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\/>\n<h2>\u4e94\u3001\u4e2a\u4eba\u611f\u609f<\/h2>\n<p>\u63a9\u5377\u6df1\u601d\uff0c\u300a\u5927\u6570\u636e\u65f6\u4ee3\u300b\u7ed9\u4e88\u6211\u7684\u6700\u5927\u89e6\u52a8\uff0c\u5e76\u975e\u6280\u672f\u5c42\u9762\u7684\u77e5\u8bc6\u66f4\u65b0\uff0c\u800c\u662f\u4e00\u79cd\u8ba4\u77e5\u6846\u67b6\u7684\u91cd\u6784\u3002\u5f53\u6211\u5ba1\u89c6\u5468\u906d\u4e16\u754c\u2014\u2014\u624b\u673a\u91cc\u7cbe\u51c6\u63a8\u9001\u7684\u5e7f\u544a\u3001\u5730\u56fe\u8f6f\u4ef6\u5b9e\u65f6\u66f4\u65b0\u7684\u8def\u51b5\u3001\u804a\u5929\u8f6f\u4ef6\u731c\u4f60\u60f3\u8981\u7684\u6b4c\u2014\u2014\u6211\u610f\u8bc6\u5230\uff0c\u6211\u4eec\u65e9\u5df2\u6df1\u5d4c\u4e8e\u5927\u6570\u636e\u7f16\u7ec7\u7684\u610f\u4e49\u4e4b\u7f51\u4e2d\uff0c\u800c\u6d51\u7136\u4e0d\u89c9\u3002<\/p>\n<p>\u820d\u6069\u4f2f\u683c\u5173\u4e8e\u201c\u6570\u636e\u72ec\u88c1\u201d\u7684\u8b66\u793a\u5c24\u5176\u53d1\u4eba\u6df1\u7701\u3002\u5f53\u7b97\u6cd5\u4e3b\u5bfc\u51b3\u7b56\uff0c\u5f53\u76f8\u5173\u6027\u53d6\u4ee3\u5224\u65ad\uff0c\u5f53\u673a\u5668\u5b66\u4e60\u8f93\u51fa\u9ed1\u7bb1\u7ed3\u679c\uff0c\u4eba\u7c7b\u662f\u5426\u6b63\u5728\u4e3b\u52a8\u653e\u5f03\u81ea\u5df1\u7684\u8ba4\u77e5\u4e3b\u6743\uff1f\u8bd1\u8005\u5468\u6d9b\u7684\u6279\u8bc4\u4e00\u8bed\u4e2d\u7684\uff1a\u653e\u5f03\u5bf9\u56e0\u679c\u6027\u7684\u8ffd\u6c42\uff0c\u5c31\u662f\u653e\u5f03\u4eba\u7c7b\u51cc\u9a7e\u4e8e\u8ba1\u7b97\u673a\u4e4b\u4e0a\u7684\u667a\u529b\u4f18\u52bf\u3002\u7136\u800c\uff0c\u66f4\u6df1\u5c42\u7684\u5fe7\u8651\u5728\u4e8e\uff1a\u5f53\u6548\u7387\u6210\u4e3a\u552f\u4e00\u5c3a\u5ea6\uff0c\u5f53\u53ef\u91cf\u5316\u6210\u4e3a\u4ef7\u503c\u524d\u63d0\uff0c\u4eba\u7c7b\u90a3\u4e9b\u96be\u4ee5\u6570\u636e\u5316\u3001\u65e0\u6cd5\u88ab\u7b97\u6cd5\u6355\u83b7\u7684\u4f53\u9a8c\u2014\u2014\u7231\u60c5\u3001\u6b7b\u4ea1\u3001\u8d85\u8d8a\u3001\u8bd7\u610f\u2014\u2014\u662f\u5426\u5c06\u88ab\u8fb9\u7f18\u5316\uff1f<\/p>\n<p>\u4f5c\u4e3a\u8eab\u5904\u5927\