{"id":6316,"date":"2026-03-11T00:45:45","date_gmt":"2026-03-10T16:45:45","guid":{"rendered":"https:\/\/moresourcing.com\/an-industry-benchmark-for-data-fairness-sonys-alice-xiang\/"},"modified":"2026-03-11T00:45:45","modified_gmt":"2026-03-10T16:45:45","slug":"an-industry-benchmark-for-data-fairness-sonys-alice-xiang","status":"publish","type":"post","link":"https:\/\/moresourcing.com\/zh_tw\/an-industry-benchmark-for-data-fairness-sonys-alice-xiang\/","title":{"rendered":"\u6578\u64da\u516c\u5e73\u7684\u884c\u696d\u6a19\u7aff\uff1a\u7d22\u5c3c\u7684Alice\u5411"},"content":{"rendered":"<p><\/p>\n<div>\n<aside class=\"article-ad ad-300  ad-300x250 ad-desktop\">\n<\/aside>\n<aside class=\"article-ad ad-300  ad-300x250 ad-mobile\">\n<\/aside>\n<p>\u5728\u4eca\u5929\u7684\u7bc0\u76ee\u4e2d <cite>\u6211\u3001\u6211\u81ea\u5df1\u548c\u4eba\u5de5\u667a\u6167<\/cite>\u4e3b\u6301\u4eba Sam Ransbotham \u8207\u7d22\u5c3c AI \u6cbb\u7406\u5168\u7403\u8ca0\u8cac\u4eba\u3001\u7d22\u5c3c AI \u4eba\u5de5\u667a\u6167\u9053\u5fb7\u9996\u5e2d\u7814\u7a76\u79d1\u5b78\u5bb6 Alice Fang \u9032\u884c\u4e86\u5c0d\u8a71\uff0c\u63a2\u8a0e\u5982\u4f55\u5c07\u8ca0\u8cac\u4efb\u7684\u4eba\u5de5\u667a\u6167\u5927\u898f\u6a21\u4ed8\u8af8\u5be6\u8e10\u3002 Alice \u5206\u4eab\u4e86\u7d22\u5c3c\u65e9\u671f\u5982\u4f55\u5728\u4eba\u5de5\u667a\u6167\u9053\u5fb7\u65b9\u9762\u63a1\u53d6\u884c\u52d5\uff0c\u4ee5\u53ca\u70ba\u4ec0\u9ebc\u96a8\u8457\u4eba\u5de5\u667a\u6167\u5728\u7522\u54c1\u548c\u5de5\u4f5c\u6d41\u7a0b\u4e2d\u50b3\u64ad\uff0c\u6cbb\u7406\uff08\u800c\u4e0d\u50c5\u50c5\u662f\u539f\u5247\uff09\u73fe\u5728\u6210\u70ba\u771f\u6b63\u7684\u6311\u6230\u3002\u5c0d\u8a71\u6df1\u5165\u63a2\u8a0e\u4e86 FHIBE\uff0c\u9019\u662f\u7d22\u5c3c\u516c\u958b\u63d0\u4f9b\u4e14\u7b26\u5408\u9053\u5fb7\u6a19\u6e96\u7684\u7528\u65bc\u8a55\u4f30\u96fb\u8166\u8996\u89ba\u504f\u898b\u7684\u57fa\u6e96\uff0c\u4ee5\u53ca\u70ba\u4ec0\u9ebc\u8861\u91cf\u516c\u5e73\u6027\u901a\u5e38\u6bd4\u89e3\u6c7a\u516c\u5e73\u6027\u66f4\u96e3\u3002\u5728\u6b64\u904e\u7a0b\u4e2d\uff0c\u4ed6\u5011\u89e3\u6c7a\u4e86\u6578\u64da\u540c\u610f\u3001\u300c\u6578\u64da\u865b\u7121\u4e3b\u7fa9\u300d\u4ee5\u53ca\u5728\u65e5\u5e38\u548c\u9ad8\u98a8\u96aa\u74b0\u5883\u4e2d\u90e8\u7f72\u6709\u504f\u898b\u7684\u7cfb\u7d71\u7684\u771f\u6b63\u98a8\u96aa\u3002<\/p>\n<aside class=\"callout-info\">\n<img decoding=\"async\" alt=\"\u5411\u611b\u9e97\u7d72\" src=\"https:\/\/moresourcing.com\/wp-content\/uploads\/2026\/03\/An-Industry-Benchmark-for-Data-Fairness-Sonys-Alice-Xiang.jpg\"\/><img decoding=\"async\" src=\"https:\/\/moresourcing.com\/wp-content\/uploads\/2026\/03\/An-Industry-Benchmark-for-Data-Fairness-Sonys-Alice-Xiang.jpg\" alt=\"\u5411\u611b\u9e97\u7d72\"\/><\/p>\n<h4>\u5411\u611b\u9e97\u7d72\uff0c\u7d22\u5c3c<\/h4>\n<p>\u8eab\u70ba\u7d22\u5c3c\u4eba\u5de5\u667a\u6167\u6cbb\u7406\u5168\u7403\u8ca0\u8cac\u4eba\uff0c\u5411\u611b\u9e97\u9818\u5c0e\u5718\u968a\u6307\u5c0e\u516c\u53f8\u5404\u696d\u52d9\u90e8\u9580\u5efa\u7acb\u4eba\u5de5\u667a\u6167\u6cbb\u7406\u653f\u7b56\u548c\u6cbb\u7406\u6846\u67b6\u3002\u5979\u4e5f\u662f\u7d22\u5c3c\u4eba\u5de5\u667a\u6167\u4eba\u5de5\u667a\u6167\u502b\u7406\u7684\u9996\u5e2d\u7814\u7a76\u79d1\u5b78\u5bb6\uff0c\u8a72\u516c\u53f8\u81f4\u529b\u65bc\u5c16\u7aef\u7684\u793e\u6703\u6280\u8853\u7814\u7a76\uff0c\u4ee5\u958b\u767c\u66f4\u8ca0\u8cac\u4efb\u7684\u4eba\u5de5\u667a\u6167\u89e3\u6c7a\u65b9\u6848\u3002\u5411\u5148\u751f\u64c1\u6709\u8036\u9b6f\u5927\u5b78\u6cd5\u5b78\u9662\u6cd5\u5b78\u535a\u58eb\u5b78\u4f4d\u3001\u725b\u6d25\u5927\u5b78\u767c\u5c55\u7d93\u6fdf\u5b78\u78a9\u58eb\u5b78\u4f4d\u3001\u54c8\u4f5b\u5927\u5b78\u7d71\u8a08\u5b78\u78a9\u58eb\u5b78\u4f4d\u548c\u7d93\u6fdf\u5b78\u5b78\u58eb\u5b78\u4f4d\u3002<\/p>\n<\/aside>\n<p>\u8a02\u95b1 <cite>\u6211\u3001\u6211\u81ea\u5df1\u548c\u4eba\u5de5\u667a\u6167<\/cite> \u5728 <a href=\"https:\/\/podcasts.apple.com\/us\/podcast\/me-myself-and-ai\/id1533115958\" target=\"_blank\" rel=\"noopener\">\u860b\u679c\u64ad\u5ba2<\/a> \u6216 <a href=\"https:\/\/open.spotify.com\/show\/7ysPBcYtOPVgI6W5an6lup\" target=\"_blank\" rel=\"noopener\">Spotify<\/a>.