{"id":1073763,"date":"2024-06-25T14:03:28","date_gmt":"2024-06-25T21:03:28","guid":{"rendered":"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/?post_type=msr-blog-post&#038;p=1073763"},"modified":"2024-09-25T04:21:24","modified_gmt":"2024-09-25T11:21:24","slug":"7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale","status":"publish","type":"msr-blog-post","link":"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/articles\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale\/","title":{"rendered":"\u6784\u5efa\u8d1f\u8d23\u4efb\u4e14\u5927\u89c4\u6a21\u7684\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u7684\u4e03\u4e2a\u542f\u793a"},"content":{"rendered":"\n<p><em>\u4f5c\u8005\uff1aSally Beatty<\/em><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"768\" height=\"768\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-1-768x768-1.jpeg\" alt=\"decorative AI-generated graphic\" class=\"wp-image-1073766\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-1-768x768-1.jpeg 768w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-1-768x768-1-300x300.jpeg 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-1-768x768-1-150x150.jpeg 150w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-1-768x768-1-180x180.jpeg 180w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-1-768x768-1-360x360.jpeg 360w\" sizes=\"auto, (max-width: 768px) 100vw, 768px\" \/><\/figure>\n\n\n\n<p>2023\u5e74\uff0c\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u53d6\u5f97\u4e86\u5de8\u5927\u7684\u8fdb\u6b65\uff0c\u4eba\u4eec\u73b0\u5728\u7528\u6587\u5b57\u5c31\u80fd\u521b\u9020\u51fa\u903c\u771f\u7684\u753b\u9762\uff0c\u501f\u52a9\u5fae\u8f6f\u7684 Copilot 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id=\"1-\u8ba9rai\u6210\u4e3a\u57fa\u7840-\u800c\u4e0d\u662f\u4ea1\u7f8a\u8865\u7262\">#1\uff1a\u8ba9RAI\u6210\u4e3a\u57fa\u7840\uff0c\u800c\u4e0d\u662f\u4ea1\u7f8a\u8865\u7262<\/h2>\n\n\n\n<figure class=\"wp-block-image alignright size-medium\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"300\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-2-768x768-1-300x300.jpeg\" alt=\"decorative AI-generated graphic\" class=\"wp-image-1073769\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-2-768x768-1-300x300.jpeg 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-2-768x768-1-150x150.jpeg 150w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-2-768x768-1-180x180.jpeg 180w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-2-768x768-1-360x360.jpeg 360w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-2-768x768-1.jpeg 768w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/figure>\n\n\n\n<p>RAI 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Standard\uff09\u3002\u8be5\u6807\u51c6\u8be6\u7ec6\u5217\u51fa\u4e86\u4eba\u5de5\u667a\u80fd\u4ea7\u54c1\u5f00\u53d1\u7684\u8981\u6c42\uff0c\u5305\u62ec\u8bc4\u4f30\u65b0\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u53ef\u80fd\u5e26\u6765\u7684\u5f71\u54cd\u3001\u5236\u5b9a\u8ba1\u5212\u4ee5\u5e94\u5bf9\u53ef\u80fd\u51fa\u73b0\u7684\u672a\u77e5\u95ee\u9898\u3001\u53ca\u65f6\u786e\u8ba4\u5fc5\u8981\u7684\u9650\u5236\u6216\u53d8\u66f4\u63aa\u65bd\u7b49\uff