{"id":1158816,"date":"2025-12-17T02:16:10","date_gmt":"2025-12-17T10:16:10","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-blog-post&#038;p=1158816"},"modified":"2025-12-29T22:22:01","modified_gmt":"2025-12-30T06:22:01","slug":"ai-next-podcast-s1e2","status":"publish","type":"msr-blog-post","link":"https:\/\/www.microsoft.com\/en-us\/research\/articles\/ai-next-podcast-s1e2\/","title":{"rendered":"AI Next \u64ad\u5ba2 S1E2 | \u5bf9\u8bdd\u90ed\u767e\u5b81&\u8fb9\u6c5f\uff1a\u5f53AI\u5b66\u4f1a\u7406\u89e3\u4e16\u754c\uff0c\u4ece\u4e16\u754c\u6a21\u578b\u5230\u5177\u8eab\u667a\u80fd\uff0c\u5b83\u8fd8\u7f3a\u4ec0\u4e48\uff1f"},"content":{"rendered":"<div class=\"wp-block-msr-podcast-container my-4\">\n\t<iframe loading=\"lazy\" src=\"https:\/\/www.xiaoyuzhoufm.com\/episode\/693bc57437f52a644e8dcaf7\" class=\"podcast-player\" frameborder=\"0\" height=\"164px\" width=\"100%\" scrolling=\"no\" title=\"Podcast Player\"><\/iframe>\n<\/div>\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<figure class=\"wp-block-video\"><video height=\"720\" style=\"aspect-ratio: 1280 \/ 720;\" width=\"1280\" controls src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-teaser.mp4\"><\/video><\/figure>\n\n\n\n<p>\u5728\u300aAI Next\u300b\u7684\u7b2c\u4e8c\u671f\u8282\u76ee\u4e2d\uff0c\u6211\u4eec\u4e0e\u5fae\u8f6f\u6280\u672f\u9662\u58eb\u3001\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u5e38\u52a1\u526f\u9662\u957f\u90ed\u767e\u5b81\u535a\u58eb\u548c\u526f\u9662\u957f\u8fb9\u6c5f\u535a\u58eb\u4e00\u8d77\u63a2\u8ba8\u4e86\u5177\u8eab\u667a\u80fd\u9886\u57df\u7684\u6700\u65b0\u7814\u7a76\u8fdb\u5c55\u4ee5\u53ca\u672a\u6765\u7684\u5e94\u7528\u65b9\u5411\u3002\u4e3a\u4ec0\u4e48\u5177\u8eab\u667a\u80fd\u5fc5\u987b\u901a\u8fc7\u884c\u52a8\u6765\u7406\u89e3\u4e16\u754c\uff1f\u5177\u8eab\u667a\u80fd\u53c8\u662f\u5982\u4f55\u901a\u8fc7\u4e0e\u4e16\u754c\u4ea4\u4e92\u6765\u5b66\u4e60\u7684\uff1f\u4e16\u754c\u6a21\u578b\u4e3a\u4ec0\u4e48\u662f\u8fc8\u5411\u5177\u8eab\u667a\u80fd\u7684\u5173\u952e\uff1fAI \u6b63\u5728\u4ece\u201c\u80fd\u56de\u5e94\u201d\u8fc8\u5411\u201c\u4f1a\u505a\u4e8b\u201d\uff0c\u8fd9\u4e00\u8dc3\u8fc1\u5c06\u63a8\u52a8\u667a\u80fd\u5728\u73b0\u5b9e\u7684\u590d\u6742\u573a\u666f\u4e2d\u66f4\u597d\u5730\u8f85\u52a9\u4eba\u7c7b\uff0c\u4e5f\u5c06\u4fc3\u4f7f\u4eba\u4eec\u91cd\u65b0\u601d\u8003\u672a\u6765\u521b\u65b0\u3001\u751f\u4ea7\u529b\u4e0e\u4eba\u673a\u534f\u540c\u7684\u8fb9\u754c\u3002<\/p>\n\n\n\n<p><strong>\u5609\u5bbe\u4ecb\u7ecd<\/strong><\/p>\n\n\n\n<p><strong>\u90ed\u767e\u5b81\u535a\u58eb<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/bainguo\/\">\u90ed\u767e\u5b81\u535a\u58eb<\/a>\uff0c\u5fae\u8f6f\u6770\u51fa\u79d1\u5b66\u5bb6\uff0c\u73b0\u4efb\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u5e38\u52a1\u526f\u9662\u957f\u3002\u4ed6\u662f\u52a0\u62ff\u5927\u7687\u5bb6\u79d1\u5b66\u9662\u9662\u58eb\uff0c\u4e5f\u662f\u7f8e\u56fd\u8ba1\u7b97\u673a\u534f\u4f1a\u4f1a\u58eb\uff08ACM Fellow\uff09\uff0c\u4ee5\u53ca\u7535\u6c14\u7535\u5b50\u5de5\u7a0b\u5e08\u5b66\u4f1a\u4f1a\u58eb\uff08IEEE Fellow)\u3002\u90ed\u767e\u5b81\u535a\u58eb\u7684\u7814\u7a76\u9886\u57df\u5305\u62ec\u8ba1\u7b97\u673a\u56fe\u5f62\u5b66\u3001\u51e0\u4f55\u5efa\u6a21\uff0c\u865a\u62df\u73b0\u5b9e\u548c\u8ba1\u7b97\u673a\u89c6\u89c9\u3002\u4ed6\u7684\u7814\u7a76\u96c6\u4e2d\u5728\u4e09\u4e2a\u65b9\u5411\uff1a\u4e09\u7ef4\u56fe\u5f62\u5b66\u548c\u6210\u50cf\u4e2d\u7684\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u3001\u7eb9\u7406\u548c\u5916\u89c2\u5efa\u6a21\u7684\u7edf\u8ba1\u6a21\u578b\uff0c\u4ee5\u53ca\u51e0\u4f55\u5efa\u6a21\u3002\u4ed6\u7684\u5de5\u4f5c\u88ab\u5e7f\u6cdb\u5e94\u7528\u4e8e\u865a\u62df\u73b0\u5b9e\u3001\u89c6\u9891\u901a\u4fe1\u3001\u6570\u5b57\u5185\u5bb9\u521b\u5efa\uff0c\u548c\u89c6\u9891\u6e38\u620f\u7b49\u591a\u4e2a\u9886\u57df\u3002\u90ed\u767e\u5b81\u535a\u58eb\u53d1\u660e\u7684\u8ba1\u7b97\u673a\u56fe\u5f62\u548c\u89c6\u9891\u6e38\u620f\u6838\u5fc3\u6280\u672f\u88ab\u5168\u4e16\u754c\u6570\u4ee5\u5343\u4e07\u8ba1\u7684\u7528\u6237\u4f7f\u7528\u3002<\/p>\n\n\n\n<p>\u90ed\u767e\u5b81\u535a\u58eb\u662f\u8bb8\u591a\u8ba1\u7b97\u673a\u56fe\u5f62\u5b66\u548c\u89c6\u89c9\u8ba1\u7b97\u5927\u4f1a\u7684\u4e3b\u9898\u6f14\u8bb2\u4eba\uff0c\u5305\u62ec