{"id":1169981,"date":"2026-04-30T02:10:55","date_gmt":"2026-04-30T09:10:55","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-blog-post&#038;p=1169981"},"modified":"2026-04-30T02:10:57","modified_gmt":"2026-04-30T09:10:57","slug":"%e5%a6%82%e4%bd%95%e8%ae%a9%e7%94%9f%e6%88%90%e5%bc%8fai%e6%9b%b4%e6%87%82%e4%bd%a0%ef%bc%9f%e5%85%a8%e6%96%b0%e4%ba%a4%e4%ba%92%e6%a8%a1%e5%9e%8biai%ef%bc%8c%e9%87%8d%e5%a1%91%e4%ba%ba%e6%9c%ba","status":"publish","type":"msr-blog-post","link":"https:\/\/www.microsoft.com\/en-us\/research\/articles\/%e5%a6%82%e4%bd%95%e8%ae%a9%e7%94%9f%e6%88%90%e5%bc%8fai%e6%9b%b4%e6%87%82%e4%bd%a0%ef%bc%9f%e5%85%a8%e6%96%b0%e4%ba%a4%e4%ba%92%e6%a8%a1%e5%9e%8biai%ef%bc%8c%e9%87%8d%e5%a1%91%e4%ba%ba%e6%9c%ba\/","title":{"rendered":"\u5982\u4f55\u8ba9\u751f\u6210\u5f0fAI\u66f4\u61c2\u4f60\uff1f\u5168\u65b0\u4ea4\u4e92\u6a21\u578bIAI\uff0c\u91cd\u5851\u4eba\u673a\u534f\u540c\u8303\u5f0f"},"content":{"rendered":"\n<p>\u968f\u7740\u751f\u6210\u5f0fAI\u9010\u6b65\u8d70\u5165\u8bbe\u8ba1\u3001\u6570\u636e\u5206\u6790\u548c\u7a0b\u5e8f\u5f00\u53d1\u7b49\u5de5\u4f5c\u6d41\u7a0b\uff0c\u751a\u81f3\u70b9\u9910\u3001\u8d2d\u7269\u7b49\u751f\u6d3b\u573a\u666f\uff0c\u4eba\u4eec\u5f00\u59cb\u9891\u7e41\u4e0eAI\u201c\u5bf9\u8bdd\u201d\u3002\u7136\u800c\uff0c\u8bbe\u8ba1\u5e08\u53cd\u590d\u4fee\u6539\u63d0\u793a\u8bcd\u5374\u59cb\u7ec8\u96be\u4ee5\u8d34\u8fd1\u5fc3\u4e2d\u7684\u753b\u9762\uff1b\u6570\u636e\u5206\u6790\u5e08\u96be\u4ee5\u7528\u6587\u5b57\u7cbe\u786e\u6307\u4ee3\u56fe\u8868\u5c40\u90e8\uff1b\u7a0b\u5e8f\u5458\u4e5f\u5f88\u96be\u4ec5\u51ed\u6587\u5b57\u5c31\u8ba9AI\u51c6\u786e\u7406\u89e3\u7279\u5b9a\u7684\u4ee3\u7801\u7ed3\u6784\u2014\u2014\u201c\u8bf4\u4e0d\u6e05\u695a\u201d\uff0c\u6b63\u6210\u4e3a\u751f\u6210\u5f0fAI\u65f6\u4ee3\u666e\u904d\u5b58\u5728\u7684\u4ea4\u4e92\u74f6\u9888\u3002<\/p>\n\n\n\n<p>\u6587\u5b57\u63d0\u793a\u7075\u6d3b\u5374\u5929\u7136\u6a21\u7cca\uff0cGUI\u754c\u9762\u4ea4\u4e92\u7cbe\u51c6\u5374\u8868\u8fbe\u53d7\u9650\uff0c\u4e24\u8005\u4e4b\u95f4\u59cb\u7ec8\u7f3a\u5c11\u4e00\u5ea7\u8fde\u63a5\u7528\u6237\u610f\u56fe\u4e0eAI\u7406\u89e3\u7684\u6865\u6881\u3002<\/p>\n\n\n\n<p>\u4e3a\u7cfb\u7edf\u6027\u7834\u89e3\u8fd9\u4e00\u96be\u9898\uff0c\u6765\u81ea\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u3001\u9999\u6e2f\u79d1\u6280\u5927\u5b66\u548c\u4f5b\u7f57\u91cc\u8fbe\u5dde\u7acb\u5927\u5b66\u7684\u7814\u7a76\u56e2\u961f\uff0c\u5728\u4eba\u673a\u4ea4\u4e92\u9886\u57df\u9876\u7ea7\u4f1a\u8baeACM