{"id":1159366,"date":"2025-12-26T01:37:50","date_gmt":"2025-12-26T09:37:50","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-blog-post&#038;p=1159366"},"modified":"2025-12-26T03:39:37","modified_gmt":"2025-12-26T11:39:37","slug":"msra-in-2025","status":"publish","type":"msr-blog-post","link":"https:\/\/www.microsoft.com\/en-us\/research\/articles\/msra-in-2025\/","title":{"rendered":"\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u96622025\u5e74\u7ec8\u76f2\u76d2\u5df2\u5c31\u4f4d\uff0c\u5f00\u542f\u4f60\u65b0\u4e00\u5e74\u7684AI\u80fd\u91cf\uff01"},"content":{"rendered":"\n<p>2025\u5e74\uff0c\u5168\u7403\u667a\u80fd\u6280\u672f\u6b63\u7ecf\u5386\u4ece\u8bed\u8a00\u4ea4\u4e92\u5411\u573a\u666f\u843d\u5730\u7684\u6df1\u523b\u8f6c\u53d8\u3002\u8eab\u5904\u53d8\u9769\u4e4b\u4e2d\uff0c\u6211\u4eec\u6df1\u77e5\uff0c\u552f\u6709\u901a\u8fc7\u624e\u6839\u5b9e\u8df5\u7684\u79d1\u7814\uff0c\u624d\u80fd\u521b\u9020\u6301\u4e45\u7684\u4ef7\u503c\u3002<\/p>\n\n\n\n<p>\u5728\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\uff0c\u79d1\u7814\u4ece\u672a\u6b62\u6b65\u4e8e\u7406\u8bba\u7684\u8c61\u7259\u5854\uff0c\u6210\u679c\u4e5f\u4ece\u6765\u4e0d\u53ea\u662f\u9876\u4f1a\u4e0a\u7684\u8bba\u6587\u6570\u91cf\u3002\u5b83\u4eec\u6b63\u5316\u4f5c\u89e6\u624b\u53ef\u53ca\u7684\u6280\u672f\u539f\u529b\uff0c\u53bb\u5e94\u5bf9\u6bcf\u4e00\u4e2a\u771f\u5b9e\u7684\u6311\u6218\uff0c\u6301\u7eed\u63a8\u52a8 AI \u5411\u524d\u3001\u5411\u6df1\u3001\u5411\u5584\u800c\u884c\u3002<\/p>\n\n\n\n<p>\u5c81\u672b\u5c06\u81f3\uff0c\u6211\u4eec\u5c06\u8fd9\u4e00\u5e74\u7684\u667a\u6167\u7ed3\u6676\u3001\u63a2\u7d22\u5b9e\u8df5\u4e0e\u5bf9\u672a\u6765\u7684\u5e0c\u5180\uff0c\u6089\u6570\u85cf\u8fdb\u4e86\u5341\u4e2a\u7cbe\u5fc3\u8bbe\u8ba1\u7684\u201c\u79d1\u7814\u76f2\u76d2\u201d\u3002\u8fd9\u4e0d\u4ec5\u662f\u5bf9\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u8fc7\u53bb\u4e00\u5e74\u7684\u5386\u7a0b\u56de\u987e\uff0c\u66f4\u662f\u6211\u4eec\u4e3a\u4f60\u51c6\u5907\u7684\u4e00\u4efd\u8de8\u5e74\u795d\u798f\uff01<\/p>\n\n\n\n<p>\u51c6\u5907\u597d\u4e86\u5417\uff1f<strong>\u70b9\u51fb\u4e0b\u65b9\u56fe\u4e2d\u4f60\u5fc3\u610f\u7684\u201c\u76f2\u76d2\u201d<\/strong>\uff0c\u89e3\u9501\u8fd9\u5341\u4efd\u79d1\u7814\u80fd\u91cf\uff0c\u5f00\u542f\u66f4\u7f8e\u597d\u76842026\uff01<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"720\" height=\"720\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/msra-in-2025-gif1.gif\" alt=\"gif\" class=\"wp-image-1159402\"\/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"480\" height=\"480\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/msra-in-2025-gif2.gif\" alt=\"gif\" class=\"wp-image-1159404\" style=\"object-fit:cover\"\/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"480\" height=\"480\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/msra-in-2025-gif3.gif\" alt=\"gif\" class=\"wp-image-1159406\"\/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"480\" height=\"480\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/msra-in-2025-gif4.gif\" alt=\"gif\" class=\"wp-image-1159407\"\/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"480\" height=\"480\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/msra-in-2025-gif5.gif\" alt=\"gif\" class=\"wp-image-1159408\" style=\"object-fit:cover\"\/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"480\" height=\"480\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/msra-in-2025-gif6.gif\" alt=\"gif\" class=\"wp-image-1159409\" style=\"object-fit:cover\"\/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"480\" height=\"480\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/msra-in-2025-gif7.gif\" alt=\"gif\" class=\"wp-image-1159410\" style=\"object-fit:cover\"\/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"480\" height=\