ACM\/SIAM \u4e09\u7ef4\u7269\u4f53\u548c\u7269\u7406\u5efa\u6a21\u5927\u4f1a\uff08SPM\uff09\u3001IEEE \u4e09\u7ef4\u7269\u4f53\u5efa\u6a21\u56fd\u9645\u5927\u4f1a\uff08SMI\uff09\u3001IEEE \u865a\u62df\u73b0\u5b9e\u5927\u4f1a\uff08IEEE-VR\uff09\u3001IEEE \u591a\u5a92\u4f53\u535a\u89c8\u4f1a\uff08ICME\uff09\u3001IEEE \u89c6\u89c9\u901a\u4fe1\u548c\u56fe\u50cf\u5904\u7406\u5927\u4f1a\uff08VCIP\uff09\u3001\u592a\u5e73\u6d0b\u56fe\u5f62\u5b66\u5927\u4f1a\uff08PG\uff09\u3001\u8ba1\u7b97\u673a\u52a8\u753b\u548c\u793e\u4ea4\u667a\u80fd\u4f53\u5927\u4f1a\uff08CASA\uff09\u548c IEEE ICASSP\u3002\u4ed6\u66fe\u5728\u8bb8\u591a\u56fd\u9645\u8ba1\u7b97\u673a\u56fe\u5f62\u4f1a\u8bae\u7684\u7a0b\u5e8f\u59d4\u5458\u4f1a\u4efb\u804c\uff0c\u5e76\u62c5\u4efb\u591a\u79cd\u5168\u7403\u8ba1\u7b97\u673a\u56fe\u5f62\u5b66\u671f\u520a\u7684\u7f16\u8f91\u59d4\u5458\u4f1a\u6210\u5458\u3002<\/p>\n\n\n\n<p><strong>\u8fb9\u6c5f\u535a\u58eb<\/strong><\/p>\n\n\n\n<p><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/people\/jiabia\/\">\u8fb9\u6c5f\u535a\u58eb<\/a>\uff0c\u73b0\u4efb\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u526f\u9662\u957f\uff0c\u4e3b\u8981\u8d1f\u8d23\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u673a\u5668\u5b66\u4e60\u7ec4\u548c\u4ea7\u4e1a\u521b\u65b0\u4e2d\u5fc3\u3002\u4ed6\u6240\u5e26\u9886\u7684\u56e2\u961f\u7814\u7a76\u9886\u57df\u6d89\u53ca\u57fa\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\u7684\u667a\u80fd\u4f53\u7cfb\u7edf\u3001\u5f3a\u5316\u5b66\u4e60\u3001\u5177\u8eab\u667a\u80fd\u7b49\uff0c\u4ee5\u53ca\u4eba\u5de5\u667a\u80fd\u5728\u91d1\u878d\u3001\u80fd\u6e90\u3001\u7269\u6d41\u3001\u5236\u9020\u3001\u533b\u7597\u5065\u5eb7\u3001\u53ef\u6301\u7eed\u53d1\u5c55\u7b49\u5782\u76f4\u9886\u57df\u7684\u524d\u6cbf\u6027\u7814\u7a76\u548c\u5e94\u7528\u3002<\/p>\n\n\n\n<p>\u8fb9\u6c5f\u535a\u58eb\u66fe\u5728\u56fd\u9645\u9876\u7ea7\u5b66\u672f\u4f1a\u8bae\uff08ICLR, NeurIPS, ICML, KDD, WWW\u7b49\uff09\u548c\u671f\u520a\u4e0a\uff08TKDE, TIST, TOIS, TKDD\u7b49\uff09\u53d1\u8868\u8fc7\u4e0a\u767e\u7bc7\u5b66\u672f\u8bba\u6587\uff0c\u5e76\u83b7\u5f97\u6570\u9879\u7f8e\u56fd\u4e13\u5229\u3002\u4ed6\u8fd8\u662f\u73b0\u4efb NeurIPS\u3001KDD\u3001AAAI \u7b49\u56fd\u9645\u9876\u7ea7\u5b66\u672f\u4f1a\u8bae\u7684\u9886\u57df\u4e3b\u5e2d\u3002\u8fc7\u53bb\u51e0\u5e74\uff0c\u4ed6\u7684\u56e2\u961f\u6210\u529f\u5c06\u57fa\u4e8e\u4eba\u5de5\u667a\u80fd\u7279\u522b\u662f\u5927\u8bed\u8a00\u6a21\u578b\u7684\u9884\u6d4b\u548c\u4f18\u5316\u6280\u672f\u5e94\u7528\u5230\u91d1\u878d\u3001\u7269\u6d41\u3001\u533b\u7597\u7b49\u9886\u57df\u7684\u91cd\u8981\u573a\u666f\u4e2d\uff0c\u5e76\u5c06\u76f8\u5173\u6280\u672f\u548c\u6846\u67b6\u53d1\u5e03\u5230\u5f00\u6e90\u793e\u533a\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-s1e2-qrcode-1-1024x549.png\" alt=\"qr code\" class=\"wp-image-1158819\" style=\"width:600px\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-s1e2-qrcode-1-1024x549.png 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-s1e2-qrcode-1-300x161.png 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-s1e2-qrcode-1-768x412.png 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-s1e2-qrcode-1-1536x824.png 1536w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-s1e2-qrcode-1-2048x1099.png 2048w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-s1e2-qrcode-1-710x380.png 710w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-s1e2-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-s1e2-qrcode-2-1024x298.png\" alt=\"qrcode\" class=\"wp-image-1158820\" style=\"width:600px\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-s1e2-qrcode-2-1024x298.png 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-s1e2-qrcode-2-300x87.png 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-s1e2-qrcode-2-768x223.png 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-s1e2-qrcode-2-1536x447.png 1536w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-s1e2-qrcode-2-2048x596.png 2048w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-s1e2-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-s1e2-qrcode-3-1024x298.png\" alt=\"qrcode\" class=\"wp-image-1158821\" style=\"width:600px\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-s1e2-qrcode-3-1024x298.png 