{"id":1105314,"date":"2024-11-19T01:02:56","date_gmt":"2024-11-19T09:02:56","guid":{"rendered":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/?post_type=msr-blog-post&#038;p=1105314"},"modified":"2024-11-19T01:09:02","modified_gmt":"2024-11-19T09:09:02","slug":"yasuyuki-matsushita","status":"publish","type":"msr-blog-post","link":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/articles\/yasuyuki-matsushita\/","title":{"rendered":"\u5bf9\u8bdd\u677e\u4e0b\u5eb7\u4e4b\uff1a\u4ee5\u5177\u8eab\u667a\u80fd\u7a81\u7834\u4eba\u5de5\u667a\u80fd\u4e0e\u7269\u7406\u4e16\u754c\u7684\u8fb9\u754c"},"content":{"rendered":"\n<p>2024\u5e7410\u6708\uff0c\u677e\u4e0b\u5eb7\u4e4b\uff08Yasuyuki Matsushita\uff09\u535a\u58eb\u5728\u79bb\u5f00\u8fd1\u5341\u5e74\u4e4b\u540e\u91cd\u8fd4\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u3002\u518d\u6b21\u52a0\u5165\uff0c\u677e\u4e0b\u5eb7\u4e4b\u6709\u4e86\u4e00\u4e2a\u5168\u65b0\u7684\u8eab\u4efd\u2014\u2014<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/group\/microsoft-research-asia-tokyo\/\">\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\uff08\u4e1c\u4eac\uff09<\/a>\u8d1f\u8d23\u4eba\u3002\u5728\u6b64\u4e4b\u524d\uff0c\u4ed6\u66fe\u4e8e2003\u5e74\u81f32015\u5e74\u95f4\u5728\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u4efb\u804c\uff0c\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u5305\u62ec\u8ba1\u7b97\u673a\u89c6\u89c9\u3001\u673a\u5668\u5b66\u4e60\u548c\u4f18\u5316\u7b49\uff0c\u968f\u540e\u4ed6\u8f6c\u8d74\u5927\u962a\u5927\u5b66\u62c5\u4efb\u6559\u6388\u3002<\/p>\n\n\n\n<p>\u4f5c\u4e3a\u5fae\u8f6f\u7814\u7a76\u9662\u5168\u7403\u5316\u6218\u7565\u7684\u4e00\u90e8\u5206\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u4e1c\u4eac\u5b9e\u9a8c\u5ba4\u7684\u6210\u7acb\u5c06\u8fdb\u4e00\u6b65\u5de9\u56fa\u5fae\u8f6f\u7814\u7a76\u9662\u5728\u4e9a\u592a\u5730\u533a\u7684\u79d1\u7814\u6295\u5165\u3002\u4e3a\u6b64\uff0c\u6211\u4eec\u4e0e\u677e\u4e0b\u5eb7\u4e4b\u8fdb\u884c\u4e86\u4e00\u6b21\u6df1\u5165\u7684\u5bf9\u8bdd\uff0c\u56de\u987e\u4e86\u4ed6\u7684\u804c\u4e1a\u751f\u6daf\uff0c\u63a2\u8ba8\u4e86\u79d1\u5b66\u6280\u672f\u7684\u53d1\u5c55\u6f14\u53d8\uff0c\u5e76\u5c55\u671b\u4e86\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\uff08\u4e1c\u4eac\uff09\u4ee4\u4eba\u671f\u5f85\u7684\u65b0\u673a\u9047\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"683\" height=\"1024\" src=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/yasuyuki-matsushita-1-683x1024.jpg\" alt=\"\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\uff08\u4e1c\u4eac\uff09\u8d1f\u8d23\u4eba\u677e\u4e0b\u5eb7\u4e4b\uff08Yasuyuki Matsushita\uff09\u535a\u58eb\" class=\"wp-image-1105323\" style=\"width:415px;height:auto\" srcset=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/yasuyuki-matsushita-1-683x1024.jpg 683w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/yasuyuki-matsushita-1-200x300.jpg 200w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/yasuyuki-matsushita-1-768x1152.jpg 768w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/yasuyuki-matsushita-1-1024x1536.jpg 1024w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/yasuyuki-matsushita-1-1365x2048.jpg 1365w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/yasuyuki-matsushita-1-120x180.jpg 120w, https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/11\/yasuyuki-matsushita-1-scaled.jpg 1707w\" sizes=\"auto, (max-width: 683px) 100vw, 683px\" \/><figcaption class=\"wp-element-caption\">\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\uff08\u4e1c\u4eac\uff09\u8d1f\u8d23\u4eba\u677e\u4e0b\u5eb7\u4e4b\uff08Yasuyuki Matsushita\uff09\u535a\u58eb<\/figcaption><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u91cd\u8fd4\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\">\u91cd\u8fd4\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662<\/h2>\n\n\n\n<p><strong>Q\uff1a\u6b22\u8fce\u60a8\u56de\u5230\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\uff0c\u5e76\u80a9\u8d1f\u8d77\u5efa\u8bbe\u4e1c\u4eac\u5b9e\u9a8c\u5ba4\u7684\u91cd\u4efb\u3002\u60a8\u66fe\u5728\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7684\u5317\u4eac\u5b9e\u9a8c\u5ba4\u5de5\u4f5c\u4e86\u5341\u4e8c\u5e74\uff0c\u4e4b\u540e\u53c8\u8f6c\u6218\u5b66\u672f\u754c\u62c5\u4efb\u6559\u6388\u3002\u662f\u4ec0\u4e48\u4fc3\u4f7f\u60a8\u5728\u5341\u5e74\u540e\u9009\u62e9\u56de\u5f52\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\uff1f<\/strong><\/p>\n\n\n\n<p><strong>\u677e\u4e0b\u5eb7\u4e4b\uff1a<\/strong>\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u4e00\u76f4\u8d70\u5728\u79d1\u5b66\u7814\u7a76\u7684\u6700\u524d\u6cbf\uff0c\u7279\u522b\u662f\u5728\u5f53\u524d\u7684\u4eba\u5de5\u667a\u80fd\u65f6\u4ee3\u3002\u4eca\u5e74\u521d\uff0c\u6211\u5f97\u77e5\u4e86\u7814\u7a76\u9662\u8ba1\u5212\u6269\u5c55\u5176\u7814\u7a76\u7f51\u7edc\uff0c\u5305\u62ec\u5728\u4e1c\u4eac\u8bbe\u7acb\u65b0\u7684\u5b9e\u9a8c\u5ba4\uff0c\u8fd9\u5bf9\u6211\u6765\u8bf4\u662f\u4e00\u4e2a\u4ee4\u4eba\u6fc0\u52a8\u7684\u65b0\u673a\u9047\uff0c\u8ba9\u6211\u6709\u673a\u4f1a\u5728\u672c\u5730\u8fdb\u884c\u5177\u6709\u6df1\u8fdc\u5f71\u54cd\u7684\u7814\u7a76\uff0c\u4e5f\u80fd\u5728\u56fd\u9645\u821e\u53f0\u4e0a\u65bd\u5c55\u624d\u5e72\u3002\u800c\u4e14\uff0c\u5fae\u8f6f\u5728\u4eba\u5de5\u667a\u80fd\u9886\u57df\u5904\u4e8e\u9886\u5148\u5730\u4f4d\uff0c\u8fd9\u4e5f\u662f\u6211\u91cd\u65b0\u53c2\u4e0e\u5176\u4e2d\u7684\u4e00\u4e2a\u6700\u4f73\u65f6\u673a\u3002<\/p>\n\n\n\n<p>\u6211\u76f8\u4fe1\uff0c\u5728\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u8fd9\u4e2a\u4e16\u754c\u7ea7\u7684\u79d1\u7814\u5e73\u53f0\u4e0a\uff0c\u6211\u80fd\u591f\u4e3a\u4eba\u5de5\u667a\u80fd\u8fd9\u4e2a\u84