{"id":1074069,"date":"2023-05-01T19:47:00","date_gmt":"2023-05-02T02:47:00","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-blog-post&#038;p=1074069"},"modified":"2024-09-14T00:04:24","modified_gmt":"2024-09-14T07:04:24","slug":"%e5%a6%82%e4%bd%95%e6%8a%93%e4%bd%8f%e6%97%b6%e4%bb%a3%e6%9c%ba%e9%81%87%ef%bc%9f%e5%a6%82%e4%bd%95%e5%81%9a%e5%a5%bd%e5%85%b3%e9%94%ae%e9%80%89%e6%8b%a9%ef%bc%9f%e6%9d%a5%e5%90%ac%e5%90%ac%e4%bb%96","status":"publish","type":"msr-blog-post","link":"https:\/\/www.microsoft.com\/en-us\/research\/articles\/%e5%a6%82%e4%bd%95%e6%8a%93%e4%bd%8f%e6%97%b6%e4%bb%a3%e6%9c%ba%e9%81%87%ef%bc%9f%e5%a6%82%e4%bd%95%e5%81%9a%e5%a5%bd%e5%85%b3%e9%94%ae%e9%80%89%e6%8b%a9%ef%bc%9f%e6%9d%a5%e5%90%ac%e5%90%ac%e4%bb%96\/","title":{"rendered":"\u5982\u4f55\u6293\u4f4f\u65f6\u4ee3\u673a\u9047\uff1f\u5982\u4f55\u505a\u597d\u5173\u952e\u9009\u62e9\uff1f\u6765\u542c\u542c\u4ed6\u4eec\u7684\u7b54\u6848"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"283\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/KV-1-2048x565-1-1024x283.jpg\" alt=\"kv\" class=\"wp-image-1074255\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/KV-1-2048x565-1-1024x283.jpg 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/KV-1-2048x565-1-300x83.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/KV-1-2048x565-1-768x212.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/KV-1-2048x565-1-1536x424.jpg 1536w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/KV-1-2048x565-1-240x66.jpg 240w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/KV-1-2048x565-1.jpg 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u5728\u6280\u672f\u9769\u65b0\u7684\u5927\u65f6\u4ee3\uff0c\u5982\u4f55\u7406\u89e3\u79d1\u6280\u53d1\u5c55\u7684\u524d\u6cbf\u8d8b\u52bf\uff0c\u5e76\u6293\u4f4f\u673a\u9047\uff1f<\/p>\n\n\n\n<p>\u9762\u5bf9\u7eb7\u7e41\u590d\u6742\u7684\u53ef\u9009\u9879\uff0c\u5982\u4f55\u64e6\u4eae\u53cc\u773c\uff0c\u505a\u597d\u81ea\u5df1\u7684\u5173\u952e\u9009\u62e9\uff1f<\/p>\n\n\n\n<p>\u906d\u9047\u632b\u6298\uff0c\u5982\u4f55\u8df3\u51fa\u65e2\u6709\u7684\u601d\u7ef4\u5b9a\u52bf\uff0c\u91cd\u65b0\u5b9a\u4e49\u95ee\u9898\uff1f<\/p>\n\n\n\n<p>\u5982\u4f55\u517c\u987e\u6df1\u5ea6\u548c\u5e7f\u5ea6\uff1f\u5b66\u672f\u548c\u521b\u4e1a\u7684\u5173\u7cfb\u662f\u4ec0\u4e48\uff1f<\/p>\n\n\n\n<p>\u2026\u2026<\/p>\n\n\n\n<p>\u5728 4 \u6708\u4e3e\u529e\u7684\u5fae\u8f6f Ada Workshop 2023 \u5e74\u5ea6\u6d3b\u52a8\u4e2d\uff0c\u6765\u81ea\u5fae\u8f6f\u548c\u5b66\u672f\u754c\u3001\u4ea7\u4e1a\u754c\u7684\u4f18\u79c0\u5973\u6027\u699c\u6837\u4e0e\u7537\u6027\u540c\u76df\uff0c\u56f4\u7ed5\u7740<strong>\u201cThe Moment\u00b7\u6211\u4eec\u7684\u65f6\u523b\u201d<\/strong>\u8fd9\u4e00\u4e3b\u9898\uff0c\u805a\u7126<strong>\u6280\u672f\u53d8\u9769\u3001\u65b9\u5411\u63a2\u7d22\u4e0e\u81ea\u6211\u63d0\u5347<\/strong>\u7b49\u95ee\u9898\uff0c\u8fdb\u884c\u4e86\u771f\u631a\u7cbe\u5f69\u7684\u5206\u4eab\u4e0e\u8ba8\u8bba\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u603b\u7ed3\u4e86\u8fd9\u4e9b\u6709\u4ef7\u503c\u7684\u95ee\u7b54\uff0c\u5e0c\u671b\u8fd9\u80fd\u5e2e\u52a9\u4f60\u62e8\u5f00\u773c\u524d\u8ff7\u96fe\uff0c\u83b7\u5f97\u575a\u5b9a\u524d\u884c\u7684\u52c7\u6c14\u4e0e\u529b\u91cf\uff01<\/p>\n\n\n\n<p>Ada Workshop 2023 <strong>\u5168\u573a\u56de\u653e\u89c6\u9891<\/strong>\u5df2\u4e0a\u7ebf Bilibili \u201c\u5fae\u8f6f\u79d1\u6280\u201d\u9891\u9053\uff0c\u70b9\u51fb\u201c\u9605\u8bfb\u539f\u6587\u201d\u6216\u524d\u5f80\u4ee5\u4e0b\u5730\u5740\u89c2\u770b\uff1ahttps:\/\/b23.tv\/fWAUeMB<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u8ba8\u8bba\u5609\u5bbe\">\u8ba8\u8bba\u5609\u5bbe<\/h2>\n\n\n\n<p>\uff08\u6309\u6d3b\u52a8\u51fa\u573a\u987a\u5e8f\uff09<br>\u5b59\u4e3d\u541b \u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u8d44\u6df1\u5b66\u672f\u5408\u4f5c\u7ecf\u7406<br>\u5f20\u71d5\u548f \u4e2d\u56fd\u79d1\u5b66\u6280\u672f\u5927\u5b66\u6559\u6388<br>\u7f2a\u747e \u5fae\u8f6f\u8d44\u6df1\u5de5\u7a0b\u603b\u76d1<br>\u5170\u8273\u8273 \u6e05\u534e\u5927\u5b66\u6559\u6388<br>\u859b\u7ee7\u9f99 \u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u9ad8\u7ea7\u7814\u7a76\u5458<br>\u9648\u9ece \u9999\u6e2f\u6d78\u4f1a\u5927\u5b66\u526f\u6559\u6388<br>\u738b\u5e0c\u5ef7 \u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u9ad8\u7ea7\u7814\u7a76\u5458<br>\u674e\u5029 KodeRover \u521b\u59cb\u4eba\u517c CEO<br>\u5f20\u4e3d \u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u4e3b\u7ba1\u7814\u7a76\u5458<br>\u5218\u6811\u6770 \u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u9ad8\u7ea7\u7814\u7a76\u5458<br>\u9a86\u7166\u82b3 \u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u4e3b\u7ba1\u7814\u7a76\u5458<br>\u7a0b\u6587\u96ea \u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u4e3b\u7ba1\u7814\u7a76\u5458<br>\u9093\u6500 \u5fae\u8f6f\u7814\u7a76\u9662\u79d1\u5b66\u667a\u80fd\u4e2d\u5fc3\u4e3b\u7ba1\u7814\u7a76\u5458<br>\u9ec4\u4e39\u9752 \u5fae\u8f6f\uff08\u4e9a\u6d32\uff09\u4e92\u8054\u7f51\u5de5\u7a0b\u9662\u4e3b\u7ba1\u7814\u7a76\u5458<br>\u5218\u84d3 \u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u4e3b\u7ba1\u7814\u7a76\u5458<br>\u5434\u6587\u73ca \u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u4e3b\u7ba1\u7814\u53d1\u5de5\u7a0b\u5e08<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u53d8\u9769\u7684\u65f6\u523b\">\u53d8\u9769\u7684\u65f6\u523b<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"moment-of-change\">Moment of Change<\/h3>\n\n\n\n<p><strong>\u5b59\u4e3d\u541b\uff08\u4e3b\u6301\u4eba\uff09\uff1a\u201c\u6211\u4eec\u7684\u65f6\u523b\u201d\u4e5f\u662f\u53d8\u9769\u7684\u65f6\u523b\uff0c\u60a8\u5982\u4f55\u770b\u5f85\u5927\u6a21\u578b\u5e26\u6765\u7684\u6280\u672f\u9769\u65b0\uff1f\u60a8\u8ba4\u4e3a\u5f53\u4e0b\u7684\u6280\u672f\u9769\u65b0\u5c06\u5bf9\u793e\u4f1a\u4ea7\u751f\u600e\u6837\u7684\u5f71\u54cd\uff1f\u6211\u4eec\u53c8\u8be5\u5982\u4f55\u5e94\u5bf9\uff1f<\/strong><\/p>\n\n\n\n<p>\u5f20\u71d5\u548f\uff1a\u4e2a\u4eba\u89c9\u5f97\uff0c\u8fd9\u662f\u4e2a\u975e\u5e38\u5927\u7684\u673a\u4f1a\uff0c\u4e5f\u662f\u4e2a\u975e\u5e38\u5927\u7684\u6311\u6218\u3002\u6211\u4eec\u9700\u8981\u5728\u65b0\u7684\u65f6\u4ee3\u91cc\u601d\u8003\uff0c\u6211\u4eec\u548c ChatGPT \u7684\u5173\u7cfb\u662f\u4ec0\u4e48\uff1f\u5305\u62ec\u4f60\u7684\u7814\u7a76\u65b9\u5411\u3001\u83b7\u53d6\u77e5\u8bc6\u7684\u65b9\u5f0f\u3001\u505a\u7814\u7a76\u7684\u65b9\u5f0f\uff0c\u4ee5\u53ca\u5b83\u4f1a\u5bf9\u4f60\u7684\u7814\u7a76\u5e26\u6765\u600e\u6837\u4e00\u4e2a\u65b0\u7684\u673a\u4f1a\u3002\u5728\u8fd9\u79cd\u5927\u53d8\u9769\u53d1\u751f\u7684\u60c5\u51b5\u4e0b\uff0c\u4e0d\u8981\u72b9\u8c6b\uff0c\u4e00\u5b9a\u8981\u7acb\u5373 jump on it\uff0c\u76f4\u63a5\u8df3\u4e0a\u8fd9\u8f86\u8f66\uff0c\u7136\u540e\u5728\u4e0a\u9762\u505a\u51fa\u81ea\u5df1\u5728\u5927\u6a21\u578b\u65f6\u4ee3\u7684\u8d21\u732e\u3002\u4eba\u7684\u4e00\u751f\u5176\u5b9e\u5f88\u96be\u6709\u51e0\u6b21\u78b0\u5230\u771f\u6b63\u7684\u79d1\u6280\u9769\u65b0\uff0c\u73b0\u5728\u6211\u4eec\u6709\u8fd9\u4e2a\u673a\u4f1a\u7ad9\u5728\u8fd9\u6837\u4e00\u4e2a\u5386\u53f2\u7684\u5927\u8f66\u4e0a\uff0c\u662f\u975e\u5e38\u5e78\u8fd0\u7684\u3002<\/p>\n\n\n\n<p>\u7f2a\u747e\uff1a\u8fd9\u51e0\u4e2a\u6708\u6765\uff0c\u53ef\u4ee5\u8bf4\u662f\u7126\u8651\uff0c\u4e5f\u53ef\u4ee5\u8bf4\u662f\u5174\u594b\u3002\u4e00\u65b9\u9762\uff0c\u8fd9\u4e2a\u6280\u672f\u672c\u8eab\u662f\u633a\u98a0\u8986\u6027\u7684\uff0c\u91cd\u65b0\u5b9a\u4e49\u4e86\u751f\u4ea7\u529b\uff0c\u4e5f\u91cd\u65b0\u8feb\u4f7f\u6211\u4eec\u53bb\u601d\u8003\u600e\u4e48\u8bbe\u8ba1\u6211\u4eec\u7684\u4ea7\u54c1\u3002\u4ee5\u524d\u5f88\u591a\u8ba4\u4e3a\u4e0d\u80fd\u505a\u7684\u4e8b\u60c5\uff0c\u73b0\u5728\u7a81\u7136\u4e00\u4e0b\u90fd\u80fd\u505a\u4e86\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u5982\u679c\u6211\u4eec\u4e0d\u5c1d\u8bd5\u7528\u8fd9\u4e9b\u6280\u672f\uff0c\u53ef\u80fd\u4e0d\u662f\u6211\u4eec\u88abAI\u6dd8\u6c70\uff0c\u800c\u662f\u9996\u5148\u88ab\u5176\u4ed6\u4f1a\u5229\u7528\u8fd9\u4e9b\u5de5\u5177\u7684\u5458\u5de5\u6dd8\u6c70\u3002\u6240\u4ee5\uff0c\u6211\u4eec\u4f5c\u4e3a\u6280\u672f\u4eba\u5458\uff0c\u4e5f\u5728\u4e0d\u65ad\u5730\u63a2\u7d22\u600e\u4e48\u5229\u7528\u8fd9\u4e9b\u6280\u672f\u6765\u63d0\u9ad8\u81ea\u5df1\u7684\u6548\u7387\u3002<\/p>\n\n\n\n<p>\u5170\u8273\u8273\uff1a\u4ece\u6280\u672f\u7684\u89d2\u5ea6\u6765\u8bb2\uff0c\u5927\u6a21\u578b\u8ba9\u6211\u4eec\u770b\u5230\u4e86\u8d70\u5411\u901a\u7528\u4eba\u5de5\u667a\u80fd\u7684\u66d9\u5149\u3002\u800c\u5b83\u4e00\u65e6\u53d8\u6210\u4e86\u4e00\u4e2a\u4ea7\u54c1\uff0c\u4e00\u65e6\u80fd\u591f\u8ddf\u7528\u6237\u4ea4\u4e92\uff0c\u8fd9\u4e2a\u4ea4\u4e92\u7684\u80fd\u91cf\u662f\u975e\u5e38\u5de8\u5927\u7684\uff0c\u53ef\u4ee5\u5e2e\u52a9\u6539\u5584\u5f88\u591a\u5b83\u6280\u672f\u4e0a\u9762\u89e3\u51b3\u4e0d\u4e86\u7684\u95ee\u9898\uff0c\u901a\u8fc7\u6b63\u5411\u53cd\u9988\u6b63\u5411\u5b66\u4e60\u5b9e\u73b0\u518d\u53d1\u5c55\u3002\u6211\u5c06 AI \u5b9a\u4f4d\u4e3a\u4e24\u79cd\uff1a\u4e00\u79cd\u662f\u6a21\u62df\u4eba\u7684\u667a\u80fd\uff0c\u53e6\u4e00\u79cd\u662f\u8d85\u4eba\u7684\u667a\u80fd\uff0c\u540e\u8005\u662f\u65f6\u4ee3\u53d1\u5c55\u7684\u8d8b\u52bf\u3002\u5728\u8fc7\u53bb\u7684\u5341\u5e74\uff0c\u6211\u4eec\u8fd9\u4e2a\u4e16\u754c\u53d1\u751f\u4e86\u592a\u591a\u53d8\u5316\uff0c\u8981\u591a\u770b\u770b\u8fd9\u4e2a\u4e16\u754c\uff0c\u591a\u505a\u4e00\u4e9b\u661f\u8fb0\u5927\u6d77\u7684\u4e8b\u60c5\u3002\u5728\u6211\u770b\u6765\uff0c\u751f\u547d\u79d1\u5b66\u6b63\u5904\u4e8e\u5e9e\u5927\u7684\u6570\u5b57\u5316\u8fc7\u7a0b\u4e2d\uff0c\u8fd9\u4e5f\u662f\u672a\u6765\u7684\u5927\u8d8b\u52bf\uff0c\u6211\u4e5f\u671f\u5f85\u7740\u53ef\u4ee5\u5e26\u7740\u6211\u7684\u6280\u672f\u62e5\u62b1\u8fd9\u6837\u4e00\u4e2a\u65b0\u7684\u9886\u57df\u3002<\/p>\n\n\n\n<p>\u859b\u7ee7\u9f99\uff1a\u7b2c\u4e00\u70b9\uff0c\u5bf9\u4e8e\u7f16\u7a0b\u6765\u8bf4\uff0c\u5927\u6a21\u578b\u63d0\u5347\u4e86\u6bcf\u4e2a\u4eba\u66f4\u5e73\u7b49\u5730\u53bb\u83b7\u53d6 AI \u7684\u80fd\u529b\uff0c\u4f60\u4eec\u53ef\u80fd\u4e00\u5929\u5c31\u53ef\u4ee5\u5199\u51fa\u4e00\u4e2a\u5f88\u597d\u7684\u5e94\u7528\u3002\u793e\u533a\u91cc\u9762\uff0c\u6709\u5f88\u591a\u65b0\u7684\u5f00\u53d1\u8005\u5728\u5f00\u53d1\u5f88\u6709\u610f\u601d\u7684 APP\uff0c\u7b80\u5355\u5730\u5199\u51e0\u53e5 prompt \u5c31\u53ef\u4ee5\u51fa\u6765\u3002\u7b2c\u4e8c\u70b9\uff0c\u5176\u5b9e\u7cfb\u7edf\u4e00\u76f4\u662f\u8ba1\u7b97\u673a\u53d1\u5c55\u80cc\u540e\u7684\u652f\u6491\u8005\uff0c\u6bcf\u4e00\u6b21\u7684\u6280\u672f\u7684\u53d8\u9769\u5e94\u7528\u90fd\u79bb\u4e0d\u5f00\u7cfb\u7edf\u3002\u4eca\u5929\u7684\u5927\u6a21\u578b\u5176\u5b9e\u4e5f\u662f\u4e00\u79cd\u65b0\u65f6\u4ee3\u7684\u7cfb\u7edf\u64cd\u4f5c\u7cfb\u7edf\uff0c\u5c06\u5b55\u80b2\u5f88\u591a\u65b0\u7684 APP\u3001\u521b\u9020\u5f88\u591a\u65b0\u7684\u673a\u4f1a\u3002\u6240\u4ee5\u5927\u5bb6\u4e5f\u4e0d\u7528\u7126\u8651\uff0c\u56e0\u4e3a\u4f60\u771f\u7684\u8e0f\u5165\u8fd9\u4e2a\u9886\u57df\u540e\uff0c\u5c31\u4f1a\u53d1\u73b0\u8fd8\u6709\u5f88\u591a\u95ee\u9898\u8981\u89e3\u51b3\uff0c\u6709\u5f88\u591a\u673a\u4f1a\u53ef\u4ee5\u5229\u7528\uff0c\u4e5f\u5e0c\u671b\u5927\u5bb6\u80fd\u591f\u8e0a\u8dc3\u5730\u53c2\u4e0e\u8fdb\u6765\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/1-1-1024x683.jpg\" alt=\"panel discussion\" class=\"wp-image-1074231\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/1-1-1024x683.jpg 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/1-1-300x200.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/1-1-768x512.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/1-1-240x160.jpg 240w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/1-1.jpg 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>\u89c2\u4f17\u63d0\u95ee\uff1a\u60f3\u5411\u8001\u5e08\u4eec\u8bf7\u6559\u4e00\u4e0b\u4eba\u5de5\u667a\u80fd\u7684\u5b89\u5168\u6027\u95ee\u9898\uff0c\u6bd4\u5982\u56de\u7b54\u95ee\u9898\u65f6\u7684\u80e1\u7f16\u4e71\u9020\uff0c\u4ee5\u53ca\u4f7f\u7528\u5927\u6a21\u578b\u4ea7\u54c1\u65f6\u7684\u6570\u636e\u6cc4\u9732\u95ee\u9898\uff1f<\/strong><\/p>\n\n\n\n<p>\u7a0b\u6587\u96ea\uff1a\u5bf9\u4e8e\u4eba\u5de5\u667a\u80fd\u5728\u5404\u4e2a\u4ea7\u4e1a\u5f53\u4e2d\u7684\u5e94\u7528\uff0c\u5728\u4e0d\u540c\u7684\u5e94\u7528\u573a\u666f\u91cc\u9762\uff0c\u6709\u4e0d\u4e00\u6837\u7684\u5e94\u7528\u9608\u503c\uff0c\u6216\u8005\u8bf4\u53ef\u9760\u6027\u8bbe\u5b9a\u3002\u5c31\u4f20\u7edf\u7684\u65b9\u6cd5\u800c\u8a00\uff0c\u4f1a\u6709\u4e00\u4e9b benchmark \u53bb\u6d4b\u8bd5\uff1b\u5728\u672a\u6765\uff0c\u5e94\u8be5\u4e5f\u6709\u6a21\u578b\u4ecb\u5165\u72b6\u6001\u4e0b\u7684\u5bf9\u5e94\u8bbe\u7f6e\u3002\u6bd4\u5982\u8bf4\uff0c\u4f60\u6709 DoS \u653b\u51fb\uff0c\u90a3\u6211\u5c31\u4f1a\u6709 De-DoS model\u3002<\/p>\n\n\n\n<p>\u5434\u6587\u73ca\uff1a\u4e00\u65b9\u9762\uff0c\u6211\u4eec\u8981\u53bb\u5f04\u6e05\u695a\u5176\u4e2d\u7684\u5de5\u4f5c\u673a\u5236\u3002\u73b0\u5728\u53ef\u80fd\u66f4\u50cf\u662f\u4e00\u4e2a\u9ed1\u76d2\uff0c\u7a81\u7136\u95f4\u901a\u8fc7\u5927\u529b\u51fa\u5947\u8ff9\u7684\u65b9\u5f0f\uff0c\u6709\u4e86\u8fd9\u4e9b\u6d8c\u73b0\u7684\u80fd\u529b\u3002\u53e6\u4e00\u65b9\u9762\uff0c\u5728\u8fd8\u6ca1\u6709\u5f04\u6e05\u695a\u4e4b\u524d\uff0c\u6211\u4eec\u9700\u8981\u8bbe\u5b9a\u4e00\u4e9b\u57fa\u51c6\u3002\u4f46\u662f\uff0c\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u4e00\u4e9b\u5b66\u672f\u7684 benchmark \u5df2\u7ecf\u4e0d\u9002\u7528\u4e86\uff0c\u56e0\u4e3a\u6211\u4eec\u9700\u8981\u66f4\u591a\u7684\u771f\u5b9e\u4e16\u754c\u7684\u6570\u636e\u96c6\uff0c\u5927\u5bb6\u4e00\u8d77\u53bb\u91cd\u65b0\u6784\u5efa\u8fd9\u4e2a\u6807\u51c6\u3002<\/p>\n\n\n\n<p>\u9a86\u7166\u82b3\uff1a\u8bed\u8a00\u6a21\u578b\u7684\u5b89\u5168\u95ee\u9898\u5305\u62ec\u4e86\u5f88\u591a\u5185\u5bb9\uff0c\u6d89\u53ca\u4f60\u63d0\u5230\u7684\u201c\u80e1\u7f16\u4e71\u9020\u201d\uff0c\u8fd8\u6709 responsible AI \u6216\u8005\u5176\u5b83\u4e00\u4e9b\u4e0d\u5b89\u5168\u7684\u56e0\u7d20\u7b49\u7b49\u3002\u5173\u4e8e\u80e1\u7f16\u4e71\u9020\u7684\u95ee\u9898\uff0c\u6211\u4eec\u53ef\u80fd\u4f1a\u901a\u8fc7\u4e00\u4e9b\u5916\u90e8\u7684 knowledge\uff0c\u6216\u8005\u5728\u751f\u6210\u4e4b\u540e\u8fdb\u884c\u4e00\u4e9b post processing\uff0c\u53bb\u5c1d\u8bd5\u89e3\u51b3\u3002\u8fd9\u786e\u5b9e\u662f\u4e00\u4e2a\u975e\u5e38\u91cd\u8981\u7684\u8bfe\u9898\uff0cOpen AI \u4e5f\u628a alignment with human \u5217\u5165\u4ed6\u4eec\u7684\u7814\u7a76\u91cd\u70b9\uff0c\u8fd9\u540c\u65f6\u4e5f\u662f\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7684\u4e00\u4e2a\u7814\u7a76\u91cd\u70b9\u3002<\/p>\n\n\n\n<p>\u9ec4\u4e39\u9752\uff1a\u6570\u636e\u5b89\u5168\u6027\u81ea\u4ece AI \u548c Deep Learning \u51fa\u6765\u4e4b\u540e\uff0c\u5c31\u633a\u5f15\u8d77\u5173\u6ce8\u7684\u3002\u6211\u4eec\u5fae\u8f6f\u5bf9\u4e8e\u8fd9\u4e00\u5757\u662f\u975e\u5e38\u6ce8\u91cd\u7684\uff0c\u4ece\u6570\u636e\u6e90\u3001\u6a21\u578b\u7684\u53ef\u89e3\u91ca\u6027\u4ee5\u53ca\u6a21\u578b\u8f93\u51fa\u7684 detector \u8fd9\u4e09\u90e8\u5206\u90fd\u6709\u4e00\u4e9b\u76f8\u5173\u7684\u5de5\u4f5c\u3002<\/p>\n\n\n\n<p>\u738b\u5a67\u7490\uff1a\u5c31\u591a\u5a92\u4f53\u7684\u65b9\u5411\u800c\u8a00\uff0c\u6211\u4eec\u4f1a\u628a\u6bd4\u8f83 explicit \u7684 representation \u8f6c\u5316\u4e3a\u4e00\u4e9b\u66f4 implicit \u7684\u4e1c\u897f\uff0c\u52a0\u4e00\u4e9b\u6570\u5b57\u6c34\u5370\u4e4b\u7c7b\u7684\u4e1c\u897f\u6765\u5bf9\u6570\u636e\u8fdb\u884c\u52a0\u5bc6\uff0c\u6216\u8005\u8f6c\u5316\u6210\u4e00\u4e9b\u5916\u90e8\u4e0d\u597d\u76f4\u63a5\u89e3\u7801\u7684\u8868\u793a\uff0c\u8ba9\u5927\u6a21\u578b\u53bb\u505a training\u3002<\/p>\n\n\n\n<p>\u5218\u84d3\uff1a\u53ef\u80fd\u73b0\u5728\u5927\u6a21\u578b\u51fa\u6765\uff0c\u5927\u5bb6\u90fd\u60f3\u53bb\u5c1d\u8bd5\u4e00\u4e0b\uff0c\u4f46\u4ee5\u540e\u5e94\u8be5\u4f1a\u6709\u8d8a\u6765\u8d8a\u591a\u7684\u89c4\u5b9a\uff0c\u7279\u522b\u662f\u6bd4\u8f83\u654f\u611f\u7684\u4e00\u4e9b\u884c\u4e1a\uff0c\u5404\u5bb6\u516c\u53f8\u4f1a\u9488\u5bf9\u81ea\u5df1\u7684\u5546\u4e1a\u673a\u5bc6\uff0c\u53d1\u5e03\u5404\u79cd\u89c4\u7ae0\u5236\u5ea6\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/2-2-1024x683.jpg\" alt=\"a group of people\" class=\"wp-image-1074234\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/2-2-1024x683.jpg 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/2-2-300x200.