0c\u4ee5\u786e\u4fdd\u5ba2\u6237\u3001\u5408\u4f5c\u4f19\u4f34\u4ee5\u53ca\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u7684\u4f7f\u7528\u8005\u80fd\u591f\u505a\u51fa\u660e\u667a\u7684\u9009\u62e9\u3002<\/p>\n\n\n\n<p>\u5fae\u8f6f\u8fd8\u5728\u5f3a\u5236\u6027\u57f9\u8bad\u65b9\u9762\u8fdb\u884c\u4e86\u6295\u8d44\uff0c\u5e0c\u671b\u63d0\u5347\u5168\u4f53\u5458\u5de5\u5bf9\u8d1f\u8d23\u4efb\u5730\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u7684\u610f\u8bc6\u548c\u7406\u89e3\u3002\u622a\u81f32023\u5e74\u5e95\uff0c99%\u7684\u5458\u5de5\u5df2\u7ecf\u5b8c\u6210\u4e86\u76f8\u5173\u57f9\u8bad\u3002<\/p>\n\n\n\n<p>Natasha Crampton \u8bf4\uff1a\u201c\u6211\u4eec\u4e0d\u80fd\u5c06 RAI \u5f53\u6210\u4ea7\u54c1\u53d1\u8d27\u524d\u7684\u2018\u68c0\u67e5\u6e05\u5355\u2019\u3002\u6211\u4eec\u9700\u8981\u4ece\u4e00\u5f00\u59cb\u5c31\u5c06\u5176\u878d\u5165\u5230\u4ea7\u54c1\u7684\u5236\u9020\u8fc7\u7a0b\u4e2d\uff0c\u5e76\u786e\u4fdd\u516c\u53f8\u7684\u6bcf\u4e2a\u4eba\u4ece\u4e00\u5f00\u59cb\u5c31\u8003\u8651 RAI \u95ee\u9898\u3002\u201d<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"2-\u505a\u597d\u5feb\u901f\u53d1\u5c55\u7684\u51c6\u5907\">#2\uff1a\u505a\u597d\u5feb\u901f\u53d1\u5c55\u7684\u51c6\u5907<\/h2>\n\n\n\n<figure class=\"wp-block-image alignright size-medium\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"300\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-3-768x768-1-300x300.jpeg\" alt=\"decorative AI-generated graphic\" class=\"wp-image-1073772\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-3-768x768-1-300x300.jpeg 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-3-768x768-1-150x150.jpeg 150w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-3-768x768-1-180x180.jpeg 180w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-3-768x768-1-360x360.jpeg 360w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-3-768x768-1.jpeg 768w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/figure>\n\n\n\n<p>\u4eba\u5de5\u667a\u80fd\u4ea7\u54c1\u7684\u5f00\u53d1\u662f\u52a8\u6001\u7684\u3002\u4e3a\u4e86\u5e7f\u6cdb\u5730\u63a8\u5e7f\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\uff0c\u6211\u4eec\u5fc5\u987b\u5feb\u901f\u6574\u5408\u6765\u81ea\u4f17\u591a\u8bd5\u70b9\u9879\u76ee\u7684\u7528\u6237\u53cd\u9988\uff0c\u5e76\u6301\u7eed\u4e0e\u7528\u6237\u4fdd\u6301\u4e92\u52a8\u2014\u2014\u8fd9\u4e0d\u4ec5\u53ef\u4ee5\u4e86\u89e3\u968f\u7740\u65b0\u6280\u672f\u88ab\u66f4\u591a\u4eba\u91c7\u7528\u800c\u51fa\u73b0\u7684\u95ee\u9898\uff0c\u8fd8\u80fd\u63a2\u7d22\u5982\u4f55\u63d0\u5347\u7528\u6237\u4f53\u9a8c\uff0c\u4f7f\u4ea7\u54c1\u66f4\u5177\u5438\u5f15\u529b\u3002<\/p>\n\n\n\n<p>\u6b63\u662f\u901a\u8fc7\u8fd9\u4e00\u8fc7\u7a0b\uff0c\u5fae\u8f6f\u51b3\u5b9a\u63d0\u4f9b\u4e0d\u540c\u7684\u5bf9\u8bdd\u6837\u5f0f\u2014\u2014\u66f4\u6709\u521b\u9020\u529b\u3001\u66f4\u5e73\u8861\u6216\u66f4\u7cbe\u786e\u7684\u6a21\u5f0f\u2014\u2014\u4f5c\u4e3a Bing \u641c\u7d22\u5f15\u64ce Copilot \u7684\u4e00\u90e8\u5206\u3002<\/p>\n\n\n\n<p>Sarah Bird \u5f3a\u8c03\uff1a\u201c\u6211\u4eec\u9700\u8981\u5171\u540c\u8fdb\u884c\u4e00\u4e2a\u5b9e\u9a8c\u5468\u671f\uff0c\u6765\u5c1d\u8bd5\u591a\u79cd\u53ef\u80fd\u6027\u3002\u540c\u65f6\u901a\u8fc7\u8fd9\u4e00\u8fc7\u7a0b\uff0c\u6c72\u53d6\u5b9d\u8d35\u7684\u7ecf\u9a8c\uff0c\u5e76\u636e\u6b64\u5bf9\u4ea7\u54c1\u8fdb\u884c\u76f8\u5e94\u7684\u4f18\u5316\u3001\u8c03\u6574\u3002\u201d<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"3-\u96c6\u4e2d\u53d1\u5c55\u4ece\u800c\u66f4\u5feb\u5b9e\u73b0\u89c4\u6a21\u5316\">#3\uff1a\u96c6\u4e2d\u53d1\u5c55\u4ece\u800c\u66f4\u5feb\u5b9e\u73b0\u89c4\u6a21\u5316<\/h2>\n\n\n\n<figure class=\"wp-block-image alignright size-medium\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"300\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-4-768x768-1-300x300.jpeg\" alt=\"decorative AI-generated graphic\" class=\"wp-image-1073775\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-4-768x768-1-300x300.jpeg 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-4-768x768-1-150x150.jpeg 150w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-4-768x768-1-180x180.jpeg 180w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-4-768x768-1-360x360.jpeg 360w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-4-768x768-1.jpeg 768w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/figure>\n\n\n\n<p>\u968f\u7740 Microsoft Copilot \u7684\u63a8\u51fa\uff0c\u5fae\u8f6f\u5f00\u59cb\u5c06\u4eba\u5de5\u667a\u80fd\u6280\u672f\u6574\u5408\u81f3\u65d7\u4e0b\u6240\u6709\u4ea7\u54c1\u4e2d\uff0c\u6240\u4ee5\u516c\u53f8\u9700\u8981\u6784\u5efa\u4e00\u4e2a\u66f4\u52a0\u96c6\u4e2d\u5316\u7684\u7cfb\u7edf\u6765\u786e\u4fdd\u6240\u6709\u53d1\u5e03\u7684\u4ea7\u54c1\u5747\u8fbe\u5230\u7edf\u4e00\u7684\u9ad8\u6807\u51c6\u3002\u4e3a\u6b64\uff0c\u5fae\u8f6f\u6b63\u5728 Azure AI \u4e2d\u5f00\u53d1\u4e00\u4e2a RAI \u6280\u672f\u6808\uff0c\u4ee5\u4fbf\u56e2\u961f\u80fd\u591f\u4f9d\u9760\u7edf\u4e00\u7684\u5de5\u5177\u548c\u6d41\u7a0b\u3002<\/p>\n\n\n\n<p>\u6b64\u5916\uff0c\u5fae\u8f6f RAI \u4e13\u5bb6\u56e2\u961f\u8fd8\u5f00\u521b\u4e86\u4e00\u5957\u65b0\u7684\u7ba1\u7406\u65b9\u6cd5\uff0c\u7528\u4ee5\u96c6\u4e2d\u7ba1\u7406\u4ea7\u54c1\u53d1\u5e03\u7684\u8bc4\u4f30\u548c\u5ba1\u6279\u8fc7\u7a0b\u3002\u4f9d\u636e\u201c\u5171\u8bc6\u9a71\u52a8\u6846\u67b6\u201d\uff0c\u8be5\u56e2\u961f\u5728\u6280\u672f\u6808\u7684\u6bcf\u4e2a\u5c42\u9762\uff0c\u4ee5\u53ca\u4ea7\u54c1\u53d1\u5e03\u7684\u524d\u3001\u4e2d\u3001\u540e\u9636\u6bb5\uff0c\u90fd\u4f1a\u5ba1\u67e5\u4ea7\u54c1\u56e2\u961f\u5728\u8bc6\u522b\u3001\u8bc4\u4f30\u548c\u7ba1\u7406\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u53ef\u80fd\u5e26\u6765\u7684\u98ce\u9669\u65f6\u6240\u91c7\u53d6\u7684\u63aa\u65bd\u3002\u540c\u65f6\uff0c\u56e2\u961f\u4e5f\u4f1a\u8003\u8651\u6d4b\u8bd5\u3001\u5a01\u80c1\u5efa\u6a21\u548c\u201cRed Teaming\u201d\uff08\u4e00\u79cd\u901a\u8fc7\u5c1d\u8bd5\u7834\u574f\u6216\u89c4\u907f\u5b89\u5168\u529f\u80fd\u6765\u5bf9\u65b0\u7684\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6280\u672f\u8fdb\u884c\u538b\u529b\u6d4b\u8bd5\u7684\u65b9\u6cd5\uff09\u4e2d\u6536\u96c6\u7684\u6570\u636e\u3002<\/p>\n\n\n\n<p>\u901a\u8fc7\u96c6\u4e2d\u5316\u7684\u5ba1\u67e5\u6d41\u7a0b\uff0c\u5fae\u8f6f\u80fd\u591f\u66f4\u6709\u6548\u5730\u53d1\u73b0\u5e76\u51cf\u5c11\u4ea7\u54c1\u7ec4\u5408\u4e2d\u7684\u6f5c\u5728\u5b89\u5168\u6f0f\u6d1e\uff0c\u5236\u5b9a\u6700\u4f73\u5b9e\u8df5\u7b56\u7565\uff0c\u5e76\u786e\u4fdd\u4e0e\u516c\u53f8\u5185\u90e8\u4ee5\u53ca\u5fae\u8f6f\u5916\u90e8\u7684\u5ba2\u6237\u548c\u5f00\u53d1\u8005\u7684\u4fe1\u606f\u80fd\u591f\u5f97\u5230\u53ca\u65f6\u5171\u4eab\u3002<\/p>\n\n\n\n<p>Sarah