"480\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/msra-in-2025-gif8.gif\" alt=\"gif\" class=\"wp-image-1159411\" style=\"object-fit:cover\"\/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"480\" height=\"480\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/msra-in-2025-gif9.gif\" alt=\"gif\" class=\"wp-image-1159412\"\/><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"480\" height=\"480\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/msra-in-2025-gif10.gif\" alt=\"gif\" class=\"wp-image-1159413\" style=\"object-fit:cover\"\/><\/figure>\n<\/div>\n<\/div>\n\n\n\n<p>\u5341\u4e2a\u76f2\u76d2\uff0c\u4e5f\u4ece\u5341\u4e2a\u7ef4\u5ea6\u4e0e\u89c6\u89d2\uff0c\u4e32\u8054\u8d77\u4e86\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u8fd9\u4e00\u5e74\u7684\u63a2\u7d22\u4e0e\u6c89\u6dc0\u3002<\/p>\n\n\n\n<p>\u63a5\u4e0b\u6765\uff0c\u8ba9\u6211\u4eec\u5faa\u7740\u8fd9\u4e9b\u5173\u952e\u8bcd\uff0c\u56de\u987e2025\u5e74\u90a3\u4e9b\u503c\u5f97\u94ed\u8bb0\u7684\u65f6\u523b\uff0c\u611f\u609f\u6bcf\u4e00\u4efd\u76f2\u76d2\u5fc3\u610f\u80cc\u540e\u7684\u575a\u5b88\u4e0e\u7a81\u7834\uff01<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"127\" height=\"113\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/horse-1.png\" alt=\"pic\" class=\"wp-image-1159369\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u62d3-\u65b0-\u7248\u56fe-\u5b88-\u5fc3-\u4e4b\u6240\u5411\">\u62d3\u201c\u65b0\u201d\u7248\u56fe\uff0c\u5b88\u201c\u5fc3\u201d\u4e4b\u6240\u5411<\/h2>\n\n\n\n<p>2025\u5e747\u6708\uff0c<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/microsoft-research-asia-launches-singapore-lab\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\uff08\u65b0\u52a0\u5761\uff09\u6b63\u5f0f\u6210\u7acb<\/a>\u3002\u8fd9\u662f\u5fae\u8f6f\u5728\u4e1c\u5357\u4e9a\u8bbe\u7acb\u7684\u9996\u4e2a\u7814\u7a76\u5b9e\u9a8c\u5ba4\uff0c\u65e8\u5728\u63a8\u52a8\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u524d\u6cbf\u7814\u7a76\uff0c\u643a\u624b\u5408\u4f5c\u4f19\u4f34\u5171\u521b\u9762\u5411\u5173\u952e\u884c\u4e1a\u7684 AI \u89e3\u51b3\u65b9\u6848\uff0c\u5e76\u57f9\u517b\u65b0\u4e00\u4ee3 AI \u4eba\u624d\u3002<\/p>\n\n\n\n<p>\u4ece\u5317\u4eac\u5230\u65b0\u52a0\u5761\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u79d1\u7814\u7248\u56fe\u7684\u6bcf\u4e00\u6b21\u62d3\u5c55\uff0c\u90fd\u610f\u5473\u7740\u6211\u4eec\u4e0e\u4e9a\u592a\u5730\u533a\u7684\u8fde\u63a5\u66f4\u52a0\u7d27\u5bc6\u3002\u6211\u4eec\u8de8\u8d8a\u5730\u57df\u7684\u9650\u5236\uff0c\u6df1\u5ea6\u878d\u5165\u5f53\u5730\u7684\u79d1\u7814\u751f\u6001\u5e76\u5f00\u5c55\u5408\u4f5c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"128\" height=\"125\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/horse-2.png\" alt=\"pic\" class=\"wp-image-1159370\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u6df1-\u7b51-\u6839\u57fa-\u52bf\u5982\u7834-\u7af9\">\u6df1\u201c\u7b51\u201d\u6839\u57fa\uff0c\u52bf\u5982\u7834\u201c\u7af9\u201d<\/h2>\n\n\n\n<p>\u771f\u6b63\u7684\u7a81\u7834\uff0c\u5f80\u5f80\u59cb\u4e8e\u770b\u4e0d\u89c1\u7684\u5730\u57fa\u3002\u5bf9\u6548\u7387\u7684\u6beb\u79d2\u4f18\u5316\u3001\u5bf9\u7a33\u5b9a\u6027\u7684\u6781\u81f4\u8ffd\u6c42\uff0c\u51b3\u5b9a\u4e86\u667a\u80fd\u6280\u672f\u80fd\u8d70\u591a\u8fdc\u3001\u7ad9\u591a\u7a33\u3002<\/p>\n\n\n\n<p><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\/2506.08007\">RPT\uff08\u5f3a\u5316\u9884\u8bad\u7ec3\uff09<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>\u8ba9\u6a21\u578b\u5b66\u4f1a\u5148\u201c\u52a8\u8111\u201d\u518d\u9884\u6d4b\uff1b<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/llms-reasoning-abilities\/\" target=\"_blank\" rel=\"noreferrer noopener\">Logic-RL<\/a>&nbsp;\u4e0e&nbsp;<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/li-zhang-rstar-math\/\" target=\"_blank\" rel=\"noreferrer