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/2-2-768x512.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/2-2-240x160.jpg 240w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/2-2.jpg 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u9009\u62e9\u7684\u65f6\u523b\">\u9009\u62e9\u7684\u65f6\u523b<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"moment-of-choice\">Moment of Choice<\/h3>\n\n\n\n<p><strong>\u5f20\u4e3d\uff08\u4e3b\u6301\u4eba\uff09\uff1a\u5404\u4f4d\u90fd\u5728\u5404\u81ea\u7684\u9886\u57df\u6709\u6240\u5efa\u6811\uff0c\u90a3\u4e48\u56de\u5934\u770b\uff0c\u4f60\u4eec\u8ba4\u4e3a\u662f\u54ea\u4e9b\u5173\u952e\u7684\u8282\u70b9\u6216\u8005\u9009\u62e9\u4f7f\u81ea\u5df1\u5f80\u524d\u8dc3\u4e86\u4e00\u5927\u6b65\uff1f\u8bf7\u6bcf\u4f4d\u5206\u4eab\u4e00\u4e2a\u201c\u6211\u7684\u65f6\u523b\u201d\u3002<\/strong><\/p>\n\n\n\n<p>\u9648\u9ece\uff1a\u5bf9\u6211\u6765\u8bf4\uff0c\u6700\u91cd\u8981\u7684\u65f6\u523b\u5c31\u662f 20 \u5e74\u524d\u6765\u5230\u5fae\u8f6f\u542c\u4e86\u90a3\u4e2a\u8bb2\u5ea7\u2014\u2014\u56e0\u4e3a\u90a3\u4e2a\u8bb2\u5ea7\uff0c\u6211\u4e86\u89e3\u5230\u4ec0\u4e48\u53eb\u4eba\u673a\u4ea4\u4e92\uff0c\u4e5f\u8ba4\u8bc6\u5230\u540e\u6765\u7684\u535a\u58eb\u751f\u5bfc\u5e08\uff0c\u8ba9\u6211\u6709\u673a\u4f1a\u53bb\u745e\u58eb\u653b\u8bfb\u535a\u58eb\u5b66\u4f4d\uff0c\u63a5\u7740\u535a\u58eb\u6bd5\u4e1a\u4ee5\u540e\u53ef\u4ee5\u53bb\u9999\u6e2f\u6d78\u4f1a\u5927\u5b66\u4ece\u4e8b\u4eba\u673a\u4ea4\u4e92\u7684\u7814\u7a76\u3002\u5982\u679c\u6ca1\u6709\u542c\u90a3\u4e2a\u8bb2\u5ea7\uff0c\u6211\u53ef\u80fd\u4eca\u5929\u4e5f\u4e0d\u4f1a\u7ad9\u5728\u8fd9\u91cc\u8ddf\u5927\u5bb6\u5206\u4eab\u6211\u7684\u6545\u4e8b\u3002<\/p>\n\n\n\n<p>\u674e\u5029\uff1a\u6211\u89c9\u5f97\u6211\u7684\u4eba\u751f\u6709\u65f6\u5019\u597d\u50cf\u6beb\u65e0\u6ce2\u6f9c\uff0c\u6709\u65f6\u5019\u50cf\u4e00\u4e2a\u5fc3\u6897\u60a3\u8005\u3002\u6211\u89c9\u5f97\u4eba\u662f\u7531\u5f88\u591a\u70b9\u4e32\u8d77\u6765\u7684\uff0c\u6240\u4ee5\u6211\u4e00\u76f4\u627e\u4e0d\u5230\u6240\u8c13\u7684\u5173\u952e\u65f6\u523b\uff0c\u4f3c\u4e4e\u6ca1\u6709\u54ea\u4e00\u4e2a\u8282\u70b9\u8ba9\u6211\u53d8\u6210\u4e86\u8c01\uff0c\u5b83\u53ea\u662f\u4e00\u4e2a\u7ed3\u679c\u800c\u5df2\u3002<\/p>\n\n\n\n<p>\u738b\u5e0c\u5ef7\uff1a\u5176\u5b9e\uff0c\u6bcf\u4e2a\u65f6\u523b\u5bf9\u6211\u6765\u8bb2\u90fd\u5f88\u91cd\u8981\uff0c\u6211\u89c9\u5f97\u5c31\u7279\u522b\u611f\u6069\u3002\u6700\u91cd\u8981\u7684\u4e00\u4e2a\u9009\u62e9\uff0c\u53ef\u80fd\u5c31\u662f\u6765\u53c2\u52a0\u6e05\u534e-\u5fae\u8f6f\u8054\u5408\u57f9\u517b\u7684\u9762\u8bd5\uff0c\u63a5\u89e6\u5230\u8fd9\u4e48\u591a\u4f18\u79c0\u7684\u7814\u7a76\u5458\uff0c\u7136\u540e\u7ee7\u7eed\u7559\u5728\u5fae\u8f6f\u5de5\u4f5c\uff0c\u597d\u50cf\u5c31\u662f\u4e00\u4e2a\u6c34\u5230\u6e20\u6210\u7684\u4e8b\u60c5\u4e86\u3002<\/p>\n\n\n\n<p>\u5218\u6811\u6770\uff1a\u6211\u611f\u89c9\u5e73\u53f0\u7279\u522b\u7684\u91cd\u8981\u3002\u6211\u7684\u5173\u952e\u65f6\u523b\u53ef\u80fd\u8ddf\u5e0c\u5ef7\u5dee\u4e0d\u591a\uff0c\u5c31\u662f 07 \u5e74\u7684\u65f6\u5019\uff0c\u53bb\u53c2\u52a0\u54c8\u5de5\u5927\u8054\u5408\u57f9\u517b\u7684\u9762\u8bd5\uff0c\u540e\u6765\u5468\u8001\u5e08\u5c31\u628a\u6211\u5e26\u5230\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u4e86\uff0c\u4e00\u5f85\u5c31\u5f85\u4e86 16 \u5e74\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/3-2-1024x683.jpg\" alt=\"a group of people standing in front of a screen\" class=\"wp-image-1074237\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/3-2-1024x683.jpg 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/3-2-300x200.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/3-2-768x512.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/3-2-240x160.jpg 240w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/3-2.jpg 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>\u5f20\u4e3d\uff08\u4e3b\u6301\u4eba\uff09\uff1a\u6811\u6770\u8001\u5e08\u662f\u5fae\u8f6f\u8054\u57f9\u535a\u58eb\u51fa\u8eab\uff0c\u60f3\u95ee\u8001\u5e08\u5f53\u65f6\u5728\u6c42\u5b66\u7684\u65f6\u5019\uff0c\u662f\u5982\u4f55\u786e\u5b9a\u81ea\u5df1\u8981\u8bfb\u535a\u58eb\u5462\uff1f\u66f4\u8fdb\u4e00\u6b65\u7684\uff0c\u5f53\u65f6\u4e3a\u4ec0\u4e48\u9009\u62e9\u6765\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u8054\u5408\u57f9\u517b\u5462\uff1f<\/strong><\/p>\n\n\n\n<p>\u5218\u6811\u6770\uff1a\u5176\u5b9e\u6211\u672c\u79d1\u7684\u65f6\u5019\u4e5f\u4e0d\u77e5\u9053\u5c06\u6765\u8981\u505a\u5565\uff0c\u7136\u540e\u5c31\u7a00\u91cc\u7cca\u6d82\u5730\u8bfb\u4e86\u7814\u7a76\u751f\u3002\u7814\u4e8c\u7684\u65f6\u5019\uff0c\u53d1\u73b0\u81ea\u5df1\u5bf9\u6280\u672f\u524d\u6cbf\u6bd4\u8f83\u