{"id":1163605,"date":"2026-03-16T01:34:46","date_gmt":"2026-03-16T08:34:46","guid":{"rendered":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/?post_type=msr-blog-post&#038;p=1163605"},"modified":"2026-03-16T01:34:48","modified_gmt":"2026-03-16T08:34:48","slug":"ai-next-%e6%92%ad%e5%ae%a2-%e5%af%b9%e8%af%9d%e8%b0%a2%e5%b9%b8%ef%bc%9a%e5%bd%93ai%e4%b8%8d%e5%86%8d%e5%8f%aa%e6%98%af%e5%b7%a5%e5%85%b7%ef%bc%8c%e6%88%91%e4%bb%ac%e7%9c%9f%e7%9a%84%e5%87%86","status":"publish","type":"msr-blog-post","link":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/articles\/ai-next-%e6%92%ad%e5%ae%a2-%e5%af%b9%e8%af%9d%e8%b0%a2%e5%b9%b8%ef%bc%9a%e5%bd%93ai%e4%b8%8d%e5%86%8d%e5%8f%aa%e6%98%af%e5%b7%a5%e5%85%b7%ef%bc%8c%e6%88%91%e4%bb%ac%e7%9c%9f%e7%9a%84%e5%87%86\/","title":{"rendered":"AI Next \u64ad\u5ba2 | \u5bf9\u8bdd\u8c22\u5e78\uff1a\u5f53AI\u4e0d\u518d\u53ea\u662f\u5de5\u5177\uff0c\u6211\u4eec\u771f\u7684\u51c6\u5907\u597d\u548c\u5b83\u505a\u201c\u4f19\u4f34\u201d\u4e86\u5417\uff1f"},"content":{"rendered":"<div class=\"wp-block-msr-podcast-container my-4\">\n\t<iframe loading=\"lazy\" src=\"https:\/\/www.xiaoyuzhoufm.com\/episode\/69734b97ef1cf272a70fcdf3?s=eyJ1IjoiNjAwYWVlZjZlMGY1ZTcyM2JiNDRmYzBjIn0%3D\" class=\"podcast-player\" frameborder=\"0\" height=\"164px\" width=\"100%\" scrolling=\"no\" title=\"Podcast Player\"><\/iframe>\n<\/div>\n\n\n\n<p><\/p>\n\n\n\n<p>\u300aAI Next\u300b\u662f\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u63a8\u51fa\u7684\u4e00\u6863\u5229\u7528 AI \u6280\u672f\u5236\u4f5c\u7684\u64ad\u5ba2\uff0c\u5185\u5bb9\u805a\u7126 AI \u524d\u6cbf\u6280\u672f\u3001\u79d1\u7814\u8d8b\u52bf\u4e0e\u793e\u4f1a\u5f71\u54cd\u3002\u7b2c\u4e00\u5b63\u4e3b\u8981\u56f4\u7ed5\u5f53\u4eca\u667a\u80fd\u53d1\u5c55\u7684\u6838\u5fc3\u8bae\u9898\uff0c\u63a2\u7d22\u524d\u6cbf\u8d8b\u52bf\u3002<\/p>\n\n\n\n<p>\u5728\u7b2c\u4e94\u671f\u8282\u76ee\u4e2d\uff0c\u6211\u4eec\u9080\u8bf7\u5230\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u526f\u9662\u957f\u8c22\u5e78\u535a\u58eb\uff0c\u5171\u540c\u63a2\u8ba8 AI \u4e0e\u793e\u4f1a\u7684\u6df1\u5c42\u5173\u8054\u3002\u968f\u7740 AI \u4ece\u5355\u7eaf\u7684\u5de5\u5177\u9010\u6b65\u6f14\u8fdb\u4e3a\u4eba\u7c7b\u7684\u201c\u4f19\u4f34\u201d\uff0c\u4e00\u7cfb\u5217\u5173\u4e4e\u6280\u672f\u8d70\u5411\u4e0e\u793e\u4f1a\u5171\u751f\u7684\u5173\u952e\u95ee\u9898\u4e5f\u6d6e\u51fa\u6c34\u9762\uff1aAI\u7684\u4ef7\u503c\u89c2\u7a76\u7adf\u6e90\u81ea\u4f55\u5904\uff1f\u5982\u4f55\u6784\u5efa\u53ef\u4fe1\u4efb\u3001\u8d1f\u8d23\u4efb\u7684 AI \u7cfb\u7edf\uff1f\u6280\u672f\u98de\u901f\u8fed\u4ee3\u65f6\uff0c\u6211\u4eec\u8be5\u5982\u4f55\u8ba9 AI \u4e0e\u4e2a\u4eba\u3001\u793e\u533a\u3001\u793e\u4f1a\u548c\u8c10\u5171\u751f\uff0c\u65e2\u589e\u5f3a\u4eba\u7c7b\u80fd\u529b\uff0c\u53c8\u575a\u5b88\u4eba\u7684\u4e3b\u4f53\u6027\uff1f&nbsp;<\/p>\n\n\n\n<p><strong><br>\u5609\u5bbe\u4ecb\u7ecd<\/strong><\/p>\n\n\n\n<p><strong>\u8c22\u5e78\u535a\u58eb<\/strong><\/p>\n\n\n\n<p>\u8c22\u5e78\u535a\u58eb\u73b0\u4efb\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u526f\u9662\u957f\uff0c\u5176\u7814\u7a76\u56e2\u961f\u76ee\u524d\u4e13\u6ce8\u4e8e\u6570\u636e\u6316\u6398\u3001\u793e\u4f1a\u8ba1\u7b97\u4e0e\u8d1f\u8d23\u4efb\u4eba\u5de5\u667a\u80fd\u7b49\u9886\u57df\uff0c\u81f4\u529b\u4e8e\u63a8\u52a8\u524d\u6cbf\u6280\u672f\u7684\u53d1\u5c55\u4e0e\u8de8\u5b66\u79d1\u878d\u5408\u3002&nbsp;<\/p>\n\n\n\n<p><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/xingx\/\" id=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/people\/xingx\/\">\u8c22\u5e78\u535a\u58eb<\/a>\u5728\u56fd\u9645\u5b66\u672f\u754c\u5177\u6709\u5e7f\u6cdb\u5f71\u54cd\uff0c\u66fe\u83b7\u5f97\u4e00\u7cfb\u5217\u91cd\u8981\u5956\u9879\uff0c\u5305\u62ec\uff1a2019\u5e74ACM SIGSPATIAL\u5341\u5e74\u5f71\u54cd\u529b\u8bba\u6587\u5956\u3001\u4e2d\u56fd\u8ba1\u7b97\u673a\u5b66\u4f1a\u201c\u9752\u7af9\u5956\u201d\uff0c2020\u5e74ACM SIGSPATIAL\u5341\u5e74\u5f71\u54cd\u529b\u8bba\u6587\u8363\u8a89\u5956\uff0c2021\u5e74ACM SIGKDD China\u65f6\u95f4\u68c0\u9a8c\u8bba\u6587\u5956\uff0c2022\u5e74ACM SIGKDD\u65f6\u95f4\u68c0\u9a8c\u8bba\u6587\u5956\uff0c2023\u5e74IEEE MDM\u65f6\u95f4\u68c0\u9a8c\u8bba\u6587\u5956\u4e0e\u4e2d\u56fd\u8ba1\u7b97\u673a\u5b66\u4f1a\u81ea\u7136\u79d1\u5b66\u4e00\u7b49\u5956\uff0c\u5e76\u4e8e\u540c\u5e74\u5165\u9009DeepTech\u201c\u4e2d\u56fd\u667a\u80fd\u8ba1\u7b97\u79d1\u6280\u521b\u65b0\u4eba\u7269\u201d\u30022025\u5e74\uff0c\u8c22\u5e78\u535a\u58eb\u88ab\u6388\u4e88\u201c\u5317\u4eac\u5e02\u52b3\u52a8\u6a21\u8303\u201d\u8363\u8a89\u79f0\u53f7\u3002&nbsp;<\/p>\n\n\n\n<p>\u8c22\u5e78\u535a\u58eb\u662f\u56fd\u9645\u8ba1\u7b97\u673a\u5b66\u4f1a\u4f1a\u58eb\uff08ACM Fellow\uff09\u3001\u7535\u6c14\u7535\u5b50\u5de5\u7a0b\u5e08\u5b66\u4f1a\u4f1a\u58eb\uff08IEEE Fellow\uff09\u548c\u4e2d\u56fd\u8ba1\u7b97\u673a\u5b66\u4f1a\u4f1a\u58eb\u3002\u4ed6\u66fe\u591a\u6b21\u53d7\u9080\u5728\u5168\u7403\u9876\u7ea7\u5b66\u672f\u4f1a\u8bae\u4e0a\u62c5\u4efb\u5927\u4f1a\u4e3b\u9898\u62a5\u544a\u8bb2\u8005\uff0c\u5e76\u957f\u671f\u62c5\u4efb\u591a\u4e2a\u5168\u7403\u5b66\u672f\u671f\u520a\u7684\u7f16\u59d4\u3002\u6b64\u5916\uff0c\u4ed6\u8fd8\u66fe\u62c5\u4efb\u591a\u4e2a\u5168\u7403\u9876\u7ea7\u5b66\u672f\u4f1a\u8bae\u7684\u7a0b\u5e8f\u59d4\u5458\u4f1a\u5171\u540c\u4e3b\u5e2d\u3002&nbsp;<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<p>\u4e5f\u6b22\u8fce\u5927\u5bb6\u5728\u5c0f\u5b87\u5b99\u3001\u559c\u9a6c\u62c9\u96c5\u548cApple\u64ad\u5ba2\u8ba2\u9605\u3001\u6536\u542c\u3001\u5206\u4eab\uff01<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"549\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/podcast1-1024x549.webp\" alt=\"qr code\" class=\"wp-image-1163613\" style=\"width:600px\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/podcast1-1024x549.webp 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/podcast1-300x161.webp 