<\/p>\n<h4>\u6210\u7e3e\u55ae<\/h4>\n<p><strong>\u827e\u8389\u68ee\u8cf4\u5fb7\uff1a<\/strong> \u70ba\u4ec0\u9ebc\u4e00\u5bb6\u5927\u516c\u53f8\u6c7a\u5b9a\u5275\u9020\u4e00\u6b3e\u514d\u8cbb\u4e14\u516c\u958b\u7684\u8cc7\u6599\u516c\u5e73\u5de5\u5177\uff1f\u770b\u770b\u4eca\u5929\u7684\u7bc0\u76ee\u5c31\u77e5\u9053\u4e86\u3002<\/p>\n<p><strong>\u5411\u611b\u9e97\u7d72\uff1a<\/strong> \u6211\u662f\u4f86\u81ea\u7d22\u5c3c\u7684 Alice Xiang\uff0c\u4f60\u5011\u6b63\u5728\u807d\u7684\u662f <cite>\u6211\u3001\u6211\u81ea\u5df1\u548c\u4eba\u5de5\u667a\u6167<\/cite>. <\/p>\n<p><strong>\u85a9\u59c6\u00b7\u862d\u65af\u535a\u745f\u59c6\uff1a<\/strong> \u6b61\u8fce\u4f86\u5230 <cite>\u6211\u3001\u6211\u81ea\u5df1\u548c\u4eba\u5de5\u667a\u6167<\/cite>\uff0c\u4f86\u81ea\u7684\u64ad\u5ba2 <cite>\u9ebb\u7701\u7406\u5de5\u5b78\u9662\u65af\u9686\u7ba1\u7406\u8a55\u8ad6<\/cite> \u63a2\u7d22\u4eba\u5de5\u667a\u6167\u7684\u672a\u4f86\u3002\u6211\u662f Sam Ransbotham\uff0c\u6ce2\u58eb\u9813\u5b78\u9662\u5206\u6790\u5b78\u6559\u6388\u3002\u6211\u4e00\u76f4\u5728\u7814\u7a76\u6578\u64da\u3001\u5206\u6790\u548c\u4eba\u5de5\u667a\u6167 <cite>MIT SMR<\/cite> \u81ea 2014 \u5e74\u4ee5\u4f86\uff0c\u5305\u62ec\u7814\u7a76\u6587\u7ae0\u3001\u5e74\u5ea6\u7522\u696d\u5831\u544a\u3001\u6848\u4f8b\u7814\u7a76\uff0c\u4ee5\u53ca\u73fe\u5728\u7684 13 \u5b63\u64ad\u5ba2\u7bc0\u76ee\u3002\u5728\u6bcf\u4e00\u96c6\u4e2d\uff0c\u4f01\u696d\u9818\u5c0e\u4eba\u3001\u524d\u6cbf\u7814\u7a76\u4eba\u54e1\u548c\u4eba\u5de5\u667a\u6167\u653f\u7b56\u5236\u5b9a\u8005\u90fd\u6703\u8207\u6211\u5011\u4e00\u8d77\u5256\u6790\u4eba\u5de5\u667a\u6167\u7092\u4f5c\u8207\u4eba\u5de5\u667a\u6167\u6210\u529f\u4e4b\u9593\u7684\u5dee\u7570\u3002<\/p>\n<p>\u55e8\uff0c\u807d\u773e\u5011\u3002\u518d\u6b21\u611f\u8b1d\u5927\u5bb6\u52a0\u5165\u6211\u5011\u3002\u4eca\u5929\uff0c\u6211\u8207\u7d22\u5c3c\u4eba\u5de5\u667a\u6167\u6cbb\u7406\u5168\u7403\u8ca0\u8cac\u4eba\u3001\u7d22\u5c3c\u4eba\u5de5\u667a\u6167\u4eba\u5de5\u667a\u6167\u502b\u7406\u9996\u5e2d\u7814\u7a76\u79d1\u5b78\u5bb6\u611b\u9e97\u7d72\u00b7\u9805\u9032\u884c\u4e86\u4ea4\u8ac7\u3002\u5979\u9818\u5c0e\u7684\u5718\u968a\u6307\u5c0e\u7d22\u5c3c\u6240\u6709\u696d\u52d9\u90e8\u9580\u5efa\u7acb\u4eba\u5de5\u667a\u6167\u6cbb\u7406\u653f\u7b56\u548c\u6846\u67b6\u3002\u5979\u662f\u4e00\u540d\u7814\u7a76\u79d1\u5b78\u5bb6\uff0c\u9084\u6709\u5f88\u591a\u5176\u4ed6\u8eab\u5206\u3002\u611b\u9e97\u7d72\uff0c\u611f\u8b1d\u60a8\u52a0\u5165\u6211\u5011\u3002 <\/p>\n<p><strong>\u5411\u611b\u9e97\u7d72\uff1a<\/strong> \u975e\u5e38\u611f\u8b1d\u4f60\u9080\u8acb\u6211\u3002 <\/p>\n<p><strong>\u85a9\u59c6\u00b7\u862d\u65af\u535a\u745f\u59c6\uff1a<\/strong> \u9996\u5148\uff0c\u6211\u60f3\u6211\u5011\u7b2c\u4e00\u6b21\u4ea4\u8ac7\u662f\u5728\u5e7e\u5e74\u524d\uff0c\u7576\u6642\u4f60\u9084\u5728\u4eba\u5de5\u667a\u6167\u5408\u4f5c\u5925\u4f34\u7d44\u7e54\u3002\u6211\u5f88\u597d\u5947\u4f60\u73fe\u5728\u5728\u505a\u4ec0\u9ebc\u3002\u60a8\u80fd\u544a\u8a34\u6211\u5011\u7d22\u5c3c\u5728\u8ca0\u8cac\u4efb\u7684\u4eba\u5de5\u667a\u6167\u9053\u5fb7\u548c\u6cbb\u7406\u65b9\u9762\u7684\u5de5\u4f5c\u55ce\uff1f <\/p>\n<p><strong>\u5411\u611b\u9e97\u7d72\uff1a<\/strong> \u7576\u7136\u3002\u7d22\u5c3c\u662f\u4e00\u5bb6\u7e3d\u90e8\u4f4d\u65bc\u65e5\u672c\u7684\u5927\u578b\u8de8\u570b\u516c\u53f8\uff0c\u570d\u7e5e\u8457\u5275\u610f\u5a1b\u6a02\u548c\u6280\u8853\u958b\u5c55\u591a\u5143\u5316\u696d\u52d9\u3002\u6211\u5011\u64c1\u6709\u5c08\u6ce8\u65bc\u97f3\u6a02\u3001\u96fb\u5f71\u3001\u96fb\u73a9\u904a\u6232\u548c\u96fb\u5b50\u7522\u54c1\u7684\u71df\u904b\u516c\u53f8\u3002\u65e9\u5728 2018 \u5e74\uff0c\u7576\u6211\u5011\u9996\u6b21\u88fd\u5b9a\u4eba\u5de5\u667a\u6167\u9053\u5fb7\u6e96\u5247\u6642\uff0c\u4eba\u5de5\u667a\u6167\u5c31\u6210\u70ba\u6211\u5011\u7684\u65e9\u671f\u7126\u9ede\u3002\u90a3\u662f\u56e0\u70ba\uff0c\u4f5c\u70ba\u4e00\u5bb6\u79d1\u6280\u516c\u53f8\uff0c\u6211\u5011\u5e0c\u671b\u78ba\u4fdd\u9019\u7a2e\u65b0\u8208\u6280\u8853\u5728\u6211\u5011\u7684\u696d\u52d9\u90e8\u9580\u4e2d\u5f97\u5230\u8ca0\u8cac\u4efb\u7684\u4f7f\u7528\u3002\u4e8b\u5be6\u4e0a\uff0c\u5f9e\u90a3\u6642\u8d77\uff0c\u5b83\u5c0d\u6211\u5011\u516c\u53f8\u7684\u91cd\u8981\u6027\u5c31\u53ea\u589e\u4e0d\u6e1b\u3002 <\/p>\n<p>\u6211\u5728\u7d22\u5c3c\u8eab\u517c\u5169\u8077\u3002\u4e00\u662f\u64d4\u4efb\u4eba\u5de5\u667a\u6167\u6cbb\u7406\u7684\u5168\u7403\u8ca0\u8cac\u4eba\u3002\u904e\u53bb\u5e7e\u5e74\uff0c\u6211\u5011\u662f\u6700\u65e9\u958b\u59cb\u6295\u8cc7\u4eba\u5de5\u667a\u6167\u502b\u7406\u7684\u516c\u53f8\u4e4b\u4e00\u3002\u7576\u6211\u52a0\u5165\u6642\uff0c\u6211\u5efa\u7acb\u4e86\u6211\u5011\u7684\u4eba\u5de5\u667a\u6167\u9053\u5fb7\u8fa6\u516c\u5ba4\u548c\u6211\u5011\u7684\u6d41\u7a0b\uff0c\u4ee5\u8a55\u4f30\u4e0d\u540c\u7684\u4eba\u5de5\u667a\u6167\u4f7f\u7528\u4ee5\u53ca\u4eba\u5de5\u667a\u6167\u8207\u7522\u54c1\u548c\u670d\u52d9\u7684\u6574\u5408\u5982\u4f55\u8a55\u4f30\u8ca0\u8cac\u4efb\u7684\u4eba\u5de5\u667a\u6167\u3002 <\/p>\n<p>\u73fe\u5728\u6211\u5011\u4e0d\u50c5\u8981\u8003\u616e\u4eba\u5de5\u667a\u6167\u502b\u7406\uff0c\u9084\u8981\u8003\u616e\u4eba\u5de5\u667a\u6167\u6cbb\u7406\u3002\u90a3\u9ebc\uff0c\u6211\u5011\u8a72\u5982\u4f55\u5efa\u7acb\u9019\u4e9b\u6846\u67b6\u4f86\u78ba\u4fdd\u5c0d\u9019\u4e9b\u65e5\u76ca\u878d\u5165\u696d\u52d9\u5404\u500b\u65b9\u9762\u7684\u6280\u8853\u9032\u884c\u8ca0\u8cac\u4efb\u7684\u8a55\u4f30\u5462\uff1f <\/p>\n<p>\u9019\u662f\u6211\u7684\u8077\u8cac\uff0c\u5236\u5b9a\u653f\u7b56\u3001\u5236\u5b9a\u6307\u5c0e\u7b49\u7b49\u3002\u53e6\u4e00\u4f4d\u8ca0\u8cac\u9818\u5c0e\u7d22\u5c3c AI 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\u6211\u4eec\u516c\u5e73\u7684\u4ee5\u4eba\u4e3a\u672c\u7684\u56fe\u50cf\u57fa\u51c6\uff0c\u4e5f\u79f0\u4e3a FHIBE\u3002\u6211\u5011\u771f\u8aa0\u5730\u5e0c\u671b\u6211\u5011\u7684\u5de5\u4f5c\u80fd\u5920\u5e6b\u52a9\u7d22\u5c3c\u5167\u90e8\u548c\u5916\u90e8\u7684\u66f4\u5ee3\u6cdb\u7684\u793e\u5340\u80fd\u5920\u8d70\u5411\u66f4\u503c\u5f97\u4fe1\u8cf4\u548c\u8ca0\u8cac\u4efb\u7684\u4eba\u5de5\u667a\u6167\u958b\u767c\u3002 <\/p>\n<p><strong>\u85a9\u59c6\u00b7\u862d\u65af\u535a\u745f\u59c6\uff1a<\/strong> \u7576\u6211\u770b\u5230 FHIBE \u7684\u4f5c\u54c1\u6642\uff0c\u6211\u975e\u5e38\u8208\u596e\u3002\u6211\u89ba\u5f97\u9019\u5f88\u6709\u8da3\u3002\u9019\u7d55\u5c0d\u662f\u500b\u554f\u984c\u3002\u6211\u5f88\u9ad8\u8208\u6709\u4e00\u4e9b\u4eba\u81f4\u529b\u65bc\u6b64\u3002\u7d66\u6211\u5011\u4e00\u4e9b\u7d30\u7bc0\uff0c\u4f8b\u5982 FHIBE 