noopener\">rStar-Math<\/a>&nbsp;\u8bc1\u660e\u5c0f\u6a21\u578b\u4e5f\u80fd\u653b\u514b\u5965\u6570\u7ea7\u903b\u8f91\u96be\u9898\uff1b<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\/2504.18415\">BitNet v2<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> \u5b9e\u73b0\u4e861\u6bd4\u7279\u5927\u8bed\u8a00\u6a21\u578b\u539f\u751f4\u6bd4\u7279\u6fc0\u6d3b\u503c\u91cf\u5316\uff0c\u63d0\u5347\u4e86\u65b0\u4e00\u4ee3 GPU \u7684\u8ba1\u7b97\u6548\u80fd\uff1b<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\/2510.13998\">BitDistill<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> \u5219\u5c06\u5927\u8bed\u8a00\u6a21\u578b\u538b\u7f29\u81f31.58\u6bd4\u7279\uff0c\u4ee510\u500d\u7684\u5185\u5b58\u8282\u7701\u548c2.65\u500d\u7684 CPU \u63a8\u7406\u52a0\u901f\uff0c\u8ba9\u8f7b\u91cf\u5316\u6210\u4e3a\u53ef\u80fd\u3002<\/p>\n\n\n\n<p>\u201c\u7834\u5c40\u800c\u4e0a\u201d\uff0c<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/waferllm\/\" target=\"_blank\" rel=\"noreferrer noopener\">WaferLLM<\/a>&nbsp;\u5b9e\u73b0\u4e86\u5c0f\u4e8e 1ms\/token \u7684\u6676\u5706\u7ea7\u63a8\u7406\u5ef6\u8fdf\uff1b<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/pipethreader\/\" target=\"_blank\" rel=\"noreferrer noopener\">PipeThreader<\/a>&nbsp;\u8ba9\u5f02\u6784\u82af\u7247\u81ea\u52a8\u534f\u540c\uff0c\u6027\u80fd\u7ffb\u500d\uff1b<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/ananke\/\" target=\"_blank\" rel=\"noreferrer noopener\">Ananke<\/a>&nbsp;\u6587\u4ef6\u7cfb\u7edf\u5d29\u6e83\u540e400\u6beb\u79d2\u5185\u6062\u590d\uff0c\u5e94\u7528\u5168\u7a0b\u4e0d\u53d7\u5f71\u54cd\uff0c\u7528\u6237\u65e0\u611f\u77e5\u3002<\/p>\n\n\n\n<p>\u8fd9\u4e9b\u6c89\u5fc3\u4e8e\u5e95\u5c42\u7684\u6784\u5efa\u4e0e\u6253\u78e8\uff0c\u5982\u65b0\u7af9\u62d4\u8282\u524d\u6df1\u624e\u4e8e\u571f\u7684\u6839\u7cfb\u2014\u2014\u5411\u4e0b\u6df1\u201c\u7b51\u201d\uff0c\u624d\u80fd\u5411\u4e0a\u7834\u201c\u7af9\u201d\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"127\" height=\"113\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/horse-3.png\" alt=\"pic\" class=\"wp-image-1159371\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u6dec\u70bc-\u771f-\u5b9e\u4e4b\u5883\">\u6dec\u70bc\u201c\u771f\u201d\u5b9e\u4e4b\u5883<\/h2>\n\n\n\n<p>\u6c89\u6d78\u5f0f\u4f53\u9a8c\u4e0e\u7a7a\u95f4\u667a\u80fd\u8574\u85cf\u7740\u5173\u4e8e\u6781\u81f4\u4f53\u9a8c\u7684\u201c\u771f\u201d\u6750\u201c\u73cd\u201d\u6599\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/vasa-3d\/\" target=\"_blank\" rel=\"noreferrer noopener\">VASA-3D<\/a>&nbsp;\u4ec5\u51ed\u4e00\u5f20\u7167\u7247\u5373\u53ef\u751f\u6210 3D \u8bf4\u8bdd\u5934\u50cf\uff0c\u5fae\u8868\u60c5\u7ec6\u817b\u5982\u771f\u4eba\uff1b<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/vibevoice\/\" target=\"_blank\" rel=\"noreferrer noopener\">VibeVoice<\/a>&nbsp;\u80fd\u751f\u6210\u957f\u8fbe90\u5206\u949f\u7684\u56db\u4eba\u5bf9\u8bdd\uff0c\u8fde\u547c\u5438\u3001\u505c\u987f\u3001\u5507\u9f7f\u97f3\u90fd\u81ea\u7136\u6d41\u7545\uff1b<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/labs.ai.azure.com\/projects\/trellis\/\">TRELLIS<span class=\"sr-only\"> (opens in new tab)<\/span><\/a> \u548c&nbsp;<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/renderformer\/\" target=\"_blank\" rel=\"noreferrer noopener\">RenderFormer<\/a>&nbsp;\u5206\u522b\u4e3a 3D \u5185\u5bb9\u63d0\u4f9b\u4e86\u9ad8\u8d28\u91cf\u7684\u751f\u6210\u4e0e\u795e\u7ecf\u6e32\u67d3\u65b0\u8303\u5f0f\uff1b<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/deep-video-discovery\/\" target=\"_blank\" rel=\"noreferrer noopener\">Deep Video