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/podcast1-768x412.webp 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/podcast1-710x380.webp 710w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/podcast1-240x129.webp 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/podcast1.webp 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"298\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/podcast2-1024x298.webp\" alt=\"qr code\" class=\"wp-image-1163614\" style=\"width:600px\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/podcast2-1024x298.webp 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/podcast2-300x87.webp 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/podcast2-768x223.webp 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/podcast2-240x70.webp 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/podcast2.webp 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"298\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/podcast3-1024x298.webp\" alt=\"qr code\" class=\"wp-image-1163615\" style=\"width:600px\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/podcast3-1024x298.webp 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/podcast3-300x87.webp 300w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/podcast3-768x223.webp 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/podcast3-240x70.webp 240w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2026\/03\/podcast3.webp 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u4f5c\u4e3a\u4e00\u6863\u7531 AI \u5408\u6210\u7684\u64ad\u5ba2\u680f\u76ee\uff0c\u300aAI Next\u300b\u64ad\u5ba2\u97f3\u9891\u548c\u5ba3\u4f20\u89c6\u9891\u80cc\u540e\u5305\u542b\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u5728\u5408\u6210 AI \u9886\u57df\u7684\u4e09\u9879\u5173\u952e\u6280\u672f\uff1a<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/articles\/vibevoice\/\">VibeVoice<\/a>&nbsp;\u5177\u5907\u81ea\u7136\u3001\u5bcc\u6709\u8868\u73b0\u529b\u7684\u8bed\u97f3\u5408\u6210\u80fd\u529b\uff0c\u80fd\u591f\u4e3a\u6700\u591a4\u4f4d\u8bf4\u8bdd\u8005\u5408\u6210\u957f\u8fbe90\u5206\u949f\u7684\u9ad8\u8d28\u91cf\u5bf9\u8bdd\u8bed\u97f3\uff0c\u4e3a\u7528\u6237\u5e26\u6765\u66f4\u7075\u52a8\u7684\u58f0\u97f3\u4e92\u52a8\u611f\u53d7\u3002<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/articles\/vasa-3d\/\">VASA<\/a>&nbsp;\u53ef\u5c06\u9759\u6001\u8096\u50cf\u4e0e\u97f3\u9891\u4fe1\u53f7\u7ed3\u5408\uff0c\u5408\u6210\u60c5\u611f\u903c\u771f\u4e14\u62e5\u6709\u7ec6\u817b\u9762\u90e8\u8868\u60c5\u7684\u8bf4\u8bdd\u5934\u50cf\uff0c\u4e3a\u5185\u5bb9\u521b\u4f5c\u53ca\u8f85\u52a9\u6559\u80b2\u63d0\u4f9b\u4e86\u5168\u65b0\u7684\u5448\u73b0\u65b9\u5f0f\u3002<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/articles\/trellis-2\/?lang=zh-cn\">TRELLIS<\/a> \u5219\u662f\u4e00\u4e2a 3D \u7269\u54c1\u751f\u6210\u6a21\u578b\uff0c\u80fd\u4f9d\u636e\u6587\u672c\u63d0\u793a\u6216\u56fe\u7247\u4fe1\u606f\u6784\u5efa\u76f8\u5e94\u7684 3D \u6548\u679c\uff0c\u8ba9\u590d\u6742\u7684\u6982\u5ff5\u8bbe\u8ba1\u53ef\u4ee5\u5728\u7acb\u4f53\u7a7a\u95f4\u4e2d\u88ab\u201c\u770b\u89c1\u201d\u3002\u76ee\u524d\uff0cVASA \u548c TRELLIS \u6280\u672f\u53ef\u5728\u5fae\u8f6f\u7684 Copilot \u4ea7\u54c1\u4e2d\u4f53\u9a8c\uff0cVibeVoice \u4e5f\u5df2\u5728 Hugging Face \u4e0a\u5f00\u6e90\u3002\u4e09\u9879\u6280\u672f\u7684\u52a0\u6301\u5c06\u4e3a\u5185\u5bb9\u521b\u9020\u8005\u548c\u542c\u4f17\u5e26\u6765 AI \u6280\u672f\u6f14\u8fdb\u7684\u771f\u5b9e\u4f53\u9a8c\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\" \/>\n\n\n\n<p><em>\u5982\u4e0b\u662f\u300aAI Next\u300b\u7b2c\u4e94\u671f\u64ad\u5ba2\u5185\u5bb9\u7684\u6587\u5b57\u6574\u7406\uff1a<\/em><\/p>\n\n\n\n<p><strong>\u4e3b\u6301\u4eba\uff1a\u5982\u4eca AI \u5df2\u878d\u5165\u5927\u4f17\u7684\u65e5\u5e38\u751f\u6d3b\uff0c\u56fe\u6587\u751f\u6210\u3001\u8bed\u97f3\u4ea4\u4e92\u3001\u89c6\u9891\u521b\u4f5c\u7b49\u5e94\u7528\u6108\u53d1\u666e\u53ca\u3002\u5728\u5de5\u4f5c\u4e0e\u751f\u6d3b\u4e2d\uff0c\u4f60\u662f\u5982\u4f55\u4f7f\u7528 AI \u7684\uff1f&nbsp;<\/strong><\/p>\n\n\n\n<p><strong>\u8c22\u5e78\uff1a<\/strong>\u6211\u65e5\u5e38\u4f7f\u7528 AI \u4e5f\u6bd4\u8f83\u9891\u7e41\uff0c\u5c24\u5176\u5728\u7814\u7a76\u4e2d\uff0cAI \u5927\u5e45\u63d0\u5347\u4e86\u6211\u7814\u8bfb\u8bba\u6587\u7684\u6548\u7387\u3002\u4ee5\u5f80\u8bfb\u8bba\u6587\u4ec5\u80fd\u4f9d\u9760\u63a8\u8350\u6765\u7b5b\u9009\u91cd\u70b9\u3001\u6d4f\u89c8\u6458\u8981\uff0c\u96be\u4ee5\u5feb\u901f\u83b7\u53d6\u5168\u6587\u7ec6\u8282\uff0c\u6548\u7387\u504f\u4f4e\u3002\u501f\u52a9 AI\uff0c\u53ef\u76f4\u63a5\u9488\u5bf9\u8bba\u6587\u5185\u5bb9\u7cbe\u51c6\u63d0\u95ee\uff0c\u5feb\u901f\u9501\u5b9a\u5b9e\u9a8c\u6570\u636e\u3001\u6027\u80fd\u5dee\u5f02\u7b49\u5173\u952e\u4fe1\u606f\uff0c\u8282\u7701\u4e86\u5927\u91cf\u65f6\u95f4\uff0c\u62d3\u5bbd\u4e86\u6587\u732e\u6d89\u730e\u8303\u56f4\u3002&nbsp;<\/p>\n\n\n\n<p>\u9664\u6587\u732e\u7814\u8bfb\u5916\uff0cAI \u8fd8\u80fd\u4f5c\u4e3a\u9ad8\u6548\u7684\u95ee\u7b54\u5de5\u5177\u3002\u5728\u8de8\u5b66\u79d1\u5408\u4f5c\u65f6\uff0c\u5e38\u4f1a\u9047\u5230\u4e00\u4e9b\u964c\u751f\u7684\u6982\u5ff5\uff0c\u4f8b\u5982\u5fc3\u7406\u5b66\u9886\u57df\u4e2d\u7528\u4e8e\u7814\u7a76\u513f\u7ae5\u5fc3\u7406\u6210\u957f\u7684\u201c\u5fc3\u667a\u7406\u8bba\uff08theory of mind\uff09\u201d\uff0c\u8be5\u7406\u8bba\u4e3b\u8981\u63a2\u7a76\u4eba\u7c7b\u5fc3\u667a\u4ece\u51fa\u751f\u5230\u516b\u4e5d\u5c81\u7684\u53d1\u80b2\u8fc7\u7a0b\u3002\u6b64\u524d\u6211\u5bf9\u8fd9\u4e00\u6982\u5ff5\u53ea\u6709\u4e00\u4e9b\u7c97\u7565\u7684\u8ba4\u77e5\uff0c\u901a\u8fc7\u5411 AI \u54a8\u8be2\uff0c\u5b83\u80fd\u591f\u7ed3\u5408\u5927\u91cf\u5b9e\u4f8b\uff0c\u7528\u901a\u4fd7\u6613\u61c2\u7684\u8bed\u8a00\u9610\u91ca\u76f8\u5173\u5b9a\u4e49\u53ca\u5fc3\u7406\u5b66\u7814\u7a76\u6210\u679c\u3002&nbsp;<\/p>\n\n\n\n<p>AI \u5728\u6559\u80b2\u4e2d\u4e5f\u80fd\u53d1\u6325\u4f5c\u7528\u3002\u4ee5\u4f5c\u6587\u5199\u4f5c\u4e3a\u4f8b\uff0c\u8ba9\u5b69\u5b50\u4e0e