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<\/p>\n<p>\u7528\u4f60\u7684\u4f8b\u5b50\uff0c\u6211\u5011\u60f3\u77e5\u9053\u54ea\u4e9b\u751f\u7269\u7684\u8179\u90e8\u6709\u661f\u661f\uff0c\u54ea\u4e9b\u6c92\u6709\uff0c\u9019\u6a23\u6211\u5011\u5c31\u53ef\u4ee5\u770b\u5230\u5b83\u5011\u662f\u5982\u4f55\u88ab\u4e0d\u540c\u5c0d\u5f85\u7684\u3002\u4f46\u4e0d\u4ec5\u4ec5\u662f\u8fd9\u4e2a\u7ef4\u5ea6\u3002\u6211\u5011\u9084\u5e0c\u671b\u770b\u5230\u8a31\u591a\u5176\u4ed6\u7dad\u5ea6\uff0c\u7136\u5f8c\u80fd\u5920[\u8aaa]\uff0c\u300c\u597d\u5427\uff0c\u6211\u5011\u770b\u5230\u6a21\u578b\u6027\u80fd\u5b58\u5728\u9019\u4e9b\u5dee\u7570\uff0c\u9019\u662f\u70ba\u4ec0\u9ebc\uff1f\u70ba\u4ec0\u9ebc\u6a21\u578b\u5728\u660e\u661f\u8207\u975e\u660e\u661f\u4e0a\u8868\u73fe\u5982\u6b64\u56f0\u96e3\uff1f\u300d\u7136\u5f8c\u5f9e\u90a3\u88e1\u958b\u59cb\u9032\u4e00\u6b65\u6539\u9032\u3002 <\/p>\n<p><strong>\u85a9\u59c6\u00b7\u862d\u65af\u535a\u745f\u59c6\uff1a<\/strong> 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<\/p>\n<p>\u4f46\u4f60\u6307\u51fa\u7684\u4e00\u4ef6\u4e8b\u662f\uff0c\u5efa\u6a21\u8005\u5be6\u969b\u4e0a\u53ef\u4ee5\u5728\u9019\u88e1\u9032\u884c\u4e00\u4e9b\u6280\u8853\u6539\u9032\u3002\u6211\u4e0d\u60f3\u8b93\u6211\u5011\u8aaa\uff0c\u300c\u597d\u5427\uff0c\u597d\u5427\uff0c\u6211\u5011\u6703\u653e\u68c4\u3002[\u6211\u5011]\u53ea\u662f\u5229\u7528\u6211\u5011\u64c1\u6709\u7684\u4efb\u4f55\u6578\u64da\uff0c\u7136\u5f8c\u8b93\u5efa\u6a21\u8005\u5f04\u6e05\u695a\u3002\u300d\u9019\u7d55\u4e0d\u662f\u4e00\u500b\u597d\u7684\u89e3\u6c7a\u65b9\u6848\u3002\u4f46\u4f60\u5728\u9019\u88e1\u63d0\u4f9b\u4e86\u4e00\u4e9b\u5e0c\u671b\uff0c\u6211\u60f3\u9019\u5c31\u662f FHIBE \u7684\u610f\u7fa9\u6240\u5728\uff1a\u70ba\u5efa\u6a21\u8005\u63d0\u4f9b\u66f4\u597d\u7684\u8cc7\u6599\u96c6\u4f86\u5be6\u73fe\u9019\u4e00\u9ede\u3002\u60a8\u662f\u5426\u770b\u5230\u4eba\u5011\u62ff\u8d77\u4e26\u958b\u59cb\u4f7f\u7528\u5b83\uff1f <\/p>\n<p><strong>\u5411\u611b\u9e97\u7d72\uff1a<\/strong> \u662f\u7684\uff0c\u5373\u4f7f\u53ea\u662f\u5728 FHIBE \u767c\u5e03\u7684\u524d\u5e7e\u9031\uff0c\u6211\u5011\u4e5f\u770b\u5230\u4e86\u8a31\u591a\u51fa\u8272\u7684\u8868\u73fe\u3002\u6709\u8d85\u904e 60 \u500b\u4e0d\u540c\u7684\u6a5f\u69cb\u4e0b\u8f09\u4e86\u5b83\u2014\u2014\u4f86\u81ea\u5b78\u8853\u6a5f\u69cb\u3001\u5de5\u696d\u754c\u548c\u653f\u5e9c\u6a5f\u69cb\u7684\u4eba\u5011\u3002\u5f88\u9ad8\u8208\u770b\u5230\u9019\u9ebc\u591a\u4eba\u5c0d\u4f7f\u7528 FHIBE 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<\/p>\n<p><strong>\u85a9\u59c6\u00b7\u862d\u65af\u535a\u745f\u59c6\uff1a<\/strong> 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href=\"https:\/\/sloanreview.mit.edu\/audio\/helping-doctors-make-better-decisions-with-data-uc-berkeleys-ziad-obermeyer\/\">\u9f4a\u4e9e\u5fb7\u00b7\u5967\u4f2f\u9081\u723e<\/a>\u3002\u4ed6\u6b63\u5728\u8655\u7406\u91ab\u7642\u6578\u64da\u3002\u5c0d\u65bc\u666e\u901a\u4eba\u4f86\u8aaa\uff0c\u8981\u7372\u5f97\u4e00\u5806\u91ab\u7642\u6578\u64da\u4f86\u5efa\u7acb\u6a21\u578b\u662f\u975e\u5e38\u56f0\u96e3\u7684\uff0c\u4ed6\u7684\u60f3\u6cd5\u662f\uff0c[\u4ed6\u7684\u975e\u71df\u5229\u7d44\u7e54]\u5357\u4e01\u683c\u723e\u958b\u653e\u79d1\u5b78\u6703\u6536\u96c6\u4e00\u5806\u6578\u64da\uff0c\u7136\u5f8c\u8b93\u6578\u64da\u554f\u984c\u7684\u89e3\u6c7a\u8207\u6578\u64da\u6e90\u554f\u984c\u7684\u89e3\u6c7a\u6709\u6240\u4e0d\u540c\u3002\u9019\u5c31\u662f\u4f60\u5728\u90a3\u88e1\u6240\u505a\u7684\u5f88\u591a\u4e8b\u60c5\u3002<\/p>\n<p>\u60a8\u63d0\u5230 FHIBE 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<\/p>\n<p><strong>\u85a9\u59c6\u00b7\u862d\u65af\u535a\u745f\u59c6\uff1a<\/strong> \u6211\u559c\u6b61\u9019\u6a23\u3002\u5728\u4e3b\u8981\u5c64\u9762\u4e0a\uff0c\u5b83\u53ea\u662f\u4e00\u4e32 