{"id":3990,"date":"2025-10-29T08:09:07","date_gmt":"2025-10-29T00:09:07","guid":{"rendered":"https:\/\/moresourcing.com\/the-three-obstacles-slowing-responsible-ai\/"},"modified":"2025-10-29T08:09:07","modified_gmt":"2025-10-29T00:09:07","slug":"the-three-obstacles-slowing-responsible-ai","status":"publish","type":"post","link":"https:\/\/moresourcing.com\/zh_tw\/the-three-obstacles-slowing-responsible-ai\/","title":{"rendered":"\u963b\u7919\u8ca0\u8cac\u4efb\u4eba\u5de5\u667a\u6167\u767c\u5c55\u7684\u4e09\u5927\u969c\u7919"},"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<figure class=\"article-inline\">\n<img fetchpriority=\"high\" decoding=\"async\" width=\"1290\" height=\"860\" alt=\"\" class=\"wp-image-123431\" srcset=\"https:\/\/moresourcing.com\/wp-content\/uploads\/2025\/10\/The-Three-Obstacles-Slowing-Responsible-AI.jpg 1290w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2025\/10\/2026WINTER_Isik-1290x860-1-300x200.jpg 300w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2025\/10\/2026WINTER_Isik-1290x860-1-150x100.jpg 150w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2025\/10\/2026WINTER_Isik-1290x860-1-768x512.jpg 768w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2025\/10\/2026WINTER_Isik-1290x860-1-764x509.jpg 764w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2025\/10\/2026WINTER_Isik-1290x860-1-382x255.jpg 382w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2025\/10\/2026WINTER_Isik-1290x860-1-870x580.jpg 870w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2025\/10\/2026WINTER_Isik-1290x860-1-435x290.jpg 435w\" data-lazy-sizes=\"(max-width: 1290px) 100vw, 1290px\" src=\"https:\/\/moresourcing.com\/wp-content\/uploads\/2025\/10\/The-Three-Obstacles-Slowing-Responsible-AI.jpg\"\/><img fetchpriority=\"high\" decoding=\"async\" width=\"1290\" height=\"860\" src=\"https:\/\/moresourcing.com\/wp-content\/uploads\/2025\/10\/The-Three-Obstacles-Slowing-Responsible-AI.jpg\" alt=\"\" class=\"wp-image-123431\" srcset=\"https:\/\/moresourcing.com\/wp-content\/uploads\/2025\/10\/The-Three-Obstacles-Slowing-Responsible-AI.jpg 1290w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2025\/10\/2026WINTER_Isik-1290x860-1-300x200.jpg 300w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2025\/10\/2026WINTER_Isik-1290x860-1-150x100.jpg 150w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2025\/10\/2026WINTER_Isik-1290x860-1-768x512.jpg 768w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2025\/10\/2026WINTER_Isik-1290x860-1-764x509.jpg 764w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2025\/10\/2026WINTER_Isik-1290x860-1-382x255.jpg 382w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2025\/10\/2026WINTER_Isik-1290x860-1-870x580.jpg 870w, https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2025\/10\/2026WINTER_Isik-1290x860-1-435x290.jpg 435w\" sizes=\"(max-width: 1290px) 100vw, 1290px\"\/><figcaption>\n<p class=\"attribution\">\u5b89\u5a1c\u548c\u57c3\u7433\u5a1c\u00b7\u5df4\u723e\u5e03\u7d22\/theispot.com<\/p>\n<\/figcaption><\/figure>\n<div class=\"article-summary\"><strong class=\"article-summary__strong\">\u6458\u8981\uff1a <\/strong><\/p>\n<p>\u8a31\u591a\u7d44\u7e54\u6253\u7b97\u6aa2\u67e5\u5176\u4eba\u5de5\u667a\u6167\u7cfb\u7d71\u7684\u516c\u5e73\u6027\u3001\u554f\u8cac\u5236\u548c\u900f\u660e\u5ea6\uff0c\u4f46\u7531\u65bc\u7d50\u69cb\u548c\u6587\u5316\u969c\u7919\u6216\u7f3a\u4e4f\u627f\u8afe\uff0c\u96e3\u4ee5\u5be6\u65bd\u8ca0\u200b\u200b\u8cac\u4efb\u7684\u4eba\u5de5\u667a\u6167\u6d41\u7a0b\u3002\u4f5c\u8005\u63a8\u85a6\u4e86\u4e94\u7a2e\u7b56\u7565\uff0c\u4f7f RAI \u5de5\u4f5c\u8d70\u4e0a\u6b63\u8ecc\uff1a\u5728\u5c08\u6848\u5c64\u9762\u5efa\u7acb\u6240\u6709\u6b0a\u3001\u5c07\u9053\u5fb7\u898f\u7bc4\u878d\u5165\u65e5\u5e38\u7a0b\u5e8f\u3001\u5c07\u9053\u5fb7\u98a8\u96aa\u8207\u696d\u52d9\u98a8\u96aa\u7d50\u5408\u3001\u734e\u52f5\u8ca0\u8cac\u4efb\u7684\u884c\u70ba\u4ee5\u53ca\u5be6\u8e10\u9053\u5fb7\u5224\u65b7\uff0c\u800c\u4e0d\u50c5\u50c5\u662f\u5408\u898f\u3002<\/p>\n<\/div>\n<div class=\"article-narration\">\n<p>    <a href=\"#narration\" id=\"narrationModal\" class=\"j-audio-trigger current-speed\" title=\"\u963b\u7919\u8ca0\u8cac\u4efb\u4eba\u5de5\u667a\u6167\u767c\u5c55\u7684\u4e09\u5927\u969c\u7919\"><br \/>\n        <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"50\" height=\"50\" viewbox=\"0 0 50 50\" fill=\"none\">\n            <g clip-path=\"url(#clip0_2534_8292)\">\n            <g clip-path=\"url(#clip1_2534_8292)\">\n            <path d=\"M25 50C38.8071 50 50 38.8071 50 25C50 11.1929 38.8071 0 25 0C11.1929 0 0 11.1929 0 25C0 38.8071 11.1929 50 25 50Z\" fill=\"#005B9C\"\/>\n            <path fill-rule=\"evenodd\" clip-rule=\"evenodd\" d=\"M19.985 25.0001V17.0708C19.985 16.5579 20.6336 16.2585 21.1033 16.5547L27.245 20.4252L33.6852 24.4837C34.0849 24.7358 34.0849 25.2645 33.6852 25.5166L27.245 29.5753L21.1033 33.4458C20.6336 33.7418 19.985 33.4423 19.985 32.9294V25.0001Z\" fill=\"white\"\/>\n            <\/g>\n            <\/g>\n            <defs>\n            <clippath id=\"clip0_2534_8292\">\n            <rect width=\"50\" height=\"50\" fill=\"white\"\/>\n            <\/clippath>\n            <clippath id=\"clip1_2534_8292\">\n            <rect width=\"50\" height=\"50\" fill=\"white\"\/>\n            <\/clippath>\n            <\/defs>\n        <\/svg><br \/>\n        <span>\u8046\u807d\u201c\u963b\u7919\u8ca0\u8cac\u4efb\u4eba\u5de5\u667a\u6167\u767c\u5c55\u7684\u4e09\u5927\u969c\u7919\u201d <span>(21:28)<\/span><\/span><br \/>\n    <\/a><\/p>\n<p>    <audio id=\"narration\" preload=\"none\" title=\"\u963b\u7919\u8ca0\u8cac\u4efb\u4eba\u5de5\u667a\u6167\u767c\u5c55\u7684\u4e09\u5927\u969c\u7919\"><source src=\"https:\/\/sloanreview.mit.edu\/wp-content\/uploads\/2025\/10\/Article-4-Winter-Obstacles-Narrated-Articles-teaser.mp3\" type=\"audio\/mpeg\"><\/source><\/audio><\/p>\n<\/div>\n<p><span class=\"smr-leadin\">2023 \u5e74 10 \u6708\uff0c\u7d10\u7d04\u5e02\u767c\u5e03<\/span> \u5176\u4eba\u5de5\u667a\u6167\u884c\u52d5\u8a08\u5283\uff0c\u516c\u958b\u627f\u8afe\u8ca0\u8cac\u4efb\u4e14\u900f\u660e\u5730\u4f7f\u7528\u4eba\u5de5\u667a\u6167\u3002\u8a72\u8a08\u5283\u5305\u62ec\u6307\u5c0e\u539f\u5247\u2014\u2014\u554f\u8cac\u5236\u3001\u516c\u5e73\u3001\u900f\u660e\u2014\u2014\u4ee5\u53ca\u8a2d\u7acb\u4e00\u500b\u65b0\u89d2\u8272\u4f86\u76e3\u7763\u5176\u8ca0\u8cac\u4efb\u7684\u5be6\u65bd\uff1a\u6f14\u7b97\u6cd5\u7ba1\u7406\u548c\u653f\u7b56\u5b98\u54e1\u3002<\/p>\n<p>\u4f46\u5230 2024 \u5e74\u521d\uff0c\u7ebd\u7ea6\u7684\u4eba\u5de5\u667a\u80fd\u96c4\u5fc3\u53d7\u5230\u5bc6\u5207\u5173\u6ce8\u3002\u4e8b\u5b9e\u8bc1\u660e\uff0c\u4e3a\u5411\u5c0f\u4f01\u4e1a\u4e3b\u63d0\u4f9b\u76d1\u7ba1\u6307\u5bfc\u800c\u90e8\u7f72\u7684\u804a\u5929\u673a\u5668\u4eba\u5f88\u5bb9\u6613\u7ed9\u51fa\u8bef\u5bfc\u6027\u7684\u5efa\u8bae\u3002\u5831\u544a\u986f\u793a\uff0c\u8a72\u7cfb\u7d71\u5411\u4f7f\u7528\u8005\u63d0\u4f9b\u6709\u95dc\u52de\u52d5\u6cd5\u548c\u8a31\u53ef\u8981\u6c42\u7684\u8aa4\u5c0e\u4fe1\u606f\uff0c\u4e26\u4e14\u5076\u723e\u6703\u5efa\u8b70\u53ef\u80fd\u5c0e\u81f4\u9055\u53cd\u76e3\u7ba1\u898f\u5b9a\u7684\u884c\u52d5\u3002<a id=\"reflink1\" class=\"reflink\" href=\"#ref1\">1<\/a> \u89c0\u5bdf\u5bb6\u4e0d\u50c5\u8cea\u7591\u8a72\u7cfb\u7d71\u7684\u6280\u8853\u6e96\u78ba\u6027\uff0c\u9084\u8cea\u7591\u8a72\u57ce\u5e02\u7684\u6cbb\u7406\u5354\u8b70\u3001\u76e3\u7763\u6a5f\u5236\u548c\u90e8\u7f72\u6d41\u7a0b\u3002\u9019\u8d77\u4e8b\u4ef6\u4e0d\u50c5\u5c0d\u516c\u5171\u6a5f\u69cb\u800c\u4e14\u5c0d\u4efb\u4f55\u5927\u898f\u6a21\u90e8\u7f72\u4eba\u5de5\u667a\u6167\u5de5\u5177\u7684\u7d44\u7e54\u4f86\u8aaa\u90fd\u662f\u4e00\u500b\u8b66\u793a\u3002<\/p>\n<p>\u9019\u500b\u6848\u4f8b\u53ea\u662f\u66f4\u5ee3\u6cdb\u6a21\u5f0f\u7684\u4e00\u500b\u4f8b\u5b50\u3002\u5404\u884c\u696d\u7684\u516c\u53f8\u90fd\u63a1\u7528\u4e86\u8ca0\u8cac\u4efb\u7684\u4eba\u5de5\u667a\u6167 (RAI) \u8a9e\u8a00\uff0c\u5f37\u8abf\u516c\u5e73\u3001\u554f\u8cac\u548c\u900f\u660e\u5ea6\u3002\u7136\u800c\uff0c\u7531\u65bc\u4eba\u5de5\u667a\u6167\u7cfb\u7d71\u4e0d\u65b7\u7522\u751f\u6709\u504f\u898b\u7684\u7d50\u679c\uff0c\u9055\u80cc\u53ef\u89e3\u91cb\u6027\u548c\u53ef\u89e3\u91cb\u6027\u8981\u6c42\uff0c\u4e26\u5f15\u767c\u7528\u6236\u7684\u5f37\u70c8\u53cd\u5c0d\uff0c\u5be6\u65bd\u5f80\u5f80\u9060\u9060\u843d\u5f8c\u65bc\u96c4\u5fc3\u3002<\/p>\n<p>\u4f5c\u70ba\u56de\u61c9\uff0c\u76e3\u7ba1\u6a5f\u69cb\u63a8\u51fa\u4e86\u4e00\u7cfb\u5217\u65b0\u653f\u7b56\uff0c\u5305\u62ec\u6b50\u76df\u7684\u4eba\u5de5\u667a\u6167\u6cd5\u6848\u3001\u52a0\u62ff\u5927\u7684\u4eba\u5de5\u667a\u6167\u548c\u6578\u64da\u6cd5\u6848\u4ee5\u53ca\u97d3\u570b\u66f4\u65b0\u7684\u4eba\u5de5\u667a\u6167\u6cd5\u898f\u2014\u2014\u6240\u6709\u9019\u4e9b\u90fd\u7d66\u7d44\u7e54\u5e36\u4f86\u4e86\u65b0\u7684\u58d3\u529b\uff0c\u8981\u6c42\u5176\u5be6\u65bd\u900f\u660e\u5ea6\u3001\u5b89\u5168\u6027\u548c\u4eba\u5de5\u76e3\u7763\u3002<\/p>\n<p>\u5118\u7ba1\u5982\u6b64\uff0c\u5373\u4f7f\u5728\u4e86\u89e3\u6f5b\u5728\u5371\u96aa\u7684\u516c\u53f8\u4e2d\uff0c\u9032\u5c55\u4ecd\u7136\u4e0d\u5e73\u8861\uff0c\u4ed6\u5011\u53ef\u80fd\u6703\u5728\u6d41\u7a0b\u4e2d\u5d4c\u5165\u932f\u8aa4\u6216\u504f\u898b\uff0c\u6216\u5927\u898f\u6a21\u5730\u72af\u4e0b\u610f\u60f3\u4e0d\u5230\u7684\u3001\u53ef\u80fd\u56b4\u91cd\u7684\u9053\u5fb7\u9055\u898f\u884c\u70ba\u3002<\/p>\n<h3>\u6ce8\u610f RAI \u5dee\u8ddd<\/h3>\n<p>\u900f\u904e\u63a1\u8a2a\u79d1\u6280\u3001\u91d1\u878d\u670d\u52d9\u3001\u91ab\u7642\u4fdd\u5065\u548c\u516c\u5171\u90e8\u9580\u7b49\u591a\u500b\u884c\u696d\u7684 20 \u591a\u540d\u4eba\u5de5\u667a\u6167\u9818\u5c0e\u8005\u3001\u9053\u5fb7\u5b98\u54e1\u548c\u9ad8\u968e\u7ba1\u7406\u4eba\u54e1\uff0c\u6211\u5011\u63a2\u8a0e\u4e86\u5f71\u97ff RAI \u8a08\u756b\u7684\u5167\u90e8\u52d5\u529b\u3002\u6211\u5011\u767c\u73fe\uff0c\u5728\u67d0\u4e9b\u60c5\u6cc1\u4e0b\uff0cRAI \u6846\u67b6\u53ea\u4e0d\u904e\u662f\u8072\u8b7d\u7684\u9580\u9762\uff0c\u7d44\u7e54\u6839\u672c\u7f3a\u4e4f\u5c0d\u5be6\u65bd\u63a8\u85a6\u5be6\u8e10\u7684\u627f\u8afe\u3002\u4f46\u6211\u5011\u4e5f\u767c\u73fe\u4e86\u53ef\u80fd\u963b\u6b62\u7d44\u7e54\u5c07\u5176\u539f\u5247\u8f49\u5316\u70ba\u6c38\u7e8c\u5be6\u8e10\u7684\u7d50\u69cb\u548c\u6587\u5316\u969c\u7919\u3002\u00a0\u7279\u5225\u662f\uff0c\u6211\u5011\u767c\u73fe\u4e86\u4e09\u500b\u53cd\u8986\u51fa\u73fe\u7684\u5dee\u8ddd\uff1b\u4e0b\u9762\uff0c\u6211\u5011\u5c07\u63a2\u8a0e\u5b83\u5011\u4e26\u63d0\u51fa\u4e00\u5957\u5f4c\u5408\u5b83\u5011\u7684\u5be6\u7528\u7b56\u7565\u3002<\/p>\n<p><strong>1. \u8cac\u4efb\u5dee\u8ddd\u3002<\/strong><\/p>\n<div class=\"article-authors\" id=\"article-authors\">\n<h4 class=\"article-authors__title\">\u95dc\u65bc\u4f5c\u8005<\/h4>\n<div class=\"article-authors__bio\">\n<p>\u00d6yk\u00fc I\u015f\u0131k \u662f\u570b\u969b\u7ba1\u7406\u767c\u5c55\u5b78\u9662 (IMD) \u6578\u4f4d\u7b56\u7565\u8207\u7db2\u8def\u5b89\u5168\u6559\u6388\u3002 Ankita Goswami \u662f IMD \u7684\u5916\u90e8\u7814\u7a76\u54e1\u3002<\/p>\n<\/div><\/div>\n<div class=\"article-ref\" id=\"article-ref\">\n<h4 class=\"article-ref__title\">\u53c3\u8003\u8cc7\u6599<\/h4>\n<div class=\"article-ref__list\">\n<p id=\"ref1\"><b>1.<\/b> C.\u840a\u5fb9\uff0c\u201c<a href=\"https:\/\/themarkup.org\/news\/2024\/03\/29\/nycs-ai-chatbot-tells-businesses-to-break-the-law\" target=\"_blank\">\u7d10\u7d04\u5e02\u7684\u4eba\u5de5\u667a\u6167\u804a\u5929\u6a5f\u5668\u4eba\u544a\u8a34\u4f01\u696d\u8981\u9055\u6cd5<\/a>\u201d\uff0cThe Markup\uff0c2024 \u5e74 3 \u6708 29 \u65e5\uff0chttps:\/\/themarkup.org\u3002<\/p>\n<p id=\"ref2\"><b>2.<\/b> R.\u8482\u5854\uff0c\u201c<a href=\"https:\/\/sloanreview.mit.edu\/article\/how-ai-skews-our-sense-of-responsibility\/\">\u4eba\u5de5\u667a\u6167\u5982\u4f55\u626d\u66f2\u6211\u5011\u7684\u8cac\u4efb\u611f<\/a>\u201d\uff0c\u300a\u9ebb\u7701\u7406\u5de5\u65af\u9686\u7ba1\u7406\u8a55\u8ad6\u300b65\uff0c\u7b2c 4 \u671f\uff082024 \u5e74\u590f\u5b63\uff09\uff1a18-19\u3002<\/p>\n<p id=\"ref3\"><b>3.<\/b> C. O\u2019Neil\u3001J. Appel \u548c S. Tyner-Monroe\uff0c\u2009\u201c<a href=\"https:\/\/sloanreview.mit.edu\/article\/auditing-algorithmic-risk\/\">\u5be9\u8a08\u6f14\u7b97\u6cd5\u98a8\u96aa<\/a>\u201d\uff0c\u300a\u9ebb\u7701\u7406\u5de5\u65af\u9686\u7ba1\u7406\u8a55\u8ad6\u300b65\uff0c\u7b2c 4 \u671f\uff082024 \u5e74\u590f\u5b63\uff09\uff1a30-37\u3002<\/p>\n<p id=\"ref4\"><b>4.<\/b> J.\u5f17\u91cc\u5fb7\u862d\uff0cD.B.\u5df4\u723e\u91d1\u548c K.O.R.\u7c73\u723e\u585e\u65af\uff0c\u201c<a href=\"https:\/\/sloanreview.mit.edu\/article\/the-hazards-of-putting-ethics-on-autopilot\/\">\u8b93\u9053\u5fb7\u8655\u65bc\u81ea\u52d5\u99d5\u99db\u72c0\u614b\u7684\u5371\u96aa<\/a>\u201d\uff0c\u300a\u9ebb\u7701\u7406\u5de5\u65af\u9686\u7ba1\u7406\u8a55\u8ad6\u300b65\uff0c\u7b2c 4 \u671f\uff082024 \u5e74\u590f\u5b63\uff09\uff1a9-11\u3002<\/p>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"article-doi\">\n    <a href=\"https:\/\/doi.org\/10.63383\/FBhK7635\" target=\"_blank\" class=\"article-doi__number\">https:\/\/doi.org\/10.63383\/FBhK7635<\/a>\n<\/div>\n<\/div>\n<p>#\u969c\u7919#\u653e\u6162#\u8cac\u4efb<\/p>","protected":false},"excerpt":{"rendered":"<p>Anna &amp; Elena Balbusso\/theispot.com \u6458\u8981\uff1a\u8a31\u591a\u7d44\u7e54\u6253\u7b97\u6aa2\u8996\u5176\u4eba\u5de5\u667a\u6167\u7cfb\u7d71\u7684\u516c\u5e73\u6027\u3001\u554f\u8cac\u5236\u548c\u900f\u660e\u5ea6\uff0c\u4f46\u7531\u65bc\u7d50\u69cb\u548c\u6587\u5316\u969c\u7919\u6216\u7f3a\u4e4f\u627f\u8afe\uff0c\u96e3\u4ee5\u5be6\u65bd\u8ca0\u200b\u200b\u8cac\u4efb\u7684\u4eba\u5de5\u667a\u6167\u6d41\u7a0b\u3002\u4f5c\u8005\u63a8\u85a6\u4e86\u4e94\u7a2e\u8b93 RAI \u5de5\u4f5c\u8d70\u4e0a\u6b63\u8ecc\u7684\u7b56\u7565\uff1a\u5c08\u6848\u5c64\u9762\u7684\u7d50\u69cb\u6240\u6709\u6b0a\u3001\u786c\u7dda\u9053\u5fb7 [...]