Discovery<\/a>&nbsp;\u901a\u8fc7\u63a8\u7406\u9a71\u52a8\u4e0e\u5de5\u5177\u534f\u540c\uff0c\u201c\u770b\u61c2\u201d\u6570\u5c0f\u65f6\u7684\u89c6\u9891\u5185\u5bb9\uff0c\u63a8\u52a8\u957f\u89c6\u9891\u7406\u89e3\u8fc8\u5411\u53ef\u7528\u3001\u53ef\u63a7\u7684\u667a\u80fd\u65f6\u4ee3\uff1b<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/maag\/\">MaaG&nbsp;<\/a>\u5219\u653b\u514b\u4e86\u6570\u503c\u4e0e\u7a7a\u95f4\u4e00\u81f4\u6027\u7684\u95ee\u9898\uff0c\u8ba9\u751f\u6210\u5f0f\u6a21\u578b\u5728\u7ed8\u5236\u6e38\u620f\u753b\u9762\u65f6\uff0c\u4e5f\u80fd\u771f\u6b63\u7406\u89e3\u6e38\u620f\u673a\u5236\u3002<\/p>\n\n\n\n<p>\u8fd9\u4efd\u5bf9\u201c\u771f\u5b9e\u611f\u201d\u7684\u8ffd\u6c42\uff0c\u4e0d\u53ea\u662f\u4e3a\u4e86\u201c\u770b\u8d77\u6765\u771f\u201d\uff0c\u66f4\u662f\u4e3a\u4e86\u8ba9\u6280\u672f\u5728\u4ea4\u4e92\u4e2d\u53d8\u5f97\u53ef\u4fe1\u3001\u53ef\u611f\u3001\u53ef\u4f9d\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"128\" height=\"113\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/horse-4.png\" alt=\"pic\" class=\"wp-image-1159372\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u806a\u660e\u7684\u667a\u80fd-\u52a9-\u624b-\u61c2\u4f60\u672a\u8a00-\u6210\u4f60\u6240\u613f\">\u806a\u660e\u7684\u667a\u80fd\u201c\u52a9\u201d\u624b\uff0c\u61c2\u4f60\u672a\u8a00\uff0c\u6210\u4f60\u6240\u613f<\/h2>\n\n\n\n<p>2025\u5e74\uff0cAI \u6b63\u5728\u4ece\u201c\u80fd\u8bf4\u201d\u5411\u201c\u80fd\u505a\u201d\u8fdb\u5316\u3002\u667a\u80fd\u4f53\uff08agent\uff09\u5927\u884c\u5176\u9053\uff0c\u6210\u4e3a\u4e86\u80fd\u591f\u8f85\u52a9\u4eba\u7c7b\u5904\u7406\u590d\u6742\u4efb\u52a1\u7684\u6570\u5b57\u4f19\u4f34\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/phi-ground\/\" target=\"_blank\" rel=\"noreferrer noopener\">Phi-Ground<\/a>&nbsp;\u6a21\u578b\u80fd\u591f\u6839\u636e\u7528\u6237\u6307\u4ee4\u7cbe\u51c6\u5b9a\u4f4d\u5c4f\u5e55\u4e0a\u7684\u4efb\u610f\u4f4d\u7f6e\uff0c\u51c6\u786e\u7387\u5237\u65b0\u7eaa\u5f55\uff1b<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/arxiv.org\/html\/2509.25185v1\" target=\"_blank\" rel=\"noopener noreferrer\">PixelCraft<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>&nbsp;\u6559\u4f1a AI \u52a9\u624b\u201c\u770b\u61c2\u201d\u56fe\u8868\u3001\u51e0\u4f55\u8349\u56fe\u3001\u79d1\u7814\u7ed8\u56fe\u7b49\u7ed3\u6784\u5316\u56fe\u50cf\uff0c\u8fde\u8f85\u52a9\u7ebf\u548c\u56fe\u4f8b\u90fd\u5c3d\u5728\u638c\u63e1\uff1bGUI \u4efb\u52a1\u81ea\u52a8\u5316\u667a\u80fd\u4f53 <a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/advancing-mobile-gui-agents-a-verifier-driven-approach-to-practical-deployment\/\">V-Droid<\/a> \u5728\u4efb\u52a1\u6210\u529f\u7387\u4e0a\u518d\u521b\u65b0\u9ad8\uff0c\u51b3\u7b56\u54cd\u5e94\u901f\u5ea6\u63a5\u8fd1\u5b9e\u65f6\uff0c\u4e3a\u79fb\u52a8\u7aef\u81ea\u52a8\u5316\u63a7\u5236\u5f00\u8f9f\u4e86\u65b0\u5c40\u9762\uff1b<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/ui-evol\/\" target=\"_blank\" rel=\"noreferrer noopener\">UI-Evol<\/a>&nbsp;\u5219\u901a\u8fc7\u5f25\u5408\u8ba1\u7b97\u673a\u4f7f\u7528\u667a\u80fd\u4f53\u7684\u77e5\u8bc6\u4e0e\u6267\u884c\u5dee\u8ddd\uff0c\u63d0\u5347 AI \u52a9\u624b\u6267\u884c\u4efb\u52a1\u7684\u7a33\u5b9a\u6027\uff1b<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/agent-lightning\/\" target=\"_blank\" rel=\"noreferrer noopener\">Agent Lightning<\/a>&nbsp;\u8ba9\u667a\u80fd\u4f53\u90fd\u5177\u5907\u4e86\u81ea\u6211\u8fdb\u5316\u80fd\u529b\uff0c\u8ba9 AI \u771f\u6b63\u6210\u4e3a\u61c2\u4f60\u7684\u8d34\u5fc3\u4f19\u4f34\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u7684\u76ee\u6807\u662f\uff0c\u5c06\u4f60\u4ece\u91cd\u590d\u70b9\u51fb\u3001\u622a\u56fe\u6807\u6ce8\u3001\u6d41\u7a0b\u8c03\u8bd5\u7684\u7410\u788e\u4e2d\u5f7b\u5e95\u89e3\u653e\u3002\u5f53 AI \u52a9\u624b\u4e3a\u4f60\u5904\u7406\u4e07\u5343\u7ec6\u8282\u65f6\uff0c\u4f60\u53ea\u9700\u8d1f\u8d23\u4e13\u6ce8\u521b\u9020\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"125\" height=\"114\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/horse-5.png\" alt=\"pic\" class=\"wp-image-1159373\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u4ee5-\u8d4b-\u4e3a\u7b14-\u5171\u7ed8\u767e\u4e1a\u4e4b-\u798f\">\u4ee5\u201c\u8d4b\u201d\u4e3a\u7b14\uff0c\u5171\u7ed8\u767e\u4e1a\u4e4b\u201c\u798f\u201d<\/h2>\n\n\n\n<p>\u8ba9\u524d\u6cbf\u6280\u672f\u8d70\u8fdb\u5343\u884c\u767e\u4e1a\u3001\u521b\u9020\u771f\u5b9e\u4ef7\u503c\uff0c\u662f\u79d1\u7814\u521b\u65b0\u7684\u6838\u5fc3\u9a71\u52a8\u529b\u3002<\/p>\n\n\n\n<p>\u8fd9\u4e00\u5e74\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7ee7\u7eed\u8d4b\u80fd\u4ea7\u4e1a\u754c\u3002<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/pike-rag\/\" target=\"_blank\" rel=\"noreferrer noopener\">PIKE-RAG<\/a>&nbsp;\u901a\u8fc7\u591a\u6a21\u6001\u68c0\u7d22\u589e\u5f3a\u751f\u6210\u6280\u672f\uff0c<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/pike-rag-signify\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u5c06\u6615\u8bfa\u98de\uff08Signify\uff09\u77e5\u8bc6\u5e93\u7ba1\u7406\u7cfb\u7edf\u7684\u56de\u7b54\u51c6\u786e\u7387\u63d0\u5347\u4e8612%<\/a>\uff0c\u8ba9 AI \u50cf\u4e13\u5bb6\u4e00\u6837\u56de\u7b54\u4e13\u4e1a\u96be\u9898\uff1b<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/rd-agent-quant\/\" target=\"_blank\" rel=\"noreferrer noopener\">R&D-Agent-Quant<\/a>&nbsp;\u6253\u901a\u4e86\u4ece\u5047\u8bbe\u751f\u6210\u5230\u771f\u5b9e\u56de\u6d4b\u7684\u5168\u6808\u81ea\u52a8\u5316\uff0c\u4e3a\u91cf\u5316\u91d1\u878d\u9886\u57df\u6784\u5efa\u6570\u636e\u9a71\u52a8\u7684\u667a\u80fd\u91cf\u5316\u7814\u53d1\u4f53\u7cfb\uff1b<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/ai-for-cad\/\" target=\"_blank\" rel=\"noreferrer noopener\">FlexCAD\u3001CADFusion \u548c CAD-Editor<\/a>&nbsp;\u5206\u522b\u4ece\u7edf\u4e00\u5efa\u6a21\u6846\u67b6\u3001\u89c6\u89c9\u53cd\u9988\u673a\u5236\u548c\u81ea\u7136\u8bed\u8a00\u7f16\u8f91\u529f\u80fd\u4e09\u4e2a\u5c42\u9762\uff0c\u9010\u6b65\u63a8\u52a8 CAD \u5efa\u6a21\u7684\u667a\u80fd\u5316\u53d1\u5c55\uff1b<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/fea-bench\/\" target=\"_blank\" rel=\"noreferrer noopener\">FEA-Bench<\/a>&nbsp;\u4f5c\u4e3a\u9996\u4e2a\u4ed3\u5e93\u7ea7\u65b0\u529f\u80fd\u5b9e\u73b0\u57fa\u51c6\uff0c\u8ba9\u5927\u6a21\u578b\u66f4\u61c2\u8f6f\u4ef6\u5f00\u53d1\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u76f8\u4fe1\uff0c\u6280\u672f\u4ef7\u503c\u7684\u6700\u7ec8\u4f53\u73b0\u662f\u5728\u5b83\u88ab\u5404\u884c\u5404\u4e1a\u771f\u6b63\u5e94\u7528\u7684\u65f6\u523b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"124\" height=\"122\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/horse-6.png\" alt=\"pic\" class=\"wp-image-1159374\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u5411-\u5584-\u800c\u884c-\u662f\u9ed8\u8ba4\u8bbe\u7f6e\">\u5411\u201c\u5584\u201d\u800c\u884c\uff0c\u662f\u9ed8\u8ba4\u8bbe\u7f6e<\/h2>\n\n\n\n<p>\u6280\u672f\u7684\u53d1\u5c55\u5fc5\u987b\u4f34\u968f\u6e29\u5ea6\u4e0e\u8d23\u4efb\u611f\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/societal-ai-whitepaper\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u300a\u793e\u4f1a\u8d23\u4efb\u4eba\u5de5\u667a\u80fd\uff1a\u7814\u7a76\u7684\u6311\u6218\u4e0e\u673a\u9047\u300b\u767d\u76ae\u4e66<\/a>\u63d0\u51fa\u4e86\u5341\u5927\u5173\u952e\u95ee\u9898\uff0c\u6df1\u5165\u63a2\u8ba8\u5982\u4f55\u8bbe\u8ba1\u201c\u8d1f\u8d23\u4efb\u7684\u4eba\u5de5\u667a\u80fd\u201d\uff0c\u63a8\u52a8\u5b9e\u73b0\u6280\u672f\u4e0e\u793e\u4f1a\u7684\u5171\u751f\u5171\u8fdb\uff1b<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/causcell\/\" target=\"_blank\" rel=\"noreferrer