Bird \u8bf4\uff1a\u201c\u6280\u672f\u53d1\u5c55\u65e5\u65b0\u6708\u5f02\u3002\u6211\u4eec\u5fc5\u987b\u771f\u6b63\u96c6\u4e2d\u7cbe\u529b\u4e00\u8e74\u5373\u81f3\uff0c\u7136\u540e\u6700\u5927\u9650\u5ea6\u5730\u5229\u7528\u8fd9\u4e9b\u7ecf\u9a8c\u6559\u8bad\u3002\u201d<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"4-\u4e3a\u4eba\u4eec\u660e\u786e\u4fe1\u606f\u6765\u6e90\">#4\uff1a\u4e3a\u4eba\u4eec\u660e\u786e\u4fe1\u606f\u6765\u6e90<\/h2>\n\n\n\n<figure class=\"wp-block-image alignright size-medium\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"300\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-5-768x768-1-300x300.jpeg\" alt=\"decorative AI-generated graphic\" class=\"wp-image-1073778\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-5-768x768-1-300x300.jpeg 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-5-768x768-1-150x150.jpeg 150w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-5-768x768-1-180x180.jpeg 180w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-5-768x768-1-360x360.jpeg 360w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-5-768x768-1.jpeg 768w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/figure>\n\n\n\n<p>\u4eba\u5de5\u667a\u80fd\u6280\u672f\u5728\u521b\u5efa\u903c\u771f\u7684\u5408\u6210\u89c6\u9891\u3001\u97f3\u9891\u548c\u56fe\u50cf\u65b9\u9762\u7684\u80fd\u529b\u65e5\u76ca\u7cbe\u8fdb\uff0c\u56e0\u6b64\u7528\u6237\u80fd\u591f\u8bc6\u522b\u51fa\u4eba\u5de5\u667a\u80fd\u751f\u6210\u5185\u5bb9\u7684\u51fa\u5904\u548c\u6765\u6e90\u5c31\u53d8\u5f97\u5c24\u4e3a\u5173\u952e\u3002<\/p>\n\n\n\n<p>\u4eca\u5e742\u6708\uff0c\u5fae\u8f6f\u8054\u540819\u5bb6\u4f01\u4e1a\u7b7e\u7f72\u4e86\u4e00\u7cfb\u5217\u81ea\u613f\u6027\u627f\u8bfa\uff0c\u65e8\u5728\u57282024\u5e74\u7f8e\u56fd\u5927\u9009\u671f\u95f4\u6253\u51fb\u4eba\u5de5\u667a\u80fd\u7684\u6b3a\u8bc8\u6027\u4f7f\u7528\u4ee5\u53ca\u6f5c\u5728\u7684 deepfakes \u6280\u672f\u7684\u6ee5\u7528\u3002\u627f\u8bfa\u5185\u5bb9\u5305\u62ec\u5f00\u53d1\u529f\u80fd\u4ee5\u963b\u6b62\u521b\u5efa\u8bef\u5bfc\u516c\u4f17\u7684\u865a\u5047\u56fe\u50cf\uff0c\u5d4c\u5165\u5143\u6570\u636e\u4ee5\u8ffd\u6eaf\u56fe\u50cf\u7684\u6765\u6e90\uff0c\u5e76\u4e3a\u5019\u9009\u4eba\u63d0\u4f9b\u4e00\u79cd\u673a\u5236\uff0c\u4f7f\u4ed6\u4eec\u80fd\u591f\u4e3e\u62a5\u81ea\u5df1\u88ab deepfakes \u6280\u672f\u4f2a\u9020\u7684\u56fe\u50cf\u3002<\/p>\n\n\n\n<p>\u5fae\u8f6f\u5df2\u7ecf\u5f00\u53d1\u5e76\u90e8\u7f72\u4e86\u5a92\u4f53\u6765\u6e90\u529f\u80fd\uff08\u53c8\u79f0\u201c\u5185\u5bb9\u51ed\u8bc1\u201d\uff09\uff0c\u5141\u8bb8\u7528\u6237\u9a8c\u8bc1\u56fe\u7247\u6216\u89c6\u9891\u662f\u5426\u7531\u4eba\u5de5\u667a\u80fd\u751f\u6210\u3002\u8fd9\u4e00\u529f\u80fd\u4f7f\u7528\u52a0\u5bc6\u6280\u672f\u5bf9\u4eba\u5de5\u667a\u80fd\u751f\u6210\u7684\u5185\u5bb9\u8fdb\u884c\u4e86\u6807\u8bb0\u548c\u7b7e\u540d\uff0c\u5e76\u9644\u4e0a\u4e86\u5173\u4e8e\u5176\u6765\u6e90\u548c\u5386\u53f2\u7684\u5143\u6570\u636e\uff0c\u9075\u5faa\u4e862021\u5e74\u521b\u7acb\u7684\u5185\u5bb9\u6765\u6e90\u548c\u771f\u5b9e\u6027\u8054\u76df\uff08C2PA\uff09\u5236\u5b9a\u7684\u5f00\u653e\u6280\u672f\u6807\u51c6\u3002\u5fae\u8f6f