<\/p>","protected":false},"author":1,"featured_media":3991,"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-3990","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>The Three Obstacles Slowing Responsible AI - 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\/the-three-obstacles-slowing-responsible-ai\/\" \/>\n<meta property=\"og:locale\" content=\"zh_TW\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"The Three Obstacles Slowing Responsible AI\" \/>\n<meta property=\"og:description\" content=\"Anna &amp; Elena Balbusso\/theispot.com Summary: Many organizations intend to check their AI systems for fairness, accountability, and transparency but struggle to implement responsible AI processes due to structural and cultural obstacles or a lack of commitment. The authors recommend five strategies to get RAI efforts on track: Structure ownership at the project level, hardwire ethics [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/moresourcing.com\/zh_tw\/the-three-obstacles-slowing-responsible-ai\/\" \/>\n<meta property=\"og:site_name\" content=\"MORE SOURCING LTD\" \/>\n<meta property=\"article:published_time\" content=\"2025-10-29T00:09:07+00:00\" \/>\n<meta name=\"author\" content=\"MS\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005:\" \/>\n\t<meta name=\"twitter:data1\" content=\"MS\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9810\u4f30\u95b1\u8b80\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"3 \u5206\u9418\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/moresourcing.com\/the-three-obstacles-slowing-responsible-ai\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/moresourcing.com\/the-three-obstacles-slowing-responsible-ai\/\"},\"author\":{\"name\":\"MS\",\"@id\":\"https:\/\/moresourcing.com\/#\/schema\/person\/2c9a233f0ad18413717419291cacdf69\"},\"headline\":\"The Three Obstacles Slowing Responsible AI\",\"datePublished\":\"2025-10-29T00:09:07+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/moresourcing.com\/the-three-obstacles-slowing-responsible-ai\/\"},\"wordCount\":579,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\/\/moresourcing.com\/#organization\"},\"image\":{\"@id\":\"https:\/\/moresourcing.com\/the-three-obstacles-slowing-responsible-ai\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/moresourcing.com\/wp-content\/uploads\/2025\/10\/2026WINTER_Isik-2400x1260-1-1200x630.jpg\",\"articleSection\":[\"Management\"],\"inLanguage\":\"zh-TW\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/moresourcing.com\/the-three-obstacles-slowing-responsible-ai\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/moresourcing.com\/the-three-obstacles-slowing-responsible-ai\/\",\"url\":\"https:\/\/moresourcing.com\/the-three-obstacles-slowing-responsible-ai\/\",\"name\":\"The Three Obstacles Slowing Responsible AI - MORE