AI \u4e92\u52a8\uff0cAI \u53ef\u63d0\u4f9b\u5199\u4f5c\u601d\u8def\u4e0e\u7075\u611f\uff0c\u5982\u540c\u4e00\u4f4d\u5168\u5929\u5019\u5728\u7ebf\u7684\u5bb6\u6559\uff0c\u65e2\u80fd\u5e2e\u52a9\u5b69\u5b50\u63d0\u5347\u5199\u4f5c\u6548\u7387\uff0c\u53c8\u80fd\u5f15\u5bfc\u5176\u601d\u7ef4\u6210\u957f\u3002&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"agentic-ai\u7684\u4e09\u9636\u6bb5\u8fdb\u5316\">AI \u5728\u73b0\u5b9e\u4f7f\u7528\u4e2d\u5b58\u5728\u7684\u76f2\u533a<\/h2>\n\n\n\n<p><strong>\u4e3b\u6301\u4eba\uff1aAI \u5728\u6539\u53d8\u5de5\u4f5c\u65b9\u5f0f\u7684\u540c\u65f6\u5927\u5e45\u63d0\u5347\u4e86\u6548\u7387\uff0c\u4f46\u5728\u6b64\u8fc7\u7a0b\u4e2d\uff0cAI \u662f\u5426\u4f1a\u51fa\u73b0\u5b89\u5168\u3001\u516c\u5e73\u6216\u793e\u4f1a\u8ba4\u77e5\u65b9\u9762\u7684\u76f2\u533a\uff0c\u4e0e\u9884\u671f\u8868\u73b0\u5b58\u5728\u504f\u5dee\uff1f\u4f60\u6709\u8fc7\u76f8\u5173\u7ecf\u5386\u5417\uff1f&nbsp;<\/strong><\/p>\n\n\n\n<p><strong>\u8c22\u5e78\uff1a<\/strong>AI \u786e\u5b9e\u5b58\u5728\u8fd9\u7c7b\u76f2\u533a\uff0c\u5177\u4f53\u8868\u73b0\u4f1a\u56e0\u4efb\u52a1\u7c7b\u578b\u7684\u4e0d\u540c\u800c\u6709\u6240\u5dee\u5f02\u3002\u5f53\u8981\u6c42 AI \u5904\u7406\u590d\u6742\u95ee\u9898\u65f6\uff0c\u5176\u7ed3\u679c\u7684\u51c6\u786e\u6027\u548c\u8d28\u91cf\u5f80\u5f80\u96be\u4ee5\u9884\u5224\u3002\u4f8b\u5982\uff0c\u9762\u5bf9\u4e00\u4e9b\u96be\u5ea6\u8f83\u9ad8\u7684\u63a8\u7406\u9898\u6216\u6570\u5b66\u9898\uff0cAI \u6709\u65f6\u80fd\u987a\u5229\u89e3\u7b54\uff0c\u4f46\u5728\u5904\u7406\u90e8\u5206\u96be\u5ea6\u8f83\u4f4e\u7684\u5e38\u8bc6\u6027\u95ee\u9898\u65f6\uff0c\u5374\u5bb9\u6613\u51fa\u9519\u3002\u82e5\u4f7f\u7528\u8005\u672c\u8eab\u5bf9\u76f8\u5173\u9886\u57df\u4e0d\u591f\u4e86\u89e3\uff0c\u4fbf\u5f88\u96be\u5224\u65ad AI \u7ed9\u51fa\u7ed3\u679c\u7684\u51c6\u786e\u6027\u3002\u8fd9\u4e00\u73b0\u8c61\u8868\u660e\uff0c\u5c3d\u7ba1 AI \u5177\u5907\u4e00\u5b9a\u7684\u63a8\u7406\u80fd\u529b\uff0c\u4f46\u4ecd\u5b58\u5728\u201c\u5e7b\u89c9\u201d\u95ee\u9898\u6216\u77e5\u8bc6\u532e\u4e4f\u7684\u60c5\u51b5\u3002&nbsp;<\/p>\n\n\n\n<p>\u6587\u5316\u4e0e\u5730\u57df\u5dee\u5f02\u4e5f\u4f1a\u5bfc\u81f4 AI \u51fa\u73b0\u8ba4\u77e5\u76f2\u533a\u3002\u4f8b\u5982\u201c\u7ed3\u5a5a\u524d\u7537\u6027\u6216\u5973\u6027\u9700\u51c6\u5907\u4ec0\u4e48\u201d\u8fd9\u4e2a\u95ee\u9898\uff0c\u4e0d\u540c AI \u6a21\u578b\u7684\u56de\u7b54\u5b58\u5728\u660e\u663e\u5dee\u5f02\u3002\u7531\u4e8e\u8bad\u7ec3\u6570\u636e\u6240\u627f\u8f7d\u7684\u6587\u5316\u80cc\u666f\u4e0d\u540c\uff0cAI \u7684\u56de\u7b54\u4f1a\u5448\u73b0\u51fa\u76f8\u5e94\u7684\u6587\u5316\u503e\u5411\u3002\u4f8b\u5982\uff0c\u67d0\u4e00\u56fd\u5bb6\u7684 AI \u6a21\u578b\u53ef\u80fd\u4f1a\u63d0\u51fa\u201c\u5973\u6027\u9700\u5148\u5b66\u4e60\u505a\u996d\u201d\u7684\u89c2\u70b9\uff0c\u8fd9\u5728\u6211\u4eec\u7684\u8bed\u5883\u4e0b\u660e\u663e\u5b58\u5728\u8f83\u5927\u504f\u89c1\uff1b\u800c\u897f\u65b9\u7684 AI \u6a21\u578b\u867d\u4e0d\u4f1a\u6709\u6b64\u7c7b\u8868\u8ff0\uff0c\u4f46\u56de\u7b54\u53ef\u80fd\u4f1a\u53cd\u6620\u51fa\u897f\u65b9\u793e\u4f1a\u7684\u4ef7\u503c\u89c2\u3002\u6211\u4eec\u5728\u5bf9\u4e0d\u540c\u6a21\u578b\u8fdb\u884c\u6d4b\u8bd5\u65f6\uff0c\u6e05\u6670\u5730\u89c2\u5bdf\u5230\u4e86\u8fd9\u79cd\u6587\u5316\u503e\u5411\u7684\u5dee\u5f02\u3002&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"agentic-ai\u9700\u8981\u5177\u5907\u7684\u5173\u952e\u80fd\u529b\">Societal AI\uff1aAI\u4e0e\u793e\u4f1a\u548c\u8c10\u5171\u751f\u7684\u89e3\u51b3\u65b9\u6848<\/h2>\n\n\n\n<p><strong>\u4e3b\u6301\u4eba\uff1a\u8fd1\u5e74\u6765\uff0c\u4e3a\u4e86\u5f25\u5408\u8fd9\u79cd\u4eba\u548cAI\u95f4\u7684\u4ef7\u503c\u5dee\u5f02\uff0c\u4f60\u4eec\u56e2\u961f\u4e00\u76f4\u7740\u529b\u63a8\u52a8Societal AI\uff08\u793e\u4f1a\u8d23\u4efb\u4eba\u5de5\u667a\u80fd\uff09\u8fd9\u4e00\u65b0\u7684\u7814\u7a76\u65b9\u5411\u3002\u5728\u4f60\u770b\u6765\uff0cSocietal AI \u4e3b\u8981\u81f4\u529b\u4e8e\u89e3\u51b3 AI \u9886\u57df\u7684\u54ea\u4e9b\u95ee\u9898\uff1f<\/strong><\/p>\n\n\n\n<p><strong>\u8c22\u5e78\uff1a<\/strong>Societal AI\u7684\u6838\u5fc3\u76ee\u6807\u662f\u89e3\u51b3 AI\u4e0e\u4eba\u7c7b\u793e\u4f1a\u7684\u5171\u5b58\u95ee\u9898\u3002\u5f53\u524d\uff0cAI\u7684\u80fd\u529b\u5df2\u5b9e\u73b0\u5927\u5e45\u8dc3\u5347\uff0c\u6709\u65f6\u751a\u81f3\u8fbe\u5230\u6216\u8d85\u8d8a\u4eba\u7c7b\u6c34\u5e73\u3002\u4ee5\u5f80\uff0c\u673a\u5668\u5b66\u4e60\u53ca\u76f8\u5173\u7b97\u6cd5\u591a\u88ab\u89c6\u4e3a\u5de5\u5177\uff0c\u800c\u968f\u7740 AI \u80fd\u529b\u7684\u589e\u5f3a\uff0c\u5176\u4e0e\u4eba\u7c7b\u7684\u5173\u7cfb\u6b63\u4ece\u5de5\u5177\u5411\u201c\u4f19\u4f34\u201d\u6216\u201cCopilot\uff08\u667a\u80fd\u526f\u9a7e\u9a76\uff09\u201d\u8f6c\u53d8\uff0c\u5bf9\u793e\u4f1a\u7684\u5f71\u54cd\u529b\u65e5\u76ca\u6269\u5927\u3002\u6211\u4eec\u5e0c\u671bSocietal AI\u80fd\u8ba9AI\u66f4\u597d\u5730\u8ddf\u4eba\u7c7b\u5171\u5b58\uff0c\u5e26\u6765\u66f4\u591a\u6536\u76ca\uff0c\u800c\u4e0d\u662f\u98ce\u9669\u3002&nbsp;<\/p>\n\n\n\n<p><strong>\u4e3b\u6301\u4eba\uff1aSocietal AI \u4e0e\u6211\u4eec\u5e38\u63d0\u53ca\u7684Responsible AI\uff08\u8d1f\u8d23\u4efb\u7684\u4eba\u5de5\u667a\u80fd\uff09\uff0c\u6216 AI \u4f26\u7406\u6709\u54ea\u4e9b\u533a\u522b\uff1f<\/strong><\/p>\n\n\n\n<p><strong>\u8c22\u5e78\uff1a<\/strong>\u672c\u8d28\u4e0a\u6765\u8bf4\uff0c\u5b83\u4eec\u662f\u4e00\u8109\u76f8\u627f\u7684\u3002\u4ee5\u5f80\u7684 Responsible AI \u548c AI \u4f26\u7406\u7814\u7a76\uff0c\u5927\u591a\u5c06 AI \u89c6\u4e3a\u5de5\u5177\u6216\u5bf9\u8c61\uff0c\u8f83\u5c11\u4ece\u793e\u4f1a\u79d1\u5b66\u7684\u89c6\u89d2\u6216\u793e\u4f1a\u5c42\u9762\u5ba1\u89c6\u76f8\u5173\u95ee\u9898\u3002\u800c\u73b0\u5728\u6211\u4eec\u66f4\u5f3a\u8c03\u8de8\u5b66\u79d1\u5408\u4f5c\u3002&nbsp;<\/p>\n\n\n\n<p>\u6211\u4eec\u53d1\u73b0AI \u7684\u5feb\u901f\u53d1\u5c55\u5e26\u6765\u4e86\u4e00\u7cfb\u5217\u65b0\u6311\u6218\uff0c\u5305\u62ec\u5982\u4f55\u8bc4\u4f30 