{"id":3210,"date":"2025-09-17T07:50:43","date_gmt":"2025-09-16T23:50:43","guid":{"rendered":"https:\/\/moresourcing.com\/agentic-ai-at-scale-redefining-management-for-a-superhuman-workforce\/"},"modified":"2025-09-17T07:50:43","modified_gmt":"2025-09-16T23:50:43","slug":"%e5%a4%a7%e8%a6%8f%e6%a8%a1%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e9%87%8d%e6%96%b0%e5%ae%9a%e7%be%a9%e7%ae%a1%e7%90%86%ef%bc%8c%e6%89%93%e9%80%a0%e8%b6%85%e4%ba%ba%e5%b7%a5%e4%bd%9c%e5%9c%98","status":"publish","type":"post","link":"https:\/\/moresourcing.com\/zh_tw\/%e5%a4%a7%e8%a6%8f%e6%a8%a1%e7%9a%84%e4%ba%ba%e5%b7%a5%e6%99%ba%e6%85%a7%e9%87%8d%e6%96%b0%e5%ae%9a%e7%be%a9%e7%ae%a1%e7%90%86%ef%bc%8c%e6%89%93%e9%80%a0%e8%b6%85%e4%ba%ba%e5%b7%a5%e4%bd%9c%e5%9c%98\/","title":{"rendered":"\u70ba\u8d85\u4eba\u54e1\u5de5\u91cd\u65b0\u5b9a\u7fa9\u7ba1\u7406"},"content":{"rendered":"<figure class=\"wp-block-gallery has-nested-images columns-default is-cropped wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><img fetchpriority=\"high\" decoding=\"async\" width=\"1290\" height=\"860\" data-id=\"3208\" src=\"https:\/\/moresourcing.com\/wp-content\/uploads\/2025\/09\/Redefining-Management-for-a-Superhuman-Workforce.jpg\" alt=\"\" class=\"wp-image-3208\"\/><\/figure>\n\t\t\t\t\t\n<figure class=\"wp-block-image size-large\"><img decoding=\"async\" width=\"1500\" height=\"1133\" data-id=\"3209\" src=\"https:\/\/moresourcing.com\/wp-content\/uploads\/2025\/09\/Redefining-Management-for-a-Superhuman-Workforce.png\" alt=\"\" class=\"wp-image-3209\"\/><\/figure>\n\t\t\t\t\t<\/figure>\n<br><div>\n\n    <div class=\"article-left-col\">\n        <section class=\"article-topics\">\n    <h4 class=\"article-topics__title\">\u4e3b\u984c<\/h4>\n    \n<\/section>\n            <section class=\"article-section\">\n\n        <h4 class=\"article-section__title\">\u8ca0\u8cac\u4efb\u7684\u4eba\u5de5\u667a\u6167<\/h4>\n        <p>\n            \u8ca0\u8cac\u4efb\u7684\u4eba\u5de5\u667a\u6167\u8a08\u756b\u8457\u773c\u65bc\u7d44\u7e54\u5982\u4f55\u5b9a\u7fa9\u548c\u8655\u7406\u8ca0\u8cac\u4efb\u7684\u4eba\u5de5\u667a\u6167\u5be6\u8e10\u3001\u653f\u7b56\u548c\u6a19\u6e96\u3002\u8a72\u8a08\u5283\u501f\u9452\u5168\u7403\u9ad8\u7ba1\u8abf\u67e5\u548c\u898f\u6a21\u8f03\u5c0f\u7684\u7b56\u5283\u5c08\u5bb6\u5c0f\u7d44\uff0c\u6536\u96c6\u4f86\u81ea\u4e0d\u540c\u884c\u696d\u548c\u5730\u5340\u7684\u89c0\u9ede\uff0c\u65e8\u5728\u70ba\u6574\u500b\u884c\u696d\u7684\u9818\u5c0e\u8005\u63d0\u4f9b\u95dc\u65bc\u9019\u500b\u65b0\u8208\u4f46\u91cd\u8981\u7684\u91cd\u9ede\u9818\u57df\u7684\u53ef\u884c\u898b\u89e3\u3002        <\/p>\n        \n                    \n        \n        <a href=\"https:\/\/sloanreview.mit.edu\/big-ideas\/responsible-ai\/\" class=\"article-section__link\">\n              \n           \u672c\u7cfb\u5217\u7684\u66f4\u591a\u5167\u5bb9\n                      <\/a>\n\n    <\/section>\n    <\/div>\n\n\n    \n\n\n\n\n\n    \n\n    \n        \n\n    \n    \n\n<aside class=\"article-ad ad-300  ad-300x250 ad-desktop\">\n                \n                <\/aside><aside class=\"article-ad ad-300  ad-300x250 ad-mobile\">\n                \n                <\/aside>\n<figure class=\"article-inline\">\n<img decoding=\"async\" alt=\"\" src=\"https:\/\/moresourcing.com\/wp-content\/uploads\/2025\/09\/Redefining-Management-for-a-Superhuman-Workforce.jpg\"\/><img