ec\u52c3\u53d1\u5c55\u7684\u9886\u57df\u6ce8\u5165\u65b0\u7684\u80fd\u91cf\u3002\u53c2\u4e0e\u5230\u4eba\u5de5\u667a\u80fd\u7684\u53d1\u5c55\u4e2d\u5e76\u8d21\u732e\u4e00\u4efd\u529b\u91cf\uff0c\u4e5f\u8ba9\u6211\u611f\u5230\u500d\u611f\u5174\u594b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u8fc7\u53bb\u5341\u5e74\u7684\u53d8\u4e0e\u4e0d\u53d8\">\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u8fc7\u53bb\u5341\u5e74\u7684\u53d8\u4e0e\u4e0d\u53d8<\/h2>\n\n\n\n<p><strong>Q\uff1a\u5728\u56de\u6765\u7684\u8fd9\u4e00\u4e2a\u591a\u6708\u91cc\uff0c\u4ece\u60a8\u7684\u89d2\u5ea6\u770b\uff0c\u8fc7\u53bb\u5341\u5e74\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u6709\u54ea\u4e9b\u53d8\u4e0e\u4e0d\u53d8\uff1f<\/strong><\/p>\n\n\n\n<p><strong>\u677e\u4e0b\u5eb7\u4e4b\uff1a<\/strong>\u4e00\u4e2a\u6700\u76f4\u63a5\u7684\u611f\u53d7\u5c31\u662f\u5458\u5de5\u4f7f\u7528\u7684\u5de5\u5177\u548c\u8d44\u6e90\u6709\u4e86\u663e\u8457\u7684\u53d8\u5316\u3002\u6211\u76ee\u524d\u8fd8\u5728\u719f\u6089\u8fd9\u4e9b\u5148\u8fdb\u7684\u6570\u5b57\u5316\u7cfb\u7edf\uff0c\u5b83\u4eec\u6781\u5927\u5730\u63d0\u9ad8\u4e86\u6211\u4eec\u7684\u5de5\u4f5c\u6548\u7387\uff0c\u5e76\u4fc3\u8fdb\u4e86\u56e2\u961f\u95f4\u7684\u534f\u4f5c\u3002\u8fd9\u5341\u5e74\u95f4\uff0c\u5fae\u8f6f\u4e0d\u4ec5\u63a8\u52a8\u4e86\u5176\u4ed6\u516c\u53f8\u7684\u6570\u5b57\u5316\u8f6c\u578b\uff0c\u81ea\u8eab\u4e5f\u7ecf\u5386\u4e86\u6df1\u523b\u7684\u53d8\u9769\u3002<\/p>\n\n\n\n<p>\u9664\u6b64\u4e4b\u5916\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7684\u8bb8\u591a\u72ec\u7279\u4e4b\u5904\u4f9d\u7136\u5982\u6545\uff0c\u6bd4\u5982\u6301\u7eed\u4e3a\u4eba\u624d\u7684\u6210\u957f\u8425\u9020\u521b\u65b0\u548c\u534f\u4f5c\u7684\u6587\u5316\u4e0e\u73af\u5883\u3002\u7814\u7a76\u9662\u59cb\u7ec8\u62e5\u6709\u5e76\u5438\u5f15\u7740\u5bf9\u79d1\u5b66\u7814\u7a76\u5145\u6ee1\u70ed\u60c5\u7684\u4f18\u79c0\u4eba\u624d\u3002\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u6700\u5927\u7684\u4f18\u52bf\u4e4b\u4e00\u5c31\u662f\u5f00\u653e\u4e0e\u534f\u4f5c\u7684\u7cbe\u795e\uff0c\u8fd9\u4e00\u70b9\u5728\u548c\u4f17\u591a\u9ad8\u6821\u4e0e\u7814\u7a76\u673a\u6784\u5efa\u7acb\u7684\u957f\u671f\u5408\u4f5c\u4f19\u4f34\u5173\u7cfb\u4e2d\u4e5f\u5f97\u5230\u4e86\u4f53\u73b0\u3002\u8fd9\u79cd\u5408\u4f5c\u4fc3\u8fdb\u4e86\u8de8\u5730\u533a\u3001\u8de8\u6587\u5316\u548c\u8de8\u5b66\u79d1\u7684\u4ea4\u6d41\uff0c\u6fc0\u53d1\u4e86\u521b\u65b0\uff0c\u5e76\u63a8\u52a8\u4e86\u4ea7\u4e1a\u7684\u53d1\u5c55\u3002\u5bf9\u5353\u8d8a\u7684\u4e0d\u61c8\u8ffd\u6c42\u4e00\u76f4\u662f\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7684\u6838\u5fc3\u7279\u8d28\uff0c\u8fd9\u4e00\u70b9\u59cb\u7ec8\u672a\u53d8\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u5bf9\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662-\u4e1c\u4eac-\u7684\u89c4\u5212\">\u5bf9\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\uff08\u4e1c\u4eac\uff09\u7684\u89c4\u5212<\/h2>\n\n\n\n<p><strong>Q\uff1a\u968f\u7740\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u5728\u6e29\u54e5\u534e\u3001\u4e1c\u4eac\u3001\u65b0\u52a0\u5761\u548c\u9999\u6e2f\u7b49\u5730\u533a\u7684\u6269\u5c55\uff0c\u60a8\u4f5c\u4e3a\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\uff08\u4e1c\u4eac\uff09\u7684\u8d1f\u8d23\u4eba\u5bf9\u4e1c\u4eac\u5b9e\u9a8c\u5ba4\u6709\u54ea\u4e9b\u89c4\u5212\uff1f\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\uff08\u4e1c\u4eac\uff09\u7684\u5efa\u7acb\u5c06\u5982\u4f55\u4e3a\u4e9a\u592a\u5730\u533a\u7684\u521b\u65b0\u751f\u6001\u505a\u51fa\u8d21\u732e\uff1f<\/strong><\/p>\n\n\n\n<p><strong>\u677e\u4e0b\u5eb7\u4e4b\uff1a<\/strong>\u5f53\u524d\u6211\u7684\u9996\u8981\u4efb\u52a1\u662f\u786e\u4fdd\u4e1c\u4eac\u5b9e\u9a8c\u5ba4\u7684\u53d1\u5c55\u4e0e\u5fae\u8f6f\u7814\u7a76\u9662\u7684\u4f7f\u547d\u4fdd\u6301\u4e00\u81f4\uff0c\u5373\u63a8\u52a8\u79d1\u5b66\u6280\u672f\u7684\u8fdb\u6b65\uff0c\u9020\u798f\u4eba\u7c7b\u3002\u4e1c\u4eac\u5b9e\u9a8c\u5ba4\u7684\u7814\u7a76\u5c06\u4e0e\u65e5\u672c\u793e\u4f1a\u7ecf\u6d4e\u53d1\u5c55\u7684\u91cd\u70b9\u76f8\u5951\u5408\uff0c\u5e76\u7279\u522b\u5173\u6ce8\u5177\u8eab\u667a\u80fd\uff08embodied AI\uff09\u3001\u793e\u4f1a\u798f\u7949\u4e0e\u795e\u7ecf\u79d1\u5b66\u3001\u793e\u4f1a\u8d23\u4efb\u4eba\u5de5\u667a\u80fd\uff08societal AI\uff09\uff0c\u4ee5\u53ca\u4ea7\u4e1a\u521b\u65b0\u7b49\u9886\u57df\u3002\u8fd9\u4e9b\u9886\u57df\u7684\u7814\u7a76\u5de5\u4f5c\u65e8\u5728\u89e3\u51b3\u5f53\u524d\u793e\u4f1a\u9762\u4e34\u7684\u7d27\u8feb\u6311\u6218\uff0c\u5e76\u5c06\u63a8\u52a8\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u53d1\u5c55\uff0c\u4f7f\u5176\u60e0\u53ca\u6574\u4e2a\u793e\u4f1a\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u59cb\u7ec8\u575a\u6301\u5f00\u653e\u7684\u7814\u7a76\u5b9e\u8df5\uff0c\u901a\u8fc7\u53d1\u5e03\u5e76\u5f00\u6e90\u7814\u7a76\u6210\u679c\u548c\u5de5\u5177\uff0c\u6211\u4eec\u5e0c\u671b\u6211\u4eec\u7684\u5de5\u4f5c\u80fd\u591f\u4f7f\u66f4\u5e7f\u6cdb\u7684\u884c\u4e1a\u4ece\u4e2d\u53d7\u76ca\uff0c\u5e76\u4e3a\u4e30\u5bcc\u5168\u7403\u77e5\u8bc6\u5e93\u505a\u51fa\u8d21\u732e\u3002\u6211\u4eec\u7684\u76ee\u6807\u662f\u5206\u4eab\u90a3\u4e9b\u80fd\u591f\u63a8\u52a8\u5168\u793e\u4f1a\u8fdb\u6b65\u548c\u521b\u65b0\u7684\u6df1\u523b\u89c1\u89e3\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u52a0\u901f\u4e0b\u4e00\u4ee3\u4eba\u624d\u6210\u957f\">\u52a0\u901f\u4e0b\u4e00\u4ee3\u4eba\u624d\u6210\u957f<\/h2>\n\n\n\n<p><strong>Q\uff1a\u4eba\u624d\u6210\u957f\u4e0e\u53d1\u5c55\u662f\u5fae\u8f6f\u7814\u7a76\u9662\u4f7f\u547d\u4e0e\u6587\u5316\u7684\u6838\u5fc3\u3002\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\uff08\u4e1c\u4eac\uff09\u6b63\u5728\u5bfb\u627e