{"id":1159538,"date":"2025-12-30T00:06:23","date_gmt":"2025-12-30T08:06:23","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-blog-post&#038;p=1159538"},"modified":"2025-12-30T00:10:36","modified_gmt":"2025-12-30T08:10:36","slug":"ai-next-podcast-s1e3","status":"publish","type":"msr-blog-post","link":"https:\/\/www.microsoft.com\/en-us\/research\/articles\/ai-next-podcast-s1e3\/","title":{"rendered":"AI Next \u64ad\u5ba2 S1E3 | \u5bf9\u8bdd\u6768\u7389\u5e86&\u738b\u97f5\uff1aAgentic AI\u4f1a\u6210\u4e3a\u667a\u80fd\u81ea\u4e3b\u4f53\u5417\uff1f"},"content":{"rendered":"<div class=\"wp-block-msr-podcast-container my-4\">\n\t<iframe loading=\"lazy\" src=\"https:\/\/www.xiaoyuzhoufm.com\/episode\/694e362a2db086f8970fcd83\" 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>\u300aAI Next\u300b\u7b2c\u4e09\u671f\u8282\u76ee\uff0c\u6211\u4eec\u5c06\u76ee\u5149\u6295\u5411\u8fd1\u5e74\u6765\u53d1\u5c55\u8fc5\u901f\u7684 Agent\uff08\u667a\u80fd\u4f53\uff09\u548c Agentic AI\uff0c\u4e0e\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u9996\u5e2d\u7814\u53d1\u5de5\u7a0b\u5e08\u6768\u7389\u5e86\u4e0e\u9ad8\u7ea7\u7814\u7a76\u5458\u738b\u97f5\uff0c\u5171\u540c\u63a2\u8ba8 AI \u5982\u4f55\u4ece\u5bf9\u8bdd\u5f0f\u201c\u52a9\u624b\u201d\u6f14\u8fdb\u4e3a\u80fd\u591f\u88ab\u4eba\u653e\u5fc3\u59d4\u6258\u4efb\u52a1\u7684\u667a\u80fd\u201c\u4f19\u4f34\u201d\u3002Agentic AI \u4e0e\u4f20\u7edf\u8f6f\u4ef6\u3001AI \u52a9\u624b\u7a76\u7adf\u6709\u4f55\u672c\u8d28\u4e0d\u540c\uff1f\u5f53 AI \u5f00\u59cb\u7406\u89e3\u4eba\u7684\u601d\u8003\u8fc7\u7a0b\uff0c\u6211\u4eec\u7684\u5de5\u4f5c\u65b9\u5f0f\u3001\u534f\u4f5c\u6a21\u5f0f\uff0c\u4e43\u81f3\u5bf9\u667a\u80fd\u7684\u7406\u89e3\uff0c\u53c8\u5c06\u4f1a\u53d1\u751f\u600e\u6837\u7684\u6539\u53d8\uff1f<\/p>\n\n\n\n<p><strong><br>\u5609\u5bbe\u4ecb\u7ecd<\/strong><\/p>\n\n\n\n<p><strong>\u6768\u7389\u5e86<\/strong><strong>\u535a\u58eb<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/yuqyang\/\">\u6768\u7389\u5e86\u535a\u58eb<\/a>\u73b0\u4efb\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u9996\u5e2d\u7814\u53d1\u5de5\u7a0b\u5e08\uff0c\u5e26\u9886\u7cfb\u7edf\u4e0e\u5de5\u7a0b\u7ec4\u4e13\u6ce8\u4e8e\u5927\u6a21\u578b\u7cfb\u7edf\u548c\u591a\u6a21\u6001\u7cfb\u7edf\u7684\u7814\u7a76\u3002\u4ed6\u7684\u7814\u7a76\u5174\u8da3\u5305\u62ec\u5927\u6a21\u578b\u7684\u9ad8\u6548\u8ba1\u7b97\u548c\u667a\u80fd\u4f53\u7cfb\u7edf\u7684\u9876\u5c42\u8bbe\u8ba1\u7b49\u3002\u76f8\u5173\u7814\u7a76\u6210\u679c\u591a\u6b21\u53d1\u8868\u4e8e