noopener\">CausCell<\/a>&nbsp;\u6784\u5efa\u4e86\u53ef\u89e3\u91ca\u7684\u201c\u767d\u76d2\u201d\u865a\u62df\u7ec6\u80de\uff0c\u5728\u5c0f\u6837\u672c\u4e2d\u53d1\u73b0\u4e86\u8870\u8001\u65b0\u673a\u5236\uff1b<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzAwMTA3MzM4Nw==&mid=2649503532&idx=1&sn=5a10a4c59c6dd06330cc0cc9d445e9c5&scene=21#wechat_redirect\" target=\"_blank\" rel=\"noopener noreferrer\">PEACE<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>&nbsp;\u7cfb\u7edf\u8ba9 AI \u8bfb\u61c2\u9ad8\u5206\u8fa8\u7387\u5730\u8d28\u56fe\uff0c\u52a9\u529b\u5730\u9707\u98ce\u9669\u8bc4\u4f30\uff1b<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/reducing-transition-costs-towards-carbon-neutrality-of-chinas-coal-power-plants\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u71c3\u7164\u7535\u5382\u8131\u78b3\u6a21\u578b\u53ef\u4e3a\u5168\u56fd4200\u5ea7\u7535\u5382\u5b9a\u5236\u4f4e\u6210\u672c\u8f6c\u578b\u8def\u5f84<\/a>\uff1b<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/value-compass-benchmarks\/\" target=\"_blank\" rel=\"noreferrer noopener\">Value Compass<\/a>&nbsp;\u80fd\u591f\u79d1\u5b66\u8bc4\u4f30\u5927\u6a21\u578b\u7684\u201c\u4e09\u89c2\u201d\uff0c\u5e2e\u52a9\u7528\u6237\u627e\u5230\u201c\u5fd7\u540c\u9053\u5408\u201d\u7684\u667a\u80fd\u52a9\u624b\u3002\u6b64\u5916\uff0c\u7814\u7a76\u5458\u4eec\u6df1\u5ea6\u7406\u89e3\u5c4f\u5e55\u9605\u8bfb\u5668\u7528\u6237\u5728 Vibe Coding \u4e2d\u7684\u771f\u5b9e\u4f53\u9a8c\uff0c<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/screen-reader-users-in-the-vibe-coding-era\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u4e3a\u5f25\u5408\u65e0\u969c\u788d\u5f00\u53d1\u9e3f\u6c9f\u63d0\u51fa\u4e86\u5207\u5b9e\u53ef\u884c\u7684\u8bbe\u8ba1\u65b9\u5411<\/a>\u3002<\/p>\n\n\n\n<p>\u53ea\u6709\u8d1f\u8d23\u4efb\u7684\u6280\u672f\u4ee5\u53ca\u6709\u6e29\u5ea6\u7684\u63a2\u7d22\uff0c\u624d\u80fd\u771f\u6b63\u670d\u52a1\u4e8e\u4eba\u7c7b\u793e\u4f1a\uff0c\u8ba9\u6211\u4eec\u5728\u5411\u5584\u7684\u9053\u8def\u4e0a\u884c\u7a33\u81f4\u8fdc\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"127\" height=\"113\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/horse-7.png\" alt=\"pic\" class=\"wp-image-1159375\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u5e7f-\u8fde-\u56db\u6d77-\u5171\u80b2\u5e76-\u83b2\">\u5e7f\u201c\u8fde\u201d\u56db\u6d77\uff0c\u5171\u80b2\u5e76\u201c\u83b2\u201d<\/h2>\n\n\n\n<p>\u63a2\u7d22\u6700\u524d\u6cbf\u7684\u95ee\u9898\uff0c\u4ece\u6765\u4e0d\u662f\u5b64\u5c9b\u4e0a\u7684\u72ec\u884c\uff0c\u800c\u9700\u8981\u5b66\u672f\u754c\u4e0e\u4ea7\u4e1a\u754c\u7684\u7d27\u5bc6\u534f\u4f5c\u3002<\/p>\n\n\n\n<p>2025\u5e74\uff0c<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/nus-microsoft-research-asia-advance-ai-research-cultivate-computing-talent\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u6211\u4eec\u4e0e\u65b0\u52a0\u5761\u56fd\u7acb\u5927\u5b66\u7b7e\u7f72\u4e86\u7814\u7a76\u5408\u4f5c\u534f\u8bae<\/a>\uff0c\u5e76<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/hkust-signs-mou-microsoft-research-asia-fostering-collaboration\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u4e0e\u9999\u6e2f\u79d1\u6280\u5927\u5b66\u7b7e\u7f72\u4e86\u6218\u7565\u5408\u4f5c\u5907\u5fd8\u5f55<\/a>\uff0c\u8fdb\u4e00\u6b65\u5de9\u56fa\u957f\u671f\u4f19\u4f34\u5173\u7cfb\u3002\u6211\u4eec\u4e5f\u5728\u56fd\u5185\u5916\u5f00\u5c55\u4e86\u591a\u573a\u9ad8\u5c42\u6b21\u5b66\u672f\u4e92\u8bbf\u4e0e\u8054\u5408\u7814\u8ba8\u6d3b\u52a8\uff0c\u5e7f\u6cdb\u8054\u52a8\u4e86\u6e05\u534e\u5927\u5b66\u3001\u5317\u4eac\u5927\u5b66\u3001\u4e0a\u6d77\u4ea4\u901a\u5927\u5b66\u3001\u590d\u65e6\u5927\u5b66\u3001\u65b0\u52a0\u5761\u56fd\u7acb\u5927\u5b66\u3001\u5357\u6d0b\u7406\u5de5\u5927\u5b66\u3001\u9999\u6e2f\u4e2d\u6587\u5927\u5b66\u4ee5\u53ca\u9999\u6e2f\u79d1\u6280\u5927\u5b66\u7b49\u8bf8\u591a\u5168\u7403\u9886\u5148\u9ad8\u6821\u3002\u540c\u65f6\uff0c\u6211\u4eec\u4e5f\u6301\u7eed\u4e0e\u4