decoding=\"async\" src=\"https:\/\/moresourcing.com\/wp-content\/uploads\/2025\/09\/Redefining-Management-for-a-Superhuman-Workforce.jpg\" alt=\"\"\/><br\/><\/figure>\n<p>\u9023\u7e8c\u7b2c\u56db\u5e74\uff0c <cite>\u9ebb\u7701\u7406\u5de5\u5b78\u9662\u65af\u9686\u7ba1\u7406\u8a55\u8ad6<\/cite> \u6ce2\u58eb\u9813\u9867\u554f\u5c0f\u7d44 (BCG) \u7d44\u5efa\u4e86\u4e00\u500b\u7531\u5b78\u8005\u548c\u5f9e\u696d\u8005\u7d44\u6210\u7684\u570b\u969b\u4eba\u5de5\u667a\u6167\u5c08\u5bb6\u5c0f\u7d44\uff0c\u5e6b\u52a9\u6211\u5011\u4e86\u89e3\u5168\u7403\u7d44\u7e54\u5982\u4f55\u5be6\u65bd\u8ca0\u8cac\u4efb\u7684\u4eba\u5de5\u667a\u6167 (RAI)\u3002 2025 \u5e74\u6625\u5b63\uff0c\u6211\u5011\u9084\u958b\u5c55\u4e86\u4e00\u9805\u5168\u7403\u9ad8\u7ba1\u8abf\u67e5\uff0c\u6536\u5230\u4e86 1,221 \u4efd\u56de\u590d\uff0c\u4ee5\u4e86\u89e3\u7d44\u7e54\u5728\u591a\u5927\u7a0b\u5ea6\u4e0a\u89e3\u6c7a\u8ca0\u8cac\u4efb\u7684\u4eba\u5de5\u667a\u6167\u554f\u984c\u3002\u5728\u6211\u5011\u7684 <a href=\"https:\/\/sloanreview.mit.edu\/article\/ai-explainability-how-to-avoid-rubber-stamping-recommendations\">\u6700\u8fd1\u7684\u6587\u7ae0<\/a>\uff0c\u6211\u5011\u63a2\u8a0e\u4e86\u53ef\u89e3\u91cb\u6027\u8207\u4eba\u985e\u76e3\u7763\u5728\u8ffd\u7a76\u4eba\u5de5\u667a\u6167\u7cfb\u7d71\u8cac\u4efb\u65b9\u9762\u7684\u95dc\u4fc2\u3002\u9019\u6b21\uff0c\u6211\u5011\u66f4\u6df1\u5165\u63a2\u8a0e\u4ee3\u7406\u4eba\u5de5\u667a\u6167\u7684\u8cac\u4efb\u3002\u5118\u7ba1\u6c92\u6709\u9054\u6210\u4e00\u81f4\u7684\u5b9a\u7fa9\uff0c <em>\u4ee3\u7406\u4eba\u5de5\u667a\u6167<\/em> \u901a\u5e38\u662f\u6307\u80fd\u5920\u5728\u6c92\u6709\u4eba\u985e\u6301\u7e8c\u76e3\u7763\u7684\u60c5\u6cc1\u4e0b\u900f\u904e\u505a\u51fa\u6c7a\u7b56\u3001\u63a1\u53d6\u884c\u52d5\u548c\u9069\u61c9\u52d5\u614b\u74b0\u5883\u4f86\u81ea\u4e3b\u8ffd\u6c42\u76ee\u6a19\u7684\u4eba\u5de5\u667a\u6167\u7cfb\u7d71\u3002\u6839\u64da <a href=\"https:\/\/aiagentindex.mit.edu\/\" target=\"_blank\" rel=\"noopener\">\u9ebb\u7701\u7406\u5de5\u5b78\u9662\u7684\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u6307\u6578<\/a>\u5118\u7ba1\u9019\u4e9b\u7cfb\u7d71\u7684\u6280\u8853\u7d44\u4ef6\u3001\u9810\u671f\u7528\u9014\u548c\u5b89\u5168\u6027\u900f\u660e\u5ea6\u6709\u9650\uff0c\u4f46\u9019\u4e9b\u7cfb\u7d71\u5728\u8edf\u9ad4\u5de5\u7a0b\u548c\u5ba2\u6236\u670d\u52d9\u7b49\u9818\u57df\u7684\u90e8\u7f72\u6b63\u5728\u589e\u52a0\u3002 <\/p>\n<p>\u9451\u65bc\u660e\u986f\u7684\u6cbb\u7406\u5dee\u8ddd\uff0c\u6211\u5011\u8981\u6c42\u6211\u5011\u7684\u5c0f\u7d44\u5c0d\u4ee5\u4e0b\u6311\u91c1\u505a\u51fa\u53cd\u61c9\uff1a <em>\u8b93\u4ee3\u7406\u4eba\u5de5\u667a\u6167\u5c0d\u5176\u6c7a\u7b56\u548c\u884c\u52d5\u8ca0\u8cac\u9700\u8981\u65b0\u7684\u7ba1\u7406\u65b9\u6cd5<\/em>\u3002\u7d55\u5927\u591a\u6578\u4eba (69%) \u540c\u610f\u6216\u5f37\u70c8\u540c\u610f\u9019\u4e00\u8aaa\u6cd5\uff0c\u8a8d\u70ba\u4ee3\u7406\u4eba\u5de5\u667a\u6167\u7531\u65bc\u5176\u5927\u898f\u6a21\u81ea\u4e3b\u57f7\u884c\u8907\u96dc\u4efb\u52d9\u7684\u80fd\u529b\u4ee5\u53ca\u5275\u9020\u8d85\u4eba\u52de\u52d5\u529b\u7684\u6f5b\u529b\u800c\u5448\u73fe\u51fa\u7bc4\u5f0f\u8f49\u79fb\u3002\u8a31\u591a\u5c08\u5bb6\u8a8d\u70ba\uff0c\u5fc5\u9808\u91cd\u65b0\u69cb\u60f3\u7ba1\u7406\u6846\u67b6\uff0c\u4ee5\u9069\u61c9\u4eba\u985e\u5728\u5de5\u4f5c\u5834\u6240\u