OSDI\u3001SOSP\u3001EuroSys\u3001ATC\u3001CVPR\u3001ICCV\u3001NeurIPS \u7b49\u56fd\u9645\u9876\u7ea7\u4f1a\u8bae\u3002\u6768\u7389\u5e86\u5206\u522b\u4e8e2006\u5e74\u548c2011\u5e74\u83b7\u5f97\u590d\u65e6\u5927\u5b66\u7684\u5b66\u58eb\u5b66\u4f4d\u548c\u535a\u58eb\u5b66\u4f4d\u3002<\/p>\n\n\n\n<p><strong>\u738b\u97f5\u535a\u58eb<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/wangyun\/\">\u738b\u97f5\u535a\u58eb<\/a>\u662f\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7684\u9ad8\u7ea7\u7814\u7a76\u5458\u3002\u5979\u7684\u7814\u7a76\u4e3b\u8981\u5173\u6ce8\u5a92\u4ecb\u5982\u4f55\u4f5c\u4e3a\u4e00\u79cd\u57fa\u7840\u7ed3\u6784\uff0c\u5851\u9020\u4eba\u7c7b\u7684\u7406\u89e3\u3001\u8868\u8fbe\u3001\u521b\u9020\u4e0e\u534f\u4f5c\u65b9\u5f0f\uff0c\u5e76\u8fdb\u4e00\u6b65\u63a2\u7d22 AI 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\u7b49\u56fd\u9645\u9876\u7ea7\u5b66\u672f\u4f1a\u8bae\u4e0e\u671f\u520a\uff0c\u540c\u65f6\uff0c\u5979\u4e5f\u957f\u671f\u62c5\u4efb\u76f8\u5173\u5927\u4f1a\u548c\u671f\u520a\u7684\u7a0b\u5e8f\u59d4\u5458\u4f1a\u6210\u5458\u53ca\u5ba1\u7a3f\u4eba\u3002<\/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 size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"549\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-s1e3-qrcode-1-1024x549.png\" alt=\"qr code\" class=\"wp-image-1159544\" style=\"width:600px\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-s1e3-qrcode-1-1024x549.png 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-s1e3-qrcode-1-300x161.png 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-s1e3-qrcode-1-768x412.png 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-s1e3-qrcode-1-1536x824.png 1536w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-s1e3-qrcode-1-2048x1099.png 2048w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-s1e3-qrcode-1-710x380.png 710w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-s1e3-qrcode-1-240x129.png 240w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"298\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-s1e3-qrcode-2-1024x298.png\" alt=\"qr code\" class=\"wp-image-1159545\" style=\"width:600px\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-s1e3-qrcode-2-1024x298.png 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-s1e3-qrcode-2-300x87.png 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-s1e3-qrcode-2-768x223.png 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-s1e3-qrcode-2-1536x447.png 1536w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-s1e3-qrcode-2-2048x596.png 