{"id":2593,"date":"2026-06-08T20:25:26","date_gmt":"2026-06-08T12:25:26","guid":{"rendered":"https:\/\/deepbule.store\/?p=2593"},"modified":"2026-06-08T20:25:26","modified_gmt":"2026-06-08T12:25:26","slug":"%e3%80%8a%e4%bf%a1%e5%8f%b7%e4%b8%8e%e5%99%aa%e5%a3%b0%ef%bc%88%e7%ba%b3%e7%89%b9%c2%b7%e8%a5%bf%e5%b0%94%e5%bc%97%ef%bc%89%e3%80%8b%e9%98%85%e8%af%bb%e7%ac%94%e8%ae%b0","status":"publish","type":"post","link":"https:\/\/deepbule.store\/?p=2593","title":{"rendered":"\u300a\u4fe1\u53f7\u4e0e\u566a\u58f0\uff08\u7eb3\u7279\u00b7\u897f\u5c14\u5f17\uff09\u300b\u9605\u8bfb\u7b14\u8bb0"},"content":{"rendered":"<h1>\u300a\u4fe1\u53f7\u4e0e\u566a\u58f0\uff08\u7eb3\u7279\u00b7\u897f\u5c14\u5f17\uff09\u300b\u9605\u8bfb\u7b14\u8bb0<\/h1>\n<blockquote>\n<p>\u81ea\u52a8\u751f\u6210 | 2026-06-08 20:25 | \ud83e\udd16 LLM\u76f4\u751f<\/p>\n<\/blockquote>\n<h1>\u300a\u4fe1\u53f7\u4e0e\u566a\u58f0\u300b\u9605\u8bfb\u7b14\u8bb0<\/h1>\n<hr \/>\n<h2>\u4e00\u3001\u4f5c\u8005\u4e0e\u80cc\u666f<\/h2>\n<p>\u7eb3\u7279\u00b7\u897f\u5c14\u5f17\uff08Nate Silver\uff09\uff0c\u7f8e\u56fd\u7edf\u8ba1\u5b66\u5bb6\u3001\u4f5c\u5bb6\uff0c\u51fa\u751f\u4e8e1978\u5e74\uff0c\u6bd5\u4e1a\u4e8e\u5a01\u65af\u5eb7\u8f9b\u5927\u5b66\u5bc6\u5c14\u6c83\u57fa\u5206\u6821\u7ecf\u6d4e\u7cfb\u3002\u4ed6\u5728\u804c\u4e1a\u751f\u6daf\u65e9\u671f\u4ee5\u5f00\u53d1\u68d2\u7403\u6570\u636e\u5206\u6790\u7cfb\u7edf\uff08PECOTA\uff09\u95fb\u540d\u4e8e\u4f53\u80b2\u5206\u6790\u9886\u57df\uff0c\u540e\u8f6c\u5411\u653f\u6cbb\u9884\u6d4b\uff0c\u4e8e2008\u5e74\u7f8e\u56fd\u603b\u7edf\u5927\u9009\u4e2d\u6210\u529f\u9884\u6d4b\u5168\u90e850\u4e2a\u5dde\u7684\u9009\u4e3e\u7ed3\u679c\u800c\u5e7f\u53d7\u5173\u6ce8\u30022010\u5e74\uff0c\u4ed6\u521b\u7acb\u4e86\u8457\u540d\u7684\u6570\u636e\u5206\u6790\u7f51\u7ad9FiveThirtyEight\uff0c\u81f4\u529b\u4e8e\u7528\u7edf\u8ba1\u5b66\u65b9\u6cd5\u89e3\u8bfb\u653f\u6cbb\u3001\u4f53\u80b2\u3001\u7ecf\u6d4e\u7b49\u9886\u57df\u7684\u6570\u636e\u3002<\/p>\n<p>\u300a\u4fe1\u53f7\u4e0e\u566a\u58f0\u300b\u51fa\u7248\u4e8e2012\u5e74\uff0c\u6b63\u503c\u5927\u6570\u636e\u6982\u5ff5\u5174\u8d77\u4e4b\u9645\u3002\u5f7c\u65f6\uff0c\u6280\u672f\u4e50\u89c2\u4e3b\u4e49\u5f25\u6f2b\u793e\u4f1a\u5404\u754c\uff0c\u4eba\u4eec\u666e\u904d\u76f8\u4fe1\u6d77\u91cf\u6570\u636e\u80fd\u591f\u63ed\u793a\u4e00\u5207\u771f\u76f8\u3002\u7136\u800c\u897f\u5c14\u5f17\u4ee5\u51b7\u9759\u7684\u6000\u7591\u4e3b\u4e49\u7cbe\u795e\u64b0\u5199\u6b64\u4e66\uff0c\u65e8\u5728\u63ed\u793a\u4e00\u4e2a\u5e38\u88ab\u5ffd\u89c6\u7684\u9053\u7406\uff1a<strong>\u6570\u636e\u672c\u8eab\u5e76\u4e0d\u7b49\u4e8e\u77e5\u8bc6\uff0c\u4ece\u6570\u636e\u4e2d\u63d0\u53d6\u771f\u6b63\u7684\u4fe1\u53f7\u3001\u8fc7\u6ee4\u65e0\u610f\u4e49\u7684\u566a\u58f0\uff0c\u9700\u8981\u6df1\u523b\u7684\u7edf\u8ba1\u5b66\u7d20\u517b\u4e0e\u4e25\u8c28\u7684\u601d\u7ef4\u65b9\u5f0f<\/strong>\u3002\u672c\u4e66\u51dd\u805a\u4e86\u4f5c\u8005\u5728\u591a\u4e2a\u9884\u6d4b\u9886\u57df\u957f\u671f\u5b9e\u8df5\u7684\u89c2\u5bdf\u4e0e\u53cd\u601d\uff0c\u662f\u4e00\u90e8\u5173\u4e8e\u9884\u6d4b\u827a\u672f\u7684\u7cfb\u7edf\u6027\u53cd\u601d\u5f55\u3002<\/p>\n<hr \/>\n<h2>\u4e8c\u3001\u6838\u5fc3\u5185\u5bb9<\/h2>\n<p>\u300a\u4fe1\u53f7\u4e0e\u566a\u58f0\u300b\u7684\u6838\u5fc3\u547d\u9898\u662f\uff1a<strong>\u4e3a\u4ec0\u4e48\u6709\u90a3\u4e48\u591a\u9884\u6d4b\u5931\u8d25\u4e86\uff0c\u800c\u6211\u4eec\u53c8\u8be5\u5982\u4f55\u63d0\u9ad8\u9884\u6d4b\u7684\u51c6\u786e\u6027<\/strong>\u3002\u897f\u5c14\u5f17\u8ba4\u4e3a\uff0c\u73b0\u4ee3\u793e\u4f1a\u5bf9\u9884\u6d4b\u7684\u9700\u6c42\u7a7a\u524d\u65fa\u76db\uff0c\u4f46\u9884\u6d4b\u7684\u8d28\u91cf\u5374\u4ee4\u4eba\u5fe7\u8651\u3002\u4ed6\u8fd0\u7528\u5927\u91cf\u6765\u81ea\u4e0d\u540c\u9886\u57df\u7684\u6848\u4f8b\u2014\u2014\u5929\u6c14\u9884\u62a5\u3001\u5730\u9707\u9884\u6d4b\u3001\u7ecf\u6d4e\u8d8b\u52bf\u3001\u68cb\u7c7b\u535a\u5f08\u3001\u6d41\u884c\u75c5\u4f20\u64ad\u3001\u6050\u6016\u4e3b\u4e49\u5a01\u80c1\u3001\u80a1\u7968\u5e02\u573a\u2014\u2014\u9010\u4e00\u5256\u6790\u9884\u6d4b\u5931\u8d25\u7684\u6839\u672c\u539f\u56e0\u3002<\/p>\n<p>\u5168\u4e66\u7684\u6838\u5fc3\u6d1e\u89c1\u53ef\u5f52\u7ed3\u4e3a\u4ee5\u4e0b\u51e0\u70b9\u3002\u5176\u4e00\uff0c<strong>\u4fe1\u53f7\u4e0e\u566a\u58f0\u7684\u533a\u5206<\/strong>\u662f\u9884\u6d4b\u7684\u6838\u5fc3\u6311\u6218\uff0c\u4fe1\u53f7\u662f\u6570\u636e\u4e2d\u771f\u5b9e\u53ef\u9760\u7684\u89c4\u5f8b\uff0c\u566a\u58f0\u5219\u662f\u968f\u673a\u7684\u5e72\u6270\uff1b\u5176\u4e8c\uff0c<strong>\u8d1d\u53f6\u65af\u63a8\u7406<\/strong>\uff08Bayesian reasoning\uff09\u662f\u5c06\u6982\u7387\u601d\u7ef4\u878d\u5165\u9884\u6d4b\u7684\u5173\u952e\u65b9\u6cd5\u8bba\uff0c\u9884\u6d4b\u8005\u5e94\u5f53\u6839\u636e\u65b0\u8bc1\u636e\u4e0d\u65ad\u66f4\u65b0\u81ea\u5df1\u7684\u4fe1\u5ff5\uff1b\u5176\u4e09\uff0c<strong>\u8fc7\u5ea6\u62df\u5408<\/strong>\uff08overfitting\uff09\u4e0e<strong>\u6a21\u578b\u8fc7\u5ea6\u590d\u6742\u5316<\/strong>\u662f\u9884\u6d4b\u5931\u8d25\u7684\u6280\u672f\u6839\u6e90\u4e4b\u4e00\uff0c\u5f53\u6a21\u578b\u6355\u6349\u4e86\u566a\u58f0\u800c\u975e\u4fe1\u53f7\u65f6\uff0c\u9884\u6d4b\u53cd\u800c\u4f1a\u53d8\u5f97\u66f4\u52a0\u7cdf\u7cd5\uff1b\u5176\u56db\uff0c<strong>\u627f\u8ba4\u4e0d\u786e\u5b9a\u6027<\/strong>\u5e76\u975e\u8f6f\u5f31\u7684\u4f53\u73b0\uff0c\u800c\u662f\u79d1\u5b66\u6001\u5ea6\u7684\u6807\u5fd7\uff0c\u4e00\u4e2a\u597d\u7684\u9884\u6d4b\u8005\u5e94\u5f53\u7ed9\u51fa\u5e26\u6709\u7f6e\u4fe1\u533a\u95f4\u7684\u6982\u7387\u6027\u5224\u65ad\uff0c\u800c\u975e\u786e\u5b9a\u6027\u7684\u65ad\u8a00\u3002<\/p>\n<p>\u897f\u5c14\u5f17\u5728\u4e66\u4e2d\u8fd8\u7279\u522b\u6307\u51fa\uff0c\u8bb8\u591a\u9886\u57df\u7684\u4e13\u5bb6\u4e4b\u6240\u4ee5\u9891\u7e41\u8bef\u5224\uff0c\u5e76\u975e\u56e0\u4e3a\u4ed6\u4eec\u4e0d\u591f\u806a\u660e\uff0c\u800c\u662f\u56e0\u4e3a\u4eba\u7c7b\u5929\u751f\u503e\u5411\u4e8e\u6784\u5efa\u56e0\u679c\u53d9\u4e8b\u3001\u8fc7\u5ea6\u81ea\u4fe1\uff0c\u5e76\u53d7\u5230\u786e\u8ba4\u504f\u8bef\uff08confirmation bias\uff09\u7684\u652f\u914d\u3002\u672c\u4e66\u4e0d\u4ec5\u662f\u4e00\u90e8\u7edf\u8ba1\u5b66\u666e\u53ca\u8457\u4f5c\uff0c\u66f4\u662f\u4e00\u90e8\u5173\u4e8e\u4eba\u7c7b\u8ba4\u77e5\u5c40\u9650\u7684\u6df1\u523b\u68c0\u8ba8\u4e66\u3002<\/p>\n<hr \/>\n<h2>\u4e09\u3001\u7cbe\u534e\u6458\u5f55<\/h2>\n<blockquote>\n<p>\u201c\u4fe1\u53f7\u662f\u771f\u76f8\u3002\u566a\u58f0\u662f\u4f7f\u6211\u4eec\u504f\u79bb\u771f\u76f8\u7684\u4e1c\u897f\u3002\u5728\u4e00\u4e2a\u5145\u65a5\u7740\u6570\u636e\u7684\u65f6\u4ee3\uff0c\u6211\u4eec\u6bd4\u4ee5\u5f80\u4efb\u4f55\u65f6\u5019\u90fd\u66f4\u9700\u8981\u5b66\u4f1a\u5206\u8fa8\u4e8c\u8005\u3002\u201d<\/p>\n<p>\u201c\u9884\u6d4b\u4e0d\u662f\u5173\u4e8e\u672a\u6765\u7684\u58f0\u660e\uff1b\u9884\u6d4b\u662f\u5173\u4e8e\u6211\u4eec\u5f53\u524d\u4fe1\u5ff5\u7684\u58f0\u660e\u2014\u2014\u4ee5\u53ca\u5bf9\u90a3\u4e9b\u4fe1\u5ff5\u6709\u591a\u4e0d\u786e\u5b9a\u7684\u58f0\u660e\u3002\u201d<\/p>\n<p>\u201c\u597d\u7684\u9884\u6d4b\u4e0d\u662f\u6765\u81ea\u590d\u6742\u7684\u6a21\u578b\uff0c\u800c\u662f\u6765\u81ea\u7b80\u5355\u7684\u6a21\u578b\u2014\u2014