CHI 2026\u4e0a\u63d0\u51fa\u4e86<strong>\u4ea4\u4e92\u589e\u5f3a\u6307\u4ee4\uff08Interaction-Augmented Instruction\uff0cIAI\uff09\u6a21\u578b<\/strong>\uff0c<strong>\u5e76\u8363\u83b7CHI 2026\u6700\u4f73\u8bba\u6587\u8363\u8a89\u63d0\u540d\u5956\uff08Best Paper Honorable Mention\uff09<\/strong>\u3002\u8be5\u5de5\u4f5c\u5c1d\u8bd5\u4ece\u6839\u672c\u4e0a\u56de\u7b54\u4e00\u4e2a\u5173\u952e\u95ee\u9898\uff1a\u5982\u4f55\u8ba9\u4eba\u7c7b\u7684\u610f\u56fe\uff0c\u88abAI\u66f4\u51c6\u786e\u5730\u7406\u89e3\u4e0e\u6267\u884c\uff1f<\/p>\n\n\n\n<p><em>\u70b9\u51fb\u6587\u672b\u76f8\u5173\u94fe\u63a5\uff0c\u4e86\u89e3\u66f4\u591a\u6280\u672f\u8be6\u60c5\u3002<\/em><\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"540\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/04\/640-1-2-1024x540.webp\" alt=\"Diagram\" class=\"wp-image-1169982\" style=\"aspect-ratio:1.8963587278593534;width:760px;height:auto\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/04\/640-1-2-1024x540.webp 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/04\/640-1-2-300x158.webp 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/04\/640-1-2-768x405.webp 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/04\/640-1-2-240x127.webp 240w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/04\/640-1-2.webp 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u56fe1\uff1aIAI\u6a21\u578b\u7814\u7a76\u6982\u89c8<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u4e00\u4e2a\u6a21\u578b-\u516d\u4e2a\u5b9e\u4f53-\u91cd\u65b0\u523b\u753b-\u4eba\u673a\u5bf9\u8bdd-\u7684\u672c\u8d28\">\u4e00\u4e2a\u6a21\u578b\uff0c\u516d\u4e2a\u5b9e\u4f53\uff1a\u91cd\u65b0\u523b\u753b\u201c\u4eba\u673a\u5bf9\u8bdd\u201d\u7684\u672c\u8d28<\/h2>\n\n\n\n<p>IAI\u6a21\u578b\u9996\u5148\u89e3\u51b3\u7684\u662f\u201c\u5982\u4f55\u63cf\u8ff0\u4eba\u4e0eAI\u7684\u4ea4\u6d41\u201d\uff0c\u4e5f\u5c31\u662f<strong>\u63cf\u8ff0\u529b\uff08Descriptive Power\uff09<\/strong>\u3002\u7814\u7a76\u56e2\u961f\u4ece\u4e24\u6761\u6700\u57fa\u672c\u7684\u4eba\u673a\u4ea4\u4e92\u8def\u5f84\u51fa\u53d1\u2014\u2014&#8221;\u63d0\u793a\u8bcd\u9a71\u52a8\u751f\u6210&#8221;\u4e0e&#8221;GUI\u76f4\u63a5\u64cd\u4f5c\u4ea7\u7269&#8221;\uff0c\u63d0\u70bc\u51fa\u516d\u4e2a\u4e0d\u53ef\u6216\u7f3a\u7684\u6838\u5fc3\u5b9e\u4f53\uff1a<strong>\u4eba\u7c7b\uff08Human, H\uff09<\/strong>\u3001<strong>\u4ea4\u4e92\uff08Interaction, I\uff09<\/strong>\u3001<strong>\u6587\u5b57\u63d0\u793a\uff08Text