8207\u4eba\u5de5\u667a\u6167\u4ee3\u7406\u8d8a\u4f86\u8d8a\u591a\u5408\u4f5c\u7684\u65b0\u52d5\u614b\u3002\u7136\u800c\uff0c\u5c11\u6578\u4eba\uff0825%\uff09\u53cd\u99c1\u4e86\u9019\u4e00\u89c0\u9ede\uff0c\u8b66\u544a\u7a31\u9019\u53cd\u6620\u4e86\u4e00\u7a2e\u201c\u4eba\u5de5\u667a\u6167\u4f8b\u5916\u8ad6\u201d\uff0c\u53ef\u80fd\u6703\u5206\u6563\u4eba\u5011\u5c0d\u8ffd\u7a76\u500b\u4eba\u548c\u7d44\u7e54\u8cac\u4efb\u7684\u6ce8\u610f\u529b\u3002\u76f8\u53cd\uff0c\u4ed6\u5011\u8a8d\u200b\u200b\u70ba\uff0c\u73fe\u6709\u7684\u7ba1\u7406\u6846\u67b6\u53ef\u4ee5\u9032\u884c\u8abf\u6574\uff0c\u4ee5\u7dad\u6301\u4eba\u985e\u5c0d\u4ee3\u7406\u4eba\u5de5\u667a\u6167\u7cfb\u7d71\u7684\u8a2d\u8a08\u3001\u884c\u70ba\u548c\u7d50\u679c\u7684\u660e\u78ba\u8cac\u4efb\u3002<\/p>\n<p>\u4e0b\u9762\uff0c\u6211\u5011\u5206\u4eab\u4e86\u5c0f\u7d44\u6210\u54e1\u7684\u898b\u89e3\uff0c\u4e26\u5229\u7528\u6211\u5011\u81ea\u5df1\u7684 RAI \u7d93\u9a57\u4f86\u5efa\u8b70\u7d44\u7e54\u5982\u4f55\u5f15\u5165\u65b0\u7684\u7ba1\u7406\u65b9\u6cd5\u6216\u91cd\u65b0\u69cb\u60f3\u73fe\u6709\u7684\u7ba1\u7406\u65b9\u6cd5\uff0c\u4ee5\u6539\u5584\u5c0d\u4ee3\u7406\u4eba\u5de5\u667a\u6167\u7cfb\u7d71\u548c\u65e5\u76ca\u6df7\u5408\u7684\u4eba\u985e\u4eba\u5de5\u667a\u6167\u52de\u52d5\u529b\u7684\u554f\u8cac\u548c\u76e3\u7763\u3002<\/p>\n<div class=\"callout-highlight callout-highlight--transparent\">\n<aside class=\"l-content-wrap\">\n<article>\n<h4>\u8b93\u4ee3\u7406\u4eba\u5de5\u667a\u6167\u5c0d\u5176\u6c7a\u7b56\u548c\u884c\u52d5\u8ca0\u8cac\u9700\u8981\u65b0\u7684\u7ba1\u7406\u65b9\u6cd5\u3002<\/h4>\n<p class=\"caption mb30\">\u96d6\u7136\u6211\u5011\u7684\u5c0f\u7d44\u6210\u54e1\u4e2d\u7d55\u5927\u591a\u6578\uff08\u8fd1 70%\uff09\u5f37\u70c8\u540c\u610f\u6216\u540c\u610f\u9019\u4e00\u8aaa\u6cd5\uff0c\u4f46\u5c11\u6578\u4eba\uff0825%\uff09\u53cd\u5c0d\u9019\u4e00\u89c0\u9ede\u3002<\/p>\n<p><img decoding=\"async\" alt=\"\u9577\u689d\u5716\uff1a\u975e\u5e38\u4e0d\u540c\u610f\uff1a8%\uff1b\u4e0d\u540c\u610f\uff1a17%\uff1b\u4e0d\u540c\u610f\u4e5f\u4e0d\u4e0d\u540c\u610f\uff1a6%\uff1b\u540c\u610f\uff1a36%\uff1b\u975e\u5e38\u540c\u610f\uff1a33%\" src=\"https:\/\/moresourcing.com\/wp-content\/uploads\/2025\/09\/Redefining-Management-for-a-Superhuman-Workforce.png\"\/><img decoding=\"async\" src=\"https:\/\/moresourcing.com\/wp-content\/uploads\/2025\/09\/Redefining-Management-for-a-Superhuman-Workforce.png\" alt=\"\u9577\u689d\u5716\uff1a\u975e\u5e38\u4e0d\u540c\u610f\uff1a8%\uff1b\u4e0d\u540c\u610f\uff1a17%\uff1b\u4e0d\u540c\u610f\u4e5f\u4e0d\u4e0d\u540c\u610f\uff1a6%\uff1b\u540c\u610f\uff1a36%\uff1b\u975e\u5e38\u540c\u610f\uff1a33%\"\/><\/p>\n<p class=\"attribution\">\u8cc7\u6599\u4f86\u6e90\uff1a36 \u4f4d\u4eba\u5de5\u667a\u6167\u7b56\u7565\u5c08\u5bb6\u7d44\u6210\u7684\u5c0f\u7d44\u3002<\/p>\n<\/article>\n<\/aside>\n<\/div>\n<p><strong>\u4ee3\u7406\u4eba\u5de5\u667a\u6167\u7cfb\u7d71\u6311\u6230\u50b3\u7d71\u7ba1\u7406\u6a21\u5f0f\u3002<\/strong> \u6211\u5011\u7684\u5927\u591a\u6578\u5c08\u5bb6\u8a8d\u70ba\uff0c\u4ee3\u7406\u4eba\u5de5\u667a\u6167\u9700\u8981\u65b0\u7684\u7ba1\u7406\u65b9\u6cd5\uff0c\u56e0\u70ba\u8207\u65e9\u671f\u6280\u8853\u76f8\u6bd4\uff0c\u5b83\u5177\u6709\u66f4\u9ad8\u7684\u81ea\u4e3b\u6027\u548c\u8907\u96dc\u6027\u3002\u6b63\u5982\u842c\u4e8b\u9054\u5361\u5305\u5bb9\u6027\u6210\u9577\u4e2d\u5fc3\u7e3d\u88c1\u6c99\u7c73\u5a1c\u00b7\u8f9b\u683c\uff08Shamina