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-s1e2-qrcode-3-300x87.png 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-s1e2-qrcode-3-768x223.png 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-s1e2-qrcode-3-1536x447.png 1536w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-s1e2-qrcode-3-2048x596.png 2048w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/ai-next-podcast-s1e2-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 \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\u4e8c\u671f\u64ad\u5ba2\u5185\u5bb9\u7684\u6587\u5b57\u6574\u7406\uff1a<\/em><\/p>\n\n\n\n<p><strong>\u4e3b\u6301\u4eba\uff1a<\/strong>\u5927\u5bb6\u597d\uff0c\u6b22\u8fce\u6536\u542c\u300aAI Next\u300b\u7b2c\u4e00\u5b63\u7684\u7b2c\u4e8c\u671f\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u770b\u5230 AI \u5728\u7269\u7406\u4e16\u754c\u4e2d\u5c55\u73b0\u51fa\u7406\u89e3\u529b\u7684\u6848\u4f8b\u8d8a\u6765\u8d8a\u591a\uff0c\u4ece\u673a\u5668\u4eba\u7684\u81ea\u4e3b\u7ec4\u88c5\u5230\u673a\u68b0\u81c2\u5b8c\u6210\u65b0\u4efb\u52a1\uff0cAI \u6b63\u5728\u4ece\u6570\u5b57\u4e16\u754c\u8d70\u5411\u73b0\u5b9e\u4e16\u754c\u3002\u90a3\u4e48\u73b0\u5728\u7684 AI \u771f\u7684\u7406\u89e3\u4e86\u7269\u7406\u89c4\u5f8b\u4e48\uff1f\u5b83\u79bb\u771f\u6b63\u7684\u201c\u901a\u7528\u201d\u667a\u80fd\uff0c\u8fd8\u6709\u591a\u8fdc\uff1f<\/p>\n\n\n\n<p>\u4eca\u5929\uff0c\u6211\u4eec\u9080\u8bf7\u5230\u4e86\u5fae\u8f6f\u6280\u672f\u9662\u58eb\u3001\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u5e38\u52a1\u526f\u9662\u957f\u90ed\u767e\u5b81\u535a\u58eb\u548c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u526f\u9662\u957f\u8fb9\u6c5f\u535a\u58eb\uff0c\u4e00\u8d77\u6765\u63a2\u8ba8 AI \u5982\u4f55\u201c\u8d70\u51fa\u5c4f\u5e55\u201d\u7406\u89e3\u7269\u7406\u4e16\u754c\uff0c\u5e76\u5728\u7269\u7406\u4e16\u754c\u4e2d\u5b8c\u6210\u5404\u79cd\u4efb\u52a1\uff0c\u4e5f\u5c31\u662f\u6211\u4eec\u6240\u8bf4\u7684\u5177\u8eab\u667a\u80fd\uff08embodied AI\uff09\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"ai\u7406\u89e3\u7269\u7406\u89c4\u5f8b\u4e86\u5417\">AI\u7406\u89e3\u7269\u7406\u89c4\u5f8b\u4e86\u5417\uff1f<\/h2>\n\n\n\n<p><strong>\u4e3b\u6301\u4eba\uff1a\u5982\u4eca\uff0c\u8d8a\u6765\u8d8a\u591a\u7684 AI \u53ef\u4ee5\u6307\u5bfc\u673a\u68b0\u81c2\u5b8c\u6210\u590d\u6742\u7684\u4efb\u52a1\u3001\u80fd\u5728\u7269\u7406\u73af\u5883\u4e2d\u81ea\u4e3b\u8c03\u6574\u52a8\u4f5c\u3002\u5728\u4e24\u4f4d\u7684\u5370\u8c61\u4e2d\uff0c\u6709\u6ca1\u6709\u54ea\u4e00\u4e2a\u77ac\u95f4\u6216\u6210\u679c\uff0c\u8ba9\u4f60\u89c9\u5f97 AI \u4f3c\u4e4e\u771f\u7684\u5f00\u59cb\u201c\u61c2\u201d\u4e00\u4e9b\u7269\u7406\u89c4\u5f8b\u4e86\uff1f<\/strong><\/p>\n\n\n\n<p><strong>\u90ed\u767e\u5b81\uff1a<\/strong>\u6211\u89c9\u5f97\uff0c\u5728\u6587\u5b57\u5c42\u9762\uff0cAI \u5bf9\u7269\u7406\u89c4\u5f8b\u4f3c\u4e4e\u5df2\u7ecf\u7406\u89e3\u4e86\u3002\u4f46\u5728\u89c6\u9891\u4ee5\u53ca\u771f\u5b9e\u7684\u673a\u5668\u4eba\u9886\u57df\uff0c\u6211\u8fd8\u6ca1\u6709\u770b\u5230\u4e00\u4e2a\u7279\u522b\u7684\u65f6\u523b\uff0c\u8ba9\u6211\u89c9\u5f97\u5b83\u771f\u6b63\u7406\u89e3\u4e86\u3002\u4e0d\u8fc7\u786e\u5b9e\u6709\u4e00\u4e9b\u5f88\u597d\u7684\u8fdb\u5c55\uff0c\u81f3\u5c11\u73b0\u5728\u7684\u6a21\u578b\u4e0d\u4f1a\u5b8c\u5168\u5ffd\u89c6\u7269\u7406\u5b9a\u5f8b\uff0c\u5c55\u73b0\u51fa\u4e86\u4e00\u5b9a\u7684\u4e00\u81f4\u6027\u3002\u4f46\u4ece\u6839\u672c\u4e0a\u770b\uff0c\u5b83\u76ee\u524d\u4ecd\u662f\u91cd\u73b0\u6570\u636e\u91cc\u7684\u90a3\u4e9b\u884c\u4e3a\uff0c\u5c5e\u4e8e\u6a21\u4eff\u9636\u6bb5\u3002<\/p>\n\n\n\n<p><strong>\u8fb9\u6c5f\uff1a<\/strong>\u6211\u540c\u610f\uff0cAI \u76ee\u524d\u5c1a\u672a\u8fbe\u5230\u53ef\u4ee5\u7406\u89e3\u7269\u7406\u89c4\u5f8b\u7684\u7a0b\u5ea6\uff0c\u6216\u8005\u8bf4\u8fd8\u5dee\u5f97\u5f88\u8fdc\u3002\u4f46\u662f\u73b0\u5728\u6709\u4e9b\u57fa\u4e8e VLA \u7684\u673a\u5668\u4eba\u521b\u4e1a\u516c\u53f8\uff0c\u5728\u89c6\u89c9\u5c42\u9762\u4ee5\u53ca\u76f8\u5e94\u7684\u64cd\u4f5c\u4e0a\u6709\u5f88\u591a\u8fdb\u5c55\uff0c\u6bd4\u5982\uff0c\u8bad\u7ec3\u7684\u65f6\u5019\u8ba9\u673a\u5668\u4eba\u505a\u6293\u53d6\u6216\u8005\u5012\u6c34\uff0c\u5b83\u80fd\u5728\u4e00\u4e2a\u65b0\u7684\u73af\u5883\u4e2d\u9762\u5bf9\u65b0\u7684\u7269\u4f53\uff0c\u4e5f\u80fd\u591f\u5b8c\u6210\u7c7b\u4f3c\u7684\u64cd\u4f5c\u3002\u8fd9\u8868\u660e\u5b83\u5bf9\u7269\u7406\u4e16\u754c\u7684\u7406\u89e3\u53ef\u80fd\u6bd4\u4e4b\u524d\u66f4\u5f3a\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"ai\u7406\u89e3\u4e16\u754c\u6240\u9700\u7684\u6838\u5fc3\u80fd\u529b\">AI\u7406\u89e3\u4e16\u754c\u6240\u9700\u7684\u6838\u5fc3\u80fd\u529b<\/h2>\n\n\n\n<p><strong>\u4e3b\u6301\u4eba\uff1a\u5927\u6a21\u578b\u5728\u6587\u672c\u3001\u56fe\u50cf\u65b9\u9762\u90fd\u5c55\u73b0\u51fa\u4e86\u60ca\u4eba\u7684\u7406\u89e3\u529b\u4e0e\u63a8\u7406\u80fd\u529b\uff0c\u4f46\u8fd9\u4e9b\u80fd\u529b\u4ecd\u505c\u7559\u5728\u6570\u5b57\u4e16\u754c\u3002\u8981\u8ba9 AI \u8d70\u51fa\u5c4f\u5e55\uff0c\u771f\u6b63\u7406\u89e3\u4e16\u754c\uff0c\u6211\u4eec\u671f\u5f85\u5b83\u5177\u5907\u4ec0\u4e48\u6837\u7684\u6838\u5fc3\u80fd\u529b\uff1f<\/strong><\/p>\n\n\n\n<p><strong>\u8fb9\u6c5f\uff1a<\/strong>\u6211\u8ba4\u4e3a\u4e3b\u8981\u6709\u4e09\u4e2a\u65b9\u9762\u7684\u80fd\u529b\u3002\u9996\u5148\u662f\u611f\u77e5\u7269\u7406\u89c4\u5f8b\u7684\u80fd\u529b\uff0c\u5373\u66f4\u597d\u5730\u7406\u89e3\u548c\u6d88\u5316\u5b83\u6240\u770b\u5230\u7684\u4e16\u754c\u3002\u8fd9\u80cc\u540e\u9700\u8981\u4e00\u4e2a\u7c7b\u4f3c\u5927\u6a21\u578b\u7684\u7f51\u7edc\u67b6\u6784\uff0c\u80fd\u591f\u7efc\u5408\u5904\u7406\u6587\u672c\u3001\u89c6\u89c9\u4e43\u81f3\u672a\u6765\u5404\u79cd\u4f20\u611f\u5668\u4fe1\u53f7\u7b49\u3002\u5176\u6b21\u662f\u56e0\u679c\u5173\u7cfb\u7684\u9884\u6d4b\u80fd\u529b\uff0c\u8fd9\u5bf9\u673a\u5668\u7684\u51b3\u7b56\u975e\u5e38\u91cd\u8981\u3002\u4f8b\u5982\u5b83\u9700\u8981\u77e5\u9053\u201c\u63a8\u8fd9\u4e2a\u4e1c\u897f\u4f1a\u5012\u201d\uff0c\u6216\u8005\u201c\u5012\u6c34\u5230\u4ec0\u4e48\u7a0b\u5ea6\u4f1a\u6ee1\u201d\u3002\u8fd9\u79cd\u201c\u5047\u8bbe\u600e\u6837\uff0c\u5c31\u4f1a\u600e\u6837\u201d\u7684\u63a8\u6f14\u80fd\u529b\uff0c\u662f AI \u4e0e\u4e16\u754c\u4ea4\u4e92\u7684\u5173\u952e\u3002\u6700\u540e\u662f\u4e3b\u52a8\u9002\u5e94\u73af\u5883\u53d8\u5316\u7684\u80fd\u529b\uff0c\u5373\u5b83\u5982\u4f55\u4e0e\u73af\u5883\u505a\u4ea4\u4e92\uff0c\u80fd\u5426\u4e3b\u52a8\u9884\u6d4b\u73af\u5883\uff0c\u751a\u81f3\u9884\u6d4b\u4eba\u7684\u52a8\u4f5c\u5e76\u63d0\u524d\u505a\u51fa\u53cd\u5e94\u3002<\/p>\n\n\n\n<p><strong>\u90ed\u767e\u5b81\uff1a<\/strong>\u5173\u4e8e\u5b66\u4e60\u65b9\u5f0f\u6211\u8865\u5145\u4e00\u70b9\u3002\u4eba\u7c7b\u7684\u5b66\u4e60\u5305\u62ec\u5173\u8054\u5b66\u4e60\uff08\u901a\u8fc7\u89c2\u5bdf A \u53d1\u751f\u540e B 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class=\"wp-block-heading\" id=\"\u4e16\u754c\u6a21\u578b\u7684\u5174\u8d77\u4e0evla\u7684\u6311\u6218\">\u4e16\u754c\u6a21\u578b\u7684\u5174\u8d77\u4e0eVLA\u7684\u6311\u6218<\/h2>\n\n\n\n<p><strong>\u4e3b\u6301\u4eba\uff1a\u524d\u9762\u6211\u4eec\u8bf4\u4e86\u7406\u89e3\u4e16\u754c\uff0c\u90a3\u5c31\u4e0d\u5f97\u4e0d\u63d0\u5230\u4e16\u754c\u6a21\u578b\uff08world model\uff09\u3002\u8fd9\u4e2a\u6982\u5ff5\u5728 AI \u9886\u57df\u5176\u5b9e\u7531\u6765\u5df2\u4e45\uff0c\u4e3a\u4ec0\u4e48\u73b0\u5728\u518d\u6b21\u6210\u4e3a\u4e86\u7126\u70b9\uff1f<\/strong><\/p>\n\n\n\n<p><strong>\u8fb9\u6c5f\uff1a<\/strong>\u5bf9\u4e16\u754c\u6a21\u578b\u7684\u9700\u6c42\u4e00\u76f4\u90fd\u6709\uff0c\u73b0\u5728\u662f\u56e0\u4e3a Transformer \u7b49\u7b97\u6cd5\u67b6\u6784\u4ee5\u53ca\u7b97\u529b\u90fd\u8fbe\u5230\u4e86\u4e00\u5b9a\u7a0b\u5ea6\uff0c\u624d\u4f7f\u5f97\u6211\u4eec\u6709\u53ef\u80fd\u53bb\u6784\u5efa\u5b83\u3002\u4e16\u754c\u6a21\u578b\u9700\u8981\u5904\u7406\u7684\u6570\u636e\u91cf\u548c\u7ef4\u5ea6\u90fd\u975e\u5e38\u5927\uff0c\u5305\u62ec\u6587\u672c\u3001\u89c6\u9891\u3001\u4f20\u611f\u5668\u4ee5\u53ca\u4ea4\u4e92\u6570\u636e\u3002\u73b0\u5728\u5927\u5bb6\u6709\u4e86\u66f4\u597d\u7684\u7b97\u6cd5\u548c\u7b97\u529b\uff0c\u6240\u4ee5\u662f\u65f6\u5019\u96c6\u4e2d\u7cbe\u529b\u5728\u8fd9\u4e2a\u65b9\u5411\u4e0a\u591a\u505a\u4e00\u4e9b\u5c1d\u8bd5\u4e86\u3002<\/p>\n\n\n\n<p><strong>\u90ed\u767e\u5b81\uff1a<\/strong>\u6211\u77e5\u9053\u8fb9\u6c5f\u535a\u58eb\u7684\u56e2\u961f\u5728\u4e16\u754c\u6a21\u578b\u8fd9\u4e2a\u9886\u57df\u91cc\u6709\u5f88\u591a\u7a81\u7834\u6027\u7684\u8fdb\u5c55\uff0c\u7279\u522b\u662f\u6e38\u620f\u3002\u5176\u5b9e\u6e38\u620f\u672c\u8eab\u5c31\u662f\u4e00\u4e2a\u4e16\u754c\u3002\u5728\u6e38\u620f\u91cc\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u7531\u6765\u5df2\u4e45\uff0c\u6bd4\u5982\u6e38\u620f\u91cc\u7684 