Prompt, T\uff09<\/strong>\u3001<strong>\u589e\u5f3a\u6307\u4ee4\uff08Interaction-Augmented Instruction, Aug\uff09<\/strong>\u3001<strong>\u751f\u6210\u5f0fAI\uff08GenAI, G\uff09<\/strong>\u3001<strong>\u4ea7\u7269\uff08Artifact, A\uff09<\/strong>\u3002<\/p>\n\n\n\n<p>\u5176\u4e2d\u6700\u5173\u952e\u7684\u521b\u65b0\uff0c\u662f\u5f15\u5165\u4e86&#8221;\u589e\u5f3a\u6307\u4ee4\uff08Aug\uff09&#8221;\u8fd9\u4e00\u72ec\u7acb\u5b9e\u4f53\uff0c\u4ee3\u8868\u8d85\u8d8a\u6587\u672c\u4e4b\u5916\u7684\u6307\u4ee4\u4fe1\u606f\u3002\u5c06Aug\u4f5c\u4e3aAI\u7684\u663e\u5f0f\u8f93\u5165\uff0c\u8ba9\u7814\u7a76\u8005\u4e0e\u8bbe\u8ba1\u8005\u80fd\u591f\u6e05\u6670\u5730\u6bd4\u8f83\u4e0d\u540c\u5de5\u5177\u5728&#8221;\u5982\u4f55\u628a\u4eba\u7684\u610f\u56fe\u7ffb\u8bd1\u6210AI\u80fd\u7406\u89e3\u7684\u4fe1\u606f&#8221;\u8fd9\u4e00\u6838\u5fc3\u95ee\u9898\u4e0a\u7684\u672c\u8d28\u5dee\u5f02\u3002<\/p>\n\n\n\n<p>\u73b0\u5b9e\u4e2d\uff0c\u4ea4\u4e92\u5bf9\u6307\u4ee4\u7684\u8d21\u732e\u65b9\u5f0f\u5343\u5dee\u4e07\u522b\uff1a\u6709\u65f6\u4ea4\u4e92\u53ea\u662f\u64cd\u4f5c\u6587\u5b57\u672c\u8eab\uff0c\u5982\u70b9\u51fb\u66ff\u6362\u5173\u952e\u8bcd\uff0c\u63d0\u793a\u8bcd\u4f9d\u7136\u4ee5\u7eaf\u6587\u672c\u76f4\u63a5\u9001\u5165AI\uff0c\u5e76\u672a\u5f15\u5165Aug\uff1b\u6709\u65f6\u4ea4\u4e92\u5728\u64cd\u4f5c\u6587\u672c\u4e4b\u4f59\u8fd8\u5f15\u5165\u4e86\u989d\u5916\u7684\u4fe1\u606f\uff0c\u5982\u5c06\u591a\u4e2a\u63d0\u793a\u8bcd\u7247\u6bb5\u7ec4\u7ec7\u6210\u5c42\u7ea7\u6811\uff0c\u7ec4\u7ec7\u903b\u8f91\u672c\u8eab\u88ab\u7f16\u7801\u8fdbAug\uff0c\u9001\u5165AI\uff1b\u6709\u65f6\u4ea4\u4e92\u76f4\u63a5\u643a\u5e26\u975e\u8bed\u8a00\u4fe1\u606f\uff0c\u5982\u624b\u7ed8\u7d20\u63cf\u6216\u7a7a\u95f4\u6807\u6ce8\uff0c\u88ab\u7f16\u7801\u4e3a\u50cf\u7d20\u63a9\u7801\u3001\u5750\u6807\u8303\u56f4\u540e\uff0c\u4e0e\u6587\u5b57\u5171\u540c\u6784\u6210\u590d\u5408\u6307\u4ee4\uff1b\u6709\u65f6\u4ea4\u4e92\u76f4\u63a5\u4f5c\u7528\u4e8e\u4ea7\u7269\u800c\u4e0d\u4ea7\u751fAug\uff0c\u5982\u62d6\u52a8\u6ed1\u5757\u8c03\u6574\u8272\u8c03\uff1b\u8fd8\u6709\u65f6\u4e0e\u4ea7\u7269\u7684\u4ea4\u4e92\u7ed3\u679c\uff0c\u6bd4\u5982\u7528\u6237\u6846\u9009\u7684\u56fe\u50cf\u533a\u57df\u3001\u9ad8\u4eae\u7684\u4ee3\u7801\u7247\u6bb5\uff0c\u4f5c\u4e3a\u5177\u4f53\u5f15\u7528\u4e0e\u6587\u5b