Singh\uff09\u6240\u89c0\u5bdf\u5230\u7684\u90a3\u6a23\uff0c\u300c\u9019\u4e9b\u7cfb\u7d71\u5e36\u4f86\u4e86\u524d\u6240\u672a\u6709\u7684\u81ea\u4e3b\u6027\u3001\u8907\u96dc\u6027\u548c\u98a8\u96aa\uff0c\u8981\u6c42\u7d44\u7e54\u91cd\u65b0\u601d\u8003\u50b3\u7d71\u7684\u7ba1\u7406\u7b56\u7565\u3002\u300d\u54c8\u66fc\u570b\u969b\u9996\u5e2d\u7522\u54c1\u9577 Jai Ganesh\u6307\u51fa\uff0c\u201c\u50b3\u7d71\u7ba1\u7406\u7cfb\u7d71\u662f\u70ba\u78ba\u5b9a\u6027\u7cfb\u7d71\u800c\u8a2d\u8a08\u7684\u201d\uff0c\u800c\u201c\u4ee3\u7406\u4eba\u5de5\u667a\u6167\u7cfb\u7d71\u7368\u7acb\u904b\u4f5c\u3001\u4ee5\u76ee\u6a19\u70ba\u5c0e\u5411\u3001\u5177\u6709\u8a18\u61b6\u548c\u63a8\u7406\u80fd\u529b\uff0c\u9019\u4f7f\u5f97\u5b83\u5011\u7684\u6c7a\u7b56\u8907\u96dc\u3001\u81ea\u4e3b\u4e14\u4e0d\u900f\u660e\u3002\u201d\u4ed6\u8a8d\u70ba\uff0c\u9019\u201c\u9700\u8981\u5c0d\u4ee3\u7406\u89d2\u8272\u9032\u884c\u5b9a\u7fa9\uff0c\u5305\u62ec\u5141\u8a31\u7684\u6c7a\u7b56\u3001\u6578\u64da\u4f7f\u7528\u8b77\u6b04\u3001\u9053\u5fb7\u754c\u9650\u548c\u4fe1\u5fc3\u95be\u503c\u7684\u5347\u7d1a\u3002\u201d\u5118\u7ba1\u9019\u4e9b\u5224\u65b7\u5b58\u5728\u65bc\u4eba\u985e\u5de5\u4eba\u4e2d\uff0c\u4f46\u5b83\u5011\u4f9d\u8cf4\u65bc\u4eba\u985e\u7684\u5de5\u4f5c\u4eba\u54e1\u3002\u7136\u800c\uff0c\u4ee3\u7406\u4eba\u5de5\u667a\u6167\u7cfb\u7d71\u9700\u8981\u660e\u78ba\u5b9a\u7fa9\u7684\u898f\u5247\u548c\u95be\u503c\u3002\u8b93\u5b83\u5011\u6b63\u78ba\u53ef\u80fd\u975e\u5e38\u5177\u6709\u6311\u6230\u6027\uff0c\u4e26\u4e14\u4e0d\u7b26\u5408\u50b3\u7d71\u7684\u7ba1\u7406\u6a21\u5f0f\u3002 Automation Anywhere \u7684 Yan Chow \u88dc\u5145\u9053\uff1a\u201c\u8b49\u660e\u56e0\u679c\u95dc\u4fc2\u548c\u932f\u8aa4\u8b8a\u5f97\u6975\u5176\u56f0\u96e3\uff0c\u5c24\u5176\u662f\u5c0d\u65bc\u8907\u96dc\u3001\u81ea\u4e3b\u4e14\u4e0d\u900f\u660e\u7684\u4eba\u5de5\u667a\u6167\u7cfb\u7d71\u3002\u201d <\/p>\n<p>\u6211\u5011\u7684\u5c08\u5bb6\u4e5f\u6307\u51fa\uff0c\u4ee3\u7406\u4eba\u5de5\u667a\u6167\u8d85\u4eba\u7684\u901f\u5ea6\u548c\u898f\u6a21\u5c24\u5176\u5177\u6709\u7834\u58de\u6027\u3002\u6b63\u5982 GitHub \u9996\u5e2d\u6cd5\u52d9\u5b98 Shelley McKinley 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\u9996\u5e2d\u4eba\u5de5\u667a\u6167\u79d1\u5b78\u5bb6 Ben Dias \u62d2\u7d55\u63a5\u53d7\u300c\u4eba\u5de5\u667a\u6167\u9700\u8981\u5c0d\u7d93\u904e\u9a57\u8b49\u7684\u7d44\u7e54\u5be6\u8e10\u9032\u884c\u9769\u547d\u6027\u6539\u8b8a\u300d\u7684\u89c0\u9ede\uff0c\u4ed6\u8a8d\u70ba\uff0c\u300c\u7ba1\u7406\u8005\u901a\u5e38\u5c07\u5176\u6c7a\u7b56\u904e\u7a0b\u59d4\u8a17\u7d66\u4ed6\u5011\u7121\u6cd5\u5b8c\u5168\u9810\u6e2c\u6216\u63a7\u5236\u7684\u5718\u968a\u6210\u54e1\uff0c\u4f46\u900f\u904e\u660e\u78ba\u7684\u754c\u9650\u3001\u6ce8\u91cd\u7d50\u679c\u7684\u76e3\u7763\u548c\u9069\u7576\u7684\u76e3\u63a7\u4f86\u4fdd\u6301\u8cac\u4efb\u3002\u300d\u5c0d\u65bc\u8fea\u4e9e\u65af\u4f86\u8aaa\uff0c\u300c\u4ee3\u7406\u4eba\u5de5\u667a\u6167\u300d\u53ea\u662f\u4ee3\u8868\u4e86\u9019\u500b\u65e2\u5b9a\u6846\u67b6\u5167\u7684\u4e00\u7a2e\u65b0\u578b\u6a21\u578b\u3002\u540c\u6a23\u8a8d\u70ba\uff0c\u201c\u5982\u679c\u4f60\u7684\u4eba\u5de5\u667a\u6167\u8868\u73fe\u5f97\u50cf\u4e00\u540d\u54e1\u5de5\uff08\u6216\u66f4\u7cdf\u7684\u662f\uff0c\u4e00\u7fa4\u81ea\u7531\u5de5\u4f5c\u8005\uff09\uff0c\u90a3\u9ebc\u662f\u6642\u5019\u958b\u59cb\u50cf\u54e1\u5de5\u4e00\u6a23\u7ba1\u7406\u5b83\u4e86\u3002\u201d   <\/p>\n\n<p>\u5176\u4ed6\u4eba\u4e5f\u8a8d\u70ba\u5c0d\u65b0\u7ba1\u7406\u6a21\u5f0f\u7684\u547c\u7c72\u662f\u932f\u8aa4\u7684\u3002\u5c0d\u65bc RAIght.ai \u806f\u5408\u57f7\u884c\u9577 Richard Benjamins \u4f86\u8aaa\uff0c\u300c\u6307\u51fa\u9700\u8981\u65b0\u7684\u7ba1\u7406\u65b9\u6cd5\uff0c\u56e0\u70ba\u5c07\u8cac\u4efb\u5f9e\u4eba\u8f49\u79fb\u5230\u4ee3\u7406\u4eba\u5de5\u667a\u6167\u7cfb\u7d71\uff0c\u5728\u76ee\u524d\u7684\u60c5\u6cc1\u4e0b\uff0c\u9019\u662f\u4e00\u5ea7\u592a\u9059\u9060\u7684\u6a4b\u6a11\u3002\u300d\u76f8\u53cd\uff0c\u9019\u4e9b\u5c08\u5bb6\u5f37\u8abf\uff0c\u6280\u8853\u80cc\u5f8c\u7684\u4eba\u54e1\u548c\u7d44\u7e54\u5fc5\u9808\u5805\u5b9a\u5730\u627f\u64d4\u8cac\u4efb\u3002\u6b63\u5982\u806f\u5408\u570b\u5152\u7ae5\u57fa\u91d1\u6703\u7684\u53f2\u8482\u6587\u00b7\u6c83\u65af\u6d1b\uff08Steven Vosloo\uff09\u6240\u8aaa\uff0c\u201c\u91cd\u8981\u7684\u662f\u8981\u9810\u5148\u8a8d\u8b58\u5230\u4ee3\u7406\u4eba\u5de5\u667a\u80fd\uff08\u5373\u8edf\u9ad4\uff09\u7121\u6cd5\u5c0d\u5176\u6c7a\u7b56\u548c\u884c\u52d5\u8ca0\u8cac\u201d\uff0c\u4e26\u4e14\u201c\u88fd\u4f5c\u548c\u90e8\u7f72\u8edf\u9ad4\u7684\u4eba\u61c9\u5c0d\u5176\u884c\u70ba\u8ca0\u8cac\u3002\u201d Partnership on AI \u9996\u5e2d\u57f7\u884c\u5b98\u9e97\u8c9d\u5361\u00b7\u82ac\u5229 (Rebecca Finlay) \u540c\u610f\u9019\u6a23\u7684\u89c0\u9ede\uff1a\u201c\u8b93\u4ee3\u7406\u516c\u53f8\u8ca0\u8cac\u201c\u8b93\u6211\u5011\u81ea\u5df1\u548c\u7e3d\u7d50\u7684\u90a3\u6a23\uff0c\u201c\u90a3\u4e9b\u5be6\u65bd\u4eba\u5de5\u667a\u6167\u7cfb\u7d71\u4e26\u5c07\u5176\u63d0\u4f9b\u7d66\u6700\u7d42\u7528\u6236\u7684\u4eba\u624d\u662f\u9700\u8981\u8ca0\u8cac\u7684\u4eba\uff0c\u800c\u4e0d\u662f\u4eba\u5de5\u667a\u6167\u672c\u8eab\u3002\u201d<\/p>\n<h3>\u5efa\u8b70<\/h3>\n<p>\u7e3d\u4e4b\uff0c\u6211\u5011\u70ba\u5c0b\u6c42\u6539\u5584\u4ee3\u7406\u4eba\u5de5\u667a\u6167\u7cfb\u7d71\u554f\u8cac\u5236\u7684\u7d44\u7e54\u63d0\u4f9b\u4ee5\u4e0b\u5efa\u8b70\uff1a<\/p>\n<p><strong>1. \u63a1\u7528\u57fa\u65bc\u751f\u547d\u9031\u671f\u7684\u7ba1\u7406\u65b9\u6cd5\u3002<\/strong> \u4ee3\u7406\u4eba\u5de5\u667a\u6167\u5feb\u901f\u3001\u8907\u96dc\u4e14\u52d5\u614b\u3002\u5be6\u65bd\u6301\u7e8c\u3001\u8fed\u4ee3\u7684\u7ba1\u7406\u6d41\u7a0b\uff0c\u8ffd\u8e64\u4ee3\u7406\u4eba\u5de5\u667a\u6167\u7cfb\u7d71\u5f9e\u521d\u59cb\u8a2d\u8a08\u5230\u90e8\u7f72\u548c\u6301\u7e8c\u4f7f\u7528\u7684\u6574\u500b\u904e\u7a0b\u3002\u5f15\u5165\u5b9a\u671f\u8a55\u4f30\u3001\u6280\u8853\u5be9\u6838\u548c\u6548\u80fd\u76e3\u63a7\u4f86\u5373\u6642\u6aa2\u6e2c\u548c\u89e3\u6c7a\u554f\u984c\uff0c\u800c\u4e0d\u662f\u4e00\u6b21\u6027\u5be9\u67e5\u3002\u7ba1\u7406\u65b9\u6cd5\u61c9\u4f7f\u76e3\u7763\u6210\u70ba\u65e5\u5e38\u71df\u904b\u7684\u4e00\u90e8\u5206\uff0c\u800c\u4e0d\u662f\u4e00\u9805\u5b9a\u671f\u6216\u5b64\u7acb\u7684\u5408\u898f\u4efb\u52d9\u3002<\/p>\n<p><strong>2. \u5c07\u4eba\u985e\u8cac\u4efb\u7d0d\u5165\u4eba\u5de5\u667a\u6167\u6cbb\u7406\u7d50\u69cb\u3002<\/strong> \u8a2d\u8a08\u7ba1\u7406\u6846\u67b6\uff0c\u5728\u4eba\u5de5\u667a\u6167\u751f\u547d\u9031\u671f\u7684\u6bcf\u500b\u968e\u6bb5\u70ba\u4eba\u985e\u7ba1\u7406\u8005\u548c\u4ee3\u7406\u4eba\u5de5\u667a\u6167\u7cfb\u7d71\u660e