e2d\u56fd\u8ba1\u7b97\u673a\u5b66\u4f1a\uff08CCF\uff09\u4fdd\u6301\u7d27\u5bc6\u5408\u4f5c\u3002<\/p>\n\n\n\n<p>\u6b63\u5982\u5e76\u8482\u83b2\u822c\u6839\u7cfb\u76f8\u7f20\u3001\u4f11\u621a\u4e0e\u5171\uff0c\u552f\u6709\u4e0e\u521b\u65b0\u4f19\u4f34\u4eec\u7d27\u7d27\u76f8\u8fde\uff0c\u6211\u4eec\u624d\u80fd\u5728\u79d1\u5b66\u63a2\u7d22\u7684\u65e0\u4eba\u533a\u91cc\u5171\u8d4f\u7e41\u82b1\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"127\" height=\"113\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/horse-8.png\" alt=\"pic\" class=\"wp-image-1159376\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u8363-\u5149\u71a0\u71a0-\u9526\u7ee3\u7e41-\u7ed2\">\u201c\u8363\u201d\u5149\u71a0\u71a0\uff0c\u9526\u7ee3\u7e41\u201c\u7ed2\u201d<\/h2>\n\n\n\n<p>2025\u5e74\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7684\u591a\u4f4d\u7814\u7a76\u5458\u56e0\u5176\u5353\u8d8a\u8d21\u732e\uff0c\u83b7\u5f97\u4e86\u6765\u81ea\u5b66\u672f\u754c\u7684\u5e7f\u6cdb\u8ba4\u53ef\u3002<\/p>\n\n\n\n<p><a href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/lidong-zhou-hkust-honorary-fellowships\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u5468\u793c\u680b\u535a\u58eb\u88ab\u6388\u4e88\u9999\u6e2f\u79d1\u6280\u5927\u5b66\u8363\u8a89\u5927\u5b66\u9662\u58eb\u79f0\u53f7<\/a>\u3002<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/baining-guo-microsoft-technical-fellow\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u90ed\u767e\u5b81\u535a\u58eb\u88ab\u6388\u4e88\u5fae\u8f6f\u6280\u672f\u9662\u58eb\uff08Microsoft Technical Fellow\uff09<\/a>\u3002<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/xing-xie-model-workers-of-beijing\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u8c22\u5e78\u535a\u58eb\u8363\u83b7\u4e86\u201c\u5317\u4eac\u5e02\u52b3\u52a8\u6a21\u8303\u201d\u79f0\u53f7<\/a>\u3002<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/wei-chen-2024-acm-fellow\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u9648\u536b\u535a\u58eb\u5165\u9009\u4e862024\u5e74 ACM Fellow<\/a>\u3002\u677e\u4e0b\u5eb7\u4e4b\u535a\u58eb\uff08Yasuyuki Matsushita\uff09\u83b7\u5f972025\u5e74\u65e5\u672c\u6587\u90e8\u79d1\u5b66\u5927\u81e3\u79d1\u5b66\u6280\u672f\u5956\u3002\u658e\u85e4\u83dc\u7f8e\u5b50\u535a\u58eb\uff08Namiko Saito\uff09\u8363\u83b7\u65e5\u672c\u8239\u4e95\u4fe1\u606f\u6280\u672f\u5956\u3002<\/p>\n\n\n\n<p>\u8363\u5149\u4e5f\u7167\u5411\u4e86\u90a3\u4e9b\u6709\u5f71\u54cd\u529b\u7684\u79d1\u7814\u5de5\u4f5c\u3002\u7531\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u4e0e\u5fae\u8f6f\u96f7\u5fb7\u8499\u7814\u7a76\u9662\u7684\u7814\u7a76\u5458\u4eec\u4e8e2015\u5e74\u53d1\u8868\u7684&nbsp;<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/blog.neurips.cc\/2025\/11\/26\/announcing-the-test-of-time-paper-award-for-neurips-2025\/\" target=\"_blank\" rel=\"noopener noreferrer\">Faster R-CNN \u8bba\u6587\u83b7\u5f97\u4e86 NeurIPS 2025 \u65f6\u95f4\u68c0\u9a8c\u5956\uff08Test of Time Paper Award\uff09<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>\u3002<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/ananke\/\" target=\"_blank\" rel=\"noreferrer noopener\">Ananke \u8363\u83b7\u4e86 FAST 2025 \u6700\u4f73\u8bba\u6587\u5956<\/a>\uff0c\u4f53\u73b0\u4e86\u5176\u5728\u7cfb\u7edf\u53ef\u9760\u6027\u4e0e\u521b\u65b0\u6027\u65b9\u9762\u7684\u7a81\u7834\u3002<\/p>\n\n\n\n<p>\u8fd9\u4e9b\u8363\u8a89\u4e0e\u6210\u679c\u90fd\u662f\u957f\u671f\u575a\u6301\u57fa\u7840\u7814\u7a76\u7684\u89c1\u8bc1\uff0c\u5982\u540c\u624b\u5de5\u6390\u5236\u7684\u7ed2\u82b1\uff0c\u575a\u97e7\u6301\u4e45\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"127\" height=\"114\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/horse-9.png\" alt=\"pic\" class=\"wp-image-1159377\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