57\u63cf\u8ff0\u5171\u540c\u6784\u6210Aug\u9001\u5165AI\u3002\u6b63\u662f\u901a\u8fc7Aug\u8fd9\u4e00\u5b9e\u4f53\uff0cIAI\u6a21\u578b\u5f97\u4ee5\u5728\u540c\u4e00\u6846\u67b6\u4e0b\u7cbe\u786e\u523b\u753b\u8fd9\u4e9b\u5dee\u5f02\uff0c\u800c\u4e0d\u662f\u5c06\u5b83\u4eec\u7b3c\u7edf\u5f52\u5165&#8221;\u975e\u6587\u672c\u4ea4\u4e92&#8221;\u7684\u5bbd\u6cdb\u6807\u7b7e\u3002<\/p>\n\n\n\n<p>\u6700\u7ec8\uff0c\u7814\u7a76\u56e2\u961f\u5728\u4e25\u683c\u7684\u8bed\u4e49\u539f\u5219\u7ea6\u675f\u4e0b\u4fdd\u7559\u4e8612\u6761\u6709\u610f\u4e49\u7684\u5b9e\u4f53\u95f4\u5173\u7cfb\uff0c\u6784\u5efa\u51fa\u4e00\u5f20\u65e2\u7b80\u6d01\u3001\u7cbe\u786e\u53c8\u5bcc\u6709\u8868\u8fbe\u529b\u7684<strong>\u5b9e\u4f53-\u5173\u7cfb\u56fe<\/strong>\uff0c\u5c06\u7eb7\u7e41\u590d\u6742\u4e14\u573a\u666f\u591a\u6837\u7684\u4eba\u673a\u4ea4\u4e92\u6d41\u7a0b&#8221;\u7ffb\u8bd1&#8221;\u6210\u53ef\u6bd4\u8f83\u3001\u53ef\u5206\u6790\u7684\u7ed3\u6784\u5316\u8bed\u8a00\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"452\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/04\/640-2-1-1024x452.webp\" alt=\"Diagram\" class=\"wp-image-1169983\" style=\"aspect-ratio:2.2655758338577723;width:818px;height:auto\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/04\/640-2-1-1024x452.webp 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/04\/640-2-1-300x133.webp 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/04\/640-2-1-768x339.webp 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/04\/640-2-1-240x106.webp 240w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/04\/640-2-1.webp 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u56fe2\uff1a IAI \u6a21\u578b\u67b6\u6784\u56fe<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-left\" id=\"12\u79cd\u4ea4\u4e92\u8303\u5f0f-\u7ed9\u672a\u6765\u8bbe\u8ba1\u5e08\u7684\u4e00\u4efd-\u8bbe\u8ba1\u8bcd\u5178\">12\u79cd\u4ea4\u4e92\u8303\u5f0f\uff0c\u7ed9\u672a\u6765\u8bbe\u8ba1\u5e08\u7684\u4e00\u4efd\u201c\u8bbe\u8ba1\u8bcd\u5178\u201d<\/h2>\n\n\n\n<p>\u57fa\u4e8eIAI\u6a21\u578b\uff0c\u7814\u7a76\u56e2\u961f\u7cfb\u7edf\u68b3\u7406\u4e8666\u4e2a\u7ed3\u5408\u4e86\u63d0\u793a\u8bcd\u4e0e\u56fe\u5f62\u4ea4\u4e92\u7684AI\u5de5\u5177\uff0c\u5c06\u6bcf\u4e2a\u5de5\u5177\u7684\u4ea4\u4e92\u6d41\u7a0b\u5206\u89e3\u4e3a\u4e00\u4e2a\u6216\u591a\u4e2a&#8221;\u539f\u5b50\u8303\u5f0f\u56fe&#8221;\uff0c\u5e76\u5f52\u7eb3\u51fa<strong>12\u79cd\u5177\u6709\u4ee3\u8868\u6027\u7684\u539f\u5b50\u4ea4\u4e92\u8303\u5f0f (P1-P12)<\/strong>\uff0c\u5145\u5206\u9a8c\u8bc1\u4e86IAI\u6a21\u578b\u7684\u7cbe\u51c6\u533a\u522b\u4e0d\u540c\u4ea4\u4e92\u65b9\u5f0f\u7684\u80fd\u529b\uff0c\u4e5f\u5c31\u662f<strong>\u5224\u522b\u529b\uff08Discriminative Power\uff09<\/strong>\u3002&nbsp;<\/p>\n\n\n\n<p>\u4ee5\u751f\u6210\u6742\u5fd7\u5c01\u9762\u7684\u4efb\u52a1\u4e3a\u4f8b\uff0c\u53ef\u4ee5\u770b\u5230\u4e0d\u540c\u8303\u5f0f\u7684\u5dee\u5f02\u53d8\u5f97\u6e05\u6670\u53ef\u611f\u3002\u5728\u4f7f\u7528AI\u6267\u884c\u751f\u6210\u4efb\u52a1\u4e4b\u524d\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u7528\u6237\u53ef\u4ee5\u76f4\u63a5\u4e0e\u63d0\u793a\u8bcd\u672c\u8eab\u4ea4\u4e92\uff0c\u6bd4\u5982\u56fe3-B\u6240\u793a\uff0c\u70b9\u51fb\u63d0\u793a\u8bcd\u4e2d\u7684&#8221;artistic lighting&#8221;\u5173\u952e\u8bcd\uff0c\u7cfb\u7edf\u4f1a\u5f39\u51fa\u5019\u9009\u98ce\u683c\u5217\u8868\uff08pastel tones\u3001minimal black-and-white style\u7b49\uff09\uff0c\u7528\u6237\u4e00\u952e\u5207\u6362\u5373\u53ef\u5b8c\u6210\u63d0\u793a\u8bcd\u7684\u7cbe\u51c6\u5fae\u8c03\uff0c\u65e0\u9700\u91cd\u65b0\u63aa\u8f9e\u3002\u8fd9\u5bf9\u5e94P1\uff08\u4ea4\u4e92\u589e\u5f3a\u63d0\u793a\u8bcd\uff09\u3002<\/li>\n\n\n\n<li>\u5f53\u7528\u6237\u7684\u610f\u56fe\u96be\u4ee5\u7528\u8bed\u8a00\u63cf\u8ff0\u65f6\uff0c\u56fe3-C\u5c55\u793a\u4e86\u53e6\u4e00\u79cd\u601d\u8def\uff0c\u7528\u6237\u53ef\u901a\u8fc7\u624b\u7ed8\u8349\u56fe\u7b49\u975e\u8bed\u8a00\u4fe1\u53f7\u6210\u4e3a\u6307\u4ee4\u7684\u4e00\u90e8\u5206\u3002\u8fd9\u662fP3\uff08\u4ea4\u4e92\u4f5c\u4e3a\u6307\u4ee4\u7684\u7ec4\u6210\u90e8\u5206\uff09\u3002<\/li>\n\n\n\n<li>\u5982\u679c\u5df2\u6709\u521d\u6b65\u7ed3\u679c\uff0c\u56fe3-D\u5219\u5c55\u793a\u4e86\u66f4\u7cbe\u51c6\u7684\u64cd\u63a7\u65b9\u5f0f\uff1a\u7528\u6237\u76f4\u63a5\u5728\u56fe\u4e0a\u6846\u9009\u51fa\u9879\u94fe\u5e94\u8be5\u51fa\u73b0\u7684\u4f4d\u7f6e\uff0c\u518d\u914d\u5408\u6587\u5b57\u8bf4\u660e\uff0c\u8ba9AI\u4e25\u683c\u4f9d\u7167\u8fd9\u4e2a\u7a7a\u95f4\u5f15\u7528\u6765\u751f\u6210\u3002\u8fd9\u5bf9\u5e94P4\uff08\u5f15\u7528\u4ea7\u7269\u4f5c\u4e3a\u6307\u4ee4\u7684\u4e00\u90e8\u5206\uff09\uff0c\u5f7b\u5e95\u6d88\u9664&#8221;\u5728\u54ea\u91cc\u52a0&#8221;\u7684\u6307\u4ee3\u6b67\u4e49\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"580\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/04\/640-3-1-1024x580.webp\" alt=\"Diagram\" class=\"wp-image-1169984\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/04\/640-3-1-1024x580.webp 