SOURCING LTD\",\"isPartOf\":{\"@id\":\"https:\/\/moresourcing.com\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/moresourcing.com\/the-three-obstacles-slowing-responsible-ai\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/moresourcing.com\/the-three-obstacles-slowing-responsible-ai\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/moresourcing.com\/wp-content\/uploads\/2025\/10\/2026WINTER_Isik-2400x1260-1-1200x630.jpg\",\"datePublished\":\"2025-10-29T00:09:07+00:00\",\"breadcrumb\":{\"@id\":\"https:\/\/moresourcing.com\/the-three-obstacles-slowing-responsible-ai\/#breadcrumb\"},\"inLanguage\":\"zh-TW\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/moresourcing.com\/the-three-obstacles-slowing-responsible-ai\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-TW\",\"@id\":\"https:\/\/moresourcing.com\/the-three-obstacles-slowing-responsible-ai\/#primaryimage\",\"url\":\"https:\/\/moresourcing.com\/wp-content\/uploads\/2025\/10\/2026WINTER_Isik-2400x1260-1-1200x630.jpg\",\"contentUrl\":\"https:\/\/moresourcing.com\/wp-content\/uploads\/2025\/10\/2026WINTER_Isik-2400x1260-1-1200x630.jpg\",\"width\":1200,\"height\":630},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/moresourcing.com\/the-three-obstacles-slowing-responsible-ai\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/moresourcing.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"The Three Obstacles Slowing Responsible AI\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/moresourcing.com\/#website\",\"url\":\"https:\/\/moresourcing.com\/\",\"name\":\"MORE SOURCING LTD\",\"description\":\"Your Global Trade Experts\",\"publisher\":{\"@id\":\"https:\/\/moresourcing.com\/#organization\"},\"alternateName\":\"MORE SOURCING LTD\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/moresourcing.com\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"zh-TW\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/moresourcing.com\/#organization\",\"name\":\"MORE SOURCING LTD\",\"url\":\"https:\/\/moresourcing.com\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-TW\",\"@id\":\"https:\/\/moresourcing.com\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/moresourcing.com\/wp-content\/uploads\/2025\/07\/cropped-cropped-MS-logo-02-scaled-2.png\",\"contentUrl\":\"https:\/\/moresourcing.com\/wp-content\/uploads\/2025\/07\/cropped-cropped-MS-logo-02-scaled-2.png\",\"width\":2558,\"height\":1273,\"caption\":\"MORE SOURCING LTD\"},\"image\":{\"@id\":\"https:\/\/moresourcing.com\/#\/schema\/logo\/image\/\"},\"ownershipFundingInfo\":\"https:\/\/moresourcing.com\/about-us\/\",\"ethicsPolicy\":\"https:\/\/moresourcing.com\/service\/\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/moresourcing.com\/#\/schema\/person\/2c9a233f0ad18413717419291cacdf69\",\"name\":\"MS\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-TW\",\"@id\":\"https:\/\/moresourcing.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/fcff4c53e422761d0d6db624cdaf171933d38385c2c22c13ce39ea3918a9cd66?