\u52a0\u4e0a\u5bf9\u4e0d\u786e\u5b9a\u6027\u7684\u8bda\u5b9e\u8bc4\u4f30\u3002\u201d<\/p>\n<p>\u201c\u5929\u6c14\u9884\u62a5\u5458\u5b9e\u9645\u4e0a\u505a\u5f97\u76f8\u5f53\u597d\u3002\u4ed6\u4eec\u6bd4\u516c\u4f17\u6240\u8ba4\u4e3a\u7684\u8981\u51c6\u786e\u5f97\u591a\uff0c\u516c\u4f17\u7684\u6279\u8bc4\u5f80\u5f80\u6e90\u4e8e\u5bf9\u9884\u6d4b\u672c\u8d28\u7684\u6839\u672c\u8bef\u89e3\u3002\u201d<\/p>\n<p>\u201c\u5f53\u6211\u4eec\u8bd5\u56fe\u9884\u6d4b\u592a\u591a\u4e8b\u60c5\u2014\u2014\u5f53\u6211\u4eec\u6709\u592a\u591a\u7684\u7406\u8bba\u4f46\u6570\u636e\u592a\u5c11\u65f6\u2014\u2014\u6211\u4eec\u5f80\u5f80\u4f1a\u627e\u5230\u6839\u672c\u4e0d\u5b58\u5728\u7684\u6a21\u5f0f\u3002\u201d<\/p>\n<p>\u201c\u8d1d\u53f6\u65af\u5b9a\u7406\u7684\u6838\u5fc3\u601d\u60f3\u662f\uff1a\u5e94\u5f53\u6839\u636e\u65b0\u7684\u8bc1\u636e\u6765\u66f4\u65b0\u6211\u4eec\u7684\u4fe1\u5ff5\uff0c\u4f46\u8981\u4ee5\u4e00\u79cd\u6709\u6761\u7406\u7684\u65b9\u5f0f\u8fdb\u884c\u3002\u201d<\/p>\n<p>\u201c\u5728\u5730\u9707\u9884\u6d4b\u4e2d\uff0c\u6211\u4eec\u65e0\u6cd5\u9884\u6d4b\u4f55\u65f6\u4f1a\u53d1\u751f\u5730\u9707\uff0c\u4f46\u6211\u4eec\u53ef\u4ee5\u7528\u6982\u7387\u6765\u8868\u8ff0\u6211\u4eec\u7684\u65e0\u77e5\u3002\u201d<\/p>\n<p>\u201c\u7ecf\u6d4e\u9884\u6d4b\u8005\u7684\u95ee\u9898\u4e0d\u5728\u4e8e\u4ed6\u4eec\u4e0d\u591f\u806a\u660e\uff0c\u800c\u5728\u4e8e\u7ecf\u6d4e\u7cfb\u7edf\u672c\u8eab\u7684\u590d\u6742\u6027\u4f7f\u5f97\u51c6\u786e\u9884\u6d4b\u51e0\u4e4e\u662f\u4e0d\u53ef\u80fd\u7684\u3002\u201d<\/p>\n<p>\u201c\u5728\u6251\u514b\u724c\u684c\u4e0a\uff0c\u91cd\u8981\u7684\u4e0d\u662f\u4f60\u62ff\u5230\u4ec0\u4e48\u724c\uff0c\u800c\u662f\u4f60\u5982\u4f55\u5728\u724c\u5c40\u8fdb\u884c\u4e2d\u66f4\u65b0\u5bf9\u5bf9\u624b\u624b\u4e2d\u724c\u7684\u5224\u65ad\u3002\u201d<\/p>\n<p>\u201c\u627f\u8ba4\u6211\u4eec\u7684\u9519\u8bef\u4e0d\u662f\u5931\u8d25\uff1b\u62d2\u7edd\u627f\u8ba4\u9519\u8bef\u624d\u662f\u771f\u6b63\u7684\u5931\u8d25\u2014\u2014\u56e0\u4e3a\u5b83\u963b\u6b62\u4e86\u5b66\u4e60\u4e0e\u6539\u8fdb\u3002\u201d<\/p>\n<\/blockquote>\n<hr \/>\n<h2>\u56db\u3001\u4e3b\u9898\u5206\u6790<\/h2>\n<h3>\u4e3b\u9898\u4e00\uff1a\u9884\u6d4b\u7684\u672c\u8d28\u2014\u2014\u4ece\u786e\u5b9a\u6027\u601d\u7ef4\u5230\u6982\u7387\u6027\u601d\u7ef4<\/h3>\n<p>\u672c\u4e66\u6700\u6df1\u9083\u7684\u4e3b\u9898\u4e4b\u4e00\uff0c\u662f\u5bf9\u4eba\u7c7b\u6839\u6df1\u8482\u56fa\u7684<strong>\u786e\u5b9a\u6027\u601d\u7ef4<\/strong>\u7684\u6279\u5224\u4e0e\u53cd\u601d\u3002\u897f\u5c14\u5f17\u901a\u8fc7\u5bf9\u6bd4\u591a\u4e2a\u9884\u6d4b\u9886\u57df\u7684\u6210\u8d25\u5f97\u5931\uff0c\u63ed\u793a\u4e86\u4e00\u4e2a\u6838\u5fc3\u6d1e\u89c1\uff1a<strong>\u9884\u6d4b\u7684\u771f\u6b63\u4ef7\u503c\u4e0d\u5728\u4e8e\u7ed9\u51fa\u786e\u5b9a\u7684\u7b54\u6848\uff0c\u800c\u5728\u4e8e\u51c6\u786e\u5730\u91cf\u5316\u4e0d\u786e\u5b9a\u6027<\/strong>\u3002<\/p>\n<p>\u5728\u4f20\u7edf\u89c2\u5ff5\u4e2d\uff0c\u4e00\u4e2a&#8221;\u597d&#8221;\u7684\u9884\u6d4b\u4f3c\u4e4e\u5e94\u5f53\u662f\u660e\u786e\u7684\u3001\u53ef\u8bc1\u4f2a\u7684\u2014\u2014&#8221;\u660e\u5929\u4f1a\u4e0b\u96e8&#8221;\u6216&#8221;\u80a1\u4ef7\u5c06\u4e0a\u6da810%&#8221;\u3002\u7136\u800c\u897f\u5c14\u5f17\u6307\u51fa\uff0c\u8fd9\u79cd\u786e\u5b9a\u6027\u8bed\u8a00\u672c\u8eab\u5c31\u662f\u5bf9\u9884\u6d4b\u672c\u8d28\u7684\u8bef\u89e3\u3002\u771f\u6b63\u7684\u9884\u6d4b\u8005\u5e94\u5f53\u5b66\u4f1a\u8bf4\uff1a&#8221;\u660e\u5929\u670960%\u7684\u6982\u7387\u4e0b\u96e8&#8221;\uff0c\u5e76\u5bf9\u8fd9\u4e00\u6982\u7387\u7684\u53ef\u9760