u6c47\u805a-\u661f-\u7fa4-\u5171\u8d74\u76db-\u5174\">\u6c47\u805a\u201c\u661f\u201d\u7fa4\uff0c\u5171\u8d74\u76db\u201c\u5174\u201d<\/h2>\n\n\n\n<p>\u4eba\u624d\u59cb\u7ec8\u662f\u79d1\u7814\u7684\u6838\u5fc3\u3002\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u4e00\u76f4\u81f4\u529b\u4e8e\u4e3a\u6bcf\u4e00\u9897\u201c\u661f\u201d\u8425\u9020\u5f00\u653e\u3001\u5305\u5bb9\u4e14\u6781\u5177\u524d\u77bb\u6027\u7684\u521b\u65b0\u73af\u5883\u3002<\/p>\n\n\n\n<p>2025\u5e74\uff0c<a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" href=\"https:\/\/mp.weixin.qq.com\/s?__biz=MzA4NzIyMDY0OA==&mid=2655421875&idx=1&sn=3315a64019c46db7e353da3b2dd1e599&scene=21#wechat_redirect\" target=\"_blank\" rel=\"noopener noreferrer\">\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u5f00\u653e\u65e5<span class=\"sr-only\"> (opens in new tab)<\/span><\/a>\u3001\u6e05\u534e\u5927\u5b66\u6691\u671f\u5b9e\u4e60\u9879\u76ee\u3001<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/event\/ada-workshop-2025-zh-cn\/\" target=\"_blank\" rel=\"noreferrer noopener\">Ada Workshop 2025<\/a>\u7b49\u6d3b\u52a8\uff0c\u542f\u8fea\u7740\u9752\u5e74\u5b66\u5b50\u4eec\u7684\u79d1\u7814\u68a6\u60f3\u3002<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/academic-program\/startrack-zh-cn\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u201c\u94f8\u661f\u8ba1\u5212\u201d<\/a>\u8fce\u6765\u4e8614\u4f4d\u8bbf\u95ee\u5b66\u8005\u3002<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/academic-program\/starleap-zh-cn\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u201c\u661f\u8dc3\u8ba1\u5212\u201d<\/a>\u4ee5\u53ca<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/academic-program\/tomorrowstars-zh-cn\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u201c\u660e\u65e5\u4e4b\u661f\u201d\u5b9e\u4e60\u751f\u9879\u76ee<\/a>\u6301\u7eed\u8fdb\u884c\u7740\u79d1\u7814\u7cbe\u795e\u7684\u85aa\u706b\u76f8\u4f20\u3002<\/p>\n\n\n\n<p>\u672a\u6765\u7684\u661f\u5149\uff0c\u6b63\u5728\u8fd9\u4e9b\u5e74\u8f7b\u5b66\u5b50\u6c42\u7d22\u7684\u773c\u4e2d\u95ea\u8000\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"128\" height=\"113\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/12\/horse-10.png\" alt=\"pic\" class=\"wp-image-1159378\"\/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u542f-\u8fea\u6df1\u601d-\u81ea\u6210\u4e00-\u65d7\">\u201c\u542f\u201d\u8fea\u6df1\u601d\uff0c\u81ea\u6210\u4e00\u201c\u65d7\u201d<\/h2>\n\n\n\n<p>\u5728\u4fe1\u606f\u5feb\u901f\u8fed\u4ee3\u7684\u4eca\u5929\uff0c\u6211\u4eec\u5e0c\u671b\u901a\u8fc7\u6df1\u5ea6\u5185\u5bb9\uff0c\u5206\u4eab\u90a3\u4e9b\u5173\u4e8e\u6280\u672f\u3001\u5173\u4e8e\u672a\u6765\u7684\u601d\u8003\u4e0e\u6d1e\u5bdf\u3002<\/p>\n\n\n\n<p>\u8fd9\u4e00\u5e74\uff0c\u6211\u4eec\u51fa\u7248\u4e86\u5386\u65f6\u4e24\u5e74\u7684\u667a\u6167\u51dd\u7ec3<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/msra-book-boundless\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u300a\u65e0\u754c\u300b<\/a>\u3002\u4e66\u4e2d\u603b\u7ed3\u4e86\u7814\u7a76\u5458\u4eec\u591a\u5e74\u6765\u5bf9\u79d1\u7814\u672c\u8d28\u7684\u601d\u8003\uff0c\u5e76\u63a2\u8ba8\u4e86\u5982\u4f55\u7a81\u7834\u7814\u7a76\u7684\u8fb9\u754c\u3002\u6211\u4eec\u8fd8\u63a8\u51fa\u4e86<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/articles\/ai-next-podcast-s1e2\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u5229\u7528 AI \u6280\u672f\u5236\u4f5c\u7684\u64ad\u5ba2\u8282\u76ee AI Next<\/a>\u3002\u64ad\u5ba2\u7684\u97f3\u9891\u548c\u5ba3\u4f20\u89c6\u9891\u80cc\u540e\u5305\u542b\u7740 VibeVoice\u3001VASA \u548c TRELLIS \u4e09\u9879\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u5728\u5408\u6210 AI \u9886\u57df\u7684\u5173\u952e\u6280\u672f\u3002\u5728\u4f53\u9a8c AI 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