2048w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-s1e3-qrcode-2-240x70.png 240w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"298\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-s1e3-qrcode-3-1024x298.png\" alt=\"qr code\" class=\"wp-image-1159546\" style=\"width:600px\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-s1e3-qrcode-3-1024x298.png 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-s1e3-qrcode-3-300x87.png 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-s1e3-qrcode-3-768x223.png 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-s1e3-qrcode-3-1536x447.png 1536w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-s1e3-qrcode-3-2048x596.png 2048w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-s1e3-qrcode-3-240x70.png 240w\" 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:\/\/www.microsoft.com\/en-us\/research\/articles\/vibevoice\/\" target=\"_blank\" rel=\"noreferrer noopener\">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:\/\/www.microsoft.com\/en-us\/research\/articles\/vasa-3d\/\" target=\"_blank\" rel=\"noreferrer noopener\">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\u3002TRELLIS \u5219\u662f\u4e00\u4e2a 3D 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Next\u300b\u3002<\/strong><\/p>\n\n\n\n<p><strong>\u8fc7\u53bb\u6211\u4eec\u548c AI \u7684\u6a21\u5f0f\u66f4\u591a\u7684\u662f\u4e00\u95ee\u4e00\u7b54\u3002\u4f46\u6700\u8fd1 Agent\uff08\u667a\u80fd\u4f53\uff09\u548c Agentic AI \u6210\u4e86\u70ed\u8bcd\uff0cAI \u6b63\u5728\u4ece\u4e00\u4e2a\u88ab\u52a8\u54cd\u5e94\u7684\u5de5\u5177\uff0c\u8fdb\u5316\u4e3a\u4e00\u4e2a\u80fd\u88ab\u4eba\u653e\u5fc3\u59d4\u6258\u4efb\u52a1\u7684\u667a\u80fd\u4f53\u3002\u5728\u4f60\u4eec\u770b\u6765\uff0cAgentic AI \u7684\u51fa\u73b0\u89e3\u51b3\u4e86\u54ea\u4e9b\u8fc7\u53bb\u4f20\u7edf\u5de5\u5177\u96be\u4ee5\u5904\u7406\u7684\u4efb\u52a1\uff1f<\/strong><\/p>\n\n\n\n<p><strong>\u6768\u7389\u5e86\uff1a<\/strong>\u4ece\u53d1\u5c55\u8109\u7edc\u4e0a\u770b\uff0c\u73b0\u4ee3 Agent \u53ef\u4ee5\u88ab\u7406\u89e3\u4e3a\u8f6f\u4ef6\u7cfb\u7edf\u7684\u4e00\u6b21\u6301\u7eed\u8fdb\u5316\u3002\u65e0\u8bba\u662f\u65e9\u671f\u7684\u5de5\u5177\u578b\u8f6f\u4ef6\uff0c\u5982 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id=\"agentic-ai\u7684\u4e09\u9636\u6bb5\u8fdb\u5316\">Agentic AI\u7684\u4e09\u9636\u6bb5\u8fdb\u5316<\/h2>\n\n\n\n<p><strong>\u4e3b\u6301\u4eba\uff1aAgentic AI \u5e76\u4e0d\u662f\u4e00\u4e2a\u65b0\u7684\u6982\u5ff5\uff0c\u4f46\u5728\u8fd9\u4e00\u8f6e