AI for Good \u5b9e\u9a8c\u5ba4\u4e5f\u5728\u52a0\u5927\u529b\u5ea6\u8bc6\u522b\u6df1\u5ea6\u4f2a\u9020\u5185\u5bb9\u3001\u8ffd\u8e2a\u4e0d\u826f\u884c\u4e3a\u8005\u5e76\u5206\u6790\u5176\u7b56\u7565\u3002<\/p>\n\n\n\n<p>Natasha Crampton \u8868\u793a\uff1a\u201c\u8fd9\u4e9b\u95ee\u9898\u4e0d\u4ec5\u662f\u79d1\u6280\u516c\u53f8\u6240\u9762\u4e34\u7684\u6311\u6218\uff0c\u66f4\u662f\u9700\u8981\u6574\u4e2a\u793e\u4f1a\u5171\u540c\u5e94\u5bf9\u7684\u6311\u6218\u3002\u201d<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"5-\u5c06rai\u5de5\u5177\u4ea4\u5230\u5ba2\u6237\u624b\u4e2d\">#5\uff1a\u5c06RAI\u5de5\u5177\u4ea4\u5230\u5ba2\u6237\u624b\u4e2d<\/h2>\n\n\n\n<figure class=\"wp-block-image alignright size-medium\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"300\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-6-768x768-1-300x300.jpeg\" alt=\"decorative AI-generated graphic\" class=\"wp-image-1073781\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-6-768x768-1-300x300.jpeg 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-6-768x768-1-150x150.jpeg 150w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-6-768x768-1-180x180.jpeg 180w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-6-768x768-1-360x360.jpeg 360w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-6-768x768-1.jpeg 768w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/figure>\n\n\n\n<p>\u4e3a\u4e86\u63d0\u9ad8\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u7684\u8f93\u51fa\u8d28\u91cf\uff0c\u5e76\u9632\u6b62\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u906d\u5230\u6ee5\u7528\uff0c\u5fae\u8f6f\u6b63\u5728\u79ef\u6781\u5411\u5ba2\u6237\u63d0\u4f9b\u81ea\u8eab\u6240\u91c7\u7528\u7684\u5de5\u5177\u548c\u5b89\u5168\u63aa\u65bd\uff0c\u4ee5\u4fbf\u4ed6\u4eec\u80fd\u591f\u8d1f\u8d23\u4efb\u5730\u6784\u5efa\u4eba\u5de5\u667a\u80fd\u3002\u8fd9\u4e9b\u8d44\u6e90\u5305\u62ec\u5f00\u6e90\u5de5\u5177\u3001\u5546\u4e1a\u5de5\u5177\u548c\u670d\u52a1\uff0c\u4ee5\u53ca\u4e00\u7cfb\u5217\u534f\u52a9\u4f01\u4e1a\u6784\u5efa\u3001\u8bc4\u4f30\u3001\u90e8\u7f72\u548c\u7ba1\u7406\u4ed6\u4eec\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u7684\u6a21\u677f\u548c\u6307\u5357\u3002<\/p>\n\n\n\n<p>2023\u5e74\uff0c\u5fae\u8f6f\u63a8\u51fa\u4e86 Azure AI Content Safety\uff0c\u5e2e\u52a9\u5ba2\u6237\u8bc6\u522b\u5e76\u8fc7\u6ee4\u6389\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u4e2d\u6709\u5bb3\u7684\u8f93\u51fa\uff0c\u5982\u4ec7\u6068\u3001\u66b4\u529b\u3001\u6027\u6216\u81ea\u6b8b\u7b49\u5185\u5bb9\u3002\u6700\u8fd1\uff0cAzure AI Studio \u4e2d\u8fd8\u6dfb\u52a0\u4e86\u65b0\u7684\u5de5\u5177\uff08\u8fd9\u4e9b\u5de5\u5177\u5373\u5c06\u6216\u5df2\u7ecf\u53ef\u4ee5\u4f7f\u7528\uff09\uff0c\u65e8\u5728\u5e2e\u52a9\u5f00\u53d1\u8005\u548c\u5ba2\u6237\u63d0\u9ad8\u4ed6\u4eec\u81ea\u5df1\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u7684\u5b89\u5168\u6027\u548c\u53ef\u9760\u6027\u3002\u8fd9\u4e9b\u65b0\u5de5\u5177\u5305\u62ec\u5141\u8bb8\u5ba2\u6237\u5bf9\u5176\u5e94\u7528\u7a0b\u5e8f\u8fdb\u884c\u5b89\u5168\u8bc4\u4f30\u7684\u529f\u80fd\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u5feb\u901f\u8bc6\u522b\u548c\u89e3\u51b3\u6f0f\u6d1e\uff0c\u6267\u884c\u989d\u5916\u7684\u98ce\u9669\u548c\u5b89\u5168\u76d1\u63a7\uff0c\u5e76\u68c0\u6d4b\u6a21\u578b\u4ea7\u751f\u201c\u5e7b\u89c9\u201d\u3001\u751f\u6210\u865a\u5047\u6216\u865a\u6784\u6570\u636e\u7684\u60c5\u51b5\u3002<\/p>\n\n\n\n<p>Sarah Bird \u8868\u793a\uff1a\u201c\u5173\u952e\u5728\u4e8e\uff0c\u6211\u4eec\u5e0c\u671b\u5b89\u5168\u6027\u80fd\u6210\u4e3a\u9ed8\u8ba4\u9009\u9879\u3002\u201d<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"6-\u9884\u89c1\u5e76\u9632\u8303\u7834\u574f\u884c\u4e3a\">#6\uff1a\u9884\u89c1\u5e76\u9632\u8303\u7834\u574f\u884c\u4e3a<\/h2>\n\n\n\n<figure class=\"wp-block-image alignright size-medium\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"300\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-7-768x768-1-300x300.jpeg\" alt=\"decorative AI-generated graphic\" class=\"wp-image-1073784\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-7-768x768-1-300x300.jpeg 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-7-768x768-1-150x150.jpeg 150w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-7-768x768-1-180x180.jpeg 180w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-7-768x768-1-360x360.jpeg 360w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-7-768x768-1.jpeg 768w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/figure>\n\n\n\n<p>\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u8d8a\u6765\u8d8a\u590d\u6742\uff0c\u6216\u8bb8\u4e0d\u53ef\u907f\u514d\u4f1a\u6709\u4eba\u8bd5\u56fe\u4ee5\u5404\u79cd\u65b9\u5f0f\u6311\u6218\u7cfb\u7edf\uff0c\u8fdb\u884c\u4e00\u4e9b\u65e0\u5bb3\u6216\u6076\u610f\u7684\u201c\u8d8a\u72f1\u201d\u64cd\u4f5c\u3002\u5728\u79d1\u6280\u9886\u57df\uff0c\u201c\u8d8a\u72f1\u201d\u6307\u7684\u662f\u7ed5\u8fc7\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u4e2d\u7684\u5b89\u5168\u673a\u5236\u7684\u884c\u4e3a\u3002<\/p>\n\n\n\n<p>\u9664\u4e86\u5728\u65b0\u4ea7\u54c1\u53d1\u5e03\u524d\u63a2\u6d4b\u6f0f\u6d1e\uff0c\u5fae\u8f6f\u8fd8\u4e0e\u5ba2\u6237\u5408\u4f5c\uff0c\u4e3a\u5176\u63d0\u4f9b\u6700\u65b0\u5de5\u5177\u4ee5\u4fdd\u62a4\u5ba2\u6237\u5728 Azure \u4e0a\u7684\u81ea\u5b9a\u4e49 AI \u5e94\u7528\u3002\u4f8b\u5982\uff0c\u5fae\u8f6f\u63a8\u51fa\u7684\u65b0\u6a21\u578b\u53ef\u4ee5\u901a\u8fc7\u6a21\u5f0f\u8bc6\u522b\u68c0\u6d4b\u5e76\u963b\u6b62\u6076\u610f\u201c\u8d8a\u72f1\u201d\uff0c\u4ece\u800c\u4fdd\u62a4\u4e86\u5927\u8bed\u8a00\u6a21\u578b\u548c\u7528\u6237\u4ea4\u4e92\u7684\u5b8c\u6574\u6027\uff0c\u5e76\u9632\u6b62\u6076\u610f\u6307\u4ee4\u63a7\u5236\u6216\u653b\u51fb AI \u7cfb\u7edf\u3002<\/p>\n\n\n\n<p>Natasha Crampton \u6307\u51fa\uff1a\u201c\u8fd9\u4e9b\u7528\u9014\u663e\u7136\u4e0d\u662f\u6211\u4eec\u8bbe\u8ba1\u7cfb\u7edf\u65f6\u7684\u521d\u8877\uff0c\u4f46\u968f\u7740\u6280\u672f\u7684\u8fb9\u754c\u4e0d\u65ad\u5411\u524d\u63a8\u8fdb\uff0c\u8fd9\u5c31\u4f1a\u81ea\u7136\u53d1\u751f\u3002\u201d<\/p>\n\n\n\n<div