\u6027\u8d1f\u8d23\u3002\u5929\u6c14\u9884\u62a5\u5458\u4e4b\u6240\u4ee5\u5728\u6240\u6709\u9884\u6d4b\u8005\u4e2d\u76f8\u5bf9\u6210\u529f\uff0c\u6070\u6070\u662f\u56e0\u4e3a\u4ed6\u4eec\u65e9\u5df2\u63a5\u53d7\u4e86\u6982\u7387\u6027\u9884\u62a5\u7684\u8bed\u8a00\u4f53\u7cfb\uff0c\u5e76\u5efa\u7acb\u4e86\u7cfb\u7edf\u7684\u9a8c\u8bc1\u673a\u5236\u3002<\/p>\n<p>\u8fd9\u4e00\u4e3b\u9898\u7684\u73b0\u5b9e\u610f\u4e49\u5728\u4e8e\uff0c\u5b83\u63ed\u793a\u4e86\u73b0\u4ee3\u793e\u4f1a\u4e2d\u8bb8\u591a\u9884\u6d4b\u5931\u8d25\u7684\u8ba4\u77e5\u6839\u6e90\uff1a\u653f\u7b56\u5236\u5b9a\u8005\u8981\u6c42\u7ecf\u6d4e\u5b66\u5bb6\u7ed9\u51fa\u7cbe\u786e\u7684\u589e\u957f\u6570\u5b57\uff0c\u6295\u8d44\u8005\u671f\u5f85\u5206\u6790\u5e08\u9884\u6d4b\u7cbe\u786e\u7684\u80a1\u4ef7\u8d70\u5411\uff0c\u516c\u4f17\u671f\u5f85\u4e13\u5bb6\u5bf9\u5404\u79cd\u4e8b\u4ef6\u7ed9\u51fa\u975e\u9ed1\u5373\u767d\u7684\u5224\u65ad\u2014\u2014\u8fd9\u4e9b\u90fd\u662f\u786e\u5b9a\u6027\u601d\u7ef4\u7684\u4f53\u73b0\u3002\u897f\u5c14\u5f17\u8b66\u793a\u6211\u4eec\uff1a<strong>\u4e00\u4e2a\u62e5\u62b1\u6982\u7387\u601d\u7ef4\u7684\u793e\u4f1a\uff0c\u5176\u9884\u6d4b\u80fd\u529b\u5c06\u8fdc\u80dc\u4e8e\u4e00\u4e2a\u6267\u7740\u4e8e\u786e\u5b9a\u6027\u7b54\u6848\u7684\u793e\u4f1a<\/strong>\u3002<\/p>\n<h3>\u4e3b\u9898\u4e8c\uff1a\u8d1d\u53f6\u65af\u63a8\u7406\u2014\u2014\u9884\u6d4b\u8005\u7684\u8ba4\u8bc6\u8bba\u5de5\u5177<\/h3>\n<p>\u672c\u4e66\u7684\u53e6\u4e00\u6838\u5fc3\u4e3b\u9898\u662f<strong>\u8d1d\u53f6\u65af\u63a8\u7406<\/strong>\u4f5c\u4e3a\u4e00\u79cd\u9884\u6d4b\u65b9\u6cd5\u8bba\u7684\u666e\u904d\u9002\u7528\u6027\u3002\u897f\u5c14\u5f17\u5c06\u8d1d\u53f6\u65af\u5b9a\u7406\u4ece\u7eaf\u7cb9\u7684\u6570\u5b66\u516c\u5f0f\u8fd8\u539f\u4e3a\u4e00\u79cd\u6df1\u523b\u7684\u8ba4\u8bc6\u8bba\u6846\u67b6\uff1a<strong>\u9884\u6d4b\u8005\u5e94\u5f53\u6c38\u8fdc\u4fdd\u6301&#8221;\u521d\u59cb\u4fe1\u5ff5&#8221;\uff08\u5148\u9a8c\u6982\u7387\uff09\uff0c\u7136\u540e\u7cfb\u7edf\u5730\u6839\u636e\u65b0\u8bc1\u636e\u8c03\u6574\u8fd9\u4e9b\u4fe1\u5ff5\uff08\u4f3c\u7136\u6bd4\uff09\uff0c\u6700\u7ec8\u5f62\u6210\u66f4\u65b0\u540e\u7684&#8221;\u540e\u9a8c\u4fe1\u5ff5&#8221;<\/strong>\u3002<\/p>\n<p>\u897f\u5c14\u5f17\u901a\u8fc7\u591a\u4e2a\u9886\u57df\u7684\u6848\u4f8b\u5c55\u793a\u4e86\u8d1d\u53f6\u65af\u601d\u7ef4\u7684\u5b9e\u9645\u5e94\u7528\u3002\u5728\u6251\u514b\u535a\u5f08\u4e2d\uff0c\u4f18\u79c0\u7684\u724c\u624b\u4e0d\u4f1a\u56fa\u5b88\u81ea\u5df1\u5bf9\u5bf9\u624b\u624b\u724c\u7684\u521d\u59cb\u5224\u65ad\uff0c\u800c\u662f\u6839\u636e\u6bcf\u4e00\u8f6e\u7684\u4e0b\u6ce8\u884c\u4e3a\u6301\u7eed\u66f4\u65b0\u6982\u7387\u4f30\u8ba1\u3002\u5728\u653f\u6cbb\u9884\u6d4b\u4e2d\uff0c\u4ed6\u81ea\u5df1\u7684\u6a21\u578b\u4e4b\u6240\u4ee5\u6210\u529f\uff0c\u5173\u952e\u5728\u4e8e\u4e0d\u65ad\u7eb3\u5165\u65b0\u7684\u6c11\u8c03\u6570\u636e\u5e76\u52a8\u6001\u8c03\u6574\u9884\u6d4b\u533a\u95f4\u3002\u5728\u5730\u9707\u9884\u6d4b\u4e2d\uff0c\u867d\u7136\u6211\u4eec\u65e0\u6cd5\u9884\u6d4b\u5177\u4f53\u7684\u5730\u9707\u65f6\u95f4\uff0c\u4f46\u8d1d\u53f6\u65af\u6846\u67b6\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u6574\u5408\u5730\u8d28\u6570\u636e\uff0c\u5c06&#8221;\u6211\u4eec\u4e0d\u77e5\u9053&#8221;\u7684\u6a21\u7cca\u65e0\u77e5\u8f6c\u5316\u4e3a&#8221;\u5730\u9707\u5728\u7279\u5b9a\u65f6\u6bb5\u5185\u53d1\u751f\u7684\u6982\u7387&#8221;\u7684\u7cbe\u786e\u8868\u8ff0\u3002<\/p>\n<p>\u8fd9\u4e00\u4e3b\u9898\u7684\u6df1\u523b\u4e4b\u5904\u5728\u4e8e\uff0c\u5b83\u5c06\u9884\u6d4b\u4ece\u4e00\