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/04\/640-3-1-300x170.webp 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/04\/640-3-1-768x435.webp 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/04\/640-3-1-240x136.webp 240w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/04\/640-3-1.webp 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u56fe3\uff1a 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lighting&#8221;\u7684\u8272\u8c03\u3002\u8fd9\u662fP7\uff08\u751f\u6210\u5f0f\u63d0\u793a\u8bcd\u63a7\u5236\u7ec4\u4ef6\uff09\u3002<\/li>\n\n\n\n<li>\u56fe3-F\u5219\u5448\u73b0\u51fa\u53e6\u4e00\u79cd\u5b8c\u5168\u4e0d\u540c\u7684\u903b\u8f91\uff1aAI\u4e3b\u52a8\u5206\u6790\u5df2\u751f\u6210\u7684\u5c01\u9762\u56fe\uff0c\u7136\u540e\u5411\u7528\u6237\u53d1\u8d77\u4e00\u7cfb\u5217\u7ed3\u6784\u5316\u8be2\u95ee\uff0c\u7528\u6237\u9010\u4e00\u52fe\u9009\u786e\u8ba4\u540e\uff0cAI\u4f1a\u5c06\u8fd9\u4e9b\u9009\u62e9\u7ec4\u5408\u6210\u7ed3\u6784\u5316\u6307\u4ee4\uff0c\u6700\u7ec8\u751f\u6210\u5c01\u9762\u6587\u6848\u3002\u8fd9\u662fP9\uff08\u4ea7\u7269\u5230\u7ed3\u6784\u5316\u6307\u4ee4\uff09\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u8fd9\u4e9b\u8303\u5f0f\u4e0d\u4ec5\u89e3\u91ca\u4e86\u73b0\u6709\u5de5\u5177\u7684\u8bbe\u8ba1\u5dee\u5f02\uff0c\u66f4\u4e3a\u672a\u6765\u76f8\u5173\u6280\u672f\u4e0e\u670d\u52a1\u63d0\u4f9b\u4e86\u4e00\u5957\u53ef\u590d\u7528\u3001\u53ef\u7ec4\u5408\u7684\u201c\u8bbe\u8ba1\u8bcd\u5178\u201d\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u4ece\u5206\u6790\u5230\u521b\u9020-iai\u5982\u4f55\u6210\u4e3a-\u4ea4\u4e92\u521b\u65b0\u5f15\u64ce\">\u4ece\u5206\u6790\u5230\u521b\u9020\uff1aIAI\u5982\u4f55\u6210\u4e3a\u201c\u4ea4\u4e92\u521b\u65b0\u5f15\u64ce\u201d<\/h2>\n\n\n\n<p>IAI\u6a21\u578b\u7684\u7b2c\u4e09\u91cd\u4ef7\u503c\uff0c\u5728\u4e8e\u5176<strong>\u751f\u6210\u529b\uff08Generative Power\uff09<\/strong>\u3002\u8be5\u80fd\u529b\u4e0d\u4ec5\u80fd\u5206\u6790\u5df2\u6709\u8303\u5f0f\uff0c\u8fd8\u80fd\u8bbe\u8ba1\u51fa\u5168\u65b0\u7684\u4ea4\u4e92\u65b9\u5f0f\u3002\u6bd4\u5982\u5e94\u7528IAI\u6a21\u578b\u63a8\u5bfc\u65b0\u573a\u666f\u4e0b\u7684\u4ea4\u4e92\u8303\u5f0f\uff0c\u5fae\u8c03\u8303\u5f0f\u56fe\u7ed3\u6784\uff0c\u7cbe\u5316\u73b0\u6709\u5de5\u5177\u7684\u4ea4\u4