u6570\u636e\u6d2a\u6d41\u4e2d\u7684\u4e2a\u4f53\uff0c\u6211\u6df1\u611f\u4fdd\u6301\u201c\u8ba4\u77e5\u8b66\u60d5\u201d\u7684\u5fc5\u8981\u3002\u6570\u636e\u662f\u8d44\u6e90\uff0c\u662f\u529b\u91cf\uff0c\u4f46\u4e5f\u662f\u51dd\u89c6\uff0c\u662f\u89c4\u8bad\u3002\u5728\u4eab\u53d7\u4fbf\u5229\u7684\u540c\u65f6\u4fdd\u6301\u5bf9\u9690\u79c1\u7684\u654f\u611f\uff0c\u5728\u62e5\u62b1\u6280\u672f\u7684\u540c\u65f6\u5b88\u62a4\u601d\u60f3\u7684\u81ea\u7531\u2014\u2014\u8fd9\u6216\u8bb8\u662f\u5927\u6570\u636e\u65f6\u4ee3\u77e5\u8bc6\u5206\u5b50\u5e94\u6709\u7684\u59ff\u6001\u3002<\/p>\n<hr \/>\n<h2>\u516d\u3001\u65b9\u6cd5\u8bba\u8054\u7cfb<\/h2>\n<p>\u820d\u6069\u4f2f\u683c\u7684\u5927\u6570\u636e\u601d\u7ef4\uff0c\u4e0e\u5112\u5b66\u4f20\u7edf\u4e2d\u7684\u67d0\u4e9b\u667a\u6167\u5f62\u6210\u6709\u8da3\u7684\u5bf9\u8bdd\u3002<\/p>\n<p>\u300a\u8bba\u8bed\u00b7\u4e3a\u653f\u300b\u8f7d\u5b54\u5b50\u8a00\uff1a\u201c\u541b\u5b50\u4e0d\u5668\u3002\u201d\u6731\u71b9\u6ce8\u66f0\uff1a\u201c\u5668\u8005\uff0c\u5404\u9002\u5176\u7528\u800c\u4e0d\u80fd\u76f8\u901a\u3002\u6210\u5fb7\u4e4b\u58eb\uff0c\u793c\u4e50\u4e4b\u7cbe\uff0c\u56fa\u5f97\u800c\u8bc6\u4e4b\u3002\u201d\u5176\u610f\u4e3a\u771f\u6b63\u6709\u4fee\u517b\u7684\u541b\u5b50\uff0c\u4e0d\u5e94\u5982\u5668\u5177\u822c\u53ea\u6709\u5355\u4e00\u7528\u9014\uff0c\u800c\u5e94\u878d\u4f1a\u8d2f\u901a\u591a\u79cd\u624d\u80fd\u3002\u820d\u6069\u4f2f\u683c\u5f3a\u8c03\u7684\u6570\u636e\u4ea4\u53c9\u590d\u7528\u601d\u7ef4\uff0c\u6070\u6070\u4f53\u73b0\u4e86\u8fd9\u79cd\u201c\u901a\u624d\u201d\u667a\u6167\u2014\u2014\u6570\u636e\u4e4b\u4ef7\u503c\uff0c\u4e0d\u5728\u5176\u5b64\u7acb\u5b58\u5728\uff0c\u800c\u5728\u5176\u8fde\u901a\u4e0e\u878d\u5408\uff0c\u4e00\u5982\u541b\u5b50\u4e4b\u5fb7\uff0c\u987b\u8d2f\u901a\u8bf8\u827a\uff0c\u65b9\u6210\u6c14\u8c61\u3002<\/p>\n<p>\u53c8\uff0c\u300a\u4e2d\u5eb8\u300b\u6709\u8a00\uff1a\u201c\u535a\u5b66\u4e4b\uff0c\u5ba1\u95ee\u4e4b\uff0c\u614e\u601d\u4e4b\uff0c\u660e\u8fa8\u4e4b\uff0c\u7b03\u884c\