style=\"height:30px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"7-\u5e2e\u52a9\u7528\u6237\u4e86\u89e3\u4eba\u5de5\u667a\u80fd\u7684\u5c40\u9650\u6027\">#7\uff1a\u5e2e\u52a9\u7528\u6237\u4e86\u89e3\u4eba\u5de5\u667a\u80fd\u7684\u5c40\u9650\u6027<\/h2>\n\n\n\n<figure class=\"wp-block-image alignright size-medium\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"300\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-8-768x768-1-300x300.jpeg\" alt=\"decorative AI-generated graphic\" class=\"wp-image-1073787\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-8-768x768-1-300x300.jpeg 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-8-768x768-1-150x150.jpeg 150w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-8-768x768-1-180x180.jpeg 180w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-8-768x768-1-360x360.jpeg 360w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale-8-768x768-1.jpeg 768w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/figure>\n\n\n\n<p>\u5c3d\u7ba1\u4eba\u5de5\u667a\u80fd\u7ed9\u6211\u4eec\u7684\u751f\u6d3b\u5e26\u6765\u4e86\u8bf8\u591a\u4fbf\u5229\uff0c\u4f46\u5b83\u5e76\u975e\u5b8c\u7f8e\u65e0\u7f3a\u3002\u5fae\u8f6f\u9f13\u52b1\u7528\u6237\u9a8c\u8bc1AI\u7cfb\u7edf\u63d0\u4f9b\u7684\u4fe1\u606f\uff0c\u5e76\u5728\u804a\u5929\u8f93\u51fa\u7ed3\u679c\u7684\u672b\u5c3e\u63d0\u4f9b\u4e86\u5f15\u7528\u6765\u6e90\u94fe\u63a5\uff0c\u4ee5\u589e\u5f3a\u900f\u660e\u5ea6\u3002<\/p>\n\n\n\n<p>\u81ea2019\u5e74\u4ee5\u6765\uff0c\u5fae\u8f6f\u4e00\u76f4\u90fd\u6709\u53d1\u5e03\u201c\u900f\u660e\u5ea6\u8bf4\u660e\u201d\uff0c\u4e3a\u5ba2\u6237\u63d0\u4f9b\u5173\u4e8e AI \u529f\u80fd\u3001\u9650\u5236\u3001\u7528\u9014\u53ca\u8d1f\u8d23\u4efb\u4f7f\u7528\u7684\u8be6\u7ec6\u4fe1\u606f\u3002\u516c\u53f8\u8fd8\u5728\u9762\u5411\u6d88\u8d39\u8005\u7684\u4ea7\u54c1\uff08\u5982 Copilot\uff09\u4e2d\u52a0\u5165\u4e86\u7528\u6237\u53cb\u597d\u578b\u901a\u77e5\uff0c\u56f4\u7ed5\u98ce\u9669\u8bc6\u522b\u3001\u4eba\u5de5\u667a\u80fd\u62a5\u9519\u6216\u751f\u6210\u610f\u5916\u5185\u5bb9\u7684\u53ef\u80fd\u6027\u7b49\u4e3b\u9898\u63d0\u4f9b\u91cd\u8981\u62ab\u9732\uff0c\u5e76\u63d0\u9192\u4eba\u4eec\u4ed6\u4eec\u6b63\u5728\u4e0e\u4eba\u5de5\u667a\u80fd\u8fdb\u884c\u4ea4\u4e92\u3002<\/p>\n\n\n\n<p>\u968f\u7740\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6280\u672f\u53ca\u5176\u7528\u9014\u7684\u4e0d\u65ad\u6269\u5c55\uff0c\u6301\u7eed\u6539\u8fdb\u7cfb\u7edf\u3001\u9002\u5e94\u65b0\u6cd5\u89c4\u3001\u66f4\u65b0\u6d41\u7a0b\u5e76\u52aa\u529b\u521b\u9020\u7b26\u5408\u7528\u6237\u9700\u6c42\u7684\u4eba\u5de5\u667a\u80fd\u4f53\u9a8c\uff0c\u5c06\u5c24\u4e3a\u91cd\u8981\u3002<\/p>\n\n\n\n<p>\u201c\u6211\u4eec\u5fc5\u987b\u4fdd\u6301\u8c26\u900a\uff0c\u8ba4\u8bc6\u5230\u6211\u4eec\u5bf9\u65b0\u6280\u672f\u7684\u5e94\u7528\u65b9\u5f0f\u5c1a\u4e0d\u660e\u786e\uff0c\u56e0\u6b64\uff0c\u6211\u4eec\u9700\u8981\u503e\u542c\u7528\u6237\u7684\u58f0\u97f3\uff0c\u201d Sarah Bird \u8bf4\uff0c\u201c\u6211\u4eec\u5fc5\u987b\u4e0d\u65ad\u521b\u65b0\u3001\u5b66\u4e60\u548c\u503e\u542c\u3002\u201d<\/p>\n\n\n\n<p><em>*\u6587\u4e2d\u914d\u56fe\u5747\u7531 Microsoft Designer \u63d0\u4f9b\u7684\u4eba\u5de5\u667a\u80fd\u6280\u672f\u8bbe\u8ba1\u751f\u6210<\/em><\/p>\n\n\n\n<p><em>\u672c\u6587\u7f16\u8bd1\u81ea\u5fae\u8f6f\u535a\u5ba2\uff1a<\/em><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/news.microsoft.com\/source\/features\/ai\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale\/\">https:\/\/news.microsoft.com\/source\/features\/ai\/7-takeaways-from-a-year-of-building-generative-ai-responsibly-and-at-scale\/<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u4f5c\u8005\uff1aSally Beatty 2023\u5e74\uff0c\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u53d6\u5f97\u4e86\u5de8\u5927\u7684\u8fdb\u6b65\uff0c\u4eba\u4eec\u73b0\u5728\u7528\u6587\u5b57\u5c31\u80fd\u521b\u9020\u51fa\u903c\u771f\u7684\u753b\u9762\uff0c\u501f\u52a9\u5fae\u8f6f\u7684 Copilot \u5de5\u5177\u5c31\u53ef\u4ee5\u603b\u7ed3\u9519\u8fc7\u7684\u4f1a\u8bae\u5185\u5bb9\u3001\u64b0\u5199\u5546\u4e1a\u63d0\u6848\uff0c\u6216\u6839\u636e\u51b0\u7bb1\u91cc\u7684\u98df\u6750\u6765\u63a8\u8350\u665a\u9910\u83dc\u5355\u3002\u5c3d\u7ba1\u5fae\u8f6f\u5728\u6784\u5efa\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u65b9\u9762\u65e9\u5df2\u5236\u5b9a\u4e86\u4e00\u7cfb\u5217\u539f\u5219\u548c\u6d41\u7a0b\uff0c\u4ee5\u5c3d\u6700\u5927\u53ef\u80fd\u51cf\u5c11\u610f\u5916\u4f24\u5bb3\u5e76\u4e3a\u7528\u6237\u63d0\u4f9b\u4ed6\u4eec\u6240\u671f\u671b\u7684\u4f53\u9a8c\u3002\u4f46\u662f\uff0c\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u4ea7\u54c1\u7684\u5927\u89c4\u6a21\u5e94\u7528\uff0c\u65e0\u7591\u4e5f\u5e26\u6765\u4e86\u524d\u6240\u672a\u6709\u7684\u65b0\u6311\u6218\u4e0e\u65b0\u673a\u9047\u3002 \u56e0\u6b64\uff0c\u5fae\u8f6f\u53d1\u5e03\u4e86\u9996\u4efd\u5e74\u5ea6\u300a\u8d1f\u8d23\u4efb\u7684\u4eba\u5de5\u667a\u80fd\u900f\u660e\u5ea6\u62a5\u544a\u300b\uff0c\u65e8\u5728\u5e2e\u52a9\u516c\u4f17\u7406\u89e3\u5fae\u8f6f\u662f\u5982\u4f55\u63a8\u8fdb\u8d1f\u8d23\u4efb\u7684\u4eba\u5de5\u667a\u80fd\uff08RAI\uff09\u5b9e\u8df5\u7684\u3002\u5fae\u8f6f\u8fd8\u5728 Azure AI \u4e2d\u63a8\u51fa\u4e86\u65b0\u7684\u5de5\u5177\u4f9b\u4f01\u4e1a\u5ba2\u6237\u548c\u5f00\u53d1\u4eba\u5458\u4f7f\u7528\uff0c\u4ee5\u5e2e\u52a9\u4fdd\u969c\u5176\u4eba\u5de5\u667a\u80fd\u4ea7\u54c1\u7684\u8f93\u51fa\u8d28\u91cf\uff0c\u5e76\u9632\u8303\u7cfb\u7edf\u88ab\u6076\u610f\u6216\u610f\u5916\u4f7f\u7528\u3002 \u8fd9\u662f\u5bf9\u65b0\u5174\u6280\u672f\u548c\u4fdd\u969c\u63aa\u65bd\u8fdb\u884c\u5927\u89c4\u6a21\u538b\u529b\u6d4b\u8bd5\u7684\u91cd\u8981\u4e00\u5e74\u3002\u9886\u5bfc\u56e2\u961f\u5b9a\u4e49\u548c\u7ba1\u7406\u5fae\u8f6f\u5b9e\u73b0 RAI \u65b9\u6cd5\u7684 Natasha Crampton\uff0c\u4ee5\u53ca\u8d1f\u8d23\u5728\u5fae\u8f6f\u6574\u4e2a\u4ea7\u54c1\u7ec4\u5408\u4e2d\u63a8\u52a8 RAI \u5b9e\u65bd\u7684 Sarah Bird \u5206\u4eab\u4e86\u5979\u4eec\u7684\u51e0\u70b9\u5fc3\u5f97\u3002 RAI \u4ece\u6765\u4e0d\u662f\u67d0\u4e2a\u56e2\u961f\u6216\u67d0\u4f4d\u4e13\u5bb6\u7684\u4efb\u52a1\uff0c\u800c\u662f\u5fae\u8f6f\u5168\u4f53\u5458\u5de5\u7684\u8d23\u4efb\u3002\u4f8b\u5982\uff0c\u6bcf\u4e00\u4f4d\u53c2\u4e0e\u5f00\u53d1\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u5e94\u7528\u7684\u5458\u5de5\u90fd\u5fc5\u987b\u9075\u5b88\u516c\u53f8\u7684 \u201c\u8d1f\u8d23\u4efb\u7684\u4eba\u5de5\u667a\u80fd\u6807\u51c6\u201d\uff08Responsible AI 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