AI \u6d6a\u6f6e\u4e2d\uff0c\u5b83\u7684\u6280\u672f\u5185\u6db5\u7ecf\u5386\u4e86\u600e\u6837\u7684\u6f14\u53d8\uff1f<\/strong><\/p>\n\n\n\n<p><strong>\u6768\u7389\u5e86\uff1a<\/strong>\u6211\u8ba4\u4e3a Agent \u7684\u53d1\u5c55\u76ee\u524d\u53ef\u4ee5\u6982\u62ec\u4e3a\u4e09\u4e2a\u9636\u6bb5\u3002\u7b2c\u4e00\u4e2a\u9636\u6bb5\u662f agentic 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AI\u4e0e\u4f20\u7edf\u8f6f\u4ef6\u7684\u672c\u8d28\u533a\u522b\u662f\u4ec0\u4e48\uff1f<\/h2>\n\n\n\n<p><strong>\u4e3b\u6301\u4eba\uff1a\u7389\u5e86\uff0c\u4f60\u66fe\u7ecf\u8bf4\u8fc7 Agent \u5176\u5b9e\u662f\u5927\u6a21\u578b\u50ac\u751f\u7684\u4e00\u4e2a\u5168\u65b0\u7684\u8f6f\u4ef6\u5f62\u6001\u3002\u90a3\u5b83\u4e0e\u8fc7\u53bb\u7684\u5e94\u7528\u7a0b\u5e8f\u6216\u8005 SaaS \u8f6f\u4ef6\u76f8\u6bd4\uff0c\u6700\u672c\u8d28\u7684\u53d8\u5316\u662f\u4ec0\u4e48\uff1f<\/strong><\/p>\n\n\n\n<p><strong>\u6768\u7389\u5e86\uff1a<\/strong>\u4f20\u7edf\u8f6f\u4ef6\u7684\u5e95\u5c42\u662f\u201c\u5f3a\u89c4\u8303\u201d\u7684\u534f\u8bae\uff0c\u6bd4\u5982 C \u8bed\u8a00\u6216 Python \u7f16\u5199\u7684\u4ee3\u7801\uff0c\u5176\u6267\u884c\u65b9\u5f0f\u9075\u5faa\u8bed\u8a00\u6807\u51c6\u548c\u7f16\u8bd1\u5668\u7684\u89c4\u5219\uff0c\u8fd9\u662f\u4e00\u4e2a\u53ef\u7cbe\u786e\u5b9a\u4e49\u7684\u3001\u5f3a\u7ea6\u675f\u7684\u4ea4\u4e92\u534f\u8bae\u3002\u4f46\u4e0e Agent \u4ea4\u4e92\uff0c\u672c\u8d28\u4e0a\u6ca1\u6709\u5f3a\u7ea6\u5b9a\uff0c\u8fd9\u53cd\u800c\u7ed9\u4e86\u5b83\u66f4\u5f3a\u7684\u521b\u9020\u529b\u3002\u6240\u4ee5\u534f\u4f5c\u6a21\u5f0f\u4ece\u6307\u4ee4\u63a7\u5236\u53d8\u6210\u4e86\u4f19\u4f34\u5f0f\u4ea4\u4e92\u3002\u5c31\u50cf\u4e0e\u540c\u4e8b\u914d\u5408\uff0c\u4f60\u4e0d\u662f\u5728\u7cbe\u786e\u63a7\u5236\u5b83\u7684\u6bcf\u4e00\u4e2a\u52a8\u4f5c\uff0c\u800c\u662f\u5728\u6301\u7eed\u7684\u4ea4\u4e92\u53cd\u9988\u4e2d\u8fbe\u6210\u5171\u8bc6\u3002\u7531\u6b64\uff0cAgent \u7684\u8bbe\u8ba1\u548c\u8bc4\u4f30\u65b9\u6cd5\u8bba\u4e5f\u53d1\u751f\u4e86\u6839\u672c\u6027\u53d8\u9769\uff0c\u672c\u8d28\u4e0a\uff0c\u5b83\u66f4\u63a5\u8fd1\u4e8e\u4eba\u4e0e\u4eba\u4e4b\u95f4\u7684\u5408\u4f5c\u5173\u7cfb\u3002<\/p>\n\n\n\n<p><strong>\u4e3b\u6301\u4eba\uff1a\u4ece\u7cfb\u7edf\u5b9e\u73b0\u5c42\u9762\u6765\u770b\uff0c\u8981\u8ba9 Agent \u771f\u6b63\u6210\u4e3a\u5de5\u4f5c\u4e0a\u7684\u4f19\u4f34\uff0c\u5e95\u5c42\u6280\u672f\u9762\u4e34\u7740\u600e\u6837\u7684\u6311\u6218\uff1f\u76ee\u524d\u6709\u5728\u505a\u54ea\u4e9b\u9488\u5bf9\u6027\u7684\u7814\u7a76\uff1f<\/strong><\/p>\n\n\n\n<p><strong>\u6768\u7389\u5e86\uff1a<\/strong>\u6211\u4eec\u4e3b\u8981\u5728\u4e24\u4e2a\u7ef4\u5ea6\u53d1\u529b\u3002\u4e00\u662f\u63d0\u5347 