611f\u5174\u8da3\uff0c\u559c\u6b22\u770b\u4e00\u4e9b\u8bba\u6587\uff0c\u5c1d\u8bd5\u4e00\u4e9b\u65b0\u7684\u65b9\u6cd5\u3002\u5c31\u62b1\u7740\u8bd5\u8bd5\u770b\u7684\u6001\u5ea6\uff0c\u53c2\u52a0\u4e86\u54c8\u5de5\u5927\u548c\u5fae\u8f6f\u7684\u8054\u5408\u57f9\u517b\u9879\u76ee\u9762\u8bd5\u3002\u5f53\u65f6\u7684\u9762\u8bd5\u9898\u6709\u6570\u5b66\u7684\u3001\u6709\u7f16\u7a0b\u7684\uff0c\u5370\u8c61\u6bd4\u8f83\u6df1\u523b\u7684\u662f\u8981\u5728\u7eb8\u4e0a\u624b\u63a8\u4e00\u4e2a\u516c\u5f0f\u3002\u4e4b\u524d\u770b\u8bba\u6587\u7684\u65f6\u5019\uff0c\u521a\u597d\u56e0\u4e3a\u6bd4\u8f83\u8f83\u771f\uff0c\u5c31\u81ea\u5df1\u63a8\u8fc7\uff0c\u6240\u4ee5\u6700\u540e\u6bd4\u8f83\u5e78\u8fd0\u5730\u63a8\u51fa\u4e86\uff0c\u7136\u540e\u5c31\u88ab\u5468\u8001\u5e08\u770b\u4e0a\u4e86\uff0c\u5c31\u5e26\u5230\u8fd9\u513f\u6765\u4e86\u3002\u4e4b\u540e\uff0c\u5728\u8fd9\u91cc\u7ed3\u8bc6\u4e86\u8bb8\u591a\u4f18\u79c0\u7684\u540c\u884c\uff0c\u4e5f\u83b7\u5f97\u4e86\u5f88\u591a\u5e2e\u52a9\uff0c\u5b66\u4f1a\u4e86\u5982\u4f55\u7cfb\u7edf\u5730\u505a\u8c03\u7814\u3001\u5982\u4f55\u63d0\u81ea\u5df1\u7684\u60f3\u6cd5\u3001\u5982\u4f55\u8ba8\u8bba\u3001\u5982\u4f55\u505a\u5b9e\u9a8c\u3001\u5982\u4f55\u5199\u8bba\u6587\u3002\u6211\u89c9\u5f97\uff0c\u8fd9\u90fd\u662f\u4eba\u751f\u4e2d\u975e\u5e38\u73cd\u8d35\u7684\u4e00\u90e8\u5206\u3002<\/p>\n\n\n\n<p><strong>\u5f20\u4e3d\uff08\u4e3b\u6301\u4eba\uff09\uff1a\u5728\u5bf9\u672a\u6765\u7684\u89c4\u5212\u4e2d\uff0c\u6709\u4e24\u79cd\u53ef\u80fd\u7684\u6a21\u5f0f\uff1a1. 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class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/4-1-1024x683.jpg\" alt=\"a group of people in a room\" class=\"wp-image-1074240\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/4-1-1024x683.jpg 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/4-1-300x200.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/4-1-768x512.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/4-1-240x160.jpg 240w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/4-1.jpg 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>\u5f20\u4e3d\uff08\u4e3b\u6301\u4eba\uff09\uff1a\u542c\u4e86\u674e\u5029\u8001\u5e08\u7684\u5206\u4eab\u6211\u975e\u5e38\u611f\u52a8\u3002\u66fe\u7ecf\u6211\u4e5f\u662f\u4e00\u540d\u201c\u5c0f\u9547\u505a\u9898\u5bb6\u201d\uff0c\u5c0f\u65f6\u5019\u53ea\u77e5\u9053\u5b66\u4e60\uff0c\u5f97\u5230\u7684\u5176\u5b83\u65b9\u9762\u7684\u6559\u80b2\u8d44\u6e90\u662f\u76f8\u5bf9\u532e\u4e4f\u7684\uff0c\u5728\u957f\u5927\u540e\u4e5f\u7684\u786e\u4f1a\u611f\u89c9\u5230\u89c6\u91ce\u4e0d\u540c\u800c\u5e26\u6765\u7684\u5f71\u54cd\u3002\u90a3\u4e48\uff0c\u8bf7\u95ee\u5728\u8d44\u6e90\u53d7\u9650\u7684\u60c5\u51b5\u4e0b\uff0c\u6211\u4eec\u53ef\u4ee5\u5982\u4f55\u4e3b\u52a8\u5730\u53bb\u62d3\u5bbd\u89c6\u91ce\uff0c\u5b9e\u73b0\u66f4\u5927\u7684\u6210\u529f\u5462\uff1f<\/strong><\/p>\n\n\n\n<p>\u674e\u5029\uff1a\u5176\u5b9e\u6211\u89c9\u5f97\uff0c\u4fe1\u606f\u65f6\u4ee3\u7ed9\u4e86\u6211\u4eec\u5f88\u597d\u7684\u673a\u4f1a\uff0c\u51cf\u5c11\u4e86\u5730\u57df\u5dee\u5f02\u6216\u8005\u5176\u5b83\u5dee\u5f02\u3002\u5f88\u591a\u4eba\u8bf4\uff0c\u6211\u8981\u53bb\u5b66\u4ec0\u4e48\uff0c\u5176\u5b9e\u4f60\u5df2\u7ecf\u53ef\u4ee5\u5f88\u8f7b\u800c\u6613\u4e3e\u5730\u63a5\u89e6\u5230\u8fd9\u4e9b\u4fe1\u606f\uff0c\u7136\u540e\u5904\u7406\u8fd9\u4e9b\u4fe1\u606f\uff0c\u4ea7\u751f\u4f60\u60f3\u8981\u7684\u8fd9\u4e2a\u7ed3\u679c\u800c\u5df2\u3002\u6240\u4ee5\u73b0\u5728\u53ef\u80fd\u4e0d\u4f1a\u90a3\u4e48\u53d7\u9650\u4e8e\u65b9\u5f0f\u548c\u9014\u5f84\uff0c\u9650\u5236\u4f60\u53bb\u83b7\u53d6\u65b0\u7684\u77e5\u8bc6\u548c\u80fd\u91cf\u3002<\/p>\n\n\n\n<p>\u53e6\u5916\uff0c\u6240\u8c13\u7684\u6210\u5c31\u5927\u4e0e\u5c0f\uff0c\u53ea\u6709\u81ea\u5df1\u6765\u8bc4\u4ef7\uff0c\u6ca1\u6709\u522b\u4eba\u7684\u6807\u51c6\uff0c\u56e0\u4e3a\u4f60\u8212\u4e0d\u8212\u670d\u53ea\u6709\u4f60\u81ea\u5df1\u77e5\u9053\u3002\u505a\u5404\u884c\u5404\u4e1a\u90fd\u53ef\u4ee5\u6210\u4e3a\u4e13\u5bb6\uff0c\u53ef\u4ee5\u6210\u4e3a\u82f1\u96c4\u3002\u5e76\u4e0d\u662f\u8bf4\u4e00\u5b9a\u8981\u6210\u4e3a\u79d1\u5b66\u5bb6\uff0c\u5bf9\u5427\uff1f\u6211\u672a\u6765\u53ef\u80fd\u4f1a\u60f3\u53bb\u505a\u519c\u4e1a\uff0c\u6216\u8005\u505a\u6559\u80b2\uff0c\u56e0\u4e3a\u6211\u89c9\u5f97\u5f88\u6709\u610f\u601d\u3002\u6709\u592a\u591a\u53ef\u4ee5\u53bb\u7a81\u7834\u7684\u5730\u65b9\uff0c\u5f88\u591a\u5730\u65b9\u53ef\u4ee5\u53bb\u6ce8\u5165\u4f60\u7684\u80fd\u91cf\u3002\u4eba\u751f\u662f\u65f7\u91ce\u5440\uff0c\u4f60\u9700\u8981\u53bb\u4e0d\u65ad\u7684\u53bb\u6478\u7d22\u81ea\u5df1\u60f3\u8981\u7684\u4e1c\u897f\uff0c\u6240\u4ee5\u5927\u5bb6\u53ea\u8981\u7741\u5f00\u773c\uff0c\u6253\u5f00\u81ea\u5df1\u7684\u8033\u6735\uff0c\u6253\u5f00\u81ea\u5df1\u7684\u611f\u77e5\uff0c\u53bb\u55c5\u63a2\u8fd9\u4e2a\u4e16\u754c\uff0c\u4f60\u4f1a\u53d1\u73b0\u53ef\u4ee5\u5904\u5904\u90fd\u662f\u6210\u5c31\uff0c\u5904\u5904\u90fd\u662f\u4f60\u7684\u5929\u5802\u3002<\/p>\n\n\n\n<p><strong>\u5f20\u4e3d\uff08\u4e3b\u6301\u4eba\uff09\uff1a\u5728\u9648\u9ece\u8001\u5e08\u7684\u5206\u4eab\u4e2d\uff0c\u6709\u63d0\u5230\u60a8\u6700\u5f00\u59cb\u9009\u62e9\u4e86\u8ba1\u7b97\u673a\u4e13\u4e1a\uff0c\u540e\u6765\u53c8\u5c06\u81ea\u5df1\u5f88\u559