1 \u548c 0\u3002\u6211\u5011\u5982\u4f55\u89e3\u91cb\u9019\u4e00\u9ede\u5f88\u5927\u7a0b\u5ea6\u4e0a\u53d6\u6c7a\u65bc\u6211\u5011\u81ea\u5df1\u3002\u4e5f\u8a31\u6211\u662f\u81ea\u6211\u6fc0\u52f5\u7684\uff0c\u56e0\u70ba\u6211\u5f9e\u4f86\u6c92\u6709\u6210\u529f\u5730\u901a\u904e\u96fb\u8a71\u6a39\uff0c\u56e0\u70ba\u6c92\u6709\u4eba\u80fd\u8fa8\u8b58\u6211\u7f8e\u9e97\u7684\u5357\u65b9\u53e3\u97f3\uff0c\u4f46\u9019\u662f\u6211\u9762\u81e8\u7684\u4e00\u500b\u554f\u984c\u3002\u6211\u60f3\u6211\u5011\u5fc5\u9808\u7b49\u5f85 FHIBE \u7684\u4e0b\u4e00\u500b\u7248\u672c\u4f86\u5e6b\u52a9\u89e3\u6c7a\u9019\u500b\u554f\u984c\u3002 <\/p>\n<p><strong>\u5411\u611b\u9e97\u7d72\uff1a<\/strong> \u9019\u662f\u4e00\u500b\u5f88\u597d\u7684\u4f8b\u5b50\uff0c\u8aaa\u660e\u4e86\u9019\u4e9b\u8a55\u4f30\u8cc7\u6599\u96c6\u7684\u591a\u6a23\u6027\u6709\u591a\u91cd\u8981\u3002\u60a8\u4e5f\u53ef\u4ee5\u60f3\u50cf\u4e00\u4e9b\u6311\u6230\uff0c\u4f8b\u5982\u5982\u4f55\u8b58\u5225\u5177\u6709\u4e0d\u540c\u53e3\u97f3\u7684\u4eba\u4ee5\u53ca\u5982\u4f55\u5c0d\u9019\u4e9b\u4eba\u9032\u884c\u5206\u985e\uff0c\u4ee5\u53ca\u5982\u4f55\u5f9e\u2026\u4e0d\u50c5\u4f86\u81ea\u4e16\u754c\u5404\u5730\uff0c\u800c\u4e14\u9084\u4f86\u81ea\u975e\u5e38\u7279\u5b9a\u7684\u5730\u5340\uff0c\u4ee5\u7372\u5f97\u9019\u7a2e\u591a\u6a23\u6027\uff0c\u7136\u5f8c\u5c07\u6240\u6709\u4e0d\u540c\u7684\u8a9e\u8a00\u5206\u5c64\u3002 <\/p>\n<p>\u9019\u7d55\u5c0d\u4e5f\u662f\u4e00\u500b\u975e\u5e38\u8c50\u5bcc\u7684\u7814\u7a76\u9818\u57df\uff0c\u6211\u5011\u5e0c\u671b FHIBE 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<\/p>\n<p>\u4e5f\u5c31\u662f\u8aaa\uff0c\u7576\u6211\u5011\u8ac7\u8ad6\u8ca0\u8cac\u4efb\u7684\u4eba\u5de5\u667a\u6167\u6642\uff0c\u5c31\u50cf\u4f60\u63d0\u5230\u7684\u90a3\u6a23\uff0c\u5982\u679c\u6211\u5011\u4e0d\u771f\u6b63\u8003\u616e\u73fe\u5be6\u4e16\u754c\u7684\u554f\u984c\uff0c\u201c\u4f60\u5982\u4f55\u5f9e\u4e0d\u540c\u7684\u4eba\u90a3\u88e1\u6536\u96c6\u6578\u64da\uff1f\u201d\uff0c\u90a3\u9ebc\u5728\u9019\u4e9b\u9818\u57df\u771f\u7684\u5f88\u96e3\u53d6\u5f97\u9032\u5c55\u3002 <\/p>\n<p><strong>\u85a9\u59c6\u00b7\u862d\u65af\u535a\u745f\u59c6\uff1a<\/strong> \u4e8b\u5be6\u4e0a\uff0c\u5e7e\u9031\u524d\u6211\u5011\u6709\u4e00\u4f4d\u5ba2\u4eba <a href=\"https:\/\/sloanreview.mit.edu\/audio\/hungry-for-learning-wendys-will-croushorn\/\">\u6eab\u8fea\u7684<\/a>\u3002\u4ed6\u6b63\u5728\u8207\u4ed6\u5011\u7684\u514d\u4e0b\u8eca\u9910\u5ef3\u5408\u4f5c\u3002\u9019\u5c31\u662f\u6240\u6709\u8a9e\u97f3\u8a0a\u606f\u3002\u6211\u8a18\u5f97\u5a01\u723e [Croushorn] \u8ac7\u5230\u4eba\u5011\u8aaa\u8a71\u7684\u65b9\u5f0f\u6709\u591a\u5c11\u7a2e\u4e0d\u540c\uff0c\u4ed6\u5011\u5728\u9019\u500b\u904e\u7a0b\u4e2d\u9762\u81e8\u8457\u5f88\u591a\u6311\u6230\u3002\u4f46\u56de\u5230 FHIBE\uff0c\u2026\u9019\u662f\u4e00\u500b\u60a8\u53ef\u4ee5\u9075\u5faa\u7684\u6d41\u7a0b\u7684\u597d\u4f8b\u5b50\u3002<\/p>\n<p>\u6211\u60f3\u7a0d\u5fae\u5207\u63db\u4e00\u4e0b\u9019\u88e1\uff0c\u8ac7\u8ac7\u4f60\u662f\u5982\u4f55\u5230\u9054\u90a3\u88e1\u7684\u3002\u7576\u6211\u4e0a\u6b21\u548c\u4f60\u8ac7\u8a71\u6642\uff0c\u4f60\u6b63\u5728\u4eba\u5de5\u667a\u6167\u5408\u4f5c\u5925\u4f34\u7d44\u7e54\u3002\u544a\u8a34\u6211\u5011\u4e00\u4e9b\u95dc\u65bc\u60a8\u7684\u8077\u696d\u9053\u8def\u3001\u60a8\u5982\u4f55\u6700\u7d42\u52a0\u5165\u7d22\u5c3c\u4ee5\u53ca\u60a8\u5982\u4f55\u5c0d\u9019\u4e9b\u4e8b\u60c5\u7522\u751f\u8208\u8da3\u7684\u8cc7\u8a0a\u3002\u5e36\u6211\u5011\u8d70\u4e0a\u90a3\u689d\u8def\u3002 <\/p>\n<p><strong>\u5411\u611b\u9e97\u7d72\uff1a<\/strong> \u6211\u89ba\u5f97\u9019\u662f\u4e00\u689d\u873f\u8712\u7684\u8def\u3002\u7e3d\u7684\u4f86\u8aaa\uff0c\u6211\u7684\u80cc\u666f\u975e\u5e38\u8de8\u9818\u57df\u3002\u6211\u958b\u59cb\u66f4\u591a\u5730\u5b78\u7fd2\u6578\u5b78\u548c\u7d93\u6fdf\u5b78\u7684\u77e5\u8b58\uff0c\u4e26\u8a8d\u70ba\u6211\u5c07\u5f9e\u4e8b\u7d93\u6fdf\u653f\u7b56\u5de5\u4f5c\u3002\u9019\u5c31\u662f\u6211\u7684\u4e3b\u8981\u76ee\u6a19\u3002\u7136\u5f8c\uff0c\u6211\u7b2c\u4e00\u6b21\u5728\u4e00\u5bb6\u79d1\u6280\u516c\u53f8\u5de5\u4f5c\u4e26\u958b\u767c\u4e86\u6211\u7684\u7b2c\u4e00\u500b[\u6a5f\u5668\u5b78\u7fd2]\u6a21\u578b\uff0c\u9019\u5c0d\u6211\u4f86\u8aaa\u78ba\u5be6\u975e\u5e38\u6709\u555f\u767c\u6027\u3002\u7576\u6642\uff0c\u6211\u7b2c\u4e00\u6b21\u5c0d\u9019\u4e9b\u6f14\u7b97\u6cd5\u504f\u5dee\u554f\u984c\u611f\u8208\u8da3\uff0c\u56e0\u70ba\u6211\u610f\u8b58\u5230\u6211\u81ea\u5df1\u958b\u767c\u7684\u6a21\u578b\u662f\u76f8\u7576\u504f\u5dee\u7684\u3002 <\/p>\n<p>\u6578\u64da\u504f\u5411\u65bc\u67d0\u4e9b\u5730\u5340\u3002\u5b83\u6240\u5b78\u5230\u7684\u6771\u897f\u5c0d\u65bc\u90a3\u4e9b\u5730\u5340\u7684\u4eba\u4f86\u8aaa\u5f88\u6709\u610f\u7fa9\uff0c\u4f46\u5c0d\u5176\u4ed6\u5730\u65b9\u7684\u4eba\u4f86\u8aaa\u537b\u4e0d\u4e00\u5b9a\u3002\u5176\u4e2d\u4e00\u90e8\u5206\u4e5f\u662f\u6211\u7684\u500b\u4eba\u7d93\u9a57\u3002\u56e0\u6b64\uff0c\u6211\u8a2a\u554f\u7684\u6578\u64da\u4e3b\u8981\u4f86\u81ea\u6771\u6d77\u5cb8\u548c\u897f\u6d77\u5cb8\u7684\u4eba\u5011\uff0c\u9019\u662f\u8207\u5de5\u4f5c\u76f8\u95dc\u7684\u6578\u64da\u3002\u5c0d\u6211\u81ea\u5df1\u4f86\u8aaa\uff0c\u4f86\u81ea\u963f\u5df4\u62c9\u5951\u4e9e\uff0c\u6211\u77e5\u9053\u90a3\u88e1\u7684\u4eba\u5011\u6240\u64c1\u6709\u7684\u7d93\u6fdf\u6a5f\u6703\u662f\u5b8c\u5168\u4e0d\u540c\u7684\uff0c\u57fa\u65bc\u9019\u4e9b\u6578\u64da\u5efa\u7acb\u7684\u4efb\u4f55\u985e\u578b\u7684\u6a21\u578b\u90fd\u4e0d\u4e00\u5b9a\u6700\u9069\u5408\u50cf\u6211\u4e00\u8d77\u9577\u5927\u7684\u4eba\u3002\u9019\u8b93\u6211\u5f88\u64d4\u5fc3\u3002\u6211\u548c\u516c\u53f8\u88e1\u7684\u5f88\u591a\u4eba\u8a0e\u8ad6\u904e\u9019\u500b\u554f\u984c\uff0c\u4f46\u7576\u6642\u4e26\u4e0d\u5b58\u5728\u6f14\u7b97\u6cd5\u504f\u898b\u9818\u57df\u9019\u6a23\u7684\u6771\u897f\u3002\u9019\u5df2\u7d93\u662f12\u5e74\u524d\u7684\u4e8b\u4e86\u3002 <\/p>\n<p>\u4f46\u9019\u8b93\u6211\u5c0d\u9019\u500b\u9818\u57df\u975e\u5e38\u611f\u8208\u8da3\uff0c\u4ee5\u53ca\u6211\u5011\u5982\u4f55\u5728\u5f9e\u5927\u91cf\u6578\u64da\u4e2d\u5b78\u7fd2\u5230\u7684\u9019\u4e9b\u65b0\u6280\u8853\u7684\u80cc\u666f\u4e0b\u601d\u8003\u9053\u5fb7\u548c\u6b63\u7fa9\u3002\u9019\u8b93\u6211\u7684\u8077\u696d\u751f\u6daf\u66f4\u9032\u5165\u4e86\u79d1\u6280\u653f\u7b56\u9818\u57df\uff0c\u7279\u5225\u662f\u4eba\u5de5\u667a\u6167\u548c\u6f14\u7b97\u6cd5\u516c\u5e73\u9818\u57df\u3002\u56e0\u6b64\uff0c\u5728\u5b8c\u6210\u6240\u6709\u7814\u7a76\u751f\u8ab2\u7a0b\u5f8c\uff08\u6211\u64c1\u6709\u6cd5\u5f8b\u3001\u7d71\u8a08\u5b78\u548c\u7d93\u6fdf\u5b78\u7814\u7a76\u751f\u5b78\u4f4d\uff09\uff0c\u6211\u6700\u7d42\u5728\u4e00\u5bb6\u5f8b\u5e2b\u4e8b\u52d9\u6240\u5de5\u4f5c\u4e86\u4e00\u6bb5\u6642\u9593\uff0c\u7136\u5f8c\u52a0\u5165\u4e86 AI 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<\/p>\n<p><strong>\u85a9\u59c6\u00b7\u862d\u65af\u535a\u745f\u59c6\uff1a<\/strong> \u60a8\u500b\u4eba\u5982\u4f55\u4f7f\u7528\u9019\u4e9b\u5de5\u5177\uff1f <\/p>\n<p><strong>\u5411\u611b\u9e97\u7d72\uff1a<\/strong> \u6c92\u6709\u4f60\u60f3\u50cf\u7684\u90a3\u9ebc\u591a\u3002\u6211\u89ba\u5f97\u6211\u82b1\u4e86\u5f88\u591a\u6642\u9593\u4f86\u5be9\u6838\u5b83\u5011\u3002\u9019\u53ef\u80fd\u662f\u6211\u6700\u5e38\u898b\u7684\u7528\u4f8b\u3002 <\/p>\n<p><strong>\u85a9\u59c6\u00b7\u862d\u65af\u535a\u745f\u59c6\uff1a<\/strong> \u6211\u8a8d\u70ba\u9019\u7b97\u662f\u6b63\u5e38\u7684\u7528\u4f8b\u3002 <\/p>\n<p><strong>\u5411\u611b\u9e97\u7d72\uff1a<\/strong> \u5f9e\u6642\u9593\u89d2\u5ea6\u4f86\u770b\uff0c\u6700\u5e38\u898b\u7684\u53ef\u80fd\u662f\u6211\u5617\u8a66\u5be9\u67e5\u5b83\u5011\u4e26\u67e5\u770b\u5b83\u5011\u53ef\u80fd\u5728\u54ea\u88e1\u51fa\u73fe\u6545\u969c\u6a21\u5f0f\uff0c\u4f46\u6211\u4e5f\u5728\u65e5\u5e38\u751f\u6d3b\u4e2d\u4f7f\u7528\u5b83\uff0c\u4f8b\u5982\u6aa2\u67e5\u690d\u7269\u7684\u5065\u5eb7\u72c0\u6cc1\u3002\u6211\u60f3\u8aaa\uff0c\u5b83\u5011\u5728\u4f60\u53ef\u80fd\u662f\u65b0\u624b\u4e26\u4e14\u60f3\u8981\u4e00\u4e9b\u8a3a\u65b7\u8d77\u9ede\u7684\u60c5\u6cc1\u4e0b\u975e\u5e38\u6709\u7528\u3002 <\/p>\n<p><strong>\u85a9\u59c6\u00b7\u862d\u65af\u535a\u745f\u59c6\uff1a<\/strong> \u6211\u5011\u904e\u53bb\u5e38\u554f\u4eba\u5011\u7684\u4e00\u500b\u554f\u984c\u662f\uff1a\u300c\u4f60\u60f3\u8981\u7684\u7b2c\u4e00\u4efd\u8077\u696d\u662f\u4ec0\u9ebc\uff1f\u300d\u9451\u65bc\u60a8\u7684\u80cc\u666f\u5404\u7570\uff0c\u8b93\u6211\u554f\uff1a\u60a8\u9577\u5927\u5f8c\u60f3\u505a\u4ec0\u9ebc\uff1f <\/p>\n<p><strong>\u5411\u611b\u9e97\u7d72\uff1a<\/strong> \u7576\u6211\u9084\u662f\u500b\u5c0f\u5b69\u5b50\u7684\u6642\u5019\uff0c\u6211\u60f3\u6210\u70ba\u4e00\u540d\u85dd\u8853\u5bb6\u3002\u5728\u67d0\u7a2e\u7a0b\u5ea6\u4e0a\uff0c\u6211\u89ba\u5f97\u6211\u76ee\u524d\u7684\u5de5\u4f5c\u6b63\u958b\u59cb\u56de\u5230\u9019\u500b\u65b9\u5411\uff0c\u96a8\u8457\u4eba\u5de5\u667a\u6167\u767c\u5c55\u7684\u65b9\u5f0f\uff0c\u73fe\u5728\u5f88\u591a\u4eba\u5de5\u667a\u6167\u502b\u7406\u554f\u984c\u5be6\u969b\u4e0a\u8207\u85dd\u8853\u5bb6\u7684\u6b0a\u5229\u91cd\u5408\uff0c\u7576\u6211\u7b2c\u4e00\u6b21\u9032\u5165\u9019\u500b\u9818\u57df\u6642\u60c5\u6cc1\u4e26\u975e\u5982\u6b64\uff0c\u4f46\u9019\u5f88\u597d\uff0c\u56e0\u70ba\u6211\u4e5f\u4e00\u76f4\u5c0d\u85dd\u8853\u9818\u57df\u975e\u5e38\u611f\u8208\u8da3\u3002 <\/p>\n<p><strong>\u85a9\u59c6\u00b7\u862d\u65af\u535a\u745f\u59c6\uff1a<\/strong> \u6211\u6c92\u60f3\u5230\u6703\u9019\u6a23\u3002\u55ef\uff0c\u9019\u5f88\u6709\u8da3\u3002\u6211\u8a8d\u70ba\u4f60\u5011\u6240\u505a\u7684\u52aa\u529b\u662f\u70ba\u4e86\u8b93\u4eba\u5011\u66f4\u5bb9\u6613\u505a\u6b63\u78ba\u7684\u4e8b\u60c5\uff0cFHIBE \u5c31\u662f\u4e00\u500b\u4f8b\u5b50\u3002\u53ea\u8981\u5728\u793e\u6703\u4e0a\u6211\u5011\u8b93\u4eba\u5011\u66f4\u5bb9\u6613\u505a\u6b63\u78ba\u7684\u4e8b\uff0c\u90a3\u9ebc\u4eba\u5011\u5c31\u66f4\u6709\u53ef\u80fd\u505a\u5c0d\u7684\u4e8b\u3002\u56e0\u6b64\uff0c\u6211\u5c0d\u4f60\u5011\u70ba\u6b64\u4ed8\u51fa\u7684\u52aa\u529b\u548c\u5de5\u4f5c\u611f\u5230\u975e\u5e38\u8208\u596e\u3002\u611f\u8b1d\u60a8\u4eca\u5929\u62bd\u51fa\u6642\u9593\u8207\u6211\u5011\u4ea4\u8ac7\u3002 <\/p>\n<p><strong>\u5411\u611b\u9e97\u7d72\uff1a<\/strong> \u975e\u5e38\u611f\u8b1d\u4f60\u9080\u8acb\u6211\u3002\u5e0c\u671b\u6211\u5011\u7684\u5de5\u4f5c\u80fd\u5e6b\u52a9\u6fc0\u52f5\u5176\u4ed6\u4eba\u4e5f\u80fd\u9019\u6a23\u505a\u3002 <\/p>\n<p><strong>\u85a9\u59c6\u00b7\u862d\u65af\u535a\u745f\u59c6\uff1a<\/strong> \u611f\u8b1d\u60a8\u4eca\u5929\u7684\u8046\u807d\u3002\u6211\u5e0c\u671b\u60a8\u4e0b\u8f09 FHIBE \u4e26\u5617\u8a66\u4e00\u4e0b\u3002\u5728\u6211\u5011\u7684\u4e0b\u4e00\u96c6\u4e2d\uff0c\u6211\u7684\u524d\u5b78\u751f\u3001\u7f8e\u570b\u52de\u5de5\u90e8\u9996\u5e2d\u5275\u65b0\u5b98\u6cf0\u52d2\u00b7\u65af\u6258\u514b\u9813 (Taylor