NPC\u3002\u8fb9\u6c5f\u535a\u58eb\u7684\u56e2\u961f\u7528\u6700\u65b0\u7684\u4e16\u754c\u6a21\u578b\u5728\u6e38\u620f\u65b9\u9762\u505a\u4e86\u5f88\u591a\u5c1d\u8bd5\u3002\u4ee5\u524d\u662f\u7528\u6df1\u5ea6\u5b66\u4e60\u53bb\u505a\uff0c\u73b0\u5728\u6709\u4e86 AI\uff0c\u53c8\u4e0a\u5347\u5230\u4e86\u4e00\u4e2a\u65b0\u7684\u5c42\u6b21\u3002\u800c\u4e14\u6211\u89c9\u5f97\u8fd9\u5e76\u4e0d\u4ec5\u9650\u4e8e\u6e38\u620f\uff0c\u6e38\u620f\u4e2d\u5b66\u5230\u7684\u6280\u80fd\u5f88\u591a\u4e5f\u53ef\u4ee5\u8fc1\u79fb\u5230\u73b0\u5b9e\u4e16\u754c\u91cc\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u56e2\u961f\u4e0e\u8fb9\u6c5f\u535a\u58eb\u7684\u56e2\u961f\u8fd8\u5728\u5408\u4f5c\u63a2\u7d22 VLA \u6a21\u578b\u3002VLA \u6a21\u578b\u7684\u57fa\u672c\u6846\u67b6\u662f\u8ba9 Transformer \u6765\u9884\u6d4b\u4e0b\u4e00\u4e2a token\uff0c\u628a\u8bed\u8a00\u548c\u89c6\u89c9\u4fe1\u606f\u90fd\u505a\u6210 token\u3002\u6211\u4eec\u53ef\u4ee5\u5728\u8fd9\u4e2a token \u6d41\u4e2d\u52a0\u5165 action token\u3002\u4f46 action token 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VLA \u8bad\u7ec3\u6570\u636e\u5bf9\u9f50\uff0c\u7ed9 VLA \u9884\u8bad\u7ec3\u5e26\u6765\u4e86\u771f\u6b63\u5177\u5907\u89c4\u6a21\u5316\u6f5c\u529b\u7684\u89e3\u51b3\u65b9\u6848\u3002\u56e0\u4e3a\u89c6\u9891\u6570\u636e\u7684\u89c4\u6a21\u6bd4\u5df2\u6709\u7684\u673a\u5668\u4eba\u9065\u64cd\u6570\u636e\u91cf\u8981\u5927\u5f97\u591a\uff0c\u4e14\u6613\u6269\u5c55\uff0c\u53ef\u4ee5\u8986\u76d6\u5404\u79cd\u5404\u6837\u7684\u573a\u666f\uff0c\u5bf9\u6a21\u578b\u6709\u826f\u597d\u7684\u6cdb\u5316\u6027\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u8303\u5f0f\u8f6c\u53d8-\u4ece\u53ef\u7f16\u7a0b\u81ea\u52a8\u5316\u5230\u81ea\u4e3b\u667a\u80fd\">\u8303\u5f0f\u8f6c\u53d8\uff1a\u4ece\u53ef\u7f16\u7a0b\u81ea\u52a8\u5316\u5230\u81ea\u4e3b\u667a\u80fd<\/h2>\n\n\n\n<p><strong>\u4e3b\u6301\u4eba\uff1a\u5177\u8eab\u667a\u80fd\u4e0e\u4f20\u7edf\u7684\u673a\u5668\u4eba\u6709\u4ec0\u4e48\u4e0d\u540c\uff1f\u5177\u8eab\u667a\u80fd\u610f\u5473\u7740 AI 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VLA 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id=\"\u5b9e\u73b0\u5177\u8eab\u667a\u80fd\u6700\u540e\u4e00\u516c\u91cc\u7684\u5173\u952e\u6280\u672f\">\u5b9e\u73b0\u5177\u8eab\u667a\u80fd\u6700\u540e\u4e00\u516c\u91cc\u7684\u5173\u952e\u6280\u672f<\/h2>\n\n\n\n<p><strong>\u4e3b\u6301\u4eba\uff1a\u4ece\u76ee\u524d\u7684\u53d1\u5c55\u6765\u770b\uff0c\u8981\u5b9e\u73b0\u4e00\u4e2a\u80fd\u591f\u6cdb\u5316\u5230\u5404\u7c7b\u4efb\u52a1\u548c\u73af\u5883\u7684\u901a\u7528\u5177\u8eab\u667a\u80fd\uff0c\u4e24\u4f4d\u8ba4\u4e3a\u7814\u7a76\u4e2d\u6700\u5173\u952e\u7684\u6280\u672f\u662f\u4ec0\u4e48\uff1f<\/strong><\/p>\n\n\n\n<p><strong>\u8fb9\u6c5f\uff1a<\/strong>\u73b0\u9636\u6bb5\u8fd8\u6ca1\u6709\u4efb\u4f55\u673a\u6784\u80fd\u5f88\u5feb\u8d70\u5230\u6240\u8c13\u7684\u901a\u7528\u5177\u8eab\u667a\u80fd\u3002\u5927\u5bb6\u4ecd\u7136\u505c\u7559\u5728\u67d0\u4e00\u5177\u4f53\u573a\u666f\u4e0b\u8fdb\u884c\u6cdb\u5316\u3002\u4f8b\u5982\uff0c\u73b0\u5728\u6709\u4e9b\u673a\u5668\u4eba\u80fd\u5f88\u597d\u5730\u53e0\u8863\u670d\uff0c\u751a\u81f3\u53ef\u4ee5\u5728\u4efb\u610f\u73af\u5883\u4e0b\u90fd\u53ef\u4ee5\u628a\u5404\u79cd\u5f62\u6001\u7684\u8863\u670d\u53e0\u5f97\u5f88\u597d\uff0c\u4f46\u5b83\u65e0\u6cd5\u80dc\u4efb\u6d41\u6c34\u7ebf\u4e0a\u7684\u5206\u62e3\u4efb\u52a1\u3002\u8fd9\u8bf4\u660e\u6cdb\u5316\u8fd8\u6709\u5f88\u957f\u7684\u8def\u8981\u8d70\u3002<\/p>\n\n\n\n<p>\u5982\u679c\u8981\u505a\u6cdb\u5316\uff0c\u6570\u636e\u662f\u57fa\u7840\uff0c\u6211\u4eec\u5fc5\u987b\u8ba9\u6a21\u578b\u201c\u770b\u201d\u5230\u6240\u6709\u573a\u666f\u3002\u4f46\u8fd9\u4e5f\u5f15\u7533\u51fa\u662f\u5426\u9700\u8981\u66f4\u4e30\u5bcc\u7684\u8f93\u5165\u4fe1\u53f7\uff0c\u4ee5\u53ca\u