Agent \u7684\u80fd\u529b\u8fb9\u754c\uff0c\u81f4\u529b\u4e8e\u5728\u591a\u6b65\u3001\u590d\u6742\u73af\u5883\u4ea4\u4e92\u7684\u4efb\u52a1\u4e2d\u63d0\u9ad8\u6027\u80fd\uff1b\u4e8c\u662f\u4f18\u5316 Agent \u7684\u8fd0\u884c\u6548\u7387\uff0c\u8fdb\u884c\u751f\u6210\u5f0f Agent \u5de5\u4f5c\u6d41\u7814\u53d1\u7684\u52a0\u901f\u5de5\u4f5c\u3002<\/p>\n\n\n\n<p>\u9488\u5bf9\u4ea4\u4e92\u5b66\u4e60\uff0c\u6211\u4eec\u6784\u5efa\u4e86&nbsp;<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/agent-lightning\/\" target=\"_blank\" rel=\"noreferrer noopener\">Agent Lighting<\/a>&nbsp;\u539f\u751f\u5b66\u4e60\u6846\u67b6\u3002\u73b0\u5b9e\u4e2d\u7684\u4ea4\u4e92\u6781\u4e3a\u590d\u6742\u3001\u591a\u6837\uff0c\u7528\u6237\u7684\u53cd\u9988\u53ef\u80fd\u662f\u7b80\u5355\u7684\u8bc4\u4ef7\uff0c\u4e5f\u53ef\u80fd\u662f\u76f4\u63a5\u7684\u64cd\u4f5c\u6f14\u793a\u3002\u6211\u4eec\u7684\u76ee\u6807\u5c31\u662f\u901a\u8fc7\u8fd9\u4e2a\u7edf\u4e00\u7684\u6846\u67b6\uff0c\u6574\u5408\u5f3a\u5316\u5b66\u4e60\u4e0e\u5916\u90e8\u8bb0\u5fc6\u7b49\u591a\u79cd\u7b97\u6cd5\uff0c\u8ba9 Agent \u80fd\u591f\u4ece\u8fd9\u4e9b\u591a\u6837\u7684\u4ea4\u4e92\u7ecf\u9a8c\u4e2d\u5b9e\u73b0\u9ad8\u6548\u3001\u6301\u7eed\u7684\u81ea\u6211\u8fdb\u5316\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u4eba\u673a\u534f\u4f5c\u7684\u65b9\u5f0f\u6b63\u5728\u53d1\u751f\u53d8\u5316\">\u4eba\u673a\u534f\u4f5c\u7684\u65b9\u5f0f\u6b63\u5728\u53d1\u751f\u53d8\u5316<\/h2>\n\n\n\n<p><strong>\u4e3b\u6301\u4eba\uff1a\u738b\u97f5\uff0c\u5728\u4f60\u4eec\u7684\u7814\u7a76\u4e2d\uff0c\u5f53\u7528\u6237\u548c Agent \u534f\u540c\u5de5\u4f5c\u65f6\uff0c\u662f\u5426\u6709\u51fa\u73b0\u65b0\u7684\u4ea4\u4e92\u884c\u4e3a\u6a21\u5f0f\u6216\u601d\u7ef4\u65b9\u5f0f\uff1f<\/strong><\/p>\n\n\n\n<p><strong>\u738b\u97f5\uff1a<\/strong>\u6211\u4eec\u7814\u7a76\u53d1\u73b0\uff0c\u7528\u6237\u4e0e AI \u4ea4\u6d41\u4e92\u52a8\u65f6\uff0c\u5f00\u59cb\u8d8a\u6765\u8d8a\u591a\u5730\u628a\u5143\u8ba4\u77e5\u5916\u5316\u7ed9 Agent\u3002\u5143\u8ba4\u77e5\u7b80\u5355\u6765\u8bf4\u5c31\u662f\u201c\u6211\u77e5\u9053\u6211\u6b63\u5728\u505a\u4ec0\u4e48\uff0c\u5904\u5728\u4ec0\u4e48\u601d\u8003\u9636\u6bb5\u201d\u3002\u6bd4\u5982\uff0c\u5728\u4e0e Agent 