c\u6b22\u7684\u5fc3\u7406\u5b66\u7ed3\u5408\u5230\u4e86\u8ba1\u7b97\u673a\u7684\u7814\u7a76\u4e2d\u3002\u5176\u5b9e\uff0c\u5728\u9009\u62e9\u79d1\u7814\u6216\u8005\u5de5\u4f5c\u65b9\u5411\u65f6\uff0c\u5927\u5bb6\u4e5f\u5e38\u5e38\u4f1a\u5f88\u7ea0\u7ed3\u662f\u53bb\u9009\u5f53\u4e0b\u6700\u201c\u70ed\u95e8\u201d\u7684\uff0c\u8fd8\u662f\u9009\u81ea\u5df1\u6700\u201c\u70ed\u7231\u201d\u7684\u3002\u5728\u8fd9\u65b9\u9762\uff0c\u80fd\u5426\u8bf7\u60a8\u5206\u4eab\u4e00\u4e0b\u81ea\u5df1\u7684\u7ecf\u9a8c\u5462\uff1f<\/strong><\/p>\n\n\n\n<p>\u9648\u9ece\uff1a\u6211\u7684\u611f\u53d7\u662f\uff0c\u70ed\u7231\u80af\u5b9a\u662f\u524d\u63d0\uff0c\u5982\u679c\u80fd\u5f88\u5e78\u8fd0\u5730\u627e\u5230\u81ea\u5df1\u70ed\u7231\u7684\uff0c\u7136\u540e\u6301\u4e4b\u4ee5\u6052\u505a\u4e0b\u53bb\uff0c\u90a3\u662f\u6700\u597d\u4e0d\u8fc7\u3002\u56e0\u4e3a\u662f\u70ed\u7231\u7684\u4e8b\u60c5\uff0c\u4f60\u624d\u80fd\u591f\u66f4\u5927\u5730\u8ff8\u53d1\u81ea\u5df1\u7684\u6f5c\u529b\uff0c\u5f53\u4f60\u9047\u5230\u56f0\u96be\u7684\u65f6\u5019\uff0c\u4f60\u624d\u6709\u66f4\u591a\u7684\u4fe1\u5fc3\u53bb\u514b\u670d\u5b83\u3002\u5305\u62ec\u6211\u7684\u5b66\u751f\u4e5f\u662f\uff0c\u4ed6\u4eec\u521a\u5f00\u59cb\u8bfb\u535a\u58eb\u7684\u65f6\u5019\u5176\u5b9e\u90fd\u6709\u70b9\u8ff7\u832b\uff0c\u4e0d\u77e5\u9053\u81ea\u5df1\u8be5\u505a\u4ec0\u4e48\u3002\u6240\u4ee5\u5728\u7b2c\u4e00\u5e74\uff0c\u8981\u8ba9\u4ed6\u4eec\u628a\u81ea\u5df1\u53d8\u5f97\u6bd4\u8f83\u5e7f\u9614\uff0c\u9605\u8bfb\u5927\u91cf\u7684\u6587\u7ae0\uff0c\u4e86\u89e3\u90fd\u6709\u4e9b\u4ec0\u4e48\u524d\u6cbf\u7684\u7814\u7a76\u6210\u679c\u3002\u4e4b\u540e\uff0c\u518d\u628a\u81ea\u5df1\u53d8\u5f97\u6bd4\u8f83\u6df1\u5165\uff0c\u627e\u5230\u4e00\u4e2a\u65b9\u5411\u4e4b\u540e\uff0c\u4e0d\u65ad\u5730\u53bb\u94bb\u7814\uff0c\u5bfb\u627e\u5230\u81ea\u5df1\u6bd4\u8f83\u611f\u5174\u8da3\u7684\u7ec6\u5206\u9886\u57df\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/5-1024x683.png\" alt=\"a woman asking questions\" class=\"wp-image-1074243\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/5-1024x683.png 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/5-300x200.png 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/5-768x512.png 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/5-240x160.png 240w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/5.png 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>\u89c2\u4f17\u63d0\u95ee\uff1a\u60f3\u5411\u8001\u5e08\u8bf7\u6559\u4e00\u4e0b\u505a\u5b66\u672f\u548c\u521b\u4e1a\u7684\u5173\u7cfb\uff1f\u4f5c\u4e3a\u5b66\u672f\u7814\u7a76\u8005\u5728\u521b\u4e1a\u4e2d\u662f\u5426\u6709\u4f18\u52bf\uff1f\u4f1a\u4e0d\u4f1a\u5f71\u54cd\u5230\u81ea\u5df1\u79d1\u7814\u7684\u4e13\u6ce8\u529b\uff1f<\/strong><\/p>\n\n\n\n<p>\u7f2a\u747e\uff1a\u6211\u77e5\u9053\u5f88\u591a\u9ebb\u7701\u7406\u5de5\u5927\u5b66\u7684\u6821\u53cb\u90fd\u662f\u4e00\u5f00\u59cb\u505a\u7814\u7a76\uff0c\u6709\u4e00\u4e9b\u6210\u679c\u548c\u60f3\u6cd5\u540e\u5f00\u59cb\u81ea\u5df1\u521b\u4e1a\uff0c\u8fd9\u662f\u975e\u5e38\u5e38\u89c1\u7684\u3002\u5982\u679c\u4f60\u771f\u7684\u6709\u597d\u7684\u60f3\u6cd5\uff0c\u800c\u4e14\u80fd\u591f\u8054\u7cfb\u5230\u5b83\u7684\u5e94\u7528\uff0c\u6211\u89c9\u5f97\u51fa\u6765\u521b\u4e1a\u662f\u4e00\u4e2a\u975e\u5e38\u597d\u7684\u9009\u62e9\u3002<\/p>\n\n\n\n<p>\u5170\u8273\u8273\uff1a\u6211\u89c9\u5f97\u8fd9\u4e24\u4ef6\u4e8b\u60c5\u4e0d\u77db\u76fe\u3002\u4eba\u5de5\u667a\u80fd\u672c\u8eab\u5c31\u662f\u4e00\u4e2a\u7406\u8bba\u548c\u5e94\u7528\u5e76\u91cd\u7684\u5b66\u79d1\uff0c\u5f88\u591a\u95ee\u9898\u90fd\u6765\u81ea\u4e8e\u5b9e\u8df5\uff0c\u6240\u4ee5\u5fc5\u987b\u8981\u5bf9\u5b9e\u8df5\u4ea7\u54c1\u6709\u975e\u5e38\u6df1\u7684\u7406\u89e3\uff0c\u624d\u80fd\u505a\u597d\u79d1\u7814\u3002\u5f53\u7136\uff0c\u53ef\u80fd\u4f60\u6709\u4e00\u4e9b\u53d6\u820d\uff0c\u4f46\u662f\u6211\u975e\u5e38\u9f13\u52b1\u8fd9\u6837\u7684\u4e00\u79cd\u505a\u6cd5\u3002\u5982\u679c\u6211\u7684\u5b66\u672f\u628a\u81ea\u5df1\u7684\u6240\u5b66\u771f\u7684\u7528\u8d77\u6765\uff0c\u505a\u4e86\u4e00\u4e2a\u5f88\u597d\u7684\u4ea7\u54c1\uff0c\u6211\u53ef\u4ee5\u5e2e\u4ed6\u4e00\u8d77\u53bb\u521b\u4e1a\u3002\u8fd9\u662f\u4e00\u4ef6\u5f88\u9177\u7684\u4e8b\u60c5\uff0c\u9f13\u52b1\u4f60\uff01<\/p>\n\n\n\n<p>\u5f20\u71d5\u548f\uff1a\u4f5c\u4e3a\u8001\u5e08\u7684\u8bdd\uff0c\u53bb\u521b\u4e1a\u80af\u5b9a\u4f1a\u5206\u5fc3\u7684\u3002\u4f46\u662f\uff0c\u6709\u4e9b\u8001\u5e08\u4ed6\u6bd4\u8f83\u559c\u6b22\u521b\u4e1a\uff0c\u636e\u6211\u89c2\u5bdf\uff0c\u6709\u4e00\u4e0b\u51e0\u79cd\uff1a\u6709\u4e9b\u662f\u559c\u6b22\u5b9e\u8df5\u4e00\u4e9b\u5947\u5947\u602a\u602a\u7684\u60f3\u6cd5\uff0c\u6709\u7684\u662f\u559c\u6b22\u505a\u51fa\u4e00\u4e2a\u597d\u7684\u4ea7\u54c1\u5e76\u53bb\u6539\u9769\u8fd9\u4e2a\u884c\u4e1a\u3002\u6709\u7684\u8001\u5e08\u4ed6\u5bf9\u884c\u4e1a\u4e86\u89e3\u7a0b\u5ea6\u975e\u5e38\u6df1\uff0c\u9002\u5408\u505a\u4e00\u4e2a\u516c\u53f8\u7684 consult \u6216\u8005 