Stockton) \u4e5f\u52a0\u5165\u4e86\u6211\u7684\u884c\u5217\u3002\u8acb\u52a0\u5165\u6211\u5011\u3002<\/p>\n<p><strong>\u827e\u8389\u68ee\u8cf4\u5fb7\uff1a<\/strong> \u611f\u8b1d\u60a8\u7684\u8046\u807d <cite>\u6211\u3001\u6211\u81ea\u5df1\u548c\u4eba\u5de5\u667a\u6167<\/cite>\u3002\u6211\u5011\u7684\u7bc0\u76ee\u80fd\u5920\u7e7c\u7e8c\u9032\u884c\uff0c\u5f88\u5927\u7a0b\u5ea6\u4e0a\u6b78\u529f\u65bc\u807d\u773e\u7684\u652f\u6301\u3002\u60a8\u7684\u4e32\u6d41\u5a92\u9ad4\u548c\u4e0b\u8f09\u91cf\u6703\u7522\u751f\u5f88\u5927\u7684\u5f71\u97ff\u3002\u5982\u679c\u60a8\u6709\u6642\u9593\uff0c\u8acb\u8003\u616e\u7d66\u6211\u5011\u7559\u4e0b Apple \u64ad\u5ba2\u8a55\u8ad6\u6216 Spotify \u8a55\u7d1a\u3002\u4e26\u8207\u60a8\u8a8d\u70ba\u53ef\u80fd\u6703\u89ba\u5f97\u6709\u8da3\u4e14\u6709\u5e6b\u52a9\u7684\u5176\u4ed6\u4eba\u5206\u4eab\u6211\u5011\u7684\u7bc0\u76ee\u3002<\/p>\n<aside class=\"article-ad ad-300  ad-300x250 ad-desktop\">\n<\/aside>\n<aside class=\"article-ad ad-300  ad-300x250 ad-mobile\">\n<\/aside>\n<p class=\"mmai-trademark\">\n        \u6211\u3001\u6211\u81ea\u5df1\u548c\u4eba\u5de5\u667a\u6167<sup>\u00ae<\/sup> \u662f\u9ebb\u7701\u7406\u5de5\u5b78\u9662\u7684\u806f\u90a6\u8a3b\u518a\u5546\u6a19\u3002\u7248\u6b0a\u6240\u6709\u3002\n    <\/p>\n<div class=\"article-authors\" id=\"article-authors\">\n<h4 class=\"article-authors__title\">\u95dc\u65bc\u88fd\u4f5c\u5718\u968a<\/h4>\n<div class=\"article-authors__bio\">\n<p><cite>\u6211\u3001\u6211\u81ea\u5df1\u548c\u4eba\u5de5\u667a\u6167<\/cite> \u662f\u500b\u64ad\u5ba2\u88fd\u4f5c\u8005 <cite>\u9ebb\u7701\u7406\u5de5\u5b78\u9662\u65af\u9686\u7ba1\u7406\u8a55\u8ad6<\/cite> \u7531\u85a9\u59c6\u00b7\u862d\u65af\u535a\u745f\u59c6\u4e3b\u6301\u3002\u5b83\u7531 David Lishansky \u8a2d\u8a08\uff0cAllison Ryder \u88fd\u4f5c\u3002<\/p>\n<p><a href=\"https:\/\/sloanreview.mit.edu\/sam-ransbotham\/\">\u85a9\u59c6\u00b7\u862d\u65af\u535a\u745f\u59c6<\/a> \u662f\u6ce2\u58eb\u9813\u5b78\u9662\u5361\u7f85\u723e\u7ba1\u7406\u5b78\u9662\u8cc7\u8a0a\u7cfb\u7d71\u7cfb\u7684\u6559\u6388\uff0c\u4e5f\u662f\u300a <cite>\u9ebb\u7701\u7406\u5de5\u5b78\u9662\u65af\u9686\u7ba1\u7406\u8a55\u8ad6<\/cite>\u7684\u4eba\u5de5\u667a\u6167\u548c\u5546\u696d\u7b56\u7565\u5927\u5275\u610f\u8a08\u5283\u3002<\/p>\n<\/div><\/div>\n<\/p><\/div>\n<p>#\u884c\u696d #Benchmark #Data #Fairness #Sonys #Alice #Xiang<\/p>","protected":false},"excerpt":{"rendered":"<p>\u5728\u4eca\u5929\u7684\u300a\u6211\u3001\u6211\u81ea\u5df1\u548c\u4eba\u5de5\u667a\u6167\u300b\u7bc0\u76ee\u4e2d\uff0c\u4e3b\u6301\u4eba Sam Ransbotham \u8207\u7d22\u5c3c\u4eba\u5de5\u667a\u6167\u6cbb\u7406\u5168\u7403\u8ca0\u8cac\u4eba\u3001\u7d22\u5c3c\u4eba\u5de5\u667a\u6167\u4eba\u5de5\u667a\u6167\u9053\u5fb7\u9996\u5e2d\u7814\u7a76\u79d1\u5b78\u5bb6 Alice Fang \u9032\u884c\u4e86\u5c0d\u8a71\uff0c\u8a0e\u8ad6\u77ad\u5982\u4f55\u5c07\u8ca0\u8cac\u4efb\u7684\u4eba\u5de5\u667a\u6167\u5927\u898f\u6a21\u4ed8\u8af8\u5be6\u8e10\u3002\u611b\u9e97\u7d72\u5206\u4eab\u4e86\u7d22\u5c3c\u5982\u4f55\u5728\u65e9\u671f\u63a8\u52d5\u4eba\u5de5\u667a\u6167\u9053\u5fb7\u898f\u7bc4 [...]<\/p>","protected":false},"author":1,"featured_media":6317,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_monsterinsights_skip_tracking":false,"footnotes":""},"categories":[9],"tags":[],"class_list":["post-6316","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-management"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.7.1 (Yoast SEO v25.8) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>An Industry Benchmark for Data Fairness: Sony\u2019s Alice Xiang - MORE SOURCING LTD<\/title>\n<meta name=\"robots\" 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