AI \u5728\u4e0d\u540c\u4efb\u52a1\u4e2d\u7684\u80fd\u529b\u3001\u5982\u4f55\u5b9e\u73b0 AI \u4e0e\u4eba\u7c7b\u4ef7\u503c\u89c2\u7684\u5bf9\u9f50\u3001\u5982\u4f55\u4fdd\u969c AI \u7684\u5b89\u5168\u6027\u53ca\u6587\u5316\u591a\u6837\u6027\u7b49\u3002\u8fd9\u4e9b\u95ee\u9898\u7684\u754c\u5b9a\u4e0e\u89e3\u51b3\uff0c\u5f80\u5f80\u9700\u8981\u793e\u4f1a\u79d1\u5b66\u5b66\u8005\u7684\u53c2\u4e0e\u3002&nbsp;<\/p>\n\n\n\n<p>\u56e0\u6b64\uff0cSocietal AI \u4e00\u65b9\u9762\u805a\u7126\u4e8e\u7814\u7a76 AI \u5bf9\u793e\u4f1a\u5404\u9886\u57df\uff08\u5982\u6559\u80b2\u3001\u5c31\u4e1a\u7b49\uff09\u7684\u5f71\u54cd\uff1b\u53e6\u4e00\u65b9\u9762\uff0c\u79ef\u6781\u5f15\u5165\u793e\u4f1a\u79d1\u5b66\u7684\u7406\u8bba\u4e0e\u65b9\u6cd5\uff0c\u4e3a AI \u76f8\u5173\u95ee\u9898\u7684\u5b9a\u4e49\u3001\u89e3\u51b3\u65b9\u6848\u7684\u63d0\u51fa\u63d0\u4f9b\u652f\u6491\u3002&nbsp;<\/p>\n\n\n\n<p><strong>\u4e3b\u6301\u4eba\uff1a\u5bf9\u4e8eSocietal AI\uff0c\u4f60\u4eec\u662f\u5728\u600e\u6837\u7684\u6280\u672f\u6f14\u8fdb\u548c\u793e\u4f1a\u89c2\u5bdf\u4e0b\uff0c\u5f00\u59cb\u610f\u8bc6\u5230\u9700\u8981\u505a\u4e00\u4e2a\u8fd9\u6837\u66f4\u7cfb\u7edf\u7684\u6846\u67b6\u7684\uff1f<\/strong><\/p>\n\n\n\n<p><strong>\u8c22\u5e78\uff1a<\/strong>\u65e9\u5728\u516d\u4e03\u5e74\u524d\u751a\u81f3\u66f4\u65e9\uff0c\u6211\u4eec\u4fbf\u5df2\u5f00\u59cbResponsible AI \u53ca AI \u4f26\u7406\u76f8\u5173\u7684\u7814\u7a76\u3002\u4e09\u5e74\u524d\uff0cChatGPT \u7684\u53d1\u5e03\u4f7f\u5f97\u5bf9\u8bdd\u3001\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7b49\u8bf8\u591a\u6b64\u524d\u88ab\u8ba4\u4e3a\u96be\u4ee5\u653b\u514b\u7684\u95ee\u9898\uff0c\u5728\u6027\u80fd\u4e0a\u5b9e\u73b0\u4e86\u8d28\u7684\u98de\u8dc3\u3002\u4f20\u7edf\u7684\u6027\u80fd\u8bc4\u6d4b\u4f53\u7cfb\u5bf9\u968f\u4e4b\u800c\u6765\u7684\u4ef7\u503c\u89c2\u5bf9\u9f50\u3001\u6027\u80fd\u8bc4\u6d4b\u5931\u6548\u7b49\u65b0\u6311\u6218\u4e0d\u518d\u9002\u7528\u3002&nbsp;<\/p>\n\n\n\n<p>\u4e3a\u6b64\uff0c<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/articles\/xing-xie-societal-ai-2\/?lang=zh-cn\">\u4e09\u5e74\u524d\u6211\u4eec\u5f00\u59cb\u4e0e\u5fc3\u7406\u5b66\u3001\u793e\u4f1a\u5b66\u3001\u6cd5\u5b66\u3001\u6559\u80b2\u5b66\u7b49\u793e\u4f1a\u79d1\u5b66\u9886\u57df\u7684\u5b66\u8005\u5c55\u5f00\u6df1\u5165\u4ea4\u6d41\u3002\u901a\u8fc7\u7ec4\u7ec7\u7cfb\u5217\u7814\u8ba8\u4f1a\u3001\u9080\u8bf7\u5b66\u8005\u8bb2\u5ea7\u3001\u652f\u6301\u8bbf\u95ee\u5b66\u8005\u4ea4\u6d41\u7b49\u591a\u79cd\u5f62\u5f0f\uff0c\u51dd\u805a\u591a\u65b9\u667a\u6167\uff0c\u754c\u5b9a\u4e86\u8bf8\u591a\u5173\u952e\u7814\u7a76\u95ee\u9898\uff0c\u5e76\u5c06\u5176\u7eb3\u5165 Societal AI \u6846\u67b6\u4e4b\u4e0b\u3002\u8be5\u6846\u67b6\u7684\u6838\u5fc3\u5728\u4e8e\u8ba1\u7b97\u673a\u79d1\u5b66\u4e0e\u793e\u4f1a\u79d1\u5b66\u7684\u8de8\u5b66\u79d1\u878d\u5408\uff0c\u4ece AI \u4e0e\u793e\u4f1a\u53cc\u5411\u89c6\u89d2\u5f00\u5c55\u7814\u7a76\u3002\u00a0<\/a><\/p>\n\n\n\n<p><strong>\u4e3b\u6301\u4eba\uff1a\u5f53 AI \u4ece\u5b9e\u9a8c\u5ba4\u8d70\u5411\u6559\u80b2\u3001\u533b\u7597\u3001\u5a92\u4f53\u3001\u793e\u4ea4\u7b49\u771f\u5b9e\u7684\u793e\u4f1a\u573a\u666f\u65f6\uff0c\u54ea\u4e9b\u73b0\u8c61\u6216\u6311\u6218\u8ba9\u4f60\u4eec\u56e2\u961f\u89c9\u5f97\uff0c\u5982\u679c\u4e0d\u5c06\u793e\u4f1a\u7cfb\u7edf\u7eb3\u5165 AI \u8bbe\u8ba1\u8003\u91cf\uff0c\u5176\u53d1\u5c55\u53ef\u80fd\u4f1a\u8bef\u5165\u6b67\u9014\uff1f&nbsp;<\/strong><\/p>\n\n\n\n<p><strong>\u8c22\u5e78\uff1a<\/strong>\u4ee5 AI \u4ef7\u503c\u89c2\u4e0e\u6587\u5316\u5bf9\u9f50\u7814\u7a76\u4e3a\u4f8b\uff0cAI \u5b66\u8005\u901a\u5e38\u66f4\u5173\u6ce8\u7b97\u6cd5\u5c42\u9762\u7684\u4f18\u5316\u3002\u4f8b\u5982\uff0c\u5982\u4f55\u66f4\u9ad8\u6548\u3001\u7cbe\u51c6\u5730\u5b9e\u73b0\u5bf9\u9f50\u3002\u4f46\u8fd9\u4e00\u7814\u7a76\u7684\u5173\u952e\u524d\u63d0\u662f\u8981\u660e\u786e\u6838\u5fc3\u95ee\u9898\uff1a\u5bf9\u9f50\u7684\u76ee\u6807\u662f\u4ec0\u4e48\uff1fAI \u7684\u4ef7\u503c\u89c2\u5e94\u5982\u4f55\u5b9a\u4e49\uff1f\u8fd9\u4e9b\u95ee\u9898\u7684\u89e3\u7b54\u5fc5\u987b\u5c06\u793e\u4f1a\u79d1\u5b66\u3001\u793e\u4f1a\u5b66\u8005\u53ca\u793e\u4f1a\u7cfb\u7edf\u7eb3\u5165\u8bbe\u8ba1\u8003\u91cf\u3002\u82e5\u8131\u79bb\u8fd9\u4e9b\u56e0\u7d20\uff0c\u4ec5\u4ece\u8ba1\u7b97\u673a\u89c6\u89d2\u5b9a\u4e49 AI \u7684\u4ef7\u503c\u89c2\uff0c\u5fc5\u7136\u4f1a\u4e0e\u793e\u4f1a\u53ca\u4eba\u7c7b\u7684\u771f\u5b9e\u9700\u6c42\u8131\u8282\u3002\u4e8b\u5b9e\u4e0a\uff0c\u793e\u4f1a\u79d1\u5b66\u9886\u57df\u5bf9\u4e8e\u4eba\u7c7b\u4ef7\u503c\u89c2\u7684\u5b9a\u4e49\u4e0e\u6846\u67b6\u5df2\u5f62\u6210\u4e86\u6df1\u539a\u7684\u7814\u7a76\u79ef\u7d2f\uff0c\u6211\u4eec\u5e94\u5f53\u5145\u5206\u501f\u9274\u8fd9\u4e9b\u6210\u679c\uff0c\u6765\u660e\u786e\u7814\u7a76\u95ee\u9898\u3001\u5f00\u53d1\u8bc4\u6d4b\u65b9\u6cd5\u53ca\u6570\u636e\u96c6\u3002&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u4eba\u673a\u534f\u4f5c\u7684\u65b9\u5f0f\u6b63\u5728\u53d1\u751f\u53d8\u5316\">AI \u4ef7\u503c\u89c2\uff1a\u4ece\u62bd\u8c61\u6982\u5ff5\u5230\u53ef\u91cf\u5316\u8bc4\u6d4b<\/h2>\n\n\n\n<p><strong>\u4e3b\u6301\u4eba\uff1aAI \u7cfb\u7edf\u7684\u4ef7\u503c\u89c2\u8f83\u4e3a\u62bd\u8c61\uff0c\u80fd\u5426\u5177\u4f53\u89e3\u91ca\u5176\u542b\u4e49\uff1f&nbsp;<\/strong><\/p>\n\n\n\n<p><strong>\u8c22\u5e78\uff1a<\/strong>\u7406\u89e3 AI \u7cfb\u7edf\u7684\u4ef7\u503c\u89c2\uff0c\u53ef\u7ed3\u5408 AI \u4f26\u7406\u7684\u6f14\u8fdb\u5386\u7a0b\u5c55\u5f00\u3002\u8fc7\u53bb\uff0c\u4eba\u4eec\u503e\u5411\u4e8e\u5c06\u4ef7\u503c\u89c2\u8bbe\u5b9a\u4e3a\u660e\u786e\u7684\u76ee\u6807\u51fd\u6570\uff0c\u901a\u8fc7\u786c\u6027\u7f16\u7801\u878d\u5165\u5b66\u4e60\u7b97\u6cd5\u8fdb\u884c\u4f18\u5316\u3002\u800c\u5f53\u524d\u7684 AI \u4e0d\u4ec5\u80fd\u591f\u7406\u89e3\u6307\u4ee4\uff0c\u8fd8\u80fd\u6d1e\u5bdf\u8bed\u8a00\u80cc\u540e\u9690\u85cf\u7684\u590d\u6742\u610f\u56fe\u3002&nbsp;<\/p>\n\n\n\n<p>\u5728\u8de8\u5b66\u79d1\u5408\u4f5c\u4e2d\uff0c\u6211\u4eec\u6b63\u5c1d\u8bd5\u5f15\u5165\u5fc3\u7406\u5b66\u4e2d\u7684\u7ecf\u5178\u7406\u8bba\u6846\u67b6\uff0c\u4e3a AI \u7cfb\u7edf\u7684\u4ef7\u503c\u89c2\u6784\u5efa\u753b\u50cf\u3002\u4f8b\u5982\uff0c\u65bd\u74e6\u8328\u57fa\u672c\u4ef7\u503c\u89c2\u7406\u8bba\uff08Schwartz Theory of Basic Human Values\uff09\uff0c\u6211\u4eec\u4f1a\u53c2\u8003\u8fd9\u4e00\u7406\u8bba\u89c2\u5bdf AI \u5728\u51b3\u7b56\u8fc7\u7a0b\u4e2d\u5982\u4f55\u5728\u201c\u81ea\u6211\u8d85\u8d8a\u201d\u4e0e\u201c\u81ea\u6211\u589e\u5f3a\u201d\u3001\u201c\u5f00\u653e\u53d8\u9769\u201d\u4e0e\u201c\u4fdd\u5b88\u4f20\u7edf\u201d\u4e4b\u95f4\u5bfb\u6c42\u5e73\u8861\u3002\u8be5\u7406\u8bba\u5305\u542b10 \u4e2a\u7ef4\u5ea6\uff0c\u80fd\u8f85\u52a9\u91cf\u5316\u6d4b\u8bc4 AI \u662f\u5426\u5177\u5907\u7c7b\u4f3c\u4eba\u7c7b\u7a33\u5b9a\u4e14\u8fde\u8d2f\u7684\u4ef7\u503c\u4f18\u5148\u7ea7\u3002\u518d\u6bd4\u5982\uff0c\u9053\u5fb7\u57fa\u7840\u7406\u8bba\uff08Moral Foundations Theory\uff09\u660e\u786e\u4e86\u4eba\u7c7b\u9053\u5fb7\u7684\u6838\u5fc3\u7ef4\u5ea6\uff0c\u5305\u62ec\u5173\u7231\u4e0e\u4f24\u5bb3\u3001\u516c\u5e73\u4e0e\u4f5c\u5f0a\u3001\u5fe0\u8bda\u4e0e\u80cc\u53db\u3001\u6743\u5a01\u4e0e\u98a0\u8986\u3001\u795e\u5723\u4e0e\u5815\u843d\uff0c\u8fd9\u4e00\u7406\u8bba\u53ef\u7528\u4e8e\u5224\u65ad AI \u5728\u4e0e\u4eba\u7c7b\u5408\u4f5c\u65f6\uff0c\u662f\u5426\u80fd\u591f\u654f\u9510\u611f\u77e5\u8fd9\u4e9b\u9053\u5fb7\u654f\u611f\u70b9\u3002&nbsp;<\/p>\n\n\n\n<p>\u65e0\u8bba\u5c06 AI \u79f0\u4e3a\u201c\u4f19\u4f34\u201d \u8fd8\u662f\u201cCopilot\u201d\uff0c\u5b83\u8fdb\u5165\u4eba\u7c7b\u793e\u4f1a\u540e\uff0c\u5fc5\u987b\u9075\u5faa\u516c\u8ba4\u7684\u793e\u4f1a\u89c4\u8303\uff0c\u800c\u8fd9\u4e9b\u89c4\u8303\u7684\u5e95\u5c42\u903b\u8f91\u6b63\u662f\u57fa\u4e8e\u4e0a\u8ff0\u6210\u719f\u7684\u4ef7\u503c\u89c2\u6846\u67b6\u3002\u6211\u4eec\u5f00\u5c55\u7684\u8de8\u5b66\u79d1\u7814\u7a76\uff0c\u672c\u8d28\u4e0a\u662f\u63a2\u7d22\u5982\u4f55\u5c06\u4eba\u7c7b\u5386\u7ecf\u6570\u5343\u5e74\u6f14\u5316\u5f62\u6210\u7684\u5fae\u5999\u9053\u5fb7\u76f4\u89c9\uff0c\u8f6c\u5316\u4e3a AI \u80fd\u591f\u7406\u89e3\u5e76\u6267\u884c\u7684\u539f\u5219\u3002&nbsp;<\/p>\n\n\n\n<p><strong>\u4e3b\u6301\u4eba\uff1a\u4eba\u4eec\u5bf9\u4e8e\u201c\u597d\u7684 AI 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\u9700\u8981\u5177\u5907\u4e00\u5b9a\u7684\u7075\u6d3b\u6027\uff0c\u80fd\u591f\u4e0e\u4e0d\u540c\u533a\u57df\u3001\u7fa4\u4f53\u4e43\u81f3\u4e2a\u4f53\u7684\u4ef7\u503c\u89c2\u5b9e\u73b0\u5bf9\u9f50\u3002&nbsp;<\/p>\n\n\n\n<p>\u57fa\u4e8e\u6b64\uff0c\u6211\u4eec\u7684\u4e00\u9879\u6838\u5fc3\u5de5\u4f5c\u662f\u6784\u5efa\u8de8\u6587\u5316\u3001\u8de8\u533a\u57df\u7684\u8bc4\u6d4b\u6570\u636e\u96c6\uff0c\u7ed3\u5408\u4eba\u5de5\u6807\u6ce8\u4e0e AI \u6807\u6ce8\uff0c\u4ece\u4ef7\u503c\u89c2\u591a\u6837\u6027\u3001\u7075\u6d3b\u6027\u7b49\u7ef4\u5ea6\uff0c\u5bf9 AI \u7684\u4ef7\u503c\u89c2\u5bf9\u9f50\u80fd\u529b\u8fdb\u884c\u5168\u9762\u8bc4\u4ef7\u3002\u8fd9\u4e5f\u662f\u6211\u4eec\u6b63\u5728\u63a8\u8fdb\u7684<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/articles\/value-compass-benchmarks\/\">\u201cValue Compass\uff08\u4ef7\u503c\u89c2\u7f57\u76d8\uff09\u201d\u9879\u76ee<\/a>\u7684\u4e3b\u8981\u76ee\u6807\u3002\u76ee\u524d\u6211\u4eec\u5df2\u6784\u5efa\u8d77\u5305\u542b\u8bc4\u4ef7\u65b9\u6cd5\u4e0e\u5bf9\u9f50\u7b56\u7565\u7684\u8bc4\u6d4b\u6846\u67b6\u3002\u00a0<\/p>\n\n\n\n<p><strong>\u4e3b\u6301\u4eba\uff1a\u5bf9\u5927\u6a21\u578b\u8fdb\u884c\u4ef7\u503c\u89c2\u8bc4\u6d4b\uff0c\u5bf9\u5176\u672a\u6765\u53d1\u5c55\u5177\u6709\u54ea\u4e9b\u5b9e\u9645\u610f\u4e49\uff1f&nbsp;&nbsp;<\/strong><\/p>\n\n\n\n<p><strong>\u8c22\u5e78\uff1a<\/strong>\u8bc4\u6d4b\u5177\u6709\u5f15\u5bfc\u4f5c\u7528\u3002\u5927\u6a21\u578b\u7684\u5f00\u53d1\u8fc7\u7a0b\uff0c\u5f80\u5f80\u4f1a\u4ee5\u8bc4\u6d4b\u7ed3\u679c\u4e3a\u4f9d\u636e\uff0c\u6307\u5bfc\u8bad\u7ec3\u6570\u636e\u7684\u6536\u96c6\u3001\u8bad\u7ec3\u76ee\u6807\u7684\u8bbe\u5b9a\u3002\u6211\u4eec\u5e0c\u671b\u4ef7\u503c\u89c2\u548c\u6587\u5316\u591a\u6837\u6027\uff0c\u672a\u6765\u80fd\u6210\u4e3a\u5927\u6a21\u578b\u8bad\u7ec3\u7684\u6838\u5fc3\u76ee\u6807\u4e4b\u4e00\uff0c\u4e0d\u80fd\u4ec5\u805a\u7126\u5728\u51c6\u786e\u6027\u548c\u6548\u7387\u4e0a\uff0c\u8fd8\u9700\u5173\u6ce8\u4e0e\u4eba\u7c7b\u793e\u4f1a\u7d27\u5bc6\u76f8\u5173\u7684\u76ee\u6807\u3002&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u4e3a\u4ec0\u4e48agent\u4e0d\u80fd\u662f\u9ed1\u7bb1\">AI \u504f\u89c1\u4e0e\u98ce\u9669\u7684\u6df1\u5c42\u6839\u6e90\u53ca\u5e94\u5bf9\u4e4b\u7b56<\/h2>\n\n\n\n<p><strong>\u4e3b\u6301\u4eba\uff1a\u7ed3\u5408 AI \u7684\u53d1\u5c55\u5386\u7a0b\u53ca Societal AI \u7684\u7814\u7a76\u79ef\u7d2f\uff0c\u4f60\u8ba4\u4e3a\u5f53\u524d AI \u7cfb\u7edf\u51fa\u73b0\u504f\u89c1\u3001\u4f26\u7406\u4e89\u8bae\u53ca\u5b89\u5168\u98ce\u9669\u7684\u6df1\u5c42\u6839\u6e90\u662f\u4ec0\u4e48\uff1f<\/strong><\/p>\n\n\n\n<p><strong>\u8c22\u5e78\uff1a<\/strong>\u5176\u4e00\uff0cAI 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\u5bf9\u9636\u5c42\u6d41\u52a8\u53ca\u793e\u4f1a\u516c\u5e73\u7684\u6f5c\u5728\u51b2\u51fb\u3002&nbsp;<\/p>\n\n\n\n<p>\u8fd1\u671f\uff0c\u6211\u4eec\u8054\u5408 AI \u9886\u57df\u4e0e\u793e\u4f1a\u79d1\u5b66\u9886\u57df\u7684\u5b66\u8005\u7f16\u5199\u4e86\u4e00\u672c<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/articles\/societal-ai-whitepaper\/?lang=zh-cn\">\u767d\u76ae\u4e66<\/a>\uff0c\u7cfb\u7edf\u68b3\u7406\u4e86 Societal AI \u9886\u57df\u7684\u5341\u5927\u6838\u5fc3\u7814\u7a76\u95ee\u9898\uff0c\u5bf9\u4e0a\u8ff0\u8d8b\u52bf\u4e0e\u7126\u70b9\u95ee\u9898\u8fdb\u884c\u4e86\u8be6\u7ec6\u9610\u8ff0\u3002<\/p>\n\n\n\n<p><strong>\u4e3b\u6301\u4eba\uff1a\u57fa\u4e8e\u73b0\u6709\u89c2\u5bdf\u4e0e\u7814\u7a76\u53d1\u73b0\uff0c\u4f60\u4eec\u56e2\u961f\u56f4\u7ed5 