u54f2\u8f69\u4e0e\u5927\u6a21\u578b\u63a2\u8ba8\u201c\u96c5\u53ef\u6bd4\u731c\u60f3\u53cd\u4f8b\u201d\u7684\u5bf9\u8bdd\u8bb0\u5f55\u5728\u6280\u672f\u793e\u533a\u5f15\u53d1\u4e86\u70ed\u70c8\u8ba8\u8bba\u3002\u8fd9\u4e0d\u4ec5\u4ec5\u662f\u4e00\u6b21\u7b80\u5355\u7684\u95ee\u7b54，\u66f4\u662f\u4e00\u573a\u5173\u4e8e\u4eba\u7c7b\u76f4\u89c9\u3001\u5f62\u5f0f\u5316\u9a8c\u8bc1\u4e0e\u4eba\u5de5\u667a\u80fd\u8fb9\u754c\u7684\u9ad8\u7ea7\u6f14\u793a\u3002
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