u79cd\u795e\u79d8\u7684\u8d85\u81ea\u7136\u6d3b\u52a8\u8fd8\u539f\u4e3a\u4e00\u79cd<strong>\u53ef\u5b66\u4e60\u3001\u53ef\u6539\u8fdb\u3001\u53ef\u9a8c\u8bc1\u7684\u7406\u6027\u5b9e\u8df5<\/strong>\u3002\u8d1d\u53f6\u65af\u601d\u7ef4\u4e0d\u662f\u5929\u8d4b\uff0c\u800c\u662f\u8bad\u7ec3\u7684\u7ed3\u679c\u2014\u2014\u5b83\u8981\u6c42\u9884\u6d4b\u8005\u6301\u7eed\u8ffd\u8e2a\u81ea\u5df1\u7684\u9884\u6d4b\u51c6\u786e\u7387\uff0c\u8bda\u5b9e\u5730\u8bc4\u4f30\u9519\u8bef\uff0c\u5e76\u636e\u6b64\u8c03\u6574\u672a\u6765\u7684\u5224\u65ad\u7b56\u7565\u3002\u897f\u5c14\u5f17\u6697\u793a\uff0c\u9884\u6d4b\u80fd\u529b\u7684\u63d0\u9ad8\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u8d1d\u53f6\u65af\u5b66\u4e60\u8fc7\u7a0b\uff0c\u800c\u5931\u8d25\u5e76\u4e0d\u53ef\u6015\uff0c\u53ef\u6015\u7684\u662f\u62d2\u7edd\u4ece\u5931\u8d25\u4e2d\u5b66\u4e60\u3002<\/p>\n<hr \/>\n<h2>\u4e94\u3001\u4e2a\u4eba\u611f\u609f<\/h2>\n<p>\u9605\u8bfb\u300a\u4fe1\u53f7\u4e0e\u566a\u58f0\u300b\u6700\u6df1\u523b\u7684\u89e6\u52a8\uff0c\u5728\u4e8e\u5b83\u8feb\u4f7f\u6211\u76f4\u9762\u81ea\u5df1\u8ba4\u77e5\u7ed3\u6784\u4e2d\u7684\u50b2\u6162\u4e0e\u504f\u89c1\u3002\u4f5c\u4e3a\u751f\u6d3b\u5728\u4fe1\u606f\u793e\u4f1a\u4e2d\u7684\u4e2a\u4f53\uff0c\u6211\u4eec\u6bcf\u5929\u90fd\u5728\u63a5\u6536\u6d77\u91cf\u6570\u636e\u4e0e\u9884\u6d4b\u4fe1\u606f\u2014\u2014\u4ece\u8d22\u7ecf\u8bc4\u8bba\u5230\u4e13\u5bb6\u9884\u6d4b\uff0c\u4ece\u5a92\u4f53\u5934\u6761\u5230\u7b97\u6cd5\u63a8\u8350\u2014\u2014\u5374\u5f88\u5c11\u8d28\u7591\u8fd9\u4e9b\u9884\u6d4b\u80cc\u540e\u7684\u65b9\u6cd5\u8bba\u57fa\u7840\u3002\u897f\u5c14\u5f17\u7684\u4e66\u8ba9\u6211\u610f\u8bc6\u5230\uff0c<strong>\u6211\u4eec\u8bc4\u5224\u9884\u6d4b\u8d28\u91cf\u7684\u6807\u51c6\u5f80\u5f80\u662f\u9519\u8bef\u7684\uff1a\u6211\u4eec\u6279\u8bc4\u9884\u6d4b\u6ca1\u6709&#8221;\u8bf4\u5bf9&#8221;\uff0c\u5374\u4ece\u4e0d\u8ffd\u95ee\u9884\u6d4b\u8005\u662f\u5426\u8bda\u5b9e\u5730\u8868\u8fbe\u4e86\u4e0d\u786e\u5b9a\u6027<\/strong>\u3002<\/p>\n<p>\u8fd9\u4e00\u53cd\u601d\u5ef6\u4f38\u81f3\u4e2a\u4eba\u51b3\u7b56\u9886\u57df\u3002\u6211\u4eec\u4e3a\u672a\u6765\u505a\u8ba1\u5212\u65f6\uff0c\u5f80\u5f80\u57fa\u4e8e\u5bf9\u672a\u6765\u7684\u786e\u5b9a\u6027\u5047\u8bbe\uff0c\u5ffd\u89c6\u4e86\u6982\u7387\u5206\u5e03\u7684\u5b58\u5728\u3002\u4e00\u4e2a\u66f4\u4e3a\u7a33\u5065\u7684\u51b3\u7b56\u6846\u67b6\uff0c\u5e94\u5f53\u5efa\u7acb\u5728\u591a\u79cd\u60c5\u666f\u7684\u6982\u7387\u8bc4\u4f30\u4e4b\u4e0a\uff0c\u5e76\u4e3a\u610f\u5916\u60c5\u51b5\u9884\u7559\u7f13\u51b2\u7a7a\u95f4\u3002\u897f\u5c14\u5f17\u63d0\u9192\u6211\u4eec\uff0c<strong>\u627f\u8ba4\u65e0\u77e5\u4e0d\u662f\u653e\u5f03\u9884\u6d4b\uff0c\u800c\u662f\u7528\u66f4\u8bda\u5b9e\u3001\u66f4\u79d1\u5b66\u7684\u65b9\u5f0f\u8fdb\u884c\u9884\u6d4b<\/strong>\u3002\u627f\u8ba4&#8221;\u6211\u4e0d\u77e5\u9053&#8221;\u9700\u8981\u6bd4\u5047\u88c5&#8221;\u6211\u77e5\u9053&#8221;\u66f4\u5927\u7684\u52c7\u6c14\u3002<\/p>\n<p>\u66f4\u6df1\u5c42\u7684\u611f\u609f\u6765\u81ea\u5bf9\u9884\u6d4b\u6587\u5316\u7684\u53cd\u601d\u3002\u5f53\u793e\u4f1a\u8fc7\u5ea6\u4f9d\u8d56\u4e13\u5bb6\u9884\u6d4b\uff0c\u800c\u4e13\u5bb6\u53c8\u88ab\u5236\u5ea6\u6027\u5730\u6fc0\u52b1\u53bb\u7ed9\u51fa\u786e\u5b9a\u6027\u7b54\u6848\u65f6\uff0c\u6574\u4e2a\u793e\u4f1a\u5c06\u7cfb\u7edf\u6027\u5730\u4f4e\u4f30\u98ce\u9669\u3002\u897f\u5c14\u5f17\u5bf92008\u5e74\u91d1\u878d\u5371\u673a\u524d\u7ecf\u6d4e\u5b66\u5bb6\u9884\u6d4b\u5931\u8bef\u7684\u5256\u6790\u5c24\u5176\u53d1\u4eba\u6df1\u7701\uff1a\u5f53\u9884\u6d4b\u