u4e4b\u3002\u201d\u6b64\u4e3a\u5112\u5b66\u8ba4\u8bc6\u8bba\u7684\u6838\u5fc3\u6846\u67b6\u3002\u8fc1\u79fb\u81f3\u5927\u6570\u636e\u8bed\u5883\uff0c\u201c\u535a\u5b66\u201d\u5bf9\u5e94\u4e8e\u5168\u4f53\u6570\u636e\u7684\u91c7\u96c6\u4e0e\u79ef\u7d2f\uff1b\u201c\u5ba1\u95ee\u201d\u5bf9\u5e94\u4e8e\u76f8\u5173\u5173\u7cfb\u7684\u63a2\u67e5\u4e0e\u53d1\u73b0\uff1b\u201c\u614e\u601d\u201d\u201c\u660e\u8fa8\u201d\u5219\u5bf9\u5e94\u4e8e\u5bf9\u56e0\u679c\u673a\u7406\u7684\u5206\u6790\u4e0e\u7406\u89e3\u2014\u2014\u8fd9\u6070\u662f\u8bd1\u8005\u5468\u6d9b\u6240\u575a\u6301\u7684\uff1a\u76f8\u5173\u5173\u7cfb\u7684\u53d1\u73b0\u53ef\u4ee5\u5148\u4e8e\u56e0\u679c\u7406\u89e3\uff0c\u4f46\u4e0d\u80fd\u53d6\u4ee3\u56e0\u679c\u7406\u89e3\u3002\u201c\u7b03\u884c\u201d\u5219\u610f\u5473\u7740\u5c06\u6570\u636e\u6d1e\u5bdf\u8f6c\u5316\u4e3a\u5b9e\u9645\u884c\u52a8\u4e0e\u4ef7\u503c\u521b\u9020\u3002\u5112\u5b66\u7684\u8ba4\u8bc6\u8bba\u5e76\u975e\u6392\u65a5\u6570\u636e\uff0c\u800c\u662f\u5728\u6570\u636e\u7684\u57fa\u7840\u4e0a\u878d\u5165\u4e86\u4eba\u7684\u5ba1\u8fa8\u4e0e\u8eac\u884c\uff0c\u8fd9\u4e0e\u5927\u6570\u636e\u65f6\u4ee3\u201c\u4eba\u5728\u56de\u8def\u201d\uff08Human-in-the-loop\uff09\u7684\u7406\u5ff5\u6697\u5408\u3002<\/p>\n<p>\u7136\u800c\uff0c\u820d\u6069\u4f2f\u683c\u5bf9\u56e0\u679c\u5173\u7cfb\u7684\u76f8\u5bf9\u8f7b\u89c6\uff0c\u4ea6\u53ef\u4ece\u79d1\u5b66\u65b9\u6cd5\u8bba\u89d2\u5ea6\u52a0\u4ee5\u5ba1\u89c6\u3002\u6ce2\u666e\u5c14\u7684\u8bc1\u4f2a\u4e3b\u4e49\u5f3a\u8c03\uff1a\u79d1\u5b66\u7684\u8fdb\u6b65\u5728\u4e8e\u63d0\u51fa\u53ef\u88ab\u8bc1\u4f2a\u7684\u5047\u8bf4\u5e76\u4e0d\u65ad\u68c0\u9a8c\u3002\u5927\u6570\u636e\u65b9\u6cd5\u8bba\u4e2d\u7684\u76f8\u5173\u6027\u53d1\u73b0\uff0c\u82e5\u7f3a\u4e4f\u56e0\u679c\u5047\u8bf4\u7684\u5f15\u5bfc\uff0c\u6613\u9677\u5165\u201c\u65e0\u77e5\u7684\u5f52\u7eb3\u6cd5\u201d\u2014\u2014\u6d77\u91cf\u6570\u636e\u4e2d\u7684\u865a\u5047\u76f8\u5173\uff08spurious 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