CTO\u3002\u5927\u5bb6\u8ba4\u6e05\u695a\u81ea\u5df1\u662f\u54ea\u4e00\u79cd\uff0c\u7136\u540e\u90fd\u53ef\u4ee5\u521b\u4e1a\uff0c\u4f46\u662f\u4f60\u7684\u53c2\u4e0e\u5ea6\u548c\u53c2\u4e0e\u65b9\u5f0f\u80af\u5b9a\u5c31\u4e0d\u4e00\u6837\u4e86\u3002\u800c\u5bf9\u5b66\u751f\u6765\u8bb2\uff0c\u6211\u80af\u5b9a\u662f\u4f1a\u53bb\u9f13\u52b1\u4ed6\uff0c\u7279\u522b\u662f\u6709\u4e00\u4e9b\u5168\u65b0\u7684\u60f3\u6cd5\u53bb\u521b\u4e1a\u7684\u65f6\u5019\uff0c\u6211\u4f1a\u7ed9\u4ed6\u4eec\u63d0\u4f9b\u4e00\u4e9b\u4ed6\u4eec\u9700\u8981\u7684\u8d44\u6e90\uff0c\u7136\u540e\u548c\u4ed6\u4eec\u4e00\u8d77\u8ba8\u8bba\u3002<\/p>\n\n\n\n<p>\u859b\u7ee7\u9f99\uff1a\u5de5\u4e1a\u7684\u7814\u7a76\u9662\u91cc\uff0c\u5bf9\u505a\u7eaf\u7cb9\u7814\u7a76\u3001\u4ea7\u54c1\u8f6c\u5316\u578b\u7814\u7a76\u3001\u4ee5\u53ca\u521b\u4e1a\u662f\u4e00\u4e2a\u5f88\u597d\u7684\u5e73\u8861\u73af\u5883\uff0c\u4f60\u5728\u4e0d\u540c\u7684\u65f6\u671f\u53ef\u4ee5\u505a\u51fa\u76f8\u5e94\u7684\u8c03\u6574\u3002\u5728\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u91cc\uff0c\u6211\u4eec\u81ea\u5df1\u5e73\u65f6\u505a\u7814\u7a76\u7684\u65f6\u5019\uff0c\u4e5f\u4f1a\u81ea\u95ee\uff0c\u76ee\u524d\u505a\u7684\u8fd9\u4e2a\u4e1c\u897f\uff0c\u5c06\u6765\u662f\u4e0d\u662f\u6709\u53ef\u80fd\u51fa\u53bb\u53d8\u6210\u4e00\u5bb6\u516c\u53f8\u2014\u2014\u4f1a\u5e26\u7740\u8fd9\u6837\u95ee\u9898\uff0c\u800c\u4e0d\u662f\u7eaf\u7cb9\u4e3a\u53d1\u4e00\u7bc7 paper \u800c\u52aa\u529b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u5411\u4e0a\u7684\u65f6\u523b\">\u5411\u4e0a\u7684\u65f6\u523b<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"moment-of-improvement\">Moment of Improvement<\/h3>\n\n\n\n<p><strong>\u89c2\u4f17\u63d0\u95ee\uff1a\u5728\u8de8\u9886\u57df\u7814\u7a76\u4e2d\uff0c\u5982\u4f55\u517c\u987e\u5e7f\u5ea6\u4e0e\u6df1\u5ea6\uff1f<\/strong><\/p>\n\n\n\n<p>\u5f20\u71d5\u548f\uff1a\u6211\u89c9\u5f97\uff0c\u5e7f\u5ea6\u548c\u6df1\u5ea6\u5176\u5b9e\u4e0d\u4e00\u5b9a\u77db\u76fe\u7684\u3002\u4f60\u53ef\u80fd\u5728\u4e00\u4e2a\u5730\u65b9\u6ca1\u6709\u94bb\u90a3\u4e48\u6df1\uff0c\u4f46\u662f\u4e24\u8005\u7684\u7ed3\u5408\u4e0a\u4e5f\u662f\u9700\u8981\u4e00\u4e9b\u6df1\u5165\u7684\u7406\u89e3\u3002\u4f60\u4e4b\u6240\u4ee5\u89c9\u5f97\u53d1\u6587\u7ae0\u6bd4\u5176\u4ed6\u540c\u5b66\u6162\u4e86\uff0c\u53ef\u80fd\u662f\u56e0\u4e3a\u4f60\u5f00\u7684\u4f1a\u8bae\u8fd8\u662f\u4ee5\u524d\u7684\u90a3\u4e9b\u9886\u57df\uff0c\u5176\u5b9e\u8fd8\u6709\u65b0\u5174\u7684\u8de8\u9886\u57df\u7684\u4e00\u4e9b\u4f1a\u8bae\uff0c\u53ef\u4ee5\u53bb\u770b\u4e00\u4e0b\u3002<\/p>\n\n\n\n<p>\u5170\u8273\u8273\uff1a\u56db\u4e2a\u5b57\uff0c\u6162\u5c31\u662f\u5feb\u3002\u5bf9\u4e8e\u4f60\u6b63\u5728\u505a\u7684\u4e8b\u60c5\uff0c\u5982\u679c\u4f60\u89c9\u5f97\u7279\u522b\u7684\u91cd\u8981\uff0c\u4e0d\u9700\u8981\u592a\u7ea0\u7ed3\u5feb\u6162\u7684\u95ee\u9898\uff0c\u4e0d\u9700\u8981\u8ddf\u522b\u4eba\u6bd4\u8f83\u8fd9\u4e2a\u4e8b\u60c5\u3002<\/p>\n\n\n\n<p>\u81f3\u4e8e\u4ea4\u53c9\u5b66\u79d1\uff0c\u6211\u89c9\u5f97\uff0c\u8981\u627e\u5230\u4f60\u7684\u4f4d\u7f6e\u3002\u5f88\u5c11\u6709\u505a\u4ea4\u53c9\u5b66\u79d1\u7684\u4eba\u4e24\u4e2a\u65b9\u5411\u90fd\u80fd\u505a\u5f97\u5f88\u597d\u7684\uff0c\u4e00\u822c\u90fd\u4f1a\u6709\u4e00\u4e2a\u4fa7\u91cd\u70b9\u3002\u6bd4\u5982\u6211\u662f\u505a AI for Science\uff0c\u6211\u7684\u6838\u5fc3\u5173\u952e\u70b9\u8fd8\u662f AI\uff0c\u53ea\u662f\u628a\u79d1\u5b66\u7684\u95ee\u9898\u63cf\u8ff0\u6210\u4e3a AI \u7684\u95ee\u9898\u3002\u5f53\u7136\uff0c\u6211\u9700\u8981\u7406\u89e3\u4e00\u90e8\u5206\u79d1\u5b66\u7684\u673a\u7406\uff0c\u4f46\u662f\u8ddf\u90a3\u4e2a\u65b9\u5411\u7684\u8001\u5e08\u6bd4\u8d77\u6765\uff0c\u6211\u80af\u5b9a\u6ca1\u6709\u90a3\u4e48\u4e13\u4e1a\u3002\u6240\u4ee5\uff0c\u4f60\u4e5f\u9700\u8981\u627e\u5230\u4e00\u4e2a\u81ea\u5df1\u7684\u4fa7\u91cd\u70b9\u3002<\/p>\n\n\n\n<p><strong>\u89c2\u4f17\u63d0\u95ee\uff1a\u5728\u6821\u671f\u95f4\uff0c\u6211\u4eec\u5e94\u8be5\u7740\u91cd\u5b66\u4e60\u4e9b\u4ec0\u4e48\uff0c\u624d\u80fd\u65e2\u548c\u793e\u4f1a\u63a5\u8f68\uff0c\u53c8\u4e0d\u8f9c\u8d1f\u8fd9\u6bb5\u73cd\u8d35\u7684\u65f6\u5149\uff1f<\/strong><\/p>\n\n\n\n<p>\u738b\u5e0c\u5ef7\uff1a\u5b66\u751f\u671f\u95f4\u6709\u4e00\u4e2a\u5f88\u5927\u7684\u4f18\u52bf\u2014\u2014\u53ef\u4ee5\u8bd5\u9519\u3002\u4f60\u53ef\u4ee5\u5c1d\u8bd5\u5f88\u591a\u81ea\u5df1\u611f\u5174\u8da3\u7684\u4e8b\u60c5\uff0c\u7136\u540e\u627e\u5230\u4e00\u4e2a\u81ea\u5df1\u6700\u611f\u5174\u8da3\u7684\uff0c\u575a\u6301\u5730\u505a\u4e0b\u53bb\u3002\u60f3\u66f4\u591a\u5730\u8ddf\u793e\u4f1a\u63a5\u89e6\uff0c\u60f3\u53bb\u5b9e\u4e60\uff0c\u5c31\u5927\u80c6\u5730\u53bb\u627e\u5b9e\u4e60\uff1b\u60f3\u53c2\u52a0\u4e00\u4e9b\u793e\u4f1a\u6d3b\u52a8\uff0c\u57f9\u517b\u81ea\u5df1\u7684\u9886\u5bfc\u529b\uff0c\u5c31\u53ef\u4ee5\u5728\u4e00\u4e2a\u793e\u56e2\u5b8c\u6210\u4e00\u4e9b\u5c0f\u7684\u4efb\u52a1\u3002\u4f60\u4eec\u90fd\u8fd9\u4e48\u5e74\u8f7b\uff0c\u8fd9\u4e48\u6709\u80fd\u529b\uff0c\u8981\u52c7\u6562\u5730\u53bb\u505a\u81ea\u5df1\u60f3\u505a\u7684\u4e8b\u60c5\uff0c\u591a\u8bd5\u4e00\u8bd5\u3002<\/p>\n\n\n\n<p>\u5218\u6811\u6770\uff1a\u5982\u679c\u662f\u6709\u8ddf\u8ba1\u7b97\u673a\u76f8\u5173\u7684\u4e00\u4e9b\u5174\u8da3\u7684\u8bdd\uff0c\u6211\u89c9\u5f97\u5b66\u6821\u91cc\u4e5f\u4f1a\u6709\u4e00\u4e9b\u5174\u8da3\u73ed\u6216\u8005\u4e00\u4e9b\u793e\u56e2\u4e4b\u7c7b\u7684\uff0c\u53ef\u4ee5\u65e9\u53c2\u52a0\u3002\u73b0\u5728\u8ba1\u7b97\u673a\u76f8\u5173\u7684\u4e1c\u897f\uff0c\u5f00\u6e90\u7684\u6bd4\u8f83\u591a\uff0c\u4f60\u5bf9\u54ea\u4e00\u65b9\u9762\u611f\u5174\u8da3\uff0c\u5c31\u53ef\u4ee5\u4ece\u7f51\u4e0a\u627e\u5230\u4e00\u4e9b\u4e1c\u897f\u81ea\u5df1\u53bb\u8bd5\uff0c\u6700\u597d\u591a\u5173\u6ce8\u4e00\u4e9b\u4f60\u611f\u5174\u8da3\u7684\u65b9\u5411\u7684\u524d\u6cbf\u53d1\u5c55\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"683\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/6-1-1024x683.jpg\" alt=\"audience\" class=\"wp-image-1074246\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/6-1-1024x683.jpg 