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/fcff4c53e422761d0d6db624cdaf171933d38385c2c22c13ce39ea3918a9cd66?s=96&d=mm&r=g\",\"caption\":\"MS\"},\"sameAs\":[\"https:\/\/moresourcing.com\"],\"url\":\"https:\/\/moresourcing.com\/zh_tw\/author\/moresourcing\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"\u963b\u7919\u8ca0\u8cac\u4efb\u4eba\u5de5\u667a\u6167\u767c\u5c55\u7684\u4e09\u5927\u969c\u7919 - MORE SOURCING LTD","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/moresourcing.com\/zh_tw\/the-three-obstacles-slowing-responsible-ai\/","og_locale":"zh_TW","og_type":"article","og_title":"The Three Obstacles Slowing Responsible AI","og_description":"Anna &amp; Elena Balbusso\/theispot.com Summary: Many organizations intend to check their AI systems for fairness, accountability, and transparency but struggle to implement responsible AI processes due to structural and cultural obstacles or a lack of commitment. The authors recommend five strategies to get RAI efforts on track: Structure ownership at the project level, hardwire ethics [&hellip;]","og_url":"https:\/\/moresourcing.com\/zh_tw\/the-three-obstacles-slowing-responsible-ai\/","og_site_name":"MORE SOURCING LTD","article_published_time":"2025-10-29T00:09:07+00:00","author":"MS","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005:":"MS","\u9810\u4f30\u95b1\u8b80\u6642\u9593":"3 \u5206\u9418"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/moresourcing.com\/the-three-obstacles-slowing-responsible-ai\/#article","isPartOf":{"@id":"https:\/\/moresourcing.com\/the-three-obstacles-slowing-responsible-ai\/"},"author":{"name":"MS","@id":"https:\/\/moresourcing.com\/#\/schema\/person\/2c9a233f0ad18413717419291cacdf69"},"headline":"The Three Obstacles Slowing Responsible AI","datePublished":"2025-10-29T00:09:07+00:00","mainEntityOfPage":{"@id":"https:\/\/moresourcing.com\/the-three-obstacles-slowing-responsible-ai\/"},"wordCount":579,"commentCount":0,"publisher":{"@id":"https:\/\/moresourcing.com\/#organization"},"image":{"@id":"https:\/\/moresourcing.com\/the-three-obstacles-slowing-responsible-ai\/#primaryimage"},"thumbnailUrl":"https:\/\/moresourcing.com\/wp-content\/uploads\/2025\/10\/2026WINTER_Isik-2400x1260-1-1200x630.jpg","articleSection":["Management"],"inLanguage":"zh-TW","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/moresourcing.com\/the-three-obstacles-slowing-responsible-ai\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/moresourcing.com\/the-three-obstacles-slowing-responsible-ai\/","url":"https:\/\/moresourcing.com\/the-three-obstacles-slowing-responsible-ai\/","name":"\u963b\u7919\u8ca0\u8cac\u4efb\u4eba\u5de5\u667a\u6167\u767c\u5c55\u7684\u4e09\u5927\u969c\u7919 - MORE SOURCING LTD","isPartOf":{"@id":"https:\/\/moresourcing.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/moresourcing.com\/the-three-obstacles-slowing-responsible-ai\/#primaryimage"},"image":{"@id":"https:\/\/moresourcing.com\/the-three-obstacles-slowing-responsible-ai\/#primaryimage"},"thumbnailUrl":"https:\/\/moresourcing.com\/wp-content\/uploads\/2025\/10\/2026WINTER_Isik-2400x1260-1-1200x630.jpg","datePublished":"2025-10-29T00:09:07+00:00","breadcrumb":{"@id":"https:\/\/moresourcing.com\/the-three-obstacles-slowing-responsible-ai\/#breadcrumb"},"inLanguage":"zh-TW","potentialAction":[{"@type":"ReadAction","target":["https:\/\/moresourcing.com\/the-three-obstacles-slowing-responsible-ai\/"]}]},{"@type":"ImageObject","inLanguage":"zh-TW","@id":"https:\/\/moresourcing.com\/the-three-obstacles-slowing-responsible-ai\/#primaryimage","url":"https:\/\/moresourcing.com\/wp-content\/uploads\/2025\/10\/2026WINTER_Isik-2400x1260-1-1200x630.jpg","contentUrl":"https:\/\/moresourcing.com\/wp-content\/uploads\/2025\/10\/2026WINTER_Isik-2400x1260-1-1200x630.jpg","width":1200,"height":630},{"@type":"BreadcrumbList","@id":"https:\/\/moresourcing.com\/the-three-obstacles-slowing-responsible-ai\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/moresourcing.com\/"},{"@type":"ListItem","position":2,"name":"The