662f\u5426\u9700\u8981\u4f9d\u8d56\u5408\u6210\u6570\u636e\u7684\u4e89\u8bba\u3002\u5408\u6210\u6570\u636e\u80fd\u89e3\u51b3\u6570\u636e\u91cf\u4e0d\u8db3\u7684\u95ee\u9898\uff0c\u4f46\u5f88\u591a\u4eba\u8ba4\u4e3a\u5b83\u4e0e\u73b0\u5b9e\u4e16\u754c\u7684\u5dee\u8ddd\u663e\u8457\uff0c\u65e0\u6cd5\u5f25\u8865\u3002<\/p>\n\n\n\n<p><strong>\u90ed\u767e\u5b81\uff1a<\/strong>\u6211\u4e5f\u89c9\u5f97\u6570\u636e\u662f\u4e00\u4e2a\u975e\u5e38\u91cd\u8981\u7684\u95ee\u9898\u3002\u4ece\u8bed\u8a00\u5927\u6a21\u578b\u7684\u7ecf\u9a8c\u770b\uff0c\u6cdb\u5316\u80fd\u529b\u662f\u901a\u8fc7\u6570\u636e\u89c4\u6a21\u6269\u5c55\u800c\u63d0\u5347\u4e0a\u53bb\u7684\u3002\u5982\u679c\u673a\u5668\u4eba\u60f3\u6d8c\u73b0\u51fa\u540c\u6837\u7684\u6cdb\u5316\u80fd\u529b\uff0c\u90a3\u4e48\u6570\u636e\u5c31\u4e00\u5b9a\u8981\u8db3\u591f\u5927\u4e14\u591a\u6837\u6027\u9ad8\u3002\u53e6\u5916\uff0c\u6211\u4eec\u8fd8\u9700\u8981\u65b0\u7684\u5b66\u4e60\u65b9\u6cd5\u3002\u5176\u5b9e\u5a74\u513f\u767d\u5929\u5728\u4e0e\u4e16\u754c\u4ea4\u4e92\u4e4b\u540e\uff0c\u665a\u4e0a\u7761\u89c9\u65f6\u5927\u8111\u5c31\u5728\u603b\u7ed3\u5408\u6210\u3001\u53cd\u63a8\u6f14\u5316\u3001\u4e0d\u65ad\u5b66\u4e60\u3002\u5982\u4f55\u8ba9\u673a\u5668\u4eba\u4e5f\u62e5\u6709\u7c7b\u4f3c\u5a74\u513f\u7684\u8fd9\u79cd\u80fd\u529b\uff0c\u8fd8\u9700\u8981\u6211\u4eec\u8fdb\u4e00\u6b65\u63a2\u7d22\u3002\u6570\u636e\u8fd9\u5ea7\u5927\u5c71\u662f\u76ee\u524d\u63a2\u7d22\u8fc7\u7a0b\u4e2d\u9762\u4e34\u7684\u7b2c\u4e00\u6311\u6218\u3002<\/p>\n\n\n\n<p><strong>\u4e3b\u6301\u4eba\uff1a\u968f\u7740\u6a21\u578b\u8d8a\u6765\u8d8a\u5927\uff0c\u5b83\u5728\u73b0\u5b9e\u4e2d\u505a\u5b9e\u65f6\u51b3\u7b56\u4e0e\u63a8\u7406\u7684\u8ba1\u7b97\u538b\u529b\u4e5f\u4f1a\u8d8a\u6765\u8d8a\u5927\u3002\u90a3\u4e48\u672a\u6765\u7684\u4e16\u754c\u6a21\u578b\u4f1a\u662f\u4ee5\u4e00\u4e2a\u5de8\u65e0\u9738\u7684\u5f62\u5f0f\u5b58\u5728\uff0c\u8fd8\u662f\u4f1a\u8d70\u5411\u5206\u5e03\u5f0f\u6a21\u5757\u5316\u7684\u7ed3\u6784\uff1f<\/strong><\/p>\n\n\n\n<p><strong>\u8fb9\u6c5f\uff1a<\/strong>\u8fd9\u53ef\u80fd\u4e0e\u5546\u4e1a\u573a\u666f\u7d27\u5bc6\u76f8\u5173\u3002\u5982\u679c\u6709\u5f88\u591a\u7ec8\u7aef\u9700\u8981\u5b9a\u5236\u5316\u4efb\u52a1\uff0c\u90a3\u4e48\u6a21\u578b\u53ef\u80fd\u5c31\u8981\u5c0f\u5de7\uff0c\u4e0d\u592a\u53ef\u80fd\u7528\u89c4\u6a21\u7279\u522b\u5927\u7684\u6a21\u578b\u8fdb\u884c\u63a8\u7406\u3002\u5728\u7f51\u7edc\u73af\u5883\u597d\u7684\u5927\u578b\u5de5\u5382\u4e2d\uff0c\u4e91\u7aef\u63a8\u7406\u4e5f\u662f\u53ef\u884c\u7684\u3002\u672a\u6765\u5f88\u53ef\u80fd\u4f1a\u662f\u4e00\u79cd\u6df7\u5408\u5f62\u5f0f\u3002<\/p>\n\n\n\n<p><strong>\u90ed\u767e\u5b81\uff1a<\/strong>\u80fd\u8017\u4e0e\u5b9e\u65f6\u6027\u5728\u5177\u8eab\u667a\u80fd\u9886\u57df\u81f3\u5173\u91cd\u8981\uff0c\u5b83\u76f4\u63a5\u51b3\u5b9a\u4e86\u4efb\u52a1\u7684\u6210\u8d25\u3002\u76ee\u524d\u4e1a\u754c\u8fd8\u5904\u4e8e\u6d4b\u8bd5\u6a21\u578b\u80fd\u529b\u4e0e\u6cdb\u5316\u6027\u7684\u9636\u6bb5\uff0c\u5bf9\u80fd\u8017\u7684\u8003\u8651\u8f83\u5c11\u3002\u4f46\u5728\u5c06\u6765\uff0c\u5de5\u4e1a\u5e94\u7528\u4e2d\u7684\u6a21\u578b\u4e00\u5b9a\u662f\u6700\u5c0f\u3001\u6700\u5b9e\u65f6\u3001\u6210\u672c\u6700\u4f4e\uff0c\u4f46\u5b8c\u6210\u4efb\u52a1\u7684\u7a0b\u5ea6\u4e0e\u5927\u6a21\u578b\u6548\u679c\u4e00\u81f4\u7684\u6a21\u578b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u672a\u6765\u4e09\u5230\u4e94\u5e74-\u5177\u8eab\u667a\u80fd\u6700\u5148\u7a81\u7834\u7684\u5e94\u7528\u573a\u666f\">\u672a\u6765\u4e09\u5230\u4e94\u5e74\uff0c\u5177\u8eab\u667a\u80fd\u6700\u5148\u7a81\u7834\u7684\u5e94\u7528\u573a\u666f<\/h2>\n\n\n\n<p><strong>\u4e3b\u6301\u4eba\uff1a\u4e24\u4f4d\u8ba4\u4e3a\uff0c\u672a\u6765\u4e09\u5230\u4e94\u5e74\uff0c\u6211\u4eec\u53ef\u80fd\u7387\u5148\u5728\u54ea\u4e9b\u5177\u4f53\u7684\u573a\u666f\u91cc\uff0c\u80fd\u770b\u5230\u4e00\u4e9b\u7a81\u7834\u6027\u7684\u5e94\u7528\uff1f<\/strong><\/p>\n\n\n\n<p><strong>\u8fb9\u6c5f\uff1a<\/strong>\u4ece\u76ee\u524d\u56fd\u5185\u5916\u521b\u4e1a\u516c\u53f8\u7684\u65b9\u5411\u6765\u770b\uff0c\u7a81\u7834\u5c06\u9996\u5148\u5728\u76f8\u5bf9\u53d7\u9650\u7684\u73af\u5883\u4e2d\u5b9e\u73b0\u6cdb\u5316\u3002\u6bd4\u5982\uff0c\u5bb6\u5ead\u670d\