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\u5c06\u662f\u5927\u8d8b\u52bf\u3002\u65e0\u8bba\u662f\u6587\u672c\u521b\u4f5c\u8fd8\u662f\u591a\u5a92\u4f53\u751f\u6210\uff0c\u8fd9\u79cd\u57fa\u4e8e\u4e2a\u6027\u5316\u903b\u8f91\u7684\u5185\u5bb9\u751f\u4ea7\uff0c\u5c06\u662f\u5927\u5bb6\u8089\u773c\u53ef\u89c1\u3001\u53d7\u76ca\u6700\u6df1\u7684\u573a\u666f\u3002<\/p>\n\n\n\n<p><strong>\u4e3b\u6301\u4eba\uff1a\u5982\u679c\u6211\u4eec\u628a\u76ee\u5149\u653e\u5f97\u66f4\u8fdc\u4e00\u70b9\uff0c\u4e24\u4f4d\u8ba4\u4e3a\u672a\u6765\u771f\u6b63\u88ab\u7528\u6237\u9700\u8981\u7684\u667a\u80fd\u4f53\u5c06\u4f1a\u662f\u4ec0\u4e48\u6837\u5b50\uff1f<\/strong><\/p>\n\n\n\n<p><strong>\u738b\u97f5\uff1a<\/strong>\u6211\u89c9\u5f97\u53ef\u80fd\u662f\u4e00\u79cd\u957f\u671f\u5b66\u4e60\u548c\u9002\u5e94\u7684\u80fd\u529b\u3002\u6211\u4eec\u521a\u624d\u804a\u4e86\u5f88\u591a AI \u8981\u66f4\u957f\u7a0b\u5730\u53c2\u4e0e\u5230\u4eba\u7c7b\u7684\u5de5\u4f5c\u4e2d\uff0c\u5e76\u5728\u6b64\u8fc7\u7a0b\u4e2d\u4e0d\u65ad\u5b66\u4e60\u4eba\u7c7b\u504f\u597d\u3002\u5176\u5b9e\u4eba\u7c7b\u3001\u9879\u76ee\u548c\u73af\u5883\u5728\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\uff0c\u90fd\u662f\u52a8\u6001\u6210\u957f\u7684\uff0c\u6240\u4ee5 Agent \u4e5f\u5fc5\u987b\u968f\u4e4b\u8fdb\u5316\u3002\u6b64\u5916\uff0c\u5b83\u8fd8\u8981\u5177\u5907\u4e2a\u6027\u5316\u4ea4\u6d41\u7684\u80fd\u529b\uff0c\u65e0\u8bba\u662f\u4e0e\u8001\u4eba\u3001\u5c0f\u5b69\uff0c\u8fd8\u662f\u4e0d\u540c\u4e13\u4e1a\u80cc\u666f\u7684\u7528\u6237\u6c9f\u901a\uff0c\u5b83\u90fd\u80fd\u8c03\u6574\u4ea4\u4e92\u65b9\u5f0f\u3002\u8fd9\u79cd\u6301\u7eed\u589e\u5f3a\u7684\u5b66\u4e60\u548c\u9002\u5e94\u80fd\u529b\u5c06\u6781\u5927\u51cf\u5c11\u4eba\u673a\u534f\u4f5c\u4e2d\u7684\u6469\u64e6\uff0c\u662f Agent \u6700\u5927\u7684\u957f\u8fdc\u4ef7\u503c\u6240\u5728\u3002<\/p>\n\n\n\n<p><strong>\u6768\u7389\u5e86\uff1a<\/strong>\u5173\u4e8e\u957f\u671f\u7684\u672a\u6765\uff0c\u6211\u8ba4\u4e3a\u771f\u6b63\u7684\u5b9a\u4e49\u6743\u5728\u201cAI \u539f\u751f\u4e00\u4ee3\u201d\u624b\u4e2d\u3002\u5bf9\u4e8e\u4ed6\u4eec\u6765\u8bf4\uff0cAI \u662f\u751f\u6d3b\u7684\u4e00\u90e8\u5206\u3002\u8fd9\u79cd\u4ece\u5b9e\u7528\u6027\u5230\u81ea\u7136\u5171\u751f\u7684\u89c6\u89d2\u8f6c\u53d8\uff0c\u53ef\u80fd\u4f1a\u50ac\u751f\u51fa\u5b8c\u5168\u8d85\u51fa\u6211\u4eec\u76ee\u524d\u60f3\u8c61\u7684\u521b\u9020\u529b\u3002<\/p>\n\n\n\n<p><strong>\u4e3b\u6301\u4eba\uff1a<\/strong>\u90a3\u8fd9\u4e2a\u60ac\u5ff5\u5c31\u7559\u7ed9\u672a\u6765\u7684\u4e00\u4ee3\u5427\u3002\u6211\u4eec\u4e0b\u671f\u300aAI Next\u300b\u89c1\u3002<\/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 class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/github.com\/microsoft\/agent-lightning\">GitHub