e92\u8bbe\u8ba1\uff0c\u6216\u8005\u501f\u52a9IAI\u6a21\u578b\u63a8\u6f14\u5168\u65b0\u7684\u539f\u5b50\u8303\u5f0f\u3002<\/p>\n\n\n\n<p>\u7814\u7a76\u56e2\u961f\u4eceP11\u8303\u5f0f\uff08\u57fa\u4e8e\u4ea7\u7269\u7684\u63d0\u793a\u8bcd\u589e\u5f3a\uff09\u51fa\u53d1\uff0c\u901a\u8fc7&#8221;\u53cd\u8f6c&#8221;\u5bf9\u8bdd\u53d1\u8d77\u65b9\uff0c\u63a8\u6f14\u51fa\u4e00\u79cd\u5c1a\u672a\u88ab\u5145\u5206\u63a2\u7d22\u7684AI\u4e3b\u52a8\u53d1\u8d77\u4ea4\u4e92\u7684\u65b0\u8303\u5f0f\u3002\u60f3\u8c61\u4e00\u4e0b\uff0c\u5f53\u4f60\u8d70\u8fdb\u98df\u5802\uff0cAR\u773c\u955c\u4e2d\u7684\u4e2a\u4ebaAI\u52a9\u7406\u53ef\u57fa\u4e8e\u73af\u5883\u611f\u77e5\u4e0e\u7528\u6237\u5386\u53f2\u504f\u597d\uff0c\u4e3b\u52a8\u63a8\u9001\u4e2a\u6027\u5316\u996e\u98df\u5efa\u8bae\uff0c\u5e76\u63d0\u4f9b\u53ef\u8c03\u8282\u8364\u7d20\u6bd4\u4f8b\u7684\u7ed3\u6784\u5316\u63a7\u4ef6\uff0c\u800c\u8fd9\u6574\u4e2a\u8fc7\u7a0b\u90fd\u65e0\u9700\u7528\u6237\u53d1\u8d77\u8bf7\u6c42\u3002\u8fd9\u4e00\u5e94\u7528\u573a\u666f\uff0c\u6b63\u662fIAI\u6a21\u578b\u4ece\u5df2\u6709\u8303\u5f0f\u4e2d&#8221;\u63a8\u5bfc&#8221;\u51fa\u6765\u7684\uff0c\u6307\u5411\u4e86\u66f4\u4e3b\u52a8\u3001\u66f4\u60c5\u5883\u611f\u77e5\u7684\u4eba\u673a\u534f\u4f5c\u65b0\u65b9\u5411\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-large is-resized\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"144\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/04\/640-4-1-1024x144.webp\" alt=\"Diagram\" class=\"wp-image-1169985\" style=\"width:811px;height:auto\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/04\/640-4-1-1024x144.webp 1024w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/04\/640-4-1-300x42.webp 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/04\/640-4-1-768x108.webp 768w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/04\/640-4-1-240x34.webp 240w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2026\/04\/640-4-1.webp 1080w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u56fe4\uff1a \u4f7f\u7528IAI\u6a21\u578b\u521b\u65b0\u4ea4\u4e92\u8bbe\u8ba1\u8303\u5f0f\u7684\u4f8b\u5b50<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-left\" id=\"\u4e3a\u4e0b\u4e00\u4ee3\u4eba\u673a\u534f\u4f5c\u5960\u5b9a\u57fa\u7840\">\u4e3a\u4e0b\u4e00\u4ee3\u4eba\u673a\u534f\u4f5c\u5960\u5b9a\u57fa\u7840<\/h2>\n\n\n\n<p>\u4ece\u65e9\u671f\u7684\u201c\u547d\u4ee4\u884c\u201d\u5230\u56fe\u5f62\u754c\u9762\u7684\u201c\u76f4\u63a5\u64cd\u7eb5\u201d\uff0c\u4eba\u673a\u4ea4\u4e92\u7684\u6f14\u8fdb\u672c\u8d28\u4e0a\u662f\u5728\u4e0d\u65ad\u964d\u4f4e\u8868\u8fbe\u610f\u56fe\u7684\u95e8\u69db\u3002\u751f\u6210\u5f0fAI\u7684\u51fa\u73b0\u5e26\u6765\u4e86\u524d\u6240\u672a\u6709\u7684\u80fd\u529b\u4e0a\u9650\uff0c\u800c