6210\u4e3a\u4e00\u79cd\u804c\u4e1a\u4fbf\u5229\u800c\u975e\u5bf9\u771f\u7406\u7684\u8ffd\u6c42\u65f6\uff0c\u9884\u6d4b\u8005\u5c06\u9010\u6e10\u4e27\u5931\u72ec\u7acb\u6027\u4e0e\u8bda\u5b9e\u6027\u3002\u8fd9\u4e5f\u8b66\u793a\u6211\uff0c\u5728\u65e5\u5e38\u751f\u6d3b\u4e2d\u4fe1\u4efb\u4efb\u4f55\u9884\u6d4b\u4e4b\u524d\uff0c\u90fd\u5e94\u5f53\u8ffd\u95ee\u9884\u6d4b\u8005\u7684\u6fc0\u52b1\u673a\u5236\u4e0e\u9a8c\u8bc1\u673a\u5236\uff0c\u800c\u975e\u4ec5\u4ec5\u5173\u6ce8\u9884\u6d4b\u672c\u8eab\u7684\u7ed3\u8bba\u3002<\/p>\n<hr \/>\n<h2>\u516d\u3001\u65b9\u6cd5\u8bba\u8054\u7cfb<\/h2>\n<p>\u300a\u4fe1\u53f7\u4e0e\u566a\u58f0\u300b\u6240\u5021\u5bfc\u7684\u9884\u6d4b\u54f2\u5b66\uff0c\u4e0e\u591a\u4e2a\u91cd\u8981\u7684\u65b9\u6cd5\u8bba\u4f20\u7edf\u5f62\u6210\u4e86\u6df1\u523b\u7684\u5bf9\u8bdd\u4e0e\u547c\u5e94\u3002<\/p>\n<p>\u4ece<strong>\u5112\u5bb6\u601d\u60f3<\/strong>\u7684\u89d2\u5ea6\u770b\uff0c\u897f\u5c14\u5f17\u6240\u5f3a\u8c03\u7684&#8221;\u627f\u8ba4\u4e0d\u786e\u5b9a\u6027&#8221;\u4e0e\u5112\u5bb6&#8221;\u77e5\u4e4b\u4e3a\u77e5\u4e4b\uff0c\u4e0d\u77e5\u4e3a\u4e0d\u77e5&#8221;\u7684\u8ba4\u77e5\u6001\u5ea6\u9ad8\u5ea6\u5951\u5408\u3002\u5b54\u5b50\u5728\u300a\u8bba\u8bed\u300b\u4e2d\u53cd\u590d\u5f3a\u8c03\u8bda\u5b9e\u7684\u8ba4\u8bc6\u8bba\u54c1\u8d28\u2014\u2014&#8221;\u541b\u5b50\u4e8e\u5176\u6240\u4e0d\u77e5\uff0c\u76d6\u9619\u5982\u4e5f&#8221;\u3002\u9884\u6d4b\u8005\u9762\u5bf9\u4e0d\u786e\u5b9a\u7684\u672a\u6765\u65f6\u4fdd\u6301\u8c26\u900a\u4e0e\u8bda\u5b9e\uff0c\u6b63\u662f\u5112\u5bb6&#8221;\u656c&#8221;\u7684\u7cbe\u795e\u5728\u73b0\u4ee3\u9884\u6d4b\u5b9e\u8df5\u4e2d\u7684\u4f53\u73b0\u3002\u6b64\u5916\uff0c\u5112\u5bb6\u5f3a\u8c03\u7684&#8221;\u5b66\u800c\u65f6\u4e60\u4e4b&#8221;\u4e0e\u897f\u5c14\u5f17\u5f3a\u8c03\u7684&#8221;\u4ece\u9519\u8bef\u4e2d\u5b66\u4e60&#8221;\u4ea6\u6709\u76f8\u901a\u4e4b\u5904\u2014\u2014\u4e24\u8005\u90fd\u8ba4\u4e3a\u77e5\u8bc6\u4e0d\u662f\u4e00\u6b21\u6027\u7684\u83b7\u53d6\u7269\uff0c\u800c\u662f\u9700\u8981\u4e0d\u65ad\u4fee\u6b63\u3001\u6df1\u5316\u3001\u5b8c\u5584\u7684\u52a8\u6001\u8fc7\u7a0b\u3002<\/p>\n<p>\u4ece<strong>\u79d1\u5b66\u54f2\u5b66<\/strong>\u7684\u89d2\u5ea6\u770b\uff0c\u897f\u5c14\u5f17\u5bf9\u8fc7\u5ea6\u62df\u5408\u4e0e\u6a21\u578b\u590d\u6742\u5316\u7684\u6279\u5224\uff0c\u4e0e\u5361\u5c14\u00b7\u6ce2\u666e\u5c14\uff08Karl Popper\uff09\u7684\u8bc1\u4f2a\u4e3b\u4e49\u5f62\u6210\u547c\u5e94\u3002\u6ce2\u666e\u5c14\u8ba4\u4e3a\uff0c\u79d1\u5b66\u7684\u672c\u8d28\u4e0d\u5728\u4e8e\u8bc1\u5b9e\uff0c\u800c\u5728\u4e8e\u53ef\u8bc1\u4f2a\u6027\u2014\u2014\u4e00\u4e2a\u597d\u7406\u8bba\u5e94\u5f53\u5192\u9669\u505a\u51fa\u80fd\u88ab\u7ecf\u9a8c\u68c0\u9a8c\u7684\u9884\u6d4b\u3002\u897f\u5c14\u5f17\u7684\u9884\u6d4b\u65b9\u6cd5\u8bba\u540c\u6837\u5f3a\u8c03\uff1a\u9884\u6d4b\u5e94\u5f53\u662f\u53ef\u9a8c\u8bc1\u7684\uff0c\u9884\u6d4b\u8005\u5e94\u5f53\u4e3b\u52a8\u5bfb\u627e\u53cd\u9a73\u81ea\u5df1\u4fe1\u5ff5\u7684\u8bc1\u636e\uff0c\u800c\u975e\u4ec5\u4ec5\u6536\u96c6\u652f\u6301\u6027\u8bc1\u636e\u3002\u4e24\u8005\u5171\u540c\u6307\u5411\u4e00\u79cd<strong>\u6279\u5224\u6027\u7684\u77e5\u8bc6\u6001\u5ea6<\/strong>\uff1a\u77e5\u8bc6\u4e0d\u662f\u5b89\u5168\u7684\u62e5\u6709\u7269\uff0c\u800c\u662f\u5728\u5192\u9669\u4e0e\u68c0\u9a8c\u4e2d\u4e0d\u65ad\u751f\u957f\u7684\u6709\u673a\u4f53\u3002<\/p>\n<p>\u4ece<strong>\u7edf\u8ba1\u5b66\u65b9\u6cd5\u8bba<\/strong>\u7684\u89d2\u5ea6\u770b\uff0c\u897f\u5c14\u5f17\u5bf9\u8d1d\u53f6\u65af\u63a8\u7406\u7684\u63a8\u5d07\uff0c\u4e0e\u73b0\u4ee3\u7edf\u8ba1\u5b66\u4e2d\u9891\u7387\u5b66\u6d3e\u4e0e\u8d1d\u53f6\u65af\u5b66\u6d3e\u7684\u4e89\u8bba\u5bc6\u5207\u76f8\u5173\u3002\u5c3d\u7ba1\u897f\u5c14\u5f17\u660e\u786e\u7ad9\u5728\u8d1d\u53f6\u65af\u7acb\u573a\u4e0a\uff0c\u4f46\u4ed6\u7684\u8868\u8ff0\u65b9\u5f0f\u76f8\u5f53\u6e29\u548c\u2014\u2014\u4ed6\u5e76\u4e0d\u4e3b\u5f20\u5f7b\u5e95\u5426\u5b9a\u9891\u7387\u5b66\u6d3e\u7684\u65b9\u6cd5\uff0c\u800c\u662f\u5f3a\u8c03\u4e24\u8005\u5728\u5b9e\u8df5\u4e2d\u7684\u4e92\u8865\u6027\u3002\u8fd9\u79cd\u52a1\u5b9e\u6001\u5ea6\u4f53\u73b0\u4e86<strong>\u65b9\u6cd5\u8bba\u7684\u591a\u5143\u4e3b\u4e49<\/strong>\uff1a\u4e0d\u540c\u5de5\u5177\u6709\u4e0d\u540c\u9002\u7528\u573a\u666f\uff0c\u806a\u660e\u7684\u9884\u6d4b\u8005\u4f1a\u6839\u636e\u95ee\u9898\u6027\u8d28\u9009\u62e9\u5408\u9002\u7684\u65b9\u6cd5\uff0c\u800c\u975e\u6559\u6761\u5730\u56fa\u5b88\u67d0\u4e00\u5b66\u6d3e\u3002<\/p>\n<hr \/>\n<h2>\u4e03\u3001\u540e\u7eed\u8ba1\u5212<\/h2>\n<p>\u300a\u4fe1\u53f7\u4e0e\u566a\u58f0\u300b\u7684\u9605\u8bfb\u4e3a\u6211\u7684\u8ba4\u77e5\u4e60\u60ef\u63d0\u51fa\u4e86\u660e\u786e\u7684\u6539\u8fdb\u65b9\u5411\uff0c\u6211\u5c06\u5236\u5b9a\u4ee5\u4e0b\u5177\u4f53\u7684\u540e\u7eed\u884c\u52a8\u8ba1\u5212\uff1a<\/p>\n<p><strong>\u7b2c\u4e00\uff0c\u5efa\u7acb\u81ea\u5df1\u7684\u9884\u6d4b\u8bb0\u5f55\u4e0e\u9a8c\u8bc1\u7cfb\u7edf\u3002<\/strong> \u4ece\u4e0b\u5468\u5f00\u59cb\uff0c\u6211\u5c06\u9488\u5bf9\u81ea\u5df1\u65e5\u5e38\u6240\u505a\u7684\u5224\u65ad\u4e0e\u9884\u6d4b\u5efa\u7acb\u7b80\u660e\u7684\u8bb0\u5f55\u6863\u6848\uff0c\u5305\u62ec\u65f6\u95f4\u3001\u9884\u6d4b\u5185\u5bb9\u3001\u7f6e\u4fe1\u533a\u95f4\u4e0e\u9a8c\u8bc1\u7ed3\u679c\u3002\u6bcf\u5b63\u5ea6\u8fdb\u884c\u4e00\u6b21\u56de\u987e\u5206\u6790\uff0c\u8ba1\u7b97\u9884\u6d4b\u7684\u6821\u51c6\u5ea6\uff08calibration\uff09\u2014\u2014\u5373\u6211\u7684\u9884\u6d4b\u5728\u591a\u5927\u7a0b\u5ea6\u4e0a\u4e0e\u5b9e\u9645\u7ed3\u679c\u76f8\u7b26\u3002\u8fd9\u4e00\u7ec3\u4e60\u7684\u76ee\u7684\u662f\u5c06\u897f\u5c14\u5f17\u5021\u5bfc\u7684\u8d1d\u53f6\u65af\u5b66\u4e60\u8fc7\u7a0b\u843d\u5230\u5b9e\u8df5\u5c42\u9762\u3002<\/p>\n<p><strong>\u7b2c\u4e8c\uff0c\u7cfb\u7edf\u5b66\u4e60\u8d1d\u53f6\u65af\u7edf\u8ba1\u7684\u57fa\u7840\u65b9\u6cd5\u3002<\/strong> \u672c\u4e66\u5bf9\u8d1d\u53f6\u65af\u63a8\u7406\u7684\u4ecb\u7ecd\u662f\u6982\u5ff5\u6027\u7684\uff0c\u6211\u5c06\u901a\u8fc7\u9605\u8bfb\u300a\u8d1d\u53f6\u65af\u7edf\u8ba1\uff1a\u6982\u7387\u601d\u7ef4\u5bfc\u8bba\u300b\uff08Probability and Bayesian Modeling\uff09\u7b49\u5165\u95e8\u6559\u6750\uff0c\u6df1\u5165\u7406\u89e3\u8d1d\u53f6\u65af\u5b9a\u7406\u7684\u6570\u5b66\u57fa\u7840\u4e0e\u8ba1\u7b97\u65b9\u6cd5\uff0c\u4ee5\u63d0\u5347\u5c06\u6982\u7387\u601d\u7ef4\u5e94\u7528\u4e8e\u5b9e\u9645\u95ee\u9898\u7684\u80fd\u529b\u3002<\/p>\n<p><strong>\u7b2c\u4e09\uff0c\u57f9\u517b\u5bf9\u8fc7\u5ea6\u62df\u5408\u4e0e\u6a21\u578b\u590d\u6742\u5316\u7684\u654f\u611f\u5ea6\u3002<\/strong> \u5728\u65e5\u5e38\u5206\u6790\u5de5\u4f5c\u4e2d\uff0c\u6211\u5c06\u523b\u610f\u7ec3\u4e60\u4f7f\u7528\u66f4\u7b80\u5355\u7684\u6a21\u578b\uff0c\u5e76\u5728\u5fc5\u8981\u65f6\u624d\u589e\u52a0\u590d\u6742\u6027\u3002\u6bcf\u6b21\u6784\u5efa\u9884\u6d4b\u6a21\u578b\u65f6\uff0c\u6211\u5c06\u660e\u786e\u8ffd\u95ee\uff1a\u8fd9\u4e00\u590d\u6742\u5316\u7a76\u7adf\u662f\u6355\u6349\u4e86\u771f\u5b9e\u7684\u4fe1\u53f7\uff0c\u8fd8\u662f\u4ec5\u4ec5\u62df\u5408\u4e86\u5386\u53f2\u566a\u58f0\uff1f<\/p>\n<p><strong>\u7b2c\u56db\uff0c\u6bcf\u6708\u81f3\u5c11\u6df1\u5165\u9605\u8bfb\u4e00\u4e2