Repo: agent-lightning<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/agent-lightning\/\">\u6587\u7ae0\uff1aAgent Lightning\uff1a\u96f6\u4fb5\u5165\u5f3a\u5316\u5b66\u4e60\uff0c\u4e3a\u4efb\u610fAI\u667a\u80fd\u4f53\u63d2\u4e0a\u4f18\u5316\u7684\u7fc5\u8180<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/project\/agent-lightning\/\">\u9879\u76ee\u9875\u9762\uff1aAgent Lightning<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/blog\/agent-lightning-adding-reinforcement-learning-to-ai-agents-without-code-rewrites\/\">Blog: Agent Lightning: Adding reinforcement learning to AI agents without code rewrites<\/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\/2508.03680\">Tech Report: Agent Lightning: Train ANY AI Agents with Reinforcement Learning<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/interaction-process-infrastructure-a-unified-framework-for-human-agent-collaboration\/\">\u8bba\u6587\uff1aInteraction, Process, Infrastructure: A Unified Framework for Human\u2013Agent Collaboration<\/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\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/msrc.microsoft.com\/report\">\u5fae\u8f6f\u5b89\u5168\u54cd\u5e94\u4e2d\u5fc3\uff08Microsoft Security Response Center\uff09\u7f51\u7ad9(opens in new tab)(opens in new tab)<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>\u8fdb\u884c\u4e3e\u62a5\u3002<\/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 \u300aAI Next\u300b\u7b2c\u4e09\u671f\u8282\u76ee\uff0c\u6211\u4eec\u5c06\u76ee\u5149\u6295\u5411\u8fd1\u5e74\u6765\u53d1\u5c55\u8fc5\u901f\u7684 Agent\uff08\u667a\u80fd\u4f53\uff09\u548c Agentic AI\uff0c\u4e0e\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u9996\u5e2d\u7814\u53d1\u5de5\u7a0b\u5e08\u6768\u7389\u5e86\u4e0e\u9ad8\u7ea7\u7814\u7a76\u5458\u738b\u97f5\uff0c\u5171\u540c\u63a2\u8ba8 AI \u5982\u4f55\u4ece\u5bf9\u8bdd\u5f0f\u201c\u52a9\u624b\u201d\u6f14\u8fdb\u4e3a\u80fd\u591f\u88ab\u4eba\u653e\u5fc3\u59d4\u6258\u4efb\u52a1\u7684\u667a\u80fd\u201c\u4f19\u4f34\u201d\u3002Agentic AI \u4e0e\u4f20\u7edf\u8f6f\u4ef6\u3001AI \u52a9\u624b\u7a76\u7adf\u6709\u4f55\u672c\u8d28\u4e0d\u540c\uff1f\u5f53 AI \u5f00\u59cb\u7406\u89e3\u4eba\u7684\u601d\u8003\u8fc7\u7a0b\uff0c\u6211\u4eec\u7684\u5de5\u4f5c\u65b9\u5f0f\u3001\u534f\u4f5c\u6a21\u5f0f\uff0c\u4e43\u81f3\u5bf9\u667a\u80fd\u7684\u7406\u89e3\uff0c\u53c8\u5c06\u4f1a\u53d1\u751f\u600e\u6837\u7684\u6539\u53d8\uff1f \u5609\u5bbe\u4ecb\u7ecd 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