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/6-1-300x200.jpg 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/6-1-768x512.jpg 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/6-1-240x160.jpg 240w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2023\/05\/6-1.jpg 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>\u89c2\u4f17\u63d0\u95ee\uff1a\u5728\u591a\u4efb\u52a1\u5e76\u884c\u7684\u60c5\u51b5\u4e0b\uff0c\u5982\u4f55\u4f18\u5316\u65f6\u95f4\u548c\u7cbe\u529b\u7684\u5b89\u6392\uff1f<\/strong><\/p>\n\n\n\n<p>\u674e\u5029\uff1a\u9996\u5148\uff0c\u4f60\u5f97\u628a\u8eab\u4f53\u641e\u597d\uff0c\u8fd9\u662f\u7b2c\u4e00\u4f4d\u7684\u3002\u7136\u540e\uff0c\u628a\u65f6\u95f4\u5206\u7247\u6bb5\uff0c\u6700\u597d\u534a\u4e2a\u5c0f\u65f6\u5de6\u53f3\u4e3a\u4e00\u4e2a\u7247\u6bb5\uff0c\u6162\u6162\u5f62\u6210\u81ea\u5df1\u7684\u8282\u594f\u3002\u4e00\u53e3\u5403\u4e0d\u4e86\u4e2a\u80d6\u5b50\uff0c\u4f60\u65f6\u95f4\u8fd8\u591a\u7740\uff0c\u54b1\u4eec\u4e00\u70b9\u4e00\u70b9\u6765\u5c31\u597d\u4e86\uff1b\u53ea\u8981\u6709\u4e2a\u597d\u8eab\u4f53\uff0c\u5176\u5b83\u7684\u81ea\u7136\u800c\u7136\u90fd\u4f1a\u5f97\u5230\u7684\u3002<\/p>\n\n\n\n<p>\u9648\u9ece\uff1a\u4f60\u53ef\u4ee5\u5148\u5b9a\u4e00\u4e2a\u77ed\u671f\u7684\u8ba1\u5212\uff0c\u518d\u5b9a\u4e00\u4e2a\u6bd4\u8f83\u957f\u671f\u7684\u8ba1\u5212\uff1b\u4f60\u628a\u77ed\u671f\u8ba1\u5212\u7684\u6bcf\u4ef6\u4e8b\u60c5\u505a\u597d\uff0c\u5c31\u53ef\u4ee5\u57f9\u517b\u81ea\u5df1\u7684\u4e00\u4e2a\u81ea\u4fe1\u5fc3\u3002\u6bcf\u5929\u65e9\u4e0a\u9192\u6765\u4e4b\u540e\uff0c\u6211\u4f1a\u5148\u5217\u4e00\u4e2a\u4f18\u5148\u7ea7\uff0c\u5148\u628a\u6700\u91cd\u8981\u7684\u505a\u4e86\uff0c\u7136\u540e\u518d\u505a\u6b21\u91cd\u8981\u7684\uff0c\u8fd9\u6837\u4e00\u4e2a\u4e2a\u505a\u4e0b\u6765\u3002\u5982\u679c\u53d1\u73b0\u65f6\u95f4\u4e0d\u591f\u7528\uff0c\u53ef\u80fd\u665a\u4e0a\u6216\u8005\u5468\u672b\u518d\u6324\u51fa\u6765\u4e00\u70b9\u65f6\u95f4\u53bb\u505a\u5b83\u3002<\/p>\n\n\n\n<p><strong>\u89c2\u4f17\u63d0\u95ee\uff1a\u5982\u4f55\u5e94\u5bf9\u632b\u6298\uff1f<\/strong><\/p>\n\n\n\n<p>\u7f2a\u747e\uff1a\u9047\u5230\u632b\u6298\u662f\u633a\u6b63\u5e38\u7684\u4e8b\u60c5\u3002\u9996\u5148\uff0c\u53ef\u4ee5\u81ea\u5df1\u540e\u9000\u4e00\u6b65\uff0c\u60f3\u4e00\u60f3\u6211\u5f53\u521d\u4e3a\u4ec0\u4e48\u8981\u505a\u8fd9\u4ef6\u4e8b\u60c5\uff0c\u5982\u679c\u89c9\u5f97\u8fd9\u4e2a\u4e8b\u60c5\u8fd8\u662f\u503c\u5f97\u505a\u7684\uff0c\u8d77\u7801\u7ed9\u81ea\u5df1\u4e00\u4e2a\u65b0\u9c9c\u7684\u52a8\u529b\uff0c\u7ee7\u7eed\u505a\u4e0b\u53bb\u3002\u53e6\u5916\uff0c\u53ef\u80fd\u8981\u60f3\u60f3\u662f\u4e0d\u662f\u81ea\u5df1\u4e00\u4e2a\u4eba\u5361\u5728\u4e86\u67d0\u4e2a\u6b7b\u80e1\u540c\uff0c\u8fd9\u4e2a\u65f6\u5019\u5c31\u53ef\u4ee5\u53bb\u627e\u670b\u53cb\u3001\u627e\u5bfc\u5e08\uff0c\u7fa4\u7b56\u7fa4\u529b\uff0c\u805a\u96c6\u5927\u5bb6\u7684\u529b\u91cf\u3002<\/p>\n\n\n\n<p>\u5170\u8273\u8273\uff1a\u79d1\u7814\u9047\u5230\u632b\u6298\u7684\u8bdd\uff0c\u4f60\u9700\u8981\u660e\u767d\uff1a\u4f60\u662f\u95ee\u9898\u7684\u5b9a\u4e49\u8005\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u505a\u9898\u8005\u3002\u5f88\u591a\u540c\u5b66\u4e4b\u524d\u53c2\u52a0\u5965\u8d5b\uff0c\u6bcf\u6b21\u9898\u76ee\u90fd\u662f\u5b9a\u597d\u7684\uff0c\u5c31\u662f\u505a\u9898\uff0c\u5bf9\u5427\uff1f\u4f60\u53ef\u4ee5\u5f88\u5feb\u505a\u51fa\u6765\u5965\u8d5b\u9898\uff0c\u4f46\u5176\u5b9e\u5b83\u4e0d\u662f\u4e00\u4e2a\u79d1\u7814\uff0c\u79d1\u7814\u7684\u8fc7\u7a0b\u4e00\u5b9a\u662f\u6f2b\u957f\u7684\u3001\u4f1a\u7ecf\u5386\u66f2\u6298\u7684\u3002\u8fd9\u65f6\u5019\uff0c\u4f60\u9700\u8981\u8df3\u51fa\u6765\u2014\u2014\u8fd9\u4e2a\u95ee\u9898\u662f\u4f60\u5b9a\u4e49\u7684\uff0c\u4f60\u662f\u4e0d\u662f\u5b9a\u4e49\u5f97\u592a\u96be\u4e86\uff0c\u662f\u4e0d\u662f\u8fd8\u53ef\u4ee5\u6362\u53e6\u4e00\u79cd\u5b9a\u4e49\u7684\u65b9\u5f0f\uff1f\u4f60\u591a\u591a\u4ece\u95ee\u9898\u5b9a\u4e49\u7684\u89d2\u5ea6\u4e0a\u60f3\u4e00\u60f3\uff0c\u6709\u53ef\u80fd\u8fd9\u4e2a\u89e3\u9898\u5c31\u53d8\u5f97\u5bb9\u6613\u4e86\uff0c\u53ef\u4ee5\u63d0\u4f9b\u7ed9\u4f60\u66f4\u5e7f\u7684\u601d\u8def\uff0c\u4e0d\u8981\u603b\u628a\u81ea\u5df1\u653e\u5728\u89e3\u9898\u8005\u7684\u89d2\u5ea6\u4e0a\uff0c\u6211\u89c9\u5f97\u8fd9\u4e2a\u8f6c\u6362\u5f88\u5173\u952e\u3002<\/p>\n\n\n\n<p>\u5f20\u71d5\u548f\uff1a\u6211\u4ee5\u524d\u5f88\u559c\u6b22\u6253\u7f51\u7403\uff0c\u4f46\u5929\u8d4b\u4e0d\u592a\u597d\u3002\u90a3\u6700\u540e\u662f\u600e\u4e48\u4ece\u4e0d\u4f1a\u53d1\u7403\u7684\u72b6\u6001\uff0c\u8d70\u51fa\u8fd9\u4e2a\u8ff7\u96fe\uff0c\u53d8\u6210\u4f1a\u53d1\u7403\u7684\u4e00\u4e2a\u4eba\u5462\uff1f\u5176\u5b9e\u5f88\u7b80\u5355\uff0c\u4f60\u8981\u662f\u53d1\u4e86 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