Societal AI 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id=\"\u4eba\u673a\u4fe1\u4efb\u7684\u6838\u5fc3\u6311\u6218\u4e0e\u7406\u60f3\u5171\u751f\u56fe\u666f\">\u8de8\u5b66\u79d1\u534f\u4f5c\uff1a\u6253\u7834\u58c1\u5792\u7684\u673a\u5236\u4e0e\u5b9e\u8df5<\/h2>\n\n\n\n<p><strong>\u4e3b\u6301\u4eba\uff1a\u5b9e\u73b0\u8fd9\u4e00\u613f\u666f\u9700\u8981\u8ba1\u7b97\u673a\u79d1\u5b66\u3001\u5fc3\u7406\u5b66\u3001\u793e\u4f1a\u5b66\u3001\u6cd5\u5b66\u3001\u653f\u7b56\u7814\u7a76\u7b49\u591a\u65b9\u529b\u91cf\u7684\u6df1\u5ea6\u53c2\u4e0e\u3002\u4f60\u8ba4\u4e3a\u5e94\u5efa\u7acb\u4f55\u79cd\u673a\u5236\uff0c\u624d\u80fd\u6253\u7834\u5b66\u79d1\u58c1\u5792\uff0c\u8ba9\u591a\u5143\u89c6\u89d2\u6709\u6548\u5851\u9020 AI \u7684\u53d1\u5c55\u65b9\u5411\uff1f&nbsp;<\/strong><\/p>\n\n\n\n<p><strong>\u8c22\u5e78\uff1a<\/strong>\u8981\u771f\u6b63\u6253\u7834\u58c1\u5792\uff0c\u8fd8\u9700\u8981\u6df1\u5ea6\u7684\u878d\u5408\u3002\u4f8b\u5982\u9f13\u52b1\u793e\u4f1a\u79d1\u5b66\u5b66\u8005\u5b66\u4e60 AI \u76f8\u5173\u77e5\u8bc6\uff0cAI \u5b66\u8005\u6df1\u5165\u94bb\u7814\u793e\u4f1a\u79d1\u5b66\u7406\u8bba\uff0c\u53cc\u65b9\u5728\u540c\u4e00\u9879\u76ee\u4e2d\u5f00\u5c55\u7d27\u5bc6\u5408\u4f5c\u3002\u76ee\u524d\uff0c\u6211\u4eec\u5df2\u901a\u8fc7\u9080\u8bf7\u793e\u4f1a\u79d1\u5b66\u5b66\u8005\u8bbf\u95ee\u3001\u76f4\u63a5\u62db\u8058\u5fc3\u7406\u5b66\u535a\u58eb\u7b49\u65b9\u5f0f\uff0c\u62c9\u8fd1\u4e86\u4e0d\u540c\u5b66\u79d1\u95f4\u7684\u7269\u7406\u8ddd\u79bb\uff0c\u4f18\u5316\u4e86\u4eba\u624d\u7ed3\u6784\uff0c\u4e3a\u6253\u7834\u58c1\u5792\u5960\u5b9a\u4e86\u57fa\u7840\u3002&nbsp;<\/p>\n\n\n\n<p>\u53e6\u4e00\u65b9\u9762\uff0c\u5e94\u8be5\u4ece\u6559\u80b2\u9636\u6bb5\u5165\u624b\uff0c\u6253\u7834\u793e\u4f1a\u79d1\u5b66\u4e0e\u7406\u5de5\u79d1\u7684\u5b66\u79d1\u5212\u5206\u3002\u8ba9\u5b66\u751f\u5728\u65e9\u671f\u6559\u80b2\u4e2d\u63a5\u89e6\u591a\u5143\u5b66\u79d1\u77e5\u8bc6\uff0c\u6784\u5efa\u8de8\u5b66\u79d1\u7684\u77e5\u8bc6\u80cc\u666f\uff0c\u8fd9\u5bf9\u4e8e\u672a\u6765\u5f00\u5c55\u590d\u6742\u7684\u793e\u4f1a\u5316\u7814\u7a76\u975e\u5e38\u6709\u5e2e\u52a9\u3002&nbsp;<\/p>\n\n\n\n<p>\u6bd4\u5982\uff0c\u6211\u4eec\u56e2\u961f\u5c31\u6709\u5fc3\u7406\u5b66\u4e13\u4e1a\u7684\u540c\u4e8b\u3002\u5979\u4e13\u6ce8\u4e8e\u5fc3\u7406\u6d4b\u91cf\u5b66\uff0c\u6df1\u8015\u8fa9\u8bc1\u601d\u7ef4\u4e0e\u521b\u65b0\u529b\u3002\u5979\u6b64\u524d\u7684\u5fc3\u7406\u5b66\u7814\u7a76\u662f\u57fa\u4e8e\u6570\u636e\u5206\u6790\u7684\uff0c\u56e0\u6b64\u56e2\u961f\u6c9f\u901a\u5177\u5907\u5171\u540c\u8bed\u8a00\u3002\u5c3d\u7ba1\u7f3a\u4e4f\u8ba1\u7b97\u673a\u9886\u57df\u7684\u4e13\u4e1a\u77e5\u8bc6\uff0c\u4f46\u5979\u4e3b\u52a8\u5b66\u4e60\u4e86\u5927\u91cf\u7684 AI \u76f8\u5173\u77e5\u8bc6\uff0c\u501f\u52a9\u5f53\u524d\u7684 AI \u6280\u672f\uff0c\u5979\u5df2\u81ea\u4e3b\u5f00\u53d1\u4e86\u4e00\u4e9b\u7814\u7a76\u4e2d\u6240\u9700\u7684\u5de5\u5177\u3001\u6570\u636e\u5904\u7406\u65b9\u5f0f\uff0c\u751a\u81f3AI\u5e73\u53f0\uff0c\u4e3a\u6d4b\u8bd5\u4e0e\u6570\u636e\u91c7\u96c6\u5de5\u4f5c\u63d0\u4f9b\u4e86\u91cd\u8981\u652f\u6301\u3002&nbsp;<\/p>\n\n\n\n<p>\u603b\u4e4b\uff0c\u8de8\u5b66\u79d1\u5408\u4f5c\u7684\u5173\u952e\u5728\u4e8e\u5f00\u653e\u7684\u5fc3\u6001\u3002\u65e0\u8bba\u662f\u8de8\u9886\u57df\u52a0\u5165\u7684\u540c\u4e8b\uff0c\u8fd8\u662f\u8ba1\u7b97\u673a\u80cc\u666f\u7684\u7814\u7a76\u5458\uff0c\u90fd\u613f\u610f\u53bb\u5b66\u4e60\u81ea\u5df1\u4e0d\u719f\u6089\u7684\u77e5\u8bc6\uff0c\u613f\u610f\u503e\u542c\u8ddf\u81ea\u5df1\u4ee5\u5f80\u8ba4\u77e5\u4e0d\u540c\u7684\u89c2\u70b9\uff0c\u8fd9\u662f\u5b9e\u73b0\u6709\u6548\u5408\u4f5c\u7684\u524d\u63d0\u3002&nbsp;<\/p>\n\n\n\n<p><strong>\u4e3b\u6301\u4eba\uff1a\u5bf9\u666e\u901a\u516c\u4f17\u6765\u8bf4\uff0c\u8981\u600e\u4e48\u52a0\u5165\u5230\u8fd9\u6837\u7684\u8de8\u5b66\u79d1\u5bf9\u8bdd\u4e2d\uff1f<\/strong><\/p>\n\n\n\n<p><strong>\u8c22\u5e78\uff1a<\/strong>\u666e\u901a\u4eba\u5b8c\u5168\u6709\u80fd\u529b\u4e14\u5e94\u5f53\u53c2\u4e0e\u5176\u4e2d\u3002Societal AI \u770b\u4f3c\u5b8f\u5927\uff0c\u5b9e\u5219\u4e0e\u6bcf\u4e2a\u4eba\u7684\u65e5\u5e38\u751f\u6d3b\u606f\u606f\u76f8\u5173\u3002\u4f8b\u5982\uff0c\u5bb6\u957f\u5728\u5f15\u5bfc\u5b69\u5b50\u4f7f\u7528 AI \u8f85\u52a9\u5b66\u4e60\u65f6\uff0c\u662f\u5426\u53d1\u73b0 AI \u53ef\u80fd\u9650\u5236\u5b69\u5b50\u7684\u72ec\u7acb\u601d\u8003\u80fd\u529b\uff1f\u804c\u573a\u4eba\u58eb\u5728\u4f7f\u7528 AI Agent \u65f6\uff0c\u662f\u5426\u5bdf\u89c9\u5230\u6f5c\u5728\u7684\u504f\u89c1\uff1f\u8fd9\u4e9b\u65e5\u5e38\u4f53\u9a8c\u4e0e\u89c2\u5bdf\uff0c\u6b63\u662f\u7814\u7a76\u5de5\u4f5c\u5b9d\u8d35\u7684\u8d77\u70b9\u3002&nbsp;<\/p>\n\n\n\n<p>\u5bf9\u4e8e\u611f\u5174\u8da3\u7684\u4eba\uff0c\u5efa\u8bae\u9002\u5f53\u5173\u6ce8\u79d1\u666e\u7c7b\u7814\u7a76\u52a8\u6001\uff0c\u5c1d\u8bd5\u9605\u8bfb\u76f8\u5173\u767d\u76ae\u4e66\u53ca\u7814\u7a76\u8bba\u6587\u3002\u8fd9\u6709\u52a9\u4e8e\u6446\u8131\u76f2\u76ee\u7684\u6280\u672f\u7126\u8651\uff0c\u4ee5\u66f4\u4e13\u4e1a\u3001\u79d1\u5b66\u7684\u6001\u5ea6\u5229\u7528 AI \u63d0\u5347\u81ea\u6211\uff0c\u5b9e\u73b0\u4ece\u88ab\u52a8\u53d7\u4f17\u5411\u4e3b\u52a8\u9a71\u52a8\u8005\u7684\u8f6c\u53d8\u3002&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u4eba\u673a\u4fe1\u4efb\u7684\u6838\u5fc3\u6311\u6218\u4e0e\u7406\u60f3\u5171\u751f\u56fe\u666f\">\u5bf9 AI \u91cd\u6784\u5de5\u4f5c\u5f62\u6001\u8fdb\u884c\u6df1\u5c42\u63a2\u7d22<\/h2>\n\n\n\n<p><strong>\u4e3b\u6301\u4eba\uff1a\u9664\u4e0a\u8ff0\u51e0\u4e2a\u65b9\u5411\u5916\uff0c\u4f60\u6700\u8fd1\u8fd8\u4f1a\u601d\u8003\u54ea\u4e9b\u65b0\u95ee\u9898\uff1f\u4e0b\u4e00\u6b65\uff0c\u4f60\u6700\u60f3\u89e3\u51b3 Societal AI \u91cc\u7684\u4ec0\u4e48\u95ee\u9898\uff1f&nbsp;<\/strong><\/p>\n\n\n\n<p><strong>\u8c22\u5e78\uff1a<\/strong>Societal AI \u6db5\u76d6\u7684\u95ee\u9898\u4f17\u591a\uff0c\u524d\u9762\u63d0\u53ca\u7684\u767d\u76ae\u4e66\u5217\u51fa\u4e86\u5341\u5927\u6838\u5fc3\u95ee\u9898\uff0c\u76ee\u524d\u6211\u4eec\u7684\u7814\u7a76\u5c1a\u672a\u5168\u9762\u8986\u76d6\u3002\u9664\u4e86\u5df2\u5f00\u5c55\u7684\u7814\u7a76\u65b9\u5411\u4ee5\u5916\uff0c\u6211\u4eec\u540c\u6837\u5173\u6ce8 AI \u5bf9\u5de5\u4f5c\u7684\u5f71\u54cd\u3002\u6211\u4eec\u6b63\u5728\u4e0e\u4e00\u4f4d\u957f\u671f\u7814\u7a76\u9636\u5c42\u6d41\u52a8\u4e0e\u6280\u672f\u653f\u7b56\u7684\u793e\u4f1a\u5b66\u6559\u6388\u5408\u4f5c\uff0c\u6df1\u5165\u63a2\u8ba8 AI \u5bf9\u5c31\u4e1a\u3001\u6559\u80b2\u7684\u6f5c\u5728\u5f71\u54cd\u3002&nbsp;<\/p>\n\n\n\n<p>\u4e0b\u4e00\u6b65\uff0c\u6211\u4eec\u5e0c\u671b\u6df1\u5165\u63a2\u7d22\u7684\u662f AI \u5bf9\u4f01\u4e1a\u7ec4\u7ec7\u7ed3\u6784\u7684\u91cd\u6784\u4f5c\u7528\u3002\u5f53\u524d\uff0cAI Agent \u5df2\u6210\u4e3a\u70ed\u8bae\u8bdd\u9898\uff0c\u4f46\u5f53 AI \u771f\u6b63\u878d\u5165\u65e5\u5e38\u529e\u516c\u6d41\u7a0b\uff0c\u5e26\u6765\u7684\u6311\u6218\u8fdc\u4e0d\u6b62\u6280\u672f\u5c42\u9762\u3002\u6211\u4eec\u6b63\u5728\u805a\u7126\u4e00\u7cfb\u5217\u5177\u4f53\u95ee\u9898\uff1a\u5458\u5de5\u5927\u89c4\u6a21\u4f7f\u7528 AI \u534f\u540c\u5de5\u4f5c\u65f6\uff0c\u4f20\u7edf\u7684\u6c47\u62a5\u5173\u7cfb\u4e0e\u534f\u4f5c\u94fe\u6761\u5c06\u53d1\u751f\u4f55\u79cd\u53d8\u5316\uff1f\u82e5 AI \u627f\u62c5\u5927\u90e8\u5206\u57fa\u7840\u5206\u6790\u5de5\u4f5c\uff0c\u521d\u7ea7\u5458\u5de5\u7684\u6210\u957f\u8def\u5f84\u662f\u5426\u4f1a\u88ab\u963b\u65ad\uff1f\u54ea\u4e9b\u4e1a\u52a1\u73af\u8282\u9002\u5408 AI \u6df1\u5ea6\u4ecb\u5165\uff0c\u751a\u81f3\u8d4b\u4e88\u5176\u51b3\u7b56\u5efa\u8bae\u6743\uff1f\u54ea\u4e9b\u73af\u8282\u5fc5\u987b\u4fdd\u7559\u4eba\u7c7b\u7684\u6700\u7ec8\u51b3\u7b56\u6743\uff0c\u4ee5\u4fdd\u969c\u793e\u4f1a\u8d23\u4efb\u7684\u843d\u5b9e\uff1f&nbsp;<\/p>\n\n\n\n<p>\u968f\u7740 AI \u80fd\u529b\u7684\u589e\u5f3a\uff0c\u4e0d\u4ec5\u662f\u5c97\u4f4d\u6d88\u5931\u7684\u95ee\u9898\uff0c\u66f4\u591a\u662f\u5c97\u4f4d\u201c\u6027\u8d28\u91cd\u5851\u201d\u7684\u95ee\u9898\u3002\u5fae\u8f6f\u5185\u90e8\u5176\u5b9e\u5df2\u7ecf\u5728\u8fd9\u65b9\u9762\u505a\u4e86\u5f88\u591a\u524d\u77bb\u6027\u7684\u5c1d\u8bd5\uff0c\u6bd4\u5982\u9080\u8bf7\u6765\u81ea\u4e0d\u540c\u56fd\u5bb6\u7684\u793e\u4f1a\u79d1\u5b66\u5bb6\uff0c\u5171\u540c\u9884\u6d4b AI \u5bf9\u672a\u6765\u957f\u8fdc\u5de5\u4f5c\u5f62\u6001\u7684\u5f71\u54cd\u3002\u6211\u4eec\u5e0c\u671b\u4e0d\u53ea\u662f\u5173\u6ce8\u6280\u672f\u6307\u6807\uff0c\u66f4\u80fd\u4ece\u4eba\u7684\u611f\u53d7\u548c\u793e\u4f1a\u7684\u7a33\u5b9a\u6027\u51fa\u53d1\uff0c\u5bfb\u627e\u4e00\u79cd\u65b0\u7684\u793e\u4f1a\u534f\u4f5c\u6a21\u5f0f\u3002&nbsp;<\/p>\n\n\n\n<p><strong>\u4e3b\u6301\u4eba\uff1a<\/strong>\u4f60\u60f3\u8c61\u4e2d\u7684\u201cAI \u4f19\u4f34\u201d\u662f\u4ec0\u4e48\u6837\u7684\uff1f\u6b22\u8fce\u5206\u4eab\u4f60\u7684\u770b\u6cd5\u3002\u6211\u4eec\u4e0b\u671f\u518d\u89c1\uff01<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>\u76f8\u5173\u9605\u8bfb\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/publication\/general-scales-unlock-ai-evaluation-with-explanatory-and-predictive-power\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u8bba\u6587\uff1aGeneral Scales Unlock AI Evaluation with Explanatory and Predictive Power<\/a><\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/arxiv.org\/abs\/2412.16468\">\u8bba\u6587\uff1aThe Road to Artificial SuperIntelligence: A Comprehensive Survey of Superalignment&nbsp;<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/arxiv.org\/abs\/2310.17551\">\u8bba\u6587\uff1aUnpacking the Ethical Value Alignment in Big Models<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/arxiv.org\/abs\/2308.12014\">\u8bba\u6587\uff1aFrom Instructions to Intrinsic Human Values &#8212; A Survey of Alignment Goals for&nbsp;<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n\n\n\n<li><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/arxiv.org\/abs\/2402.17764\">\u8bba\u6587\uff1aThe Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/project\/societal-ai\/white-paper\/\">\u767d\u76ae\u4e66\uff1aSocietal AI: Research Challenges and Opportunities&nbsp;<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/articles\/societal-ai-whitepaper\/\">\u6587\u7ae0\uff1a\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u53d1\u5e03\u793e\u4f1a\u8d23\u4efb\u4eba\u5de5\u667a\u80fd\u767d\u76ae\u4e66\uff0c\u52a9\u529b\u6784\u5efa\u4ee5\u4eba\u4e3a\u672c\u7684AI\u7cfb\u7edf&nbsp;<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/articles\/value-compass-benchmarks\/\">\u6587\u7ae0\uff1aValue Compass Benchmarks\u81ea\u8fdb\u5316\u8bc4\u6d4b\u6846\u67b6\uff0c\u6df1\u5ea6\u5256\u6790\u5927\u6a21\u578b\u201c\u4e09\u89c2\u201d&nbsp;<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/articles\/value-compass\/\">\u6587\u7ae0\uff1a\u4ef7\u503c\u89c2\u7f57\u76d8\uff1a\u5982\u4f55\u8ba9\u5927\u6a21\u578b\u4e0e\u4eba\u7c7b\u4ef7\u503c\u89c2\u5bf9\u9f50?&nbsp;<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/articles\/xing-xie-societal-ai-2\/\">\u7f72\u540d\u6587\u7ae0\uff1a\u8de8\u5b66\u79d1\u5408\u4f5c\u6784\u5efa\u5177\u6709\u793e\u4f1a\u8d23\u4efb\u7684\u4eba\u5de5\u667a\u80fd<\/a><\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<p><strong>\u58f0\u660e\uff1a<\/strong><\/p>\n\n\n\n<p>\u300aAI Next\u300b\u662f\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u63a8\u51fa\u7684\u4e00\u6863\u5229\u7528 AI \u6280\u672f\u5236\u4f5c\u7684\u64ad\u5ba2\uff0c\u65e8\u5728\u63a2\u7d22\u5408\u6210\u751f\u6210\u5f0f\u6280\u672f\u5728\u5185\u5bb9\u5236\u4f5c\u548c\u4f20\u64ad\u4e2d\u7684\u65b0\u5f62\u5f0f\u4e0e\u53ef\u80fd\u6027\u3002\u8282\u76ee\u4e2d\u7684\u8bed\u97f3\u5747\u975e\u771f\u4eba\u5f55\u5236\uff0c\u800c\u662f\u7531\u7814\u7a76\u6280\u672f\u539f\u578b\u5408\u6210\u3002\u5176\u4e2d\uff0c\u5609\u5bbe\u8bed\u97f3\u7531 VibeVoice \u6280\u672f\u57fa\u4e8e\u65e2\u5b9a\u6587\u5b57\u5185\u5bb9\u4ee5\u53ca\u5609\u5bbe\u58f0\u97f3\u6837\u672c\u5408\u6210\uff0c\u5ba3\u4f20\u89c6\u9891\u4e2d\u7684\u5609\u5bbe\u4eba\u7269\u5934\u50cf\u7531 VASA \u6280\u672f\u57fa\u4e8e\u97f3\u9891\u5185\u5bb9\u4ee5\u53ca\u5361\u901a\u98ce\u683c\u5408\u6210\u548c\u6e32\u67d3\u3002<\/p>\n\n\n\n<p>\u4f5c\u4e3a\u4e00\u9879\u63a2\u7d22\u6027\u64ad\u5ba2\u8282\u76ee\uff0c\u300aAI Next\u300b\u4e2d\u6d89\u53ca\u7684\u76f8\u5173\u6280\u672f\u4ecd\u5904\u4e8e\u7814\u7a76\u9636\u6bb5\uff0c\u751f\u6210\u5185\u5bb9\u7684\u8868\u73b0\u53ef\u80fd\u53d7\u591a\u79cd\u8f93\u5165\u56e0\u7d20\u7684\u5f71\u54cd\u3002\u8282\u76ee\u5236\u4f5c\u53ca\u53d1\u5e03\u9075\u5faa\u4eba\u5de5\u667a\u80fd\u3001\u6570\u636e\u5b89\u5168\u4e0e\u9690\u79c1\u4fdd\u62a4\u76f8\u5173\u7684\u6cd5\u5f8b\u6cd5\u89c4\u3002\u8282\u76ee\u4e2d\u6240\u4f7f\u7528\u7684\u8bed\u97f3\u3001\u6587\u5b57\u4e0e\u56fe\u50cf\u5747\u83b7\u5f97\u5609\u5bbe\u6388\u6743\uff0c\u4ec5\u7528\u4e8e\u79d1\u7814\u4e0e\u79d1\u666e\u5c55\u793a\u3002\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u5c06\u6301\u7eed\u5bf9\u76f8\u5173\u6280\u672f\u8fdb\u884c\u4f18\u5316\uff0c\u63d0\u5347\u8282\u76ee\u7684\u6536\u542c\u4f53\u9a8c\u3002<\/p>\n\n\n\n<p>\u968f\u7740\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u5feb\u901f\u53d1\u5c55\uff0c\u786e\u4fdd\u76f8\u5173\u6280\u672f\u80fd\u88ab\u4eba\u4eec\u4fe1\u8d56\u662f\u4e00\u4e2a\u4e9f\u9700\u89e3\u51b3\u7684\u95ee\u9898\u3002\u5fae\u8f6f\u4e3b\u52a8\u91c7\u53d6\u4e86\u4e00\u7cfb\u5217\u63aa\u65bd\u6765\u9884\u5224\u548c\u964d\u4f4e\u4eba\u5de5\u667a\u80fd\u6280\u672f\u6240\u5e26\u6765\u7684\u98ce\u9669\u3002\u5fae\u8f6f\u81f4\u529b\u4e8e\u4f9d\u7167\u4ee5\u4eba\u4e3a\u672c\u7684\u4f26\u7406\u539f\u5219\u63a8\u52a8\u4eba\u5de5\u667a\u80fd\u7684\u53d1\u5c55\uff0c\u65e9\u57282018\u5e74\u5c31\u53d1\u5e03\u4e86\u201c\u516c\u5e73\u3001\u5305\u5bb9\u3001\u53ef\u9760\u4e0e\u5b89\u5168\u3001\u900f\u660e\u3001\u9690\u79c1\u4e0e\u4fdd\u969c\u3001\u8d1f\u8d23\u201d\u516d\u4e2a\u8d1f\u8d23\u4efb\u7684\u4eba\u5de5\u667a\u80fd\u539f\u5219\uff08Responsible AI Principles\uff09\uff0c\u968f\u540e\u53c8\u53d1\u5e03\u4e86\u8d1f\u8d23\u4efb\u7684\u4eba\u5de5\u667a\u80fd\u6807\u51c6\uff08Responsible AI Standards\uff09\u5c06\u5404\u9879\u539f\u5219\u5b9e\u65bd\u843d\u5730\uff0c\u5e76\u8bbe\u7f6e\u4e86\u6cbb\u7406\u67b6\u6784\u786e\u4fdd\u5404\u56e2\u961f\u628a\u5404\u9879\u539f\u5219\u548c\u6807\u51c6\u843d\u5b9e\u5230\u65e5\u5e38\u5de5\u4f5c\u4e2d\u3002\u5fae\u8f6f\u4e5f\u6301\u7eed\u4e0e\u5168\u7403\u7684\u7814\u7a76\u4eba\u5458\u548c\u5b66\u672f\u673a\u6784\u5408\u4f5c\uff0c\u4e0d\u65ad\u63a8\u8fdb\u8d1f\u8d23\u4efb\u7684\u4eba\u5de5\u667a\u80fd\u7684\u5b9e\u8df5\u548c\u6280\u672f\u3002<\/p>\n\n\n\n<p>\u6240\u6709\u4f7f\u7528\u6216\u8f6c\u8f7d\u672c\u8282\u76ee\u7684\u4e2a\u4eba\u4e0e\u673a\u6784\uff0c\u5728\u5f15\u7528\u4e0e\u4f20\u64ad\u65f6\u9700\u660e\u786e\u6807\u6ce8\u76f8\u5173\u5185\u5bb9\u201c\u7531AI\u6280\u672f\u5408\u6210\u201d\u6216\u8005\u4e0d\u5f97\u79fb\u9664\u5df2\u6709\u7684\u6807\u8bc6\uff0c\u5e76\u907f\u514d\u4efb\u4f55\u53ef\u80fd\u5f15\u53d1\u8bef\u5bfc\u6216\u4fb5\u72af\u4ed6\u4eba\u6743\u76ca\u7684\u4f7f\u7528\u65b9\u5f0f\u3002\u82e5\u60a8\u53d1\u73b0\u672c\u8282\u76ee\u5185\u5bb9\u6216\u76f8\u5173\u6280\u672f\u88ab\u975e\u6cd5\u4f7f\u7528\uff0c\u8bf7\u901a\u8fc7<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/msrc.microsoft.com\/report\" target=\"_blank\" rel=\"noopener noreferrer\">\u5fae\u8f6f\u5b89\u5168\u54cd\u5e94\u4e2d\u5fc3\uff08Microsoft Security Response Center\uff09\u7f51\u7ad9<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>\u8fdb\u884c\u4e3e\u62a5\u3002<\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u300aAI Next\u300b\u662f\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u63a8\u51fa\u7684\u4e00\u6863\u5229\u7528 AI \u6280\u672f\u5236\u4f5c\u7684\u64ad\u5ba2\uff0c\u5185\u5bb9\u805a\u7126 AI \u524d\u6cbf\u6280\u672f\u3001\u79d1\u7814\u8d8b\u52bf\u4e0e\u793e\u4f1a\u5f71\u54cd\u3002\u7b2c\u4e00\u5b63\u4e3b\u8981\u56f4\u7ed5\u5f53\u4eca\u667a\u80fd\u53d1\u5c55\u7684\u6838\u5fc3\u8bae\u9898\uff0c\u63a2\u7d22\u524d\u6cbf\u8d8b\u52bf\u3002 \u5728\u7b2c\u4e94\u671f\u8282\u76ee\u4e2d\uff0c\u6211\u4eec\u9080\u8bf7\u5230\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u526f\u9662\u957f\u8c22\u5e78\u535a\u58eb\uff0c\u5171\u540c\u63a2\u8ba8 AI \u4e0e\u793e\u4f1a\u7684\u6df1\u5c42\u5173\u8054\u3002\u968f\u7740 AI \u4ece\u5355\u7eaf\u7684\u5de5\u5177\u9010\u6b65\u6f14\u8fdb\u4e3a\u4eba\u7c7b\u7684\u201c\u4f19\u4f34\u201d\uff0c\u4e00\u7cfb\u5217\u5173\u4e4e\u6280\u672f\u8d70\u5411\u4e0e\u793e\u4f1a\u5171\u751f\u7684\u5173\u952e\u95ee\u9898\u4e5f\u6d6e\u51fa\u6c34\u9762\uff1aAI\u7684\u4ef7\u503c\u89c2\u7a76\u7adf\u6e90\u81ea\u4f55\u5904\uff1f\u5982\u4f55\u6784\u5efa\u53ef\u4fe1\u4efb\u3001\u8d1f\u8d23\u4efb\u7684 AI \u7cfb\u7edf\uff1f\u6280\u672f\u98de\u901f\u8fed\u4ee3\u65f6\uff0c\u6211\u4eec\u8be5\u5982\u4f55\u8ba9 AI \u4e0e\u4e2a\u4eba\u3001\u793e\u533a\u3001\u793e\u4f1a\u548c\u8c10\u5171\u751f\uff0c\u65e2\u589e\u5f3a\u4eba\u7c7b\u80fd\u529b\uff0c\u53c8\u575a\u5b88\u4eba\u7684\u4e3b\u4f53\u6027\uff1f&nbsp; \u5609\u5bbe\u4ecb\u7ecd 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SIGKDD\u65f6\u95f4\u68c0\u9a8c\u8bba\u6587\u5956\uff0c2023\u5e74IEEE MDM\u65f6\u95f4\u68c0\u9a8c\u8bba\u6587\u5956\u4e0e\u4e2d\u56fd\u8ba1\u7b97\u673a\u5b66\u4f1a\u81ea\u7136\u79d1\u5b66\u4e00\u7b49\u5956\uff0c\u5e76\u4e8e\u540c\u5e74\u5165\u9009DeepTech\u201c\u4e2d\u56fd\u667a\u80fd\u8ba1\u7b97\u79d1\u6280\u521b\u65b0\u4eba\u7269\u201d\u30022025\u5e74\uff0c\u8c22\u5e78\u535a\u58eb\u88ab\u6388\u4e88\u201c\u5317\u4eac\u5e02\u52b3\u52a8\u6a21\u8303\u201d\u8363\u8a89\u79f0\u53f7\u3002&nbsp; \u8c22\u5e78\u535a\u58eb\u662f\u56fd\u9645\u8ba1\u7b97\u673a\u5b66\u4f1a\u4f1a\u58eb\uff08ACM Fellow\uff09\u3001\u7535\u6c14\u7535\u5b50\u5de5\u7a0b\u5e08\u5b66\u4f1a\u4f1a\u58eb\uff08IEEE 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