u52a1\u673a\u5668\u4eba\u80fd\u5728\u5c45\u5bb6\u73af\u5883\u4e2d\u5b8c\u6210\u6253\u626b\u536b\u751f\u7b49\u4efb\u52a1\uff1b\u5728\u5c0f\u7684\u56fa\u5b9a\u73af\u5883\u4e2d\u63d0\u4f9b\u4efb\u52a1\u660e\u786e\u7684\u5546\u4e1a\u670d\u52a1\uff0c\u5982\u4fbf\u5229\u5e97\u8865\u8d27\u3001\u5546\u54c1\u6311\u9009\uff0c\u6216\u81ea\u52a8\u5496\u5561\u673a\u5668\u4eba\u7b49\uff1b\u5de5\u5382\u5185\u7684\u7279\u5b9a\u5206\u62e3\u548c\u88c5\u914d\u4efb\u52a1\u3002<\/p>\n\n\n\n<p><strong>\u90ed\u767e\u5b81\uff1a<\/strong>\u76ee\u524d\u7279\u522b\u6210\u529f\u7684\u673a\u5668\u4eba\u662f\u81ea\u52a8\u9a7e\u9a76\u548c\u626b\u5730\u673a\u5668\u4eba\u3002\u672a\u6765\u6700\u6fc0\u52a8\u4eba\u5fc3\u7684\u573a\u666f\u4e4b\u4e00\u5c06\u662f\u7075\u5de7\u624b\u7684\u670d\u52a1\u673a\u5668\u4eba\uff0c\u5b83\u53ef\u4ee5\u5728\u53a8\u623f\u3001\u5367\u5ba4\u3001\u5ba2\u5385\u91cc\u4e3a\u4eba\u4eec\u63d0\u4f9b\u670d\u52a1\u3002\u5c24\u5176\u5728\u4eba\u53e3\u8001\u9f84\u5316\u95ee\u9898\u4e25\u5cfb\u7684\u56fd\u5bb6\uff0c\u5982\u679c\u6280\u672f\u80fd\u89e3\u51b3\u7167\u62a4\u8001\u4eba\u8fd9\u4e00\u75db\u70b9\uff0c\u5c06\u5177\u6709\u5de8\u5927\u7684\u5e94\u7528\u524d\u666f\u3002\u800c\u8fd9\u8981\u6c42\u673a\u5668\u4eba\u5fc5\u987b\u5177\u5907\u8db3\u591f\u7684\u7cbe\u51c6\u6027\u548c\u7075\u6d3b\u6027\u3002<\/p>\n\n\n\n<p><strong>\u4e3b\u6301\u4eba\uff1a<\/strong>\u671f\u5f85 AI \u771f\u6b63\u201c\u52a8\u8d77\u6765\u201d\u7684\u90a3\u4e00\u5929\u80fd\u591f\u65e9\u65e5\u5230\u6765\u3002\u975e\u5e38\u611f\u8c22\u4e24\u4f4d\u7684\u5206\u4eab\uff01\u6211\u4eec\u4e0b\u671f\u518d\u89c1\uff01<\/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:\/\/www.microsoft.com\/en-us\/research\/articles\/new-arrival-in-research-34\/\">\u6587\u7ae0\uff1aNeurIPS\u4e0a\u65b0 | \u751f\u6210\u5f0fAI\u4e0e\u5177\u8eab\u667a\u80fd\uff1a\u4ece\u50cf\u7d20\u5230\u7269\u7406\u4e16\u754c\u7684\u4ea4\u4e92<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/maag\/\">\u6587\u7ae0\uff1aMaaG\uff1a\u8fc8\u5411\u4e16\u754c\u6a21\u578b\uff0c\u89e3\u51b3\u751f\u6210\u5f0f\u6e38\u620f\u4e2d\u7684\u6570\u503c\u4e0e\u65f6\u7a7a\u4e00\u81f4\u6027\u96be\u9898<\/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\/2509.19752v1\">\u8bba\u6587\uff1aBeyond Human Demonstrations: Diffusion-Based Reinforcement Learning to Generate Data for VLA Training<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\/2507.03298\">\u8bba\u6587\uff1aDyn-O: Building Structured World Models with Object-Centric Representations<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\/image-as-a-world-generating-interactive-world-from-single-image-via-panoramic-video-generation\/\">\u8bba\u6587\uff1aImage as a World: Generating Interactive World from Single Image via Panoramic Video Generation<\/a><\/li>\n\n\n\n<li><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/omnidirectional-3d-scene-reconstruction-from-single-image\/\">\u8bba\u6587\uff1aOmnidirectional 3D Scene Reconstruction from Single Image<\/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\/2505.16687\">\u8bba\u6587\uff1aOne-Step Diffusion-Based Image Compression with Semantic Distillation<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:\/\/openreview.net\/forum?id=UPHlqbZFZB\">\u8bba\u6587\uff1aVideoVLA: Video Generators Can Be Generalizable Robot Manipulators<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\/2506.15691\">\u8bba\u6587\uff1aWhat Do Latent Action Models Actually Learn?<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/li>\n<\/ul>\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<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\u300aAI Next\u300b\u7684\u7b2c\u4e8c\u671f\u8282\u76ee\u4e2d\uff0c\u6211\u4eec\u4e0e\u5fae\u8f6f\u6280\u672f\u9662\u58eb\u3001\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u5e38\u52a1\u526f\u9662\u957f\u90ed\u767e\u5b81\u535a\u58eb\u548c\u526f\u9662\u957f\u8fb9\u6c5f\u535a\u58eb\u4e00\u8d77\u63a2\u8ba8\u4e86\u5177\u8eab\u667a\u80fd\u9886\u57df\u7684\u6700\u65b0\u7814\u7a76\u8fdb\u5c55\u4ee5\u53ca\u672a\u6765\u7684\u5e94\u7528\u65b9\u5411\u3002\u4e3a\u4ec0\u4e48\u5177\u8eab\u667a\u80fd\u5fc5\u987b\u901a\u8fc7\u884c\u52a8\u6765\u7406\u89e3\u4e16\u754c\uff1f\u5177\u8eab\u667a\u80fd\u53c8\u662f\u5982\u4f55\u901a\u8fc7\u4e0e\u4e16\u754c\u4ea4\u4e92\u6765\u5b66\u4e60\u7684\uff1f\u4e16\u754c\u6a21\u578b\u4e3a\u4ec0\u4e48\u662f\u8fc8\u5411\u5177\u8eab\u667a\u80fd\u7684\u5173\u952e\uff1fAI \u6b63\u5728\u4ece\u201c\u80fd\u56de\u5e94\u201d\u8fc8\u5411\u201c\u4f1a\u505a\u4e8b\u201d\uff0c\u8fd9\u4e00\u8dc3\u8fc1\u5c06\u63a8\u52a8\u667a\u80fd\u5728\u73b0\u5b9e\u7684\u590d\u6742\u573a\u666f\u4e2d\u66f4\u597d\u5730\u8f85\u52a9\u4eba\u7c7b\uff0c\u4e5f\u5c06\u4fc3\u4f7f\u4eba\u4eec\u91cd\u65b0\u601d\u8003\u672a\u6765\u521b\u65b0\u3001\u751f\u4ea7\u529b\u4e0e\u4eba\u673a\u534f\u540c\u7684\u8fb9\u754c\u3002 \u5609\u5bbe\u4ecb\u7ecd \u90ed\u767e\u5b81\u535a\u58eb \u90ed\u767e\u5b81\u535a\u58eb\uff0c\u5fae\u8f6f\u6770\u51fa\u79d1\u5b66\u5bb6\uff0c\u73b0\u4efb\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u5e38\u52a1\u526f\u9662\u957f\u3002\u4ed6\u662f\u52a0\u62ff\u5927\u7687\u5bb6\u79d1\u5b66\u9662\u9662\u58eb\uff0c\u4e5f\u662f\u7f8e\u56fd\u8ba1\u7b97\u673a\u534f\u4f1a\u4f1a\u58eb\uff08ACM Fellow\uff09\uff0c\u4ee5\u53ca\u7535\u6c14\u7535\u5b50\u5de5\u7a0b\u5e08\u5b66\u4f1a\u4f1a\u58eb\uff08IEEE Fellow)\u3002\u90ed\u767e\u5b81\u535a\u58eb\u7684\u7814\u7a76\u9886\u57df\u5305\u62ec\u8ba1\u7b97\u673a\u56fe\u5f62\u5b66\u3001\u51e0\u4f55\u5efa\u6a21\uff0c\u865a\u62df\u73b0\u5b9e\u548c\u8ba1\u7b97\u673a\u89c6\u89c9\u3002\u4ed6\u7684\u7814\u7a76\u96c6\u4e2d\u5728\u4e09\u4e2a\u65b9\u5411\uff1a\u4e09\u7ef4\u56fe\u5f62\u5b66\u548c\u6210\u50cf\u4e2d\u7684\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u6a21\u578b\u3001\u7eb9\u7406\u548c\u5916\u89c2\u5efa\u6a21\u7684\u7edf\u8ba1\u6a21\u578b\uff0c\u4ee5\u53ca\u51e0\u4f55\u5efa\u6a21\u3002\u4ed6\u7684\u5de5\u4f5c\u88ab\u5e7f\u6cdb\u5e94\u7528\u4e8e\u865a\u62df\u73b0\u5b9e\u3001\u89c6\u9891\u901a\u4fe1\u3001\u6570\u5b57\u5185\u5bb9\u521b\u5efa\uff0c\u548c\u89c6\u9891\u6e38\u620f\u7b49\u591a\u4e2a\u9886\u57df\u3002\u90ed\u767e\u5b81\u535a\u58eb\u53d1\u660e\u7684\u8ba1\u7b97\u673a\u56fe\u5f62\u548c\u89c6\u9891\u6e38\u620f\u6838\u5fc3\u6280\u672f\u88ab\u5168\u4e16\u754c\u6570\u4ee5\u5343\u4e07\u8ba1\u7684\u7528\u6237\u4f7f\u7528\u3002 \u90ed\u767e\u5b81\u535a\u58eb\u662f\u8bb8\u591a\u8ba1\u7b97\u673a\u56fe\u5f62\u5b66\u548c\u89c6\u89c9\u8ba1\u7b97\u5927\u4f1a\u7684\u4e3b\u9898\u6f14\u8bb2\u4eba\uff0c\u5305\u62ec ACM\/SIAM \u4e09\u7ef4\u7269\u4f53\u548c\u7269\u7406\u5efa\u6a21\u5927\u4f1a\uff08SPM\uff09\u3001IEEE \u4e09\u7ef4\u7269\u4f53\u5efa\u6a21\u56fd\u9645\u5927\u4f1a\uff08SMI\uff09\u3001IEEE \u865a\u62df\u73b0\u5b9e\u5927\u4f1a\uff08IEEE-VR\uff09\u3001IEEE \u591a\u5a92\u4f53\u535a\u89c8\u4f1a\uff08ICME\uff09\u3001IEEE \u89c6\u89c9\u901a\u4fe1\u548c\u56fe\u50cf\u5904\u7406\u5927\u4f1a\uff08VCIP\uff09\u3001\u592a\u5e73\u6d0b\u56fe\u5f62\u5b66\u5927\u4f1a\uff08PG\uff09\u3001\u8ba1\u7b97\u673a\u52a8\u753b\u548c\u793e\u4ea4\u667a\u80fd\u4f53\u5927\u4f1a\uff08CASA\uff09\u548c IEEE ICASSP\u3002\u4ed6\u66fe\u5728\u8bb8\u591a\u56fd\u9645\u8ba1\u7b97\u673a\u56fe\u5f62\u4f1a\u8bae\u7684\u7a0b\u5e8f\u59d4\u5458\u4f1a\u4efb\u804c\uff0c\u5e76\u62c5\u4efb\u591a\u79cd\u5168\u7403\u8ba1\u7b97\u673a\u56fe\u5f62\u5b66\u671f\u520a\u7684\u7f16\u8f91\u59d4\u5458\u4f1a\u6210\u5458\u3002 \u8fb9\u6c5f\u535a\u58eb 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TKDD\u7b49\uff09\u53d1\u8868\u8fc7\u4e0a\u767e\u7bc7\u5b66\u672f\u8bba\u6587\uff0c\u5e76\u83b7\u5f97\u6570\u9879\u7f8e\u56fd\u4e13\u5229\u3002\u4ed6\u8fd8\u662f\u73b0\u4efb NeurIPS\u3001KDD\u3001AAAI \u7b49\u56fd\u9645\u9876\u7ea7\u5b66\u672f\u4f1a\u8bae\u7684\u9886\u57df\u4e3b\u5e2d\u3002\u8fc7\u53bb\u51e0\u5e74\uff0c\u4ed6\u7684\u56e2\u961f\u6210\u529f\u5c06\u57fa\u4e8e\u4eba\u5de5\u667a\u80fd\u7279\u522b\u662f\u5927\u8bed\u8a00\u6a21\u578b\u7684\u9884\u6d4b\u548c\u4f18\u5316\u6280\u672f\u5e94\u7528\u5230\u91d1\u878d\u3001\u7269\u6d41\u3001\u533b\u7597\u7b49\u9886\u57df\u7684\u91cd\u8981\u573a\u666f\u4e2d\uff0c\u5e76\u5c06\u76f8\u5173\u6280\u672f\u548c\u6846\u67b6\u53d1\u5e03\u5230\u5f00\u6e90\u793e\u533a\u3002 \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 \u4f5c\u4e3a\u4e00\u6863\u7531 AI \u5408\u6210\u7684\u64ad\u5ba2\u680f\u76ee\uff0c\u300aAI 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