{"id":1139308,"date":"2025-05-15T02:10:00","date_gmt":"2025-05-15T09:10:00","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-blog-post&#038;p=1139308"},"modified":"2025-05-15T03:08:38","modified_gmt":"2025-05-15T10:08:38","slug":"msra-book-boundless","status":"publish","type":"msr-blog-post","link":"https:\/\/www.microsoft.com\/en-us\/research\/articles\/msra-book-boundless\/","title":{"rendered":"\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u65b0\u8457\u95ee\u4e16\uff1a\u300a\u65e0\u754c\u2014\u2014\u900f\u89c6\u5fae\u8f6f\u521b\u65b0\u7814\u7a76\u4e4b\u5883\u300b"},"content":{"rendered":"\n<p>\u4ee5\u4eba\u5de5\u667a\u80fd\u5927\u6a21\u578b\u7684\u5d1b\u8d77\u4e3a\u6807\u5fd7\uff0c\u8ba1\u7b97\u673a\u79d1\u5b66\u8e0f\u5165\u4e86\u4e00\u671b\u65e0\u57a0\u7684\u672a\u77e5\u4e4b\u5883\u3002\u6211\u4eec\u5bf9\u6280\u672f\u53d8\u9769\u5e26\u6765\u7684\u65e0\u9650\u53ef\u80fd\u6ee1\u6000\u671f\u5f85\uff0c\u5374\u4e5f\u5728\u98a0\u8986\u6027\u7684\u91cd\u5851\u4e2d\u906d\u9047\u8bf8\u591a\u56f0\u60d1\u4e0e\u6311\u6218\uff1a<\/p>\n\n\n\n<p><em>\u65b0\u7684\u7814\u7a76\u8303\u5f0f\u5df2\u7136\u5230\u6765\uff0c\u5982\u4f55\u53d1\u73b0\u5e76\u6295\u8eab\u4e8e\u5177\u6709\u6301\u4e45\u5f71\u54cd\u529b\u7684\u7814\u7a76\u65b9\u5411\uff1f<\/em><br><em>\u9762\u5bf9\u65e0\u5148\u4f8b\u53ef\u5faa\u7684\u6280\u672f\u201c\u65e0\u4eba\u533a\u201d\uff0c\u7a81\u7834\u6027\u521b\u65b0\u9700\u8981\u600e\u6837\u7684\u601d\u7ef4\u7834\u58c1\uff1f<\/em><br><em>AI\u65f6\u4ee3\uff0c\u9700\u8981\u4ec0\u4e48\u6837\u7684\u4eba\u624d\uff1f\u4ec0\u4e48\u6837\u7684\u6210\u957f\u73af\u5883\u80fd\u591f\u6fc0\u53d1\u4eba\u624d\u7684\u6f5c\u80fd\uff1f<\/em><br><em>\u4f01\u4e1a\u5982\u4f55\u6784\u5efa\u6301\u7eed\u521b\u65b0\u7684\u5185\u751f\u52a8\u529b\uff1f<\/em><br><em>\u524d\u6cbf\u6210\u679c\u53c8\u8be5\u4ee5\u4f55\u79cd\u65b9\u5f0f\u3001\u4f55\u79cd\u5f62\u6001\u878d\u5165\u4ea7\u4e1a\u5e94\u7528\uff0c\u60e0\u53ca\u4e16\u754c\uff1f\u2026\u2026<\/em><br><em>\u66f4\u503c\u5f97\u6df1\u601d\u7684\u662f\uff1a\u5f53\u6280\u672f\u521b\u65b0\u4e0e\u793e\u4f1a\u8d23\u4efb\u9762\u4e34\u535a\u5f08\uff0c\u4eba\u7c7b\u8981\u5982\u4f55\u5584\u7528AI\u7b49\u521b\u65b0\u6280\u672f\uff1f<\/em><\/p>\n\n\n\n<p>\u5f53\u9762\u5bf9\u96c6\u4f53\u6027\u7684\u96be\u9898\u65f6\uff0c\u601d\u60f3\u7684\u78b0\u649e\u4e0e\u667a\u6167\u7684\u5171\u9e23\u663e\u5f97\u5c24\u4e3a\u91cd\u8981\u3002\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u5386\u65f6\u4e24\u5e74\u6253\u78e8\u7684\u300a\u65e0\u754c\u2014\u2014\u900f\u89c6\u5fae\u8f6f\u521b\u65b0\u7814\u7a76\u4e4b\u5883\u300b\u4e00\u4e66\uff0c\u6b63\u662f\u732e\u7ed9\u8fd9\u4e2a\u65f6\u4ee3\u7684\u63a2\u7d22\u6307\u5357\u3002\u73b0\u5728\uff0c\u8fd9\u90e8\u7531\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u4e0e\u7535\u5b50\u5de5\u4e1a\u51fa\u7248\u793e\u8054\u5408\u63a8\u51fa\u7684\u65b0\u4f5c\uff0c\u6b63\u5f0f\u4e0e\u5e7f\u5927\u8bfb\u8005\u89c1\u9762\uff01<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"528\" height=\"553\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/05\/msra-book-wujie-1.png\" alt=\"text\" class=\"wp-image-1139309\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/05\/msra-book-wujie-1.png 