Three Obstacles Slowing Responsible AI"}]},{"@type":"WebSite","@id":"https:\/\/moresourcing.com\/#website","url":"https:\/\/moresourcing.com\/","name":"\u66f4\u591a\u63a1\u8cfc\u6709\u9650\u516c\u53f8","description":"\u60a8\u7684\u5168\u7403\u8cbf\u6613\u5c08\u5bb6","publisher":{"@id":"https:\/\/moresourcing.com\/#organization"},"alternateName":"MORE SOURCING LTD","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/moresourcing.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-TW"},{"@type":"Organization","@id":"https:\/\/moresourcing.com\/#organization","name":"\u66f4\u591a\u63a1\u8cfc\u6709\u9650\u516c\u53f8","url":"https:\/\/moresourcing.com\/","logo":{"@type":"ImageObject","inLanguage":"zh-TW","@id":"https:\/\/moresourcing.com\/#\/schema\/logo\/image\/","url":"https:\/\/moresourcing.com\/wp-content\/uploads\/2025\/07\/cropped-cropped-MS-logo-02-scaled-2.png","contentUrl":"https:\/\/moresourcing.com\/wp-content\/uploads\/2025\/07\/cropped-cropped-MS-logo-02-scaled-2.png","width":2558,"height":1273,"caption":"MORE SOURCING LTD"},"image":{"@id":"https:\/\/moresourcing.com\/#\/schema\/logo\/image\/"},"ownershipFundingInfo":"https:\/\/moresourcing.com\/about-us\/","ethicsPolicy":"https:\/\/moresourcing.com\/service\/"},{"@type":"Person","@id":"https:\/\/moresourcing.com\/#\/schema\/person\/2c9a233f0ad18413717419291cacdf69","name":"MS","image":{"@type":"ImageObject","inLanguage":"zh-TW","@id":"https:\/\/moresourcing.com\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/fcff4c53e422761d0d6db624cdaf171933d38385c2c22c13ce39ea3918a9cd66?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/fcff4c53e422761d0d6db624cdaf171933d38385c2c22c13ce39ea3918a9cd66?s=96&d=mm&r=g","caption":"MS"},"sameAs":["https:\/\/moresourcing.com"],"url":"https:\/\/moresourcing.com\/zh_tw\/author\/moresourcing\/"}]}},"_links":{"self":[{"href":"https:\/\/moresourcing.com\/zh_tw\/wp-json\/wp\/v2\/posts\/3990","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/moresourcing.com\/zh_tw\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/moresourcing.com\/zh_tw\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/moresourcing.com\/zh_tw\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/moresourcing.com\/zh_tw\/wp-json\/wp\/v2\/comments?post=3990"}],"version-history":[{"count":0,"href":"https:\/\/moresourcing.com\/zh_tw\/wp-json\/wp\/v2\/posts\/3990\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/moresourcing.com\/zh_tw\/wp-json\/wp\/v2\/media\/3991"}],"wp:attachment":[{"href":"https:\/\/moresourcing.com\/zh_tw\/wp-json\/wp\/v2\/media?parent=3990"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/moresourcing.com\/zh_tw\/wp-json\/wp\/v2\/categories?post=3990"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/moresourcing.com\/zh_tw\/wp-json\/wp\/v2\/tags?post=3990"}],"curies":[{"name":"\u53ef\u6fd5\u6027\u7c89\u5291","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}