\u78ba\u5206\u914d\u7279\u5b9a\u7684\u89d2\u8272\u548c\u8077\u8cac\u3002\u5efa\u7acb\u6c7a\u7b56\u5354\u8b70\u3001\u5347\u7d1a\u8def\u5f91\u548c\u8a55\u4f30\u6aa2\u67e5\u9ede\u5fc5\u9808\u6210\u70ba\u6bcf\u500b\u4ee3\u7406\u4eba\u5de5\u667a\u6167\u7cfb\u7d71\u90e8\u7f72\u7684\u4e00\u90e8\u5206\uff0c\u4ee5\u78ba\u4fdd\u4eba\u5011\u5c0d\u7d50\u679c\u8ca0\u8cac\u3002\u9019\u4e9b\u7d50\u69cb\u61c9\u8a72\u5f37\u8abf\u4ee3\u7406\u4eba\u5de5\u667a\u6167\u662f\u4eba\u985e\u4e3b\u5c0e\u6d41\u7a0b\u4e2d\u7684\u4e00\u7a2e\u5de5\u5177\u3002<\/p>\n<p><strong>3. \u5728\u7279\u5b9a\u74b0\u5883\u4e0b\u5be6\u73fe\u4eba\u5de5\u667a\u6167\u4e3b\u5c0e\u7684\u6c7a\u7b56\u3002<\/strong> \u96d6\u7136\u4eba\u985e\u76e3\u7763\u81f3\u95dc\u91cd\u8981\uff0c\u4f46\u4ee3\u7406\u4eba\u5de5\u667a\u6167\u7684\u7279\u6027\u537b\u8d85\u8d8a\u4e86\u5176\u6975\u9650\u3002\u65b0\u7684\u7ba1\u7406\u65b9\u6cd5\u61c9\u8a72\u6839\u64da\u5176\u5353\u8d8a\u7684\u901f\u5ea6\u3001\u6e96\u78ba\u6027\u6216\u4e00\u81f4\u6027\u4f86\u78ba\u5b9a\u4eba\u5de5\u667a\u6167\u53ef\u4ee5\u800c\u4e14\u61c9\u8a72\u4f54\u64da\u4e3b\u5c0e\u5730\u4f4d\u7684\u9818\u57df\u3002\u5728\u9019\u7a2e\u60c5\u6cc1\u4e0b\uff0c\u6cbb\u7406\u53ef\u4ee5\u5c08\u6ce8\u65bc\u5b9a\u7fa9\u908a\u754c\u3001\u76e3\u63a7\u7e3e\u6548\u4e26\u78ba\u4fdd\u70ba\u9ad8\u98a8\u96aa\u60c5\u5883\u4fdd\u7559\u4eba\u70ba\u5e79\u9810\u3002\u9019\u4e9b\u8cac\u4efb\u61c9\u5728\u4f01\u696d\u9ad8\u968e\u9818\u5c0e\u5c64\u4e2d\u9054\u6210\u4e00\u81f4\uff0c\u4e26\u660e\u78ba\u50b3\u9054\u7d66\u7ba1\u7406\u8005\uff0c\u4ee5\u4fbf\u4ed6\u5011\u5145\u5206\u4e86\u89e3\u81ea\u5df1\u5728\u9019\u4e9b\u60c5\u6cc1\u4e0b\u7684\u8cac\u4efb\u3002<\/p>\n<p><strong>4. \u70ba\u5275\u5efa\u5176\u4ed6\u4eba\u5de5\u667a\u6167\u7cfb\u7d71\u7684\u4ee3\u7406\u4eba\u5de5\u667a\u6167\u505a\u597d\u6e96\u5099\u3002<\/strong> \u672a\u80fd\u8003\u616e\u5230\u5176\u4ed6\u4eba\u5de5\u667a\u6167\u7cfb\u7d71\u81ea\u4e3b\u958b\u767c\u6216\u4fee\u6539\u7684\u4eba\u5de5\u667a\u6167\u7cfb\u7d71\u53ef\u80fd\u6703\u5c0e\u81f4\u7d44\u7e54\u4e2d\u51fa\u73fe\u986f\u8457\u7684\u53ef\u898b\u6027\u5dee\u8ddd\u3002\u8b58\u5225\u548c\u6574\u5408\u9019\u4e9b\u65b0\u8208\u7cfb\u7d71\u5c0d\u65bc\u5b9a\u7fa9\u4f01\u696d\u4e2d\u4eba\u5de5\u667a\u6167\u7684\u7bc4\u570d\u81f3\u95dc\u91cd\u8981\u3002\u4e0d\u8003\u616e\u4eba\u5de5\u667a\u6167\u5f8c\u4ee3\u7684\u6cbb\u7406\u7d50\u69cb\u548c\u7ba1\u7406\u65b9\u6cd5\u5c07\u52a9\u9577\u800c\u4e0d\u662f\u6e1b\u8f15\u4eba\u5de5\u667a\u6167\u76f8\u95dc\u98a8\u96aa\u3002<\/p>\n<p><strong>5. \u7576\u8ac7\u5230\u4ee3\u7406\u4eba\u5de5\u667a\u6167\u6642\uff0c\u5c07\u96b1\u5f0f\u986f\u5f0f\u5316\u3002 <\/strong> \u7531\u65bc\u4ee3\u7406\u4eba\u5de5\u667a\u6167\u7cfb\u7d71\u9700\u8981\u660e\u78ba\u5b9a\u7fa9\u7684\u898f\u5247\u548c\u95be\u503c\uff0c\u7d44\u7e54\u61c9\u660e\u78ba\u4ee3\u7406\u4eba\u5de5\u667a\u6167\u5728\u5176\u7ba1\u7406\u7d50\u69cb\u4e2d\u7684\u4f5c\u7528\u548c\u7bc4\u570d\u3002\u6b63\u5982\u4eba\u985e\u52de\u52d5\u529b\u900f\u904e\u65e8\u5728\u78ba\u4fdd\u554f\u8cac\u5236\u7684\u5206\u5c64\u6216\u7d50\u69cb\u5316\u7ba1\u7406\u7cfb\u7d71\u9032\u884c\u64f4\u5c55\u4e00\u6a23\uff0c\u4ee3\u7406\u4eba\u5de5\u667a\u6167\u5728\u52de\u52d5\u529b\u4e2d\u7684\u6574\u5408\u4e5f\u9700\u8981\u5c0d\u5176\u7bc4\u570d\u6709\u6e05\u6670\u7684\u7406\u89e3\u548c\u95e1\u660e\uff0c\u4e26\u5728\u9019\u4e9b\u7d44\u7e54\u6846\u67b6\u4e2d\u6df1\u601d\u719f\u616e\u5730\u95e1\u660e\u5176\u89d2\u8272\uff0c\u5305\u62ec\u5b83\u8207\u65e5\u76ca\u8d85\u4eba\u7684\u52de\u52d5\u529b\u4e2d\u7684\u4eba\u985e\u7d44\u6210\u90e8\u5206\u7684\u95dc\u4fc2\u3002<\/p>\n\n    \n  \n\n    \n    \n    <div class=\"article-left-col--footer\">\n        <section class=\"article-topics\">\n    <h4 class=\"article-topics__title\">\u4e3b\u984c<\/h4>\n    \n<\/section>\n            <section class=\"article-section\">\n\n        <h4 class=\"article-section__title\">\u8ca0\u8cac\u4efb\u7684\u4eba\u5de5\u667a\u6167<\/h4>\n        <p>\n            \u8ca0\u8cac\u4efb\u7684\u4eba\u5de5\u667a\u6167\u8a08\u756b\u8457\u773c\u65bc\u7d44\u7e54\u5982\u4f55\u5b9a\u7fa9\u548c\u8655\u7406\u8ca0\u8cac\u4efb\u7684\u4eba\u5de5\u667a\u6167\u5be6\u8e10\u3001\u653f\u7b56\u548c\u6a19\u6e96\u3002\u8a72\u8a08\u5283\u501f\u9452\u5168\u7403\u9ad8\u7ba1\u8abf\u67e5\u548c\u898f\u6a21\u8f03\u5c0f\u7684\u7b56\u5283\u5c08\u5bb6\u5c0f\u7d44\uff0c\u6536\u96c6\u4f86\u81ea\u4e0d\u540c\u884c\u696d\u548c\u5730\u5340\u7684\u89c0\u9ede\uff0c\u65e8\u5728\u70ba\u6574\u500b\u884c\u696d\u7684\u9818\u5c0e\u8005\u63d0\u4f9b\u95dc\u65bc\u9019\u500b\u65b0\u8208\u4f46\u91cd\u8981\u7684\u91cd\u9ede\u9818\u57df\u7684\u53ef\u884c\u898b\u89e3\u3002        <\/p>\n        \n                    \n        \n        <a href=\"https:\/\/sloanreview.mit.edu\/big-ideas\/responsible-ai\/\" class=\"article-section__link\">\n              \n           \u672c\u7cfb\u5217\u7684\u66f4\u591a\u5167\u5bb9\n                      <\/a>\n\n    <\/section>\n    <\/div>\n\n        <div class=\"article-authors article-authors--sf\">\n        <h4 class=\"article-authors__title\">\u95dc\u65bc\u5c08\u5bb6\u7d44<\/h4>\n        <div class=\"article-authors__bio\">\n            <p><cite>\u9ebb\u7701\u7406\u5de5\u5b78\u9662\u65af\u9686\u7ba1\u7406\u8a55\u8ad6<\/cite> \u6ce2\u58eb\u9813\u9867\u554f\u5c0f\u7d44\u7d44\u6210\u4e86\u4e00\u500b\u7531 50 \u591a\u540d\u884c\u696d\u5f9e\u696d\u8005\u3001\u5b78\u8005\u3001\u7814\u7a76\u4eba\u54e1\u548c\u653f\u7b56\u5236\u5b9a\u8005\u7d44\u6210\u7684\u570b\u969b\u5c0f\u7d44\uff0c\u5206\u4eab\u4ed6\u5011\u5c0d\u8ca0\u8cac\u4efb\u4eba\u5de5\u667a\u6167\u76f8\u95dc\u6838\u5fc3\u554f\u984c\u7684\u770b\u6cd5\u3002\u5728\u4e94\u500b\u6708\u7684\u6642\u9593\u88e1\uff0c\u6211\u5011\u5c07\u8981\u6c42\u5c0f\u7d44\u6210\u54e1\u56de\u7b54\u8ca0\u8cac\u4efb\u7684\u4eba\u5de5\u667a\u6167\u7684\u554f\u984c\uff0c\u4e26\u7c21\u8981\u5730\u89e3\u91cb\u4ed6\u5011\u7684\u56de\u7b54\u3002\u8b80\u8005\u53ef\u4ee5\u5728\u6bcf\u7bc7\u6587\u7ae0\u5e95\u90e8\u7684\u5c0f\u7d44\u4e2d\u770b\u5230\u6240\u6709\u5c0f\u7d44\u6210\u54e1\u7684\u56de\u61c9\u548c\u8a55\u8ad6\uff0c\u4e26\u7e7c\u7e8c\u8a0e\u8ad6 <a href=\"https:\/\/www.linkedin.com\/groups\/13977401\/\" target=\"_blank\">\u9818\u5c0e\u8005\u4eba\u5de5\u667a\u6167<\/a>\uff0c\u4e00\u500b LinkedIn \u793e\u5340\uff0c\u65e8\u5728\u4fc3\u9032\u5fd7\u540c\u9053\u5408\u7684\u6280\u8853\u5c08\u5bb6\u548c\u9818\u5c0e\u8005\u4e4b\u9593\u7684\u5c0d\u8a71\u3002<\/p>\n<h4 class=\"article-authors__title mb10 mt50\" id=\"article-authors\">\u95dc\u65bc\u4f5c\u8005<\/h4>\n<p>\u4f0a\u9e97\u838e\u767d\u00b7M\u00b7\u96f7\u5c3c\u723e\u65af (Elizabeth M. Renieris) \u662f\u8a72\u96dc\u8a8c\u7684\u7279\u7d04\u7de8\u8f2f <cite>\u9ebb\u7701\u7406\u5de5\u5b78\u9662\u65af\u9686\u7ba1\u7406\u8a55\u8ad6<\/cite> \u8ca0\u8cac\u4efb\u7684\u4eba\u5de5\u667a\u6167\u5927\u5275\u610f\u9805\u76ee\uff0c\u725b\u6d25\u4eba\u5de5\u667a\u6167\u502b\u7406\u7814\u7a76\u6240\u9ad8\u7d1a\u7814\u7a76\u54e1\uff0c\u570b\u969b\u6cbb\u7406\u5275\u65b0\u4e2d\u5fc3\u9ad8\u7d1a\u7814\u7a76\u54e1\uff0c\u300a <cite>\u8d85\u8d8a\u6578\u64da\uff1a\u5728\u5143\u5b87\u5b99\u9ece\u660e\u6642\u596a\u56de\u4eba\u6b0a<\/cite> \uff08\u9ebb\u7701\u7406\u5de5\u5b78\u9662\u51fa\u7248\u793e\uff0c2023\uff09\u3002\u4e86\u89e3\u66f4\u591a\u95dc\u65bc\u5979\u7684\u5de5\u4f5c <a href=\"https:\/\/hackylawyer.com\/\" target=\"_blank\" rel=\"noopener\">\u9019\u88e1<\/a>\u3002\u5927\u885b\u57fa\u502b (David Kiron) \u662f <cite>\u9ebb\u7701\u7406\u5de5\u5b78\u9662\u65af\u9686\u7ba1\u7406\u8a55\u8ad6<\/cite> \u548c\u9019\u672c\u66f8\u7684\u5408\u8457\u8005 <cite>\u52de\u52d5\u529b\u751f\u614b\u7cfb\u7d71\uff1a\u900f\u904e\u4eba\u54e1\u3001\u5408\u4f5c\u5925\u4f34\u548c\u6280\u8853\u5be6\u73fe\u7b56\u7565\u76ee\u6a19<\/cite> \uff08\u9ebb\u7701\u7406\u5de5\u5b78\u9662\u51fa\u7248\u793e\uff0c2023\uff09\u3002 Steven Mills \u662f\u6ce2\u58eb\u9813\u9867\u554f\u516c\u53f8\u7684\u8463\u4e8b\u7e3d\u7d93\u7406\u517c\u5408\u5925\u4eba\uff0c\u64d4\u4efb\u9996\u5e2d\u4eba\u5de5\u667a\u6167\u9053\u5fb7\u9577\u3002 Anne Kleppe \u662f\u6ce2\u58eb\u9813\u9867\u554f\u516c\u53f8\u7684\u8463\u4e8b\u7e3d\u7d93\u7406\u517c\u5408\u5925\u4eba\uff0c\u64d4\u4efb\u8ca0\u8cac\u4efb\u4eba\u5de5\u667a\u6167\u7684\u5168\u7403\u8ca0\u8cac\u4eba\u3002<\/p>\n        <\/div>\n    <\/div>\n\n    \n    \n        \n\n    \n\n<\/div>\r\n\r\n<br>#\u91cd\u65b0\u5b9a\u7fa9#\u7ba1\u7406#\u8d85\u4eba#\u52de\u52d5\u529b","protected":false},"excerpt":{"rendered":"<p>\u4e3b\u984c \u8ca0\u8cac\u4efb\u7684 AI \u8ca0\u8cac\u4efb\u7684 AI \u8a08\u756b\u63a2\u8a0e\u7d44\u7e54\u5982\u4f55\u5b9a\u7fa9\u8207\u8655\u7406\u8ca0\u8cac\u4efb\u7684 AI \u5be6\u52d9\u3001\u653f\u7b56\u8207\u6a19\u6e96\u3002\u672c\u8a08\u756b\u900f\u904e\u5168\u7403\u4e3b\u7ba1\u8abf\u67e5\u8207\u5c0f\u578b\u5c08\u5bb6\u8a55\u5be9\u5c0f\u7d44\uff0c\u8490\u96c6\u4f86\u81ea\u4e0d\u540c\u9818\u57df\u8207\u5730\u57df\u7684\u89c0\u9ede\uff0c\u76ee\u7684\u662f\u91dd\u5c0d\u9019\u500b\u65b0\u8208\u4f46\u91cd\u8981\u7684\u91cd\u9ede\u9818\u57df\uff0c\u70ba\u9818\u5c0e\u8005\u63d0\u4f9b\u53ef\u884c\u7684\u898b\u89e3 [...] \u3002<\/p>","protected":false},"author":1,"featured_media":3211,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"footnotes":""},"categories":[9],"tags":[],"class_list":["post-3210","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>Redefining Management for a Superhuman Workforce - MORE SOURCING LTD<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/moresourcing.com\/zh_tw\/\u5927\u898f\u6a21\u7684\u4eba\u5de5\u667a\u6167\u91cd\u65b0\u5b9a\u7fa9\u7ba1\u7406\uff0c\u6253\u9020\u8d85\u4eba\u5de5\u4f5c\u5718\/\" \/>\n<meta property=\"og:locale\" content=\"zh_TW\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Redefining Management for a Superhuman Workforce\" \/>\n<meta property=\"og:description\" content=\"Topics Responsible AI The Responsible AI initiative looks at how organizations define and approach responsible AI practices, policies, and standards. 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