a\u9884\u6d4b\u5931\u8d25\u6216\u6210\u529f\u7684\u6848\u4f8b\u7814\u7a76\u3002<\/strong> \u897f\u5c14\u5f17\u5728\u4e66\u4e2d\u6d89\u53ca\u7684\u9886\u57df\u6781\u4e3a\u5e7f\u6cdb\uff0c\u6211\u5c06\u9009\u62e9\u6027\u5730\u8ffd\u8e2a\u8fd9\u4e9b\u9886\u57df\u7684\u9884\u6d4b\u5b9e\u8df5\u8fdb\u5c55\uff0c\u5982\u6c14\u8c61\u9884\u62a5\u6280\u672f\u6539\u8fdb\u3001\u7ecf\u6d4e\u9884\u6d4b\u6a21\u578b\u7684\u5c40\u9650\u6027\u7814\u7a76\u7b49\uff0c\u4ee5\u4fdd\u6301\u5bf9\u9884\u6d4b\u827a\u672f\u7684\u6301\u7eed\u5173\u6ce8\u3002<\/p>\n<p><strong>\u7b2c\u4e94\uff0c\u5728\u56e2\u961f\u534f\u4f5c\u4e2d\u63a8\u5e7f\u6982\u7387\u6027\u8868\u8fbe\u65b9\u5f0f\u3002<\/strong> \u5728\u672a\u6765\u7684\u5de5\u4f5c\u4e0e\u8ba8\u8bba\u4e2d\uff0c\u6211\u5c06\u5c1d\u8bd5\u7528&#8221;\u670970%\u7684\u6982\u7387\u53d1\u751f&#8221;\u66ff\u4ee3&#8221;\u5f88\u53ef\u80fd\u4f1a\u53d1\u751f&#8221;\uff0c\u7528\u6982\u7387\u5206\u5e03\u66ff\u4ee3\u5355\u4e00\u6570\u503c\u9884\u6d4b\uff0c\u5e76\u9f13\u52b1\u540c\u4e8b\u91c7\u7eb3\u7c7b\u4f3c\u8868\u8fbe\u3002\u8fd9\u4e00\u8f6c\u53d8\u6216\u8bb8\u5fae\u5c0f\uff0c\u4f46\u5b83\u4ee3\u8868\u7740\u4ece\u786e\u5b9a\u6027\u601d\u7ef4\u5411\u6982\u7387\u6027\u601d\u7ef4\u7684\u6587\u5316\u8fc1\u79fb\u3002<\/p>\n<hr \/>\n<p><em>\u4e66\u5377\u5408\u62e2\u4e4b\u9645\uff0c\u897f\u5c14\u5f17\u7684\u8b66\u544a\u4ecd\u8426\u7ed5\u8033\u7554\uff1a\u5728\u8fd9\u4e2a\u6570\u636e\u6cdb\u6ee5\u7684\u65f6\u4ee3\uff0c\u5b66\u4f1a\u8fa8\u522b\u4fe1\u53f7\u4e0e\u566a\u58f0\uff0c\u6bd4\u4efb\u4f55\u65f6\u5019\u90fd\u66f4\u4e3a\u91cd\u8981\u3002\u800c\u8fd9\u79cd\u8fa8\u522b\u80fd\u529b\u7684\u517b\u6210\uff0c\u65e2\u9700\u8981\u7edf\u8ba1\u5b66\u65b9\u6cd5\u7684\u8bad\u7ec3\uff0c\u66f4\u9700\u8981\u4e00\u79cd\u9762\u5bf9\u4e0d\u786e\u5b9a\u6027\u7684\u8bda\u5b9e\u4e0e\u8c26\u900a\u2014\u2014\u8fd9\u6216\u8bb8\u662f\u300a\u4fe1\u53f7\u4e0e\u566a\u58f0\u300b\u7559\u7ed9\u6211\u4eec\u6700\u73cd\u8d35\u7684\u7cbe\u795e\u9057\u4ea7\u3002<\/em><\/p>","protected":false},"excerpt":{"rendered":"<p>\u300a\u4fe1\u53f7\u4e0e\u566a\u58f0\uff08\u7eb3\u7279\u00b7\u897f\u5c14\u5f17\uff09\u300b\u9605\u8bfb\u7b14\u8bb0 \u81ea\u52a8\u751f\u6210 | 2026-06-08 20:25 | \ud83e\udd16 LLM\u76f4\u751f \u300a [&hellip;]<\/p>","protected":false},"author":5,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-2593","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"_links":{"self":[{"href":"https:\/\/deepbule.store\/index.php?rest_route=\/wp\/v2\/posts\/2593","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/deepbule.store\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/deepbule.store\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/deepbule.store\/index.php?rest_route=\/wp\/v2\/users\/5"}],"replies":[{"embeddable":true,"href":"https:\/\/deepbule.store\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=2593"}],"version-history":[{"count":1,"href":"https:\/\/deepbule.store\/index.php?rest_route=\/wp\/v2\/posts\/2593\/revisions"}],"predecessor-version":[{"id":2594,"href":"https:\/\/deepbule.store\/index.php?rest_route=\/wp\/v2\/posts\/2593\/revisions\/2594"}],"wp:attachment":[{"href":"https:\/\/deepbule.store\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=2593"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/deepbule.store\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=2593"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/deepbule.store\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=2593"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}