\u5177\u5907\u54ea\u4e9b\u7279\u8d28\u7684\u4eba\u624d\uff1f\u4e1c\u4eac\u5b9e\u9a8c\u5ba4\u5c06\u5982\u4f55\u52a0\u5927\u529b\u5ea6\u57f9\u517b\u4e0b\u4e00\u4ee3\u79d1\u6280\u521b\u65b0\u4eba\u624d\uff1f<\/strong><\/p>\n\n\n\n<p><strong>\u677e\u4e0b\u5eb7\u4e4b\uff1a<\/strong>\u4f5c\u4e3a\u5fae\u8f6f\u7684\u4e00\u90e8\u5206\uff0c\u6211\u4eec\u7684\u5173\u952e\u4f18\u52bf\u5728\u4e8e\u80fd\u591f\u5c06\u7814\u7a76\u4e0e\u73b0\u5b9e\u4e16\u754c\u7684\u5e94\u7528\u7d27\u5bc6\u7ed3\u5408\u3002\u8fd9\u79cd\u7814\u7a76\u4e0e\u5b9e\u8df5\u7684\u6865\u6881\u53ef\u4ee5\u786e\u4fdd\u6211\u4eec\u7684\u6280\u672f\u521b\u65b0\u80fd\u591f\u5e26\u6765\u66f4\u52a0\u6709\u610f\u4e49\u4e14\u6709\u76ca\u7684\u6210\u679c\uff0c\u76f4\u63a5\u5f71\u54cd\u793e\u4f1a\u53d1\u5c55\u3002<\/p>\n\n\n\n<p>\u5728\u62db\u52df\u65b0\u4eba\u65f6\uff0c\u6211\u4eec\u5bfb\u627e\u7684\u662f\u5177\u6709\u81ea\u9a71\u529b\u3001\u5f3a\u70c8\u597d\u5947\u5fc3\u4ee5\u53ca\u5bf9\u89e3\u51b3\u793e\u4f1a\u6311\u6218\u5145\u6ee1\u70ed\u60c5\u7684\u4f19\u4f34\u3002\u5bf9\u590d\u6742\u95ee\u9898\u80cc\u540e\u7684\u201c\u4e3a\u4ec0\u4e48\u201d\u6709\u5f3a\u70c8\u7684\u6c42\u77e5\u6b32\u662f\u6211\u4eec\u6700\u770b\u91cd\u7684\u7279\u8d28\u4e4b\u4e00\u3002\u867d\u7136\u6280\u672f\u4e13\u957f\u81f3\u5173\u91cd\u8981\uff0c\u4f46\u6211\u4eec\u76f8\u4fe1\uff0c\u81f4\u529b\u4e8e\u89e3\u51b3\u793e\u4f1a\u95ee\u9898\u53ef\u4ee5\u6fc0\u53d1\u66f4\u591a\u521b\u9020\u529b\u5e76\u4fc3\u8fdb\u66f4\u591a\u6709\u610f\u4e49\u7684\u8fdb\u6b65\u3002\u800c\u8fd9\u79cd\u597d\u5947\u5fc3\u548c\u4f7f\u547d\u611f\u7684\u7ed3\u5408\u66f4\u80fd\u6fc0\u53d1\u521b\u65b0\uff0c\u5e76\u63a8\u52a8\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u5411\u524d\u53d1\u5c55\u3002<\/p>\n\n\n\n<p>\u57f9\u517b\u4e0b\u4e00\u4ee3\u79d1\u6280\u521b\u65b0\u4eba\u624d\u4e5f\u662f\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\uff08\u4e1c\u4eac\uff09\u7684\u6838\u5fc3\u613f\u666f\u4e4b\u4e00\u3002\u6211\u4eec\u5c06\u5ef6\u7eed\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u8fc7\u5f80\u6210\u529f\u5b75\u5316\u7684\u4eba\u624d\u57f9\u517b\u9879\u76ee\uff0c\u5305\u62ec\u8054\u5408\u7814\u7a76\u8ba1\u5212\u3001\u8bbf\u95ee\u5b66\u8005\u9879\u76ee\u548c\u5b9e\u4e60\u751f\u9879\u76ee\u7b49\u3002\u8fd9\u4e9b\u9879\u76ee\u4e3a\u9752\u5e74\u7814\u7a76\u4eba\u5458\u548c\u5b66\u751f\u63d0\u4f9b\u4e86\u5b9d\u8d35\u7684\u5b9e\u8df5\u7ecf\u9a8c\uff0c\u80fd\u591f\u5e2e\u52a9\u4ed6\u4eec\u638c\u63e1\u5fc5\u8981\u7684\u79d1\u7814\u6280\u80fd\uff0c\u52a0\u6df1\u5bf9\u590d\u6742\u6280\u672f\u6311\u6218\u7684\u7406\u89e3\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u81f4\u529b\u4e8e\u8425\u9020\u4e00\u4e2a\u6709\u5229\u4e8e\u4eba\u624d\u6210\u957f\u3001\u534f\u540c\u5408\u4f5c\u5e76\u4e3a\u5168\u7403\u79d1\u6280\u53d1\u5c55\u505a\u51fa\u8d21\u732e\u7684\u79d1\u7814\u73af\u5883\u3002\u901a\u8fc7\u5c06\u6280\u672f\u521b\u65b0\u4e0e\u73b0\u5b9e\u4e16\u754c\u7684\u9700\u6c42\u7d27\u5bc6\u7ed3\u5408\uff0c\u6211\u4eec\u5e0c\u671b\u53ef\u4ee5\u6fc0\u52b1\u65b0\u4e00\u4ee3\u4eba\u624d\u4e0d\u65ad\u7a81\u7834\u6781\u9650\uff0c\u63a8\u52a8\u793e\u4f1a\u8fdb\u6b65\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u8ba1\u7b97\u673a\u89c6\u89c9\u9886\u57df\u7684\u5feb\u901f\u53d1\u5c55\">\u8ba1\u7b97\u673a\u89c6\u89c9\u9886\u57df\u7684\u5feb\u901f\u53d1\u5c55<\/h2>\n\n\n\n<p><strong>Q\uff1a\u5341\u5e74\u524d\u60a8\u4e3b\u8981\u4e13\u6ce8\u4e8e\u5149\u5ea6\u5b66\u548c\u89c6\u9891\u5206\u6790\u9886\u57df\u7684\u7814\u7a76\uff0c\u80fd\u5426\u5206\u4eab\u4e00\u4e9b\u5f53\u65f6\u7684\u5173\u952e\u6210\u679c\uff1f\u60a8\u8ba4\u4e3a\u50cf\u4eba\u5de5\u667a\u80fd\u8fd9\u6837\u7684\u65b0\u5174\u6280\u672f\u5bf9\u8ba1\u7b97\u673a\u89c6\u89c9\u9886\u57df\u6709\u4ec0\u4e48\u5f71\u54cd\uff1f<\/strong><\/p>\n\n\n\n<p><strong>\u677e\u4e0b\u5eb7\u4e4b\uff1a<\/strong>\u5341\u5e74\u524d\u6211\u7684\u7814\u7a76\u91cd\u70b9\u96c6\u4e2d\u5728\u8ba1\u7b97\u673a\u89c6\u89c9\u9886\u57df\uff0c\u7279\u522b\u662f\u7528\u4e8e\u4e09\u7ef4\uff083D\uff09\u91cd\u5efa\u7684\u5149\u5ea6\u5b66\u548c\u63d0\u5347\u89c6\u9891\u8d28\u91cf\u7684\u89c6\u9891\u5206\u6790\u3002\u5728\u90a3\u4e2a\u65f6\u671f\u4e00\u4e2a\u6bd4\u8f83\u6709\u5f71\u54cd\u529b\u7684\u9879\u76ee\u662f\u6211\u4eec\u5f00\u53d1\u4e86\u4e00\u53f0\u80fd\u591f\u6355\u6349\u9ad8\u5206\u8fa8\u7387 3D \u4fe1\u606f\u7684\u5341\u4ebf\u7ea7\u50cf\u7d20\u76f8\u673a\u3002\u8fd9\u53f0\u76f8\u673a\u5728\u6566\u714c\u83ab\u9ad8\u7a9f\u7684\u6587\u5316\u4fdd\u62a4\u4e2d\u53d1\u6325\u4e86\u91cd\u8981\u4f5c\u7528\uff0c\u5b83\u4ee5\u524d\u6240\u672a\u6709\u7684\u7cbe\u5ea6\u5bf9\u6566\u714c\u58c1\u753b\u548c\u4f5b\u50cf\u7b49\u6587\u5316\u9057\u4ea7\u8fdb\u884c\u6570\u5b57\u5316\u4fdd\u62a4\u3002<\/p>\n\n\n\n<p>\u53e6\u4e00\u4e2a\u503c\u5f97\u4e00\u63d0\u7684\u9879\u76ee\u662f\u89c6\u9891\u7a33\u5b9a\u6280\u672f\uff0c\u8be5\u6280\u672f\u4f5c\u4e3a\u5a92\u4f53\u57fa\u7840\u7684\u4e00\u90e8\u5206\u88ab\u96c6\u6210\u5230\u4e86 Windows 7 \u64cd\u4f5c\u7cfb\u7edf\u4e2d\u3002\u8fd9\u9879\u6280\u672f\u901a\u8fc7\u6821\u6b63\u4e0d\u5fc5\u8981\u7684\u76f8\u673a\u6296\u52a8\u63d0\u5347\u4e86\u89c6\u9891\u8d28\u91cf\uff0c\u5b9e\u73b0\u4e86\u66f4\u6d41\u7545\u3001\u4e13\u4e1a\u7684\u89c6\u9891\u8f93\u51fa\u6548\u679c\u3002\u5728\u5f53\u65f6\uff0c\u80fd\u591f\u5b9e\u65f6\u5904\u7406\u5e76\u63d0\u5347\u89c6\u9891\u7a33\u5b9a\u6027\u7684\u7b97\u6cd5\u662f\u4e00\u9879\u5177\u6709\u5f00\u521b\u6027\u7684\u7814\u7a76\u8fdb\u5c55\u3002<\/p>\n\n\n\n<p>\u6b64\u540e\uff0c\u6df1\u5ea6\u5b66\u4e60\u3001\u5927\u89c4\u6a21\u6570\u636e\u96c6\u548c\u590d\u6742\u7684\u795e\u7ecf\u7f51\u7edc\u67b6\u6784\u7684\u5f15\u5165\u5c06\u8ba1\u7b97\u673a\u89c6\u89c9\u63a8\u5411\u4e86\u65b0\u7684\u9ad8\u5ea6\u3002\u66fe\u7ecf\u6211\u4eec\u8ba4\u4e3a\u56f0\u96be\u7684\u4efb\u52a1\uff0c\u5982\u76ee\u6807\u68c0\u6d4b\u3001\u8bc6\u522b\u548c\u5206\u5272\uff0c\u73b0\u5728\u501f\u52a9\u4eba\u5de5\u667a\u80fd\u6280\u672f\u5df2\u7ecf\u53d8\u5f97\u53f8\u7a7a\u89c1\u60ef\u3002\u7f51\u7edc\u67b6\u6784\u3001\u5b66\u4e60\u7b56\u7565\u7684\u6301\u7eed\u521b\u65b0\uff0c\u4ee5\u53ca\u589e\u5f3a\u7684\u6570\u636e\u96c6\uff0c\u6b63\u5728\u8fdb\u4e00\u6b65\u62d3\u5c55\u79d1\u5b66\u6280\u672f\u7684\u8fb9\u754c\u3002\u5f53\u524d\uff0c\u4e00\u4e2a\u4ee4\u4eba\u5174\u594b\u7684\u8d8b\u52bf\u662f\u4eba\u5de5\u667a\u80fd\u5728\u73b0\u5b9e\u4e16\u754c\u4ea4\u4e92\u573a\u666f\u4e2d\u7684\u5e94\u7528\uff0c\u800c\u8fd9\u50ac\u751f\u4e86\u5177\u8eab\u667a\u80fd\u8fd9\u4e00\u65b0\u5174\u7684\u7814\u7a76\u9886\u57df\uff0c\u8fd9\u4e5f\u662f\u6211\u76ee\u524d\u5de5\u4f5c\u7684\u4e00\u4e2a\u91cd\u70b9\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u7406\u89e3\u5177\u8eab\u667a\u80fd-\u8d85\u8d8a\u673a\u5668\u4eba\u6280\u672f\">\u7406\u89e3\u5177\u8eab\u667a\u80fd\uff1a\u8d85\u8d8a\u673a\u5668\u4eba\u6280\u672f<\/h2>\n\n\n\n<p><strong>Q\uff1a\u60a8\u76ee\u524d\u7684\u7814\u7a76\u65b9\u5411\u4e3b\u8981\u662f\u5177\u8eab\u667a\u80fd\uff0c\u90a3\u4e48\u8bf7\u95ee\u5177\u8eab\u667a\u80fd\u662f\u4ec0\u4e48\uff1f\u5b83\u4e0e\u6211\u4eec\u719f\u6089\u7684\u673a\u5668\u4eba\u6280\u672f\u6709\u4f55\u4e0d\u540c\uff1f<\/strong><\/p>\n\n\n\n<p><strong>\u677e\u4e0b\u5eb7\u4e4b\uff1a<\/strong>\u5177\u8eab\u667a\u80fd\u8d85\u8d8a\u4e86\u4f20\u7edf\u673a\u5668\u4eba\u6280\u672f\u7684\u8303\u7574\u3002\u673a\u5668\u4eba\u901a\u5e38\u914d\u6709\u6267\u884c\u5668\uff0c\u4e13\u95e8\u8bbe\u8ba1\u6765\u5b8c\u6210\u7279\u5b9a\u7684\u4efb\u52a1\uff0c\u800c\u5177\u8eab\u667a\u80fd\u5219\u4fa7\u91cd\u4e8e\u5f00\u53d1\u80fd\u591f\u6267\u884c\u590d\u6742\u4efb\u52a1\u5e76\u5728\u7269\u7406\u548c\u865a\u62df\u73af\u5883\u4e2d\u7406\u89e3\u548c\u4ea4\u4e92\u7684\u667a\u80fd\u7cfb\u7edf\u3002\u8fc7\u53bb\uff0c\u673a\u5668\u4eba\u6280\u672f\u548c\u4eba\u5de5\u667a\u80fd\u662f\u4e24\u4e2a\u76f8\u5bf9\u72ec\u7acb\u7684\u9886\u57df\u3002\u5177\u8eab\u667a\u80fd\u5219\u662f\u8fd9\u4e24\u4e2a\u9886\u57df\u7684\u878d\u5408\uff0c\u5b83\u53ef\u4ee5\u5c06\u4eba\u5de5\u667a\u80fd\u6280\u672f\u4e0e\u80fd\u591f\u5728\u771f\u5b9e\u4e16\u754c\u4e2d\u611f\u77e5\u3001\u884c\u52a8\u548c\u5b66\u4e60\u7684\u7269\u7406\u5b9e\u4f53\u96c6\u6210\u5728\u4e00\u8d77\u3002<\/p>\n\n\n\n<p>\u672c\u8d28\u4e0a\uff0c\u5177\u8eab\u667a\u80fd\u662f\u4e00\u4e2a\u8de8\u5b66\u79d1\u9886\u57df\uff0c\u5b83\u6d89\u53ca\u673a\u5668\u4eba\u63a7\u5236\u3001\u5f3a\u5316\u5b66\u4e60\u3001\u7a7a\u95f4\u611f\u77e5\u3001\u4eba\u673a\u4ea4\u4e92\u548c\u63a8\u7406\u7b49\u591a\u4e2a\u65b9\u9762\u3002\u4f8b\u5982\uff0c\u5177\u8eab\u667a\u80fd\u62e5\u6709\u63a8\u65ad\u56e0\u679c\u5173\u7cfb\u7684\u80fd\u529b\uff0c\u53ef\u4ee5\u7406\u89e3\u6ca1\u6709\u652f\u6491\u7684\u7b14\u8bb0\u672c\u7535\u8111\u4f1a\u56e0\u91cd\u529b\u800c\u5760\u843d\u3002\u8fd9\u79cd\u4ea4\u4e92\u548c\u8ba4\u77e5\u80fd\u529b\u6e90\u4e8e\u5bf9\u7269\u7406\u4e16\u754c\u7684\u63a5\u89e6\u548c\u7406\u89e3\uff0c\u56e0\u6b64\uff0c\u5177\u8eab\u667a\u80fd\u662f\u4e00\u4e2a\u4ee4\u4eba\u5174\u594b\u4e14\u591a\u9762\u7684\u7814\u7a76\u9886\u57df\u3002<\/p>\n\n\n\n<p>\u6b63\u662f\u7531\u4e8e\u5177\u8eab\u667a\u80fd\u7684\u9ad8\u5ea6\u590d\u6742\u6027\uff0c\u6ca1\u6709\u4efb\u4f55\u5355\u4e00\u7ec4\u7ec7\u80fd\u591f\u72ec\u81ea\u8986\u76d6\u5176\u53d1\u5c55\u7684\u6240\u6709\u65b9\u9762\u3002\u6211\u4eec\u975e\u5e38\u671f\u671b\u4e0e\u5de5\u4e1a\u754c\u548c\u5b66\u672f\u673a\u6784\u5408\u4f5c\uff0c\u901a\u8fc7\u7ed3\u5408\u4ed6\u4eec\u7684\u4e13\u4e1a\u77e5\u8bc6\u548c\u6211\u4eec\u5728\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u4f18\u52bf\uff0c\u5171\u540c\u63a8\u52a8\u5177\u8eab\u667a\u80fd\u9886\u57df\u7684\u53d1\u5c55\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u7ed9\u8ba1\u7b97\u673a\u89c6\u89c9\u4e0e\u4eba\u5de5\u667a\u80fd\u5e74\u8f7b\u79d1\u7814\u4eba\u7684\u5efa\u8bae\">\u7ed9\u8ba1\u7b97\u673a\u89c6\u89c9\u4e0e\u4eba\u5de5\u667a\u80fd\u5e74\u8f7b\u79d1\u7814\u4eba\u7684\u5efa\u8bae<\/h2>\n\n\n\n<p><strong>Q\uff1a\u60a8\u5728\u5b66\u672f\u754c\u548c\u5de5\u4e1a\u754c\u90fd\u6709\u7740\u6df1\u539a\u7684\u7814\u7a76\u7ecf\u9a8c\u3002\u4ee5\u6559\u80b2\u8005\u548c\u79d1\u7814\u4eba\u7684\u53cc\u91cd\u8eab\u4efd\uff0c\u60a8\u5bf9\u90a3\u4e9b\u6709\u5fd7\u4e8e\u6295\u8eab\u4e8e\u8ba1\u7b97\u673a\u89c6\u89c9\u548c\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u7684\u5e74\u8f7b\u4eba\u6709\u4ec0\u4e48\u5efa\u8bae\uff1f<\/strong><\/p>\n\n\n\n<p><strong>\u677e\u4e0b\u5eb7\u4e4b\uff1a<\/strong>\u5bf9\u4e8e\u60f3\u8981\u4ece\u4e8b\u8ba1\u7b97\u673a\u89c6\u89c9\u548c\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7814\u7a76\u7684\u5e74\u8f7b\u4eba\u6765\u8bf4\uff0c\u624e\u5b9e\u7684\u6570\u5b66\u57fa\u7840\u548c\u8ba1\u7b97\u673a\u79d1\u5b66\u77e5\u8bc6\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u3002\u5373\u4f7f\u5728\u7814\u7a76\u8bfe\u9898\u4e0e\u6280\u672f\u6f14\u8fdb\u65e5\u65b0\u6708\u5f02\u7684\u4eca\u5929\uff0c\u8fd9\u4e9b\u6838\u5fc3\u6280\u80fd\u4f9d\u7136\u81f3\u5173\u91cd\u8981\uff0c\u4f8b\u5982\u5bf9\u68af\u5ea6\u3001\u96c5\u53ef\u6bd4\u77e9\u9635\u548c\u5411\u91cf\u7a7a\u95f4\u7b49\u57fa\u7840\u6570\u5b66\u6982\u5ff5\u7684\u6df1\u523b\u7406\u89e3\u3002\u638c\u63e1\u4e86\u8fd9\u4e9b\u539f\u7406\uff0c\u65e0\u8bba\u7f16\u7a0b\u8bed\u8a00\u8fd8\u662f\u5f00\u53d1\u5e73\u53f0\u5982\u4f55\u66f4\u8fed\uff0c\u4f60\u90fd\u80fd\u6e38\u5203\u6709\u4f59\u3002<\/p>\n\n\n\n<p>\u53e6\u5916\uff0c\u6301\u7eed\u5b66\u4e60\u7684\u80fd\u529b\u540c\u6837\u4e0d\u53ef\u6216\u7f3a\uff0c\u56e0\u4e3a\u7814\u7a76\u