528w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/05\/msra-book-wujie-1-286x300.png 286w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/05\/msra-book-wujie-1-172x180.png 172w\" sizes=\"auto, (max-width: 528px) 100vw, 528px\" \/><\/figure>\n\n\n\n<p>\u201c\u65e0\u754c\u201d\uff0c\u65e2\u662f\u6b64\u4e66\u7684\u6838\u5fc3\u4e3b\u9898\uff0c\u4e5f\u662f\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u5bf9\u672a\u6765\u79d1\u7814\u8d8b\u52bf\u7684\u6df1\u523b\u6d1e\u5bdf\u2014\u2014\u65b0\u5174\u79d1\u7814\u9886\u57df\u4e0d\u65ad\u6d8c\u73b0\uff0c\u6253\u7834\u601d\u7ef4\u5b9a\u5f0f\u4e0e\u4f20\u7edf\u7814\u7a76\u6846\u67b6\uff1b\u5b66\u79d1\u4e0e\u9886\u57df\u95f4\u7684\u8fb9\u754c\u8d8b\u4e8e\u6d88\u878d\uff0c\u8de8\u754c\u5408\u4f5c\u6210\u4e3a\u5e38\u6001\uff1b\u4f18\u79c0\u4eba\u624d\u7684\u8861\u91cf\u6807\u51c6\u4e0d\u518d\u5c40\u9650\u4e8e\u5355\u4e00\u5b66\u79d1\uff0c\u800c\u662f\u66f4\u6ce8\u91cd\u7efc\u5408\u80fd\u529b\u4e0e\u8de8\u754c\u89c6\u91ce\u2026\u2026&nbsp;<\/p>\n\n\n\n<p>\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u8fd8\u5c06\u89c1\u8bc1\u66f4\u591a\u4ece\u201c\u6709\u754c\u201d\u5230\u201c\u65e0\u754c\u201d\u7684\u8f6c\u53d8\u3002<\/p>\n\n\n\n<p>\u300a\u65e0\u754c\u300b\u4e00\u4e66\uff0c\u51dd\u805a\u4e86\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u5728\u521b\u65b0\u7814\u7a76\u4e2d\u7684\u601d\u8003\u4e0e\u5b9e\u8df5\uff0c\u5e0c\u671b\u80fd\u4e0e\u5173\u6ce8\u4eba\u5de5\u667a\u80fd\u3001\u8ba1\u7b97\u673a\u53ca\u5176\u4ea4\u53c9\u5b66\u79d1\uff0c\u5e76\u5bf9\u79d1\u7814\u521b\u65b0\u611f\u5174\u8da3\u7684\u8bfb\u8005\uff0c\u4e00\u540c\u201c\u900f\u89c6\u201d\u65e0\u754c\u4e4b\u5883\uff0c\u63a2\u7d22\u521b\u65b0\u7814\u7a76\u7684\u672c\u8d28\u3002<\/p>\n\n\n\n<figure 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class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"882\" height=\"561\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/05\/msra-book-wujie-2.png\" alt=\"graphical user interface\" class=\"wp-image-1139311\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/05\/msra-book-wujie-2.png 882w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/05\/msra-book-wujie-2-300x191.png 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/05\/msra-book-wujie-2-768x488.png 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/05\/msra-book-wujie-2-240x153.png 240w\" sizes=\"auto, (max-width: 882px) 100vw, 882px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" 