9886\u57df\u65f6\u523b\u90fd\u5728\u53d1\u751f\u53d8\u5316\u3002\u5341\u5e74\u524d\uff0c\u6df1\u5ea6\u5b66\u4e60\u8fdc\u4e0d\u5982\u4eca\u5929\u8fd9\u6837\u91cd\u8981\uff0c\u4f46\u73b0\u5728\u5b83\u5df2\u7ecf\u6210\u4e3a\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u57fa\u77f3\u3002\u5fae\u8f6f\u7279\u522b\u5f3a\u8c03\u57f9\u517b\u6210\u957f\u578b\u601d\u7ef4\uff0c\u5373\u8981\u7075\u6d3b\u9002\u5e94\u53d8\u5316\u3001\u5bf9\u65b0\u6280\u672f\u6301\u5f00\u653e\u6001\u5ea6\uff0c\u5e76\u968f\u7740\u884c\u4e1a\u7684\u53d1\u5c55\u4e0d\u65ad\u8c03\u6574\u3002\u65b0\u5165\u884c\u7684\u7814\u7a76\u8005\u9700\u8981\u57f9\u517b\u5feb\u901f\u638c\u63e1\u65b0\u6280\u80fd\u7684\u80fd\u529b\uff0c\u540c\u65f6\u4e0d\u65ad\u5de9\u56fa\u57fa\u7840\u77e5\u8bc6\uff0c\u8fd9\u79cd\u9002\u5e94\u80fd\u529b\u662f\u5728\u79d1\u7814\u9886\u57df\u957f\u671f\u53d1\u5c55\u548c\u53d6\u5f97\u6210\u529f\u7684\u5173\u952e\u3002<\/p>\n\n\n\n<p>\u6b32\u4e86\u89e3\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\uff08\u4e1c\u4eac\uff09\u66f4\u591a\u8be6\u60c5\uff0c\u8bf7\u70b9\u51fb\uff1a<a href=\"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/group\/microsoft-research-asia-tokyo\/\">https:\/\/cm-edgetun.pages.dev\/en-us\/research\/group\/microsoft-research-asia-tokyo\/<\/a><\/p>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>2024\u5e7410\u6708\uff0c\u677e\u4e0b\u5eb7\u4e4b\uff08Yasuyuki Matsushita\uff09\u535a\u58eb\u5728\u79bb\u5f00\u8fd1\u5341\u5e74\u4e4b\u540e\u91cd\u8fd4\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u3002\u518d\u6b21\u52a0\u5165\uff0c\u677e\u4e0b\u5eb7\u4e4b\u6709\u4e86\u4e00\u4e2a\u5168\u65b0\u7684\u8eab\u4efd\u2014\u2014\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\uff08\u4e1c\u4eac\uff09\u8d1f\u8d23\u4eba\u3002\u5728\u6b64\u4e4b\u524d\uff0c\u4ed6\u66fe\u4e8e2003\u5e74\u81f32015\u5e74\u95f4\u5728\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u4efb\u804c\uff0c\u4e3b\u8981\u7814\u7a76\u65b9\u5411\u5305\u62ec\u8ba1\u7b97\u673a\u89c6\u89c9\u3001\u673a\u5668\u5b66\u4e60\u548c\u4f18\u5316\u7b49\uff0c\u968f\u540e\u4ed6\u8f6c\u8d74\u5927\u962a\u5927\u5b66\u62c5\u4efb\u6559\u6388\u3002 \u4f5c\u4e3a\u5fae\u8f6f\u7814\u7a76\u9662\u5168\u7403\u5316\u6218\u7565\u7684\u4e00\u90e8\u5206\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u4e1c\u4eac\u5b9e\u9a8c\u5ba4\u7684\u6210\u7acb\u5c06\u8fdb\u4e00\u6b65\u5de9\u56fa\u5fae\u8f6f\u7814\u7a76\u9662\u5728\u4e9a\u592a\u5730\u533a\u7684\u79d1\u7814\u6295\u5165\u3002\u4e3a\u6b64\uff0c\u6211\u4eec\u4e0e\u677e\u4e0b\u5eb7\u4e4b\u8fdb\u884c\u4e86\u4e00\u6b21\u6df1\u5165\u7684\u5bf9\u8bdd\uff0c\u56de\u987e\u4e86\u4ed6\u7684\u804c\u4e1a\u751f\u6daf\uff0c\u63a2\u8ba8\u4e86\u79d1\u5b66\u6280\u672f\u7684\u53d1\u5c55\u6f14\u53d8\uff0c\u5e76\u5c55\u671b\u4e86\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\uff08\u4e1c\u4eac\uff09\u4ee4\u4eba\u671f\u5f85\u7684\u65b0\u673a\u9047\u3002 Q\uff1a\u6b22\u8fce\u60a8\u56de\u5230\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\uff0c\u5e76\u80a9\u8d1f\u8d77\u5efa\u8bbe\u4e1c\u4eac\u5b9e\u9a8c\u5ba4\u7684\u91cd\u4efb\u3002\u60a8\u66fe\u5728\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7684\u5317\u4eac\u5b9e\u9a8c\u5ba4\u5de5\u4f5c\u4e86\u5341\u4e8c\u5e74\uff0c\u4e4b\u540e\u53c8\u8f6c\u6218\u5b66\u672f\u754c\u62c5\u4efb\u6559\u6388\u3002\u662f\u4ec0\u4e48\u4fc3\u4f7f\u60a8\u5728\u5341\u5e74\u540e\u9009\u62e9\u56de\u5f52\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\uff1f \u677e\u4e0b\u5eb7\u4e4b\uff1a\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u4e00\u76f4\u8d70\u5728\u79d1\u5b66\u7814\u7a76\u7684\u6700\u524d\u6cbf\uff0c\u7279\u522b\u662f\u5728\u5f53\u524d\u7684\u4eba\u5de5\u667a\u80fd\u65f6\u4ee3\u3002\u4eca\u5e74\u521d\uff0c\u6211\u5f97\u77e5\u4e86\u7814\u7a76\u9662\u8ba1\u5212\u6269\u5c55\u5176\u7814\u7a76\u7f51\u7edc\uff0c\u5305\u62ec\u5728\u4e1c\u4eac\u8bbe\u7acb\u65b0\u7684\u5b9e\u9a8c\u5ba4\uff0c\u8fd9\u5bf9\u6211\u6765\u8bf4\u662f\u4e00\u4e2a\u4ee4\u4eba\u6fc0\u52a8\u7684\u65b0\u673a\u9047\uff0c\u8ba9\u6211\u6709\u673a\u4f1a\u5728\u672c\u5730\u8fdb\u884c\u5177\u6709\u6df1\u8fdc\u5f71\u54cd\u7684\u7814\u7a76\uff0c\u4e5f\u80fd\u5728\u56fd\u9645\u821e\u53f0\u4e0a\u65bd\u5c55\u624d\u5e72\u3002\u800c\u4e14\uff0c\u5fae\u8f6f\u5728\u4eba\u5de5\u667a\u80fd\u9886\u57df\u5904\u4e8e\u9886\u5148\u5730\u4f4d\uff0c\u8fd9\u4e5f\u662f\u6211\u91cd\u65b0\u53c2\u4e0e\u5176\u4e2d\u7684\u4e00\u4e2a\u6700\u4f73\u65f6\u673a\u3002 \u6211\u76f8\u4fe1\uff0c\u5728\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u8fd9\u4e2a\u4e16\u754c\u7ea7\u7684\u79d1\u7814\u5e73\u53f0\u4e0a\uff0c\u6211\u80fd\u591f\u4e3a\u4eba\u5de5\u667a\u80fd\u8fd9\u4e2a\u84ec\u52c3\u53d1\u5c55\u7684\u9886\u57df\u6ce8\u5165\u65b0\u7684\u80fd\u91cf\u3002\u53c2\u4e0e\u5230\u4eba\u5de5\u667a\u80fd\u7684\u53d1\u5c55\u4e2d\u5e76\u8d21\u732e\u4e00\u4efd\u529b\u91cf\uff0c\u4e5f\u8ba9\u6211\u611f\u5230\u500d\u611f\u5174\u594b\u3002 Q\uff1a\u5728\u56de\u6765\u7684\u8fd9\u4e00\u4e2a\u591a\u6708\u91cc\uff0c\u4ece\u60a8\u7684\u89d2\u5ea6\u770b\uff0c\u8fc7\u53bb\u5341\u5e74\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u6709\u54ea\u4e9b\u53d8\u4e0e\u4e0d\u53d8\uff1f \u677e\u4e0b\u5eb7\u4e4b\uff1a\u4e00\u4e2a\u6700\u76f4\u63a5\u7684\u611f\u53d7\u5c31\u662f\u5458\u5de5\u4f7f\u7528\u7684\u5de5\u5177\u548c\u8d44\u6e90\u6709\u4e86\u663e\u8457\u7684\u53d8\u5316\u3002\u6211\u76ee\u524d\u8fd8\u5728\u719f\u6089\u8fd9\u4e9b\u5148\u8fdb\u7684\u6570\u5b57\u5316\u7cfb\u7edf\uff0c\u5b83\u4eec\u6781\u5927\u5730\u63d0\u9ad8\u4e86\u6211\u4eec\u7684\u5de5\u4f5c\u6548\u7387\uff0c\u5e76\u4fc3\u8fdb\u4e86\u56e2\u961f\u95f4\u7684\u534f\u4f5c\u3002\u8fd9\u5341\u5e74\u95f4\uff0c\u5fae\u8f6f\u4e0d\u4ec5\u63a8\u52a8\u4e86\u5176\u4ed6\u516c\u53f8\u7684\u6570\u5b57\u5316\u8f6c\u578b\uff0c\u81ea\u8eab\u4e5f\u7ecf\u5386\u4e86\u6df1\u523b\u7684\u53d8\u9769\u3002 \u9664\u6b64\u4e4b\u5916\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7684\u8bb8\u591a\u72ec\u7279\u4e4b\u5904\u4f9d\u7136\u5982\u6545\uff0c\u6bd4\u5982\u6301\u7eed\u4e3a\u4eba\u624d\u7684\u6210\u957f\u8425\u9020\u521b\u65b0\u548c\u534f\u4f5c\u7684\u6587\u5316\u4e0e\u73af\u5883\u3002\u7814\u7a76\u9662\u59cb\u7ec8\u62e5\u6709\u5e76\u5438\u5f15\u7740\u5bf9\u79d1\u5b66\u7814\u7a76\u5145\u6ee1\u70ed\u60c5\u7684\u4f18\u79c0\u4eba\u624d\u3002\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u6700\u5927\u7684\u4f18\u52bf\u4e4b\u4e00\u5c31\u662f\u5f00\u653e\u4e0e\u534f\u4f5c\u7684\u7cbe\u795e\uff0c\u8fd9\u4e00\u70b9\u5728\u548c\u4f17\u591a\u9ad8\u6821\u4e0e\u7814\u7a76\u673a\u6784\u5efa\u7acb\u7684\u957f\u671f\u5408\u4f5c\u4f19\u4f34\u5173\u7cfb\u4e2d\u4e5f\u5f97\u5230\u4e86\u4f53\u73b0\u3002\u8fd9\u79cd\u5408\u4f5c\u4fc3\u8fdb\u4e86\u8de8\u5730\u533a\u3001\u8de8\u6587\u5316\u548c\u8de8\u5b66\u79d1\u7684\u4ea4\u6d41\uff0c\u6fc0\u53d1\u4e86\u521b\u65b0\uff0c\u5e76\u63a8\u52a8\u4e86\u4ea7\u4e1a\u7684\u53d1\u5c55\u3002\u5bf9\u5353\u8d8a\u7684\u4e0d\u61c8\u8ffd\u6c42\u4e00\u76f4\u662f\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7684\u6838\u5fc3\u7279\u8d28\uff0c\u8fd9\u4e00\u70b9\u59cb\u7ec8\u672a\u53d8\u3002 Q\uff1a\u968f\u7740\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u5728\u6e29\u54e5\u534e\u3001\u4e1c\u4eac\u3001\u65b0\u52a0\u5761\u548c\u9999\u6e2f\u7b49\u5730\u533a\u7684\u6269\u5c55\uff0c\u60a8\u4f5c\u4e3a\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\uff08\u4e1c\u4eac\uff09\u7684\u8d1f\u8d23\u4eba\u5bf9\u4e1c\u4eac\u5b9e\u9a8c\u5ba4\u6709\u54ea\u4e9b\u89c4\u5212\uff1f\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\uff08\u4e1c\u4eac\uff09\u7684\u5efa\u7acb\u5c06\u5982\u4f55\u4e3a\u4e9a\u592a\u5730\u533a\u7684\u521b\u65b0\u751f\u6001\u505a\u51fa\u8d21\u732e\uff1f \u677e\u4e0b\u5eb7\u4e4b\uff1a\u5f53\u524d\u6211\u7684\u9996\u8981\u4efb\u52a1\u662f\u786e\u4fdd\u4e1c\u4eac\u5b9e\u9a8c\u5ba4\u7684\u53d1\u5c55\u4e0e\u5fae\u8f6f\u7814\u7a76\u9662\u7684\u4f7f\u547d\u4fdd\u6301\u4e00\u81f4\uff0c\u5373\u63a8\u52a8\u79d1\u5b66\u6280\u672f\u7684\u8fdb\u6b65\uff0c\u9020\u798f\u4eba\u7c7b\u3002\u4e1c\u4eac\u5b9e\u9a8c\u5ba4\u7684\u7814\u7a76\u5c06\u4e0e\u65e5\u672c\u793e\u4f1a\u7ecf\u6d4e\u53d1\u5c55\u7684\u91cd\u70b9\u76f8\u5951\u5408\uff0c\u5e76\u7279\u522b\u5173\u6ce8\u5177\u8eab\u667a\u80fd\uff08embodied AI\uff09\u3001\u793e\u4f1a\u798f\u7949\u4e0e\u795e\u7ecf\u79d1\u5b66\u3001\u793e\u4f1a\u8d23\u4efb\u4eba\u5de5\u667a\u80fd\uff08societal AI\uff09\uff0c\u4ee5\u53ca\u4ea7\u4e1a\u521b\u65b0\u7b49\u9886\u57df\u3002\u8fd9\u4e9b\u9886\u57df\u7684\u7814\u7a76\u5de5\u4f5c\u65e8\u5728\u89e3\u51b3\u5f53\u524d\u793e\u4f1a\u9762\u4e34\u7684\u7d27\u8feb\u6311\u6218\uff0c\u5e76\u5c06\u63a8\u52a8\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u53d1\u5c55\uff0c\u4f7f\u5176\u60e0\u53ca\u6574\u4e2a\u793e\u4f1a\u3002 \u6211\u4eec\u59cb\u7ec8\u575a\u6301\u5f00\u653e\u7684\u7814\u7a76\u5b9e\u8df5\uff0c\u901a\u8fc7\u53d1\u5e03\u5e76\u5f00\u6e90\u7814\u7a76\u6210\u679c\u548c\u5de5\u5177\uff0c\u6211\u4eec\u5e0c\u671b\u6211\u4eec\u7684\u5de5\u4f5c\u80fd\u591f\u4f7f\u66f4\u5e7f\u6cdb\u7684\u884c\u4e1a\u4ece\u4e2d\u53d7\u76ca\uff0c\u5e76\u4e3a\u4e30\u5bcc\u5168\u7403\u77e5\u8bc6\u5e93\u505a\u51fa\u8d21\u732e\u3002\u6211\u4eec\u7684\u76ee\u6807\u662f\u5206\u4eab\u90a3\u4e9b\u80fd\u591f\u63a8\u52a8\u5168\u793e\u4f1a\u8fdb\u6b65\u548c\u521b\u65b0\u7684\u6df1\u523b\u89c1\u89e3\u3002 Q\uff1a\u4eba\u624d\u6210\u957f\u4e0e\u53d1\u5c55\u662f\u5fae\u8f6f\u7814\u7a76\u9662\u4f7f\u547d\u4e0e\u6587\u5316\u7684\u6838\u5fc3\u3002\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\uff08\u4e1c\u4eac\uff09\u6b63\u5728\u5bfb\u627e\u5177\u5907\u54ea\u4e9b\u7279\u8d28\u7684\u4eba\u624d\uff1f\u4e1c\u4eac\u5b9e\u9a8c\u5ba4\u5c06\u5982\u4f55\u52a0\u5927\u529b\u5ea6\u57f9\u517b\u4e0b\u4e00\u4ee3\u79d1\u6280\u521b\u65b0\u4eba\u624d\uff1f \u677e\u4e0b\u5eb7\u4e4b\uff1a\u4f5c\u4e3a\u5fae\u8f6f\u7684\u4e00\u90e8\u5206\uff0c\u6211\u4eec\u7684\u5173\u952e\u4f18\u52bf\u5728\u4e8e\u80fd\u591f\u5c06\u7814\u7a76\u4e0e\u73b0\u5b9e\u4e16\u754c\u7684\u5e94\u7528\u7d27\u5bc6\u7ed3\u5408\u3002\u8fd9\u79cd\u7814\u7a76\u4e0e\u5b9e\u8df5\u7684\u6865\u6881\u53ef\u4ee5\u786e\u4fdd\u6211\u4eec\u7684\u6280\u672f\u521b\u65b0\u80fd\u591f\u5e26\u6765\u66f4\u52a0\u6709\u610f\u4e49\u4e14\u6709\u76ca\u7684\u6210\u679c\uff0c\u76f4\u63a5\u5f71\u54cd\u793e\u4f1a\u53d1\u5c55\u3002 \u5728\u62db\u52df\u65b0\u4eba\u65f6\uff0c\u6211\u4eec\u5bfb\u627e\u7684\u662f\u5177\u6709\u81ea\u9a71\u529b\u3001\u5f3a\u70c8\u597d\u5947\u5fc3\u4ee5\u53ca\u5bf9\u89e3\u51b3\u793e\u4f1a\u6311\u6218\u5145\u6ee1\u70ed\u60c5\u7684\u4f19\u4f34\u3002\u5bf9\u590d\u6742\u95ee\u9898\u80cc\u540e\u7684\u201c\u4e3a\u4ec0\u4e48\u201d\u6709\u5f3a\u70c8\u7684\u6c42\u77e5\u6b32\u662f\u6211\u4eec\u6700\u770b\u91cd\u7684\u7279\u8d28\u4e4b\u4e00\u3002\u867d\u7136\u6280\u672f\u4e13\u957f\u81f3\u5173\u91cd\u8981\uff0c\u4f46\u6211\u4eec\u76f8\u4fe1\uff0c\u81f4\u529b\u4e8e\u89e3\u51b3\u793e\u4f1a\u95ee\u9898\u53ef\u4ee5\u6fc0\u53d1\u66f4\u591a\u521b\u9020\u529b\u5e76\u4fc3\u8fdb\u66f4\u591a\u6709\u610f\u4e49\u7684\u8fdb\u6b65\u3002\u800c\u8fd9\u79cd\u597d\u5947\u5fc3\u548c\u4f7f\u547d\u611f\u7684\u7ed3\u5408\u66f4\u80fd\u6fc0\u53d1\u521b\u65b0\uff0c\u5e76\u63a8\u52a8\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u5411\u524d\u53d1\u5c55\u3002 \u57f9\u517b\u4e0b\u4e00\u4ee3\u79d1\u6280\u521b\u65b0\u4eba\u624d\u4e5f\u662f\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\uff08\u4e1c\u4eac\uff09\u7684\u6838\u5fc3\u613f\u666f\u4e4b\u4e00\u3002\u6211\u4eec\u5c06\u5ef6\u7eed\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u8fc7\u5f80\u6210\u529f\u5b75\u5316\u7684\u4eba\u624d\u57f9\u517b\u9879\u76ee\uff0c\u5305\u62ec\u8054\u5408\u7814\u7a76\u8ba1\u5212\u3001\u8bbf\u95ee\u5b66\u8005\u9879\u76ee\u548c\u5b9e\u4e60\u751f\u9879\u76ee\u7b49\u3002\u8fd9\u4e9b\u9879\u76ee\u4e3a\u9752\u5e74\u7814\u7a76\u4eba\u5458\u548c\u5b66\u751f\u63d0\u4f9b\u4e86\u5b9d\u8d35\u7684\u5b9e\u8df5\u7ecf\u9a8c\uff0c\u80fd\u591f\u5e2e\u52a9\u4ed6\u4eec\u638c\u63e1\u5fc5\u8981\u7684\u79d1\u7814\u6280\u80fd\uff0c\u52a0\u6df1\u5bf9\u590d\u6742\u6280\u672f\u6311\u6218\u7684\u7406\u89e3\u3002 \u6211\u4eec\u81f4\u529b\u4e8e\u8425\u9020\u4e00\u4e2a\u6709\u5229\u4e8e\u4eba\u624d\u6210\u957f\u3001\u534f\u540c\u5408\u4f5c\u5e76\u4e3a\u5168\u7403\u79d1\u6280\u53d1\u5c55\u505a\u51fa\u8d21\u732e\u7684\u79d1\u7814\u73af\u5883\u3002\u901a\u8fc7\u5c06\u6280\u672f\u521b\u65b0\u4e0e\u73b0\u5b9e\u4e16\u754c\u7684\u9700\u6c42\u7d27\u5bc6\u7ed3\u5408\uff0c\u6211\u4eec\u5e0c\u671b\u53ef\u4ee5\u6fc0\u52b1\u65b0\u4e00\u4ee3\u4eba\u624d\u4e0d\u65ad\u7a81\u7834\u6781\u9650\uff0c\u63a8\u52a8\u793e\u4f1a\u8fdb\u6b65\u3002 Q\uff1a\u5341\u5e74\u524d\u60a8\u4e3b\u8981\u4e13\u6ce8\u4e8e\u5149\u5ea6\u5b66\u548c\u89c6\u9891\u5206\u6790\u9886\u57df\u7684\u7814\u7a76\uff0c\u80fd\u5426\u5206\u4eab\u4e00\u4e9b\u5f53\u65f6\u7684\u5173\u952e\u6210\u679c\uff1f\u60a8\u8ba4\u4e3a\u50cf\u4eba\u5de5\u667a\u80fd\u8fd9\u6837\u7684\u65b0\u5174\u6280\u672f\u5bf9\u8ba1\u7b97\u673a\u89c6\u89c9\u9886\u57df\u6709\u4ec0\u4e48\u5f71\u54cd\uff1f \u677e\u4e0b\u5eb7\u4e4b\uff1a\u5341\u5e74\u524d\u6211\u7684\u7814\u7a76\u91cd\u70b9\u96c6\u4e2d\u5728\u8ba1\u7b97\u673a\u89c6\u89c9\u9886\u57df\uff0c\u7279\u522b\u662f\u7528\u4e8e\u4e09\u7ef4\uff083D\uff09\u91cd\u5efa\u7684\u5149\u5ea6\u5b66\u548c\u63d0\u5347\u89c6\u9891\u8d28\u91cf\u7684\u89c6\u9891\u5206\u6790\u3002\u5728\u90a3\u4e2a\u65f6\u671f\u4e00\u4e2a\u6bd4\u8f83\u6709\u5f71\u54cd\u529b\u7684\u9879\u76ee\u662f\u6211\u4eec\u5f00\u53d1\u4e86\u4e00\u53f0\u80fd\u591f\u6355\u6349\u9ad8\u5206\u8fa8\u7387 3D \u4fe1\u606f\u7684\u5341\u4ebf\u7ea7\u50cf\u7d20\u76f8\u673a\u3002\u8fd9\u53f0\u76f8\u673a\u5728\u6566\u714c\u83ab\u9ad8\u7a9f\u7684\u6587\u5316\u4fdd\u62a4\u4e2d\u53d1\u6325\u4e86\u91cd\u8981\u4f5c\u7528\uff0c\u5b83\u4ee5\u524d\u6240\u672a\u6709\u7684\u7cbe\u5ea6\u5bf9\u6566\u714c\u58c1\u753b\u548c\u4f5b\u50cf\u7b49\u6587\u5316\u9057\u4ea7\u8fdb\u884c\u6570\u5b57\u5316\u4fdd\u62a4\u3002 \u53e6\u4e00\u4e2a\u503c\u5f97\u4e00\u63d0\u7684\u9879\u76ee\u662f\u89c6\u9891\u7a33\u5b9a\u6280\u672f\uff0c\u8be5\u6280\u672f\u4f5c\u4e3a\u5a92\u4f53\u57fa\u7840\u7684\u4e00\u90e8\u5206\u88ab\u96c6\u6210\u5230\u4e86 Windows 7 \u64cd\u4f5c\u7cfb\u7edf\u4e2d\u3002\u8fd9\u9879\u6280\u672f\u901a\u8fc7\u6821\u6b63\u4e0d\u5fc5\u8981\u7684\u76f8\u673a\u6296\u52a8\u63d0\u5347\u4e86\u89c6\u9891\u8d28\u91cf\uff0c\u5b9e\u73b0\u4e86\u66f4\u6d41\u7545\u3001\u4e13\u4e1a\u7684\u89c6\u9891\u8f93\u51fa\u6548\u679c\u3002\u5728\u5f53\u65f6\uff0c\u80fd\u591f\u5b9e\u65f6\u5904\u7406\u5e76\u63d0\u5347\u89c6\u9891\u7a33\u5b9a\u6027\u7684\u7b97\u6cd5\u662f\u4e00\u9879\u5177\u6709\u5f00\u521b\u6027\u7684\u7814\u7a76\u8fdb\u5c55\u3002 \u6b64\u540e\uff0c\u6df1\u5ea6\u5b66\u4e60\u3001\u5927\u89c4\u6a21\u6570\u636e\u96c6\u548c\u590d\u6742\u7684\u795e\u7ecf\u7f51\u7edc\u67b6\u6784\u7684\u5f15\u5165\u5c06\u8ba1\u7b97\u673a\u89c6\u89c9\u63a8\u5411\u4e86\u65b0\u7684\u9ad8\u5ea6\u3002\u66fe\u7ecf\u6211\u4eec\u8ba4\u4e3a\u56f0\u96be\u7684\u4efb\u52a1\uff0c\u5982\u76ee\u6807\u68c0\u6d4b\u3001\u8bc6\u522b\u548c\u5206\u5272\uff0c\u73b0\u5728\u501f\u52a9\u4eba\u5de5\u667a\u80fd\u6280\u672f\u5df2\u7ecf\u53d8\u5f97\u53f8\u7a7a\u89c1\u60ef\u3002\u7f51\u7edc\u67b6\u6784\u3001\u5b66\u4e60\u7b56\u7565\u7684\u6301\u7eed\u521b\u65b0\uff0c\u4ee5\u53ca\u589e\u5f3a\u7684\u6570\u636e\u96c6\uff0c\u6b63\u5728\u8fdb\u4e00\u6b65\u62d3\u5c55\u79d1\u5b66\u6280\u672f\u7684\u8fb9\u754c\u3002\u5f53\u524d\uff0c\u4e00\u4e2a\u4ee4\u4eba\u5174\u594b\u7684\u8d8b\u52bf\u662f\u4eba\u5de5\u667a\u80fd\u5728\u73b0\u5b9e\u4e16\u754c\u4ea4\u4e92\u573a\u666f\u4e2d\u7684\u5e94\u7528\uff0c\u800c\u8fd9\u50ac\u751f\u4e86\u5177\u8eab\u667a\u80fd\u8fd9\u4e00\u65b0\u5174\u7684\u7814\u7a76\u9886\u57df\uff0c\u8fd9\u4e5f\u662f\u6211\u76ee\u524d\u5de5\u4f5c\u7684\u4e00\u4e2a\u91cd\u70b9\u3002 Q\uff1a\u60a8\u76ee\u524d\u7684\u7814\u7a76\u65b9\u5411\u4e3b\u8981\u662f\u5177\u8eab\u667a\u80fd\uff0c\u90a3\u4e48\u8bf7\u95ee\u5177\u8eab\u667a\u80fd\u662f\u4ec0\u4e48\uff1f\u5b83\u4e0e\u6211\u4eec\u719f\u6089\u7684\u673a\u5668\u4eba\u6280\u672f\u6709\u4f55\u4e0d\u540c\uff1f \u677e\u4e0b\u5eb7\u4e4b\uff1a\u5177\u8eab\u667a\u80fd\u8d85\u8d8a\u4e86\u4f20\u7edf\u673a\u5668\u4eba\u6280\u672f\u7684\u8303\u7574\u3002\u673a\u5668\u4eba\u901a\u5e38\u914d\u6709\u6267\u884c\u5668\uff0c\u4e13\u95e8\u8bbe\u8ba1\u6765\u5b8c\u6210\u7279\u5b9a\u7684\u4efb\u52a1\uff0c\u800c\u5177\u8eab\u667a\u80fd\u5219\u4fa7\u91cd\u4e8e\u5f00\u53d1\u80fd\u591f\u6267\u884c\u590d\u6742\u4efb\u52a1\u5e76\u5728\u7269\u7406\u548c\u865a\u62df\u73af\u5883\u4e2d\u7406\u89e3\u548c\u4ea4\u4e92\u7684\u667a\u80fd\u7cfb\u7edf\u3002\u8fc7\u53bb\uff0c\u673a\u5668\u4eba\u6280\u672f\u548c\u4eba\u5de5\u667a\u80fd\u662f\u4e24\u4e2a\u76f8\u5bf9\u72ec\u7acb\u7684\u9886\u57df\u3002\u5177\u8eab\u667a\u80fd\u5219\u662f\u8fd9\u4e24\u4e2a\u9886\u57df\u7684\u878d\u5408\uff0c\u5b83\u53ef\u4ee5\u5c06\u4eba\u5de5\u667a\u80fd\u6280\u672f\u4e0e\u80fd\u591f\u5728\u771f\u5b9e\u4e16\u754c\u4e2d\u611f\u77e5\u3001\u884c\u52a8\u548c\u5b66\u4e60\u7684\u7269\u7406\u5b9e\u4f53\u96c6\u6210\u5728\u4e00\u8d77\u3002 \u672c\u8d28\u4e0a\uff0c\u5177\u8eab\u667a\u80fd\u662f\u4e00\u4e2a\u8de8\u5b66\u79d1\u9886\u57df\uff0c\u5b83\u6d89\u53ca\u673a\u5668\u4eba\u63a7\u5236\u3001\u5f3a\u5316\u5b66\u4e60\u3001\u7a7a\u95f4\u611f\u77e5\u3001\u4eba\u673a\u4ea4\u4e92\u548c\u63a8\u7406\u7b49\u591a\u4e2a\u65b9\u9762\u3002\u4f8b\u5982\uff0c\u5177\u8eab\u667a\u80fd\u62e5\u6709\u63a8\u65ad\u56e0\u679c\u5173\u7cfb\u7684\u80fd\u529b\uff0c\u53ef\u4ee5\u7406\u89e3\u6ca1\u6709\u652f\u6491\u7684\u7b14\u8bb0\u672c\u7535\u8111\u4f1a\u56e0\u91cd\u529b\u800c\u5760\u843d\u3002\u8fd9\u79cd\u4ea4\u4e92\u548c\u8ba4\u77e5\u80fd\u529b\u6e90\u4e8e\u5bf9\u7269\u7406\u4e16\u754c\u7684\u63a5\u89e6\u548c\u7406\u89e3\uff0c\u56e0\u6b64\uff0c\u5177\u8eab\u667a\u80fd\u662f\u4e00\u4e2a\u4ee4\u4eba\u5174\u594b\u4e14\u591a\u9762\u7684\u7814\u7a76\u9886\u57df\u3002 \u6b63\u662f\u7531\u4e8e\u5177\u8eab\u667a\u80fd\u7684\u9ad8\u5ea6\u590d\u6742\u6027\uff0c\u6ca1\u6709\u4efb\u4f55\u5355\u4e00\u7ec4\u7ec7\u80fd\u591f\u72ec\u81ea\u8986\u76d6\u5176\u53d1\u5c55\u7684\u6240\u6709\u65b9\u9762\u3002\u6211\u4eec\u975e\u5e38\u671f\u671b\u4e0e\u5de5\u4e1a\u754c\u548c\u5b66\u672f\u673a\u6784\u5408\u4f5c\uff0c\u901a\u8fc7\u7ed3\u5408\u4ed6\u4eec\u7684\u4e13\u4e1a\u77e5\u8bc6\u548c\u6211\u4eec\u5728\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u4f18\u52bf\uff0c\u5171\u540c\u63a8\u52a8\u5177\u8eab\u667a\u80fd\u9886\u57df\u7684\u53d1\u5c55\u3002 Q\uff1a\u60a8\u5728\u5b66\u672f\u754c\u548c\u5de5\u4e1a\u754c\u90fd\u6709\u7740\u6df1\u539a\u7684\u7814\u7a76\u7ecf\u9a8c\u3002\u4ee5\u6559\u80b2\u8005\u548c\u79d1\u7814\u4eba\u7684\u53cc\u91cd\u8eab\u4efd\uff0c\u60a8\u5bf9\u90a3\u4e9b\u6709\u5fd7\u4e8e\u6295\u8eab\u4e8e\u8ba1\u7b97\u673a\u89c6\u89c9\u548c\u4eba\u5de5\u667a\u80fd\u7814\u7a76\u7684\u5e74\u8f7b\u4eba\u6709\u4ec0\u4e48\u5efa\u8bae\uff1f \u677e\u4e0b\u5eb7\u4e4b\uff1a\u5bf9\u4e8e\u60f3\u8981\u4ece\u4e8b\u8ba1\u7b97\u673a\u89c6\u89c9\u548c\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7814\u7a76\u7684\u5e74\u8f7b\u4eba\u6765\u8bf4\uff0c\u624e\u5b9e\u7684\u6570\u5b66\u57fa\u7840\u548c\u8ba1\u7b97\u673a\u79d1\u5b66\u77e5\u8bc6\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u3002\u5373\u4f7f\u5728\u7814\u7a76\u8bfe\u9898\u4e0e\u6280\u672f\u6f14\u8fdb\u65e5\u65b0\u6708\u5f02\u7684\u4eca\u5929\uff0c\u8fd9\u4e9b\u6838\u5fc3\u6280\u80fd\u4f9d\u7136\u81f3\u5173\u91cd\u8981\uff0c\u4f8b\u5982\u5bf9\u68af\u5ea6\u3001\u96c5\u53ef\u6bd4\u77e9\u9635\u548c\u5411\u91cf\u7a7a\u95f4\u7b49\u57fa\u7840\u6570\u5b66\u6982\u5ff5\u7684\u6df1\u523b\u7406\u89e3\u3002\u638c\u63e1\u4e86\u8fd9\u4e9b\u539f\u7406\uff0c\u65e0\u8bba\u7f16\u7a0b\u8bed\u8a00\u8fd8\u662f\u5f00\u53d1\u5e73\u53f0\u5982\u4f55\u66f4\u8fed\uff0c\u4f60\u90fd\u80fd\u6e38\u5203\u6709\u4f59\u3002 \u53e6\u5916\uff0c\u6301\u7eed\u5b66\u4e60\u7684\u80fd\u529b\u540c\u6837\u4e0d\u53ef\u6216\u7f3a\uff0c\u56e0\u4e3a\u7814\u7a76\u9886\u57df\u65f6\u523b\u90fd\u5728\u53d1\u751f\u53d8\u5316\u3002\u5341\u5e74\u524d\uff0c\u6df1\u5ea6\u5b66\u4e60\u8fdc\u4e0d\u5982\u4eca\u5929\u8fd9\u6837\u91cd\u8981\uff0c\u4f46\u73b0\u5728\u5b83\u5df2\u7ecf\u6210\u4e3a\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u57fa\u77f3\u3002\u5fae\u8f6f\u7279\u522b\u5f3a\u8c03\u57f9\u517b\u6210\u957f\u578b\u601d\u7ef4\uff0c\u5373\u8981\u7075\u6d3b\u9002\u5e94\u53d8\u5316\u3001\u5bf9\u65b0\u6280\u672f\u6301\u5f00\u653e\u6001\u5ea6\uff0c\u5e76\u968f\u7740\u884c\u4e1a\u7684\u53d1\u5c55\u4e0d\u65ad\u8c03\u6574\u3002\u65b0\u5165\u884c\u7684\u7814\u7a76\u8005\u9700\u8981\u57f9\u517b\u5feb\u901f\u638c\u63e1\u65b0\u6280\u80fd\u7684\u80fd\u529b\uff0c\u540c\u65f6\u4e0d\u65ad\u5de9\u56fa\u57fa\u7840\u77e5\u8bc6\uff0c\u8fd9\u79cd\u9002\u5e94\u80fd\u529b\u662f\u5728\u79d1\u7814\u9886\u57df\u957f\u671f\u53d1\u5c55\u548c\u53d6\u5f97\u6210\u529f\u7684\u5173\u952e\u3002 \u6b32\u4e86\u89e3\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\uff08\u4e1c\u4eac\uff09\u66f4\u591a\u8be6\u60c5\uff0c\u8bf7\u70b9\u51fb\uff1ahttps:\/\/cm-edgetun.pages.dev\/en-us\/research\/group\/microsoft-research-asia-tokyo\/<\/p>\n","protected":false},"author":34512,"featured_media":1105320,"template":"","meta":{"msr-url-field":"","msr-podcast-episode":"","msrModifiedDate":"","msrModifiedDateEnabled":false,"ep_exclude_from_search":false,"_classifai_error":"","msr-content-parent":1012650,"msr_hide_image_in_river":null,"footnotes":""},"research-area":[13556],"msr-locale":[268881],"msr-post-option":[],"class_list":["post-1105314","msr-blog-post","type-msr-blog-post","status-publish","has-post-thumbnail","hentry","msr-research-area-artificial-intelligence","msr-locale-zh_cn"],"msr_assoc_parent":{"id":1012650,"type":"lab"},"_links":{"self":[{"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-blog-post\/1105314","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-blog-post"}],"about":[{"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/types\/msr-blog-post"}],"author":[{"embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/users\/34512"}],"version-history":[{"count":3,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-blog-post\/1105314\/revisions"}],"predecessor-version":[{"id":1105335,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-blog-post\/1105314\/revisions\/1105335"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/media\/1105320"}],"wp:attachment":[{"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/media?parent=1105314"}],"wp:term":[{"taxonomy":"msr-research-area","embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/research-area?post=1105314"},{"taxonomy":"msr-locale","embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-locale?post=1105314"},{"taxonomy":"msr-post-option","embeddable":true,"href":"https:\/\/cm-edgetun.pages.dev\/en-us\/research\/wp-json\/wp\/v2\/msr-post-option?post=1105314"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}