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class=\"wp-block-heading\" id=\"\u8fc8\u5411\u65e0\u754c\u4e4b\u5883-\u62e5\u62b1\u521b\u65b0\u672a\u6765\">\u8fc8\u5411\u65e0\u754c\u4e4b\u5883\uff0c\u62e5\u62b1\u521b\u65b0\u672a\u6765<\/h2>\n\n\n\n<p>\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u8877\u5fc3\u5e0c\u671b\u300a\u65e0\u754c\u300b\u53ef\u4ee5\u6210\u4e3a\u5404\u754c\u8bfb\u8005\u63a2\u7d22\u8ba1\u7b97\u673a\u521b\u65b0\u524d\u6cbf\u7684\u6307\u5357\u3002\u8fd9\u672c\u4e66\u80fd\u591f\u5e2e\u52a9\u7814\u7a76\u8005\u6811\u7acb\u66f4\u52a0\u660e\u786e\u7684\u7814\u7a76\u76ee\u6807\uff0c\u66f4\u4ece\u5bb9\u5730\u8fce\u63a5\u672a\u6765\u7684\u6311\u6218\uff1b\u4e3a\u4f01\u4e1a\u548c\u673a\u6784\u63d0\u4f9b\u521b\u65b0\u4eba\u624d\u7ba1\u7406\u4e0e\u57f9\u517b\u7ecf\u9a8c\uff0c\u63a8\u52a8\u5177\u6709\u957f\u671f\u610f\u4e49\u7684\u57fa\u7840\u521b\u65b0\u7814\u7a76\uff1b\u66f4\u662f\u5e74\u8f7b\u4e00\u4ee3\u5f00\u542f\u5b66\u672f\u751f\u6daf\u3001\u89c4\u5212\u7814\u7a76\u65b9\u5411\u7684\u6210\u957f\u624b\u518c\u3002<\/p>\n\n\n\n<p>\u81ea\u6210\u4e66\u4ee5\u6765\uff0c\u300a\u65e0\u754c\u2014\u2014\u900f\u89c6\u5fae\u8f6f\u521b\u65b0\u7814\u7a76\u4e4b\u5883\u300b\u5df2\u83b7\u5f97\u5341\u4f59\u4f4d\u5168\u7403\u9876\u5c16\u5b66\u8005\u7684\u63a8\u8350\uff0c\u5176\u4e2d\u5305\u62ec\u56fe\u7075\u5956\u5f97\u4e3b\u3001\u9662\u58eb\u3001\u77e5\u540d\u9ad8\u6821\u9886\u5bfc\u3001\u5728\u5404\u81ea\u9886\u57df\u4eab\u6709\u76db\u8a89\u7684\u5b66\u8005\uff0c\u4ee5\u53ca\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7684\u6770\u51fa\u9662\u53cb\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"790\" height=\"2363\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/05\/msra-book-wujie-3.jpg\" alt=\"graphical user interface, application\" class=\"wp-image-1139312\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/05\/msra-book-wujie-3.jpg 790w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/05\/msra-book-wujie-3-100x300.jpg 100w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/05\/msra-book-wujie-3-342x1024.jpg 342w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/05\/msra-book-wujie-3-768x2297.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/05\/msra-book-wujie-3-514x1536.jpg 514w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/05\/msra-book-wujie-3-685x2048.jpg 685w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/05\/msra-book-wujie-3-60x180.jpg 60w\" sizes=\"auto, (max-width: 790px) 100vw, 790px\" \/><\/figure>\n\n\n\n<p>\u300a\u65e0\u754c\u2014\u2014\u900f\u89c6\u5fae\u8f6f\u521b\u65b0\u7814\u7a76\u4e4b\u5883\u300b\u73b0\u5df2\u5168\u5e73\u53f0\u706b\u7206\u5f00\u552e\uff01<\/p>\n\n\n\n<p>\u9996\u6279\u8bfb\u8005\u5c06\u83b7\u5f97<strong>\u9650\u91cf\u7248\u5fae\u8f6f50\u5468\u5e74\u4e66\u7b7e<\/strong>\uff0c\u4e66\u7b7e\u4e0a\u7684<strong>\u6587\u7ae0\u4f5c\u8005\u4eb2\u7b14\u7b7e\u540d<\/strong>\u5c06\u968f\u673a\u5448\u73b0\uff0c<strong>\u76f2\u76d2\u5f0f\u60ca\u559c<\/strong>\u7b49\u4f60\u5f00\u542f\uff01<\/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:\/\/item.jd.com\/14417995.html\">\u7acb\u5373\u70b9\u51fb\u94fe\u63a5<span class=\"sr-only\"> (opens in new 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