IAI\u6a21\u578b\u5219\u4e3a\u5176\u63d0\u4f9b\u4e86\u4e00\u5957\u66f4\u7cbe\u51c6\u3001\u66f4\u7075\u6d3b\u7684\u201c\u795e\u7ecf\u63a5\u53e3\u201d\u3002<\/p>\n\n\n\n<p>\u8fd9\u9879\u7814\u7a76\u4e5f\u9884\u793a\u7740\u4e00\u4e2a\u91cd\u8981\u7684\u8f6c\u53d8\uff0c\u4eba\u673a\u4ea4\u4e92\u8bbe\u8ba1\u6b63\u5728\u4ece\u201c\u63d0\u793a\u8bcd\u5de5\u7a0b\uff08Prompt Engineering\uff09\u201d\u8d70\u5411\u66f4\u5177\u5305\u5bb9\u6027\u7684\u201c\u6307\u4ee4\u8bbe\u8ba1\uff08Instruction Design\uff09\u201d\u3002 \u672a\u6765\uff0cIAI\u6a21\u578b\u6709\u671b\u6210\u4e3a\u5168\u7403AI\u5f00\u53d1\u8005\u3001\u4ea7\u54c1\u7ecf\u7406\u4e0e\u4ea4\u4e92\u8bbe\u8ba1\u5e08\u7684\u901a\u7528\u8bed\u8a00\uff0c\u63a8\u52a8\u6784\u5efa\u66f4\u52a0\u900f\u660e\u3001\u53ef\u63a7\u4e14\u5bcc\u6709\u521b\u9020\u529b\u7684\u4eba\u673a\u534f\u540c\u8303\u5f0f\u3002<\/p>\n\n\n\n<p><strong>Interaction-Augmented Instruction: Modeling the Synergy of Prompts and Interactions in Human-GenAI Collaboration<\/strong><\/p>\n\n\n\n<p>\u8bba\u6587\u94fe\u63a5\uff1a<a href=\"https:\/\/www.microsoft.com\/en-us\/research\/publication\/interaction-augmented-instruction-modeling-the-synergy-of-prompts-and-interactions-in-human-genai-collaboration\/\">https:\/\/www.microsoft.com\/en-us\/research\/publication\/interaction-augmented-instruction-modeling-the-synergy-of-prompts-and-interactions-in-human-genai-collaboration\/<\/a><\/p>\n\n\n\n<p><em>*\u672c\u7814\u7a76\u7531\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662AFMR\u5408\u4f5c\u9879\u76ee\u53ca\u9999\u6e2f\u7814\u7a76\u8d44\u52a9\u5c40GRF\u9879\u76ee\u5171\u540c\u652f\u6301<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u968f\u7740\u751f\u6210\u5f0fAI\u9010\u6b65\u8d70\u5165\u8bbe\u8ba1\u3001\u6570\u636e\u5206\u6790\u548c\u7a0b\u5e8f\u5f00\u53d1\u7b49\u5de5\u4f5c\u6d41\u7a0b\uff0c\u751a\u81f3\u70b9\u9910\u3001\u8d2d\u7269\u7b49\u751f\u6d3b\u573a\u666f\uff0c\u4eba\u4eec\u5f00\u59cb\u9891\u7e41\u4e0eAI\u201c\u5bf9\u8bdd\u201d\u3002\u7136\u800c\uff0c\u8bbe\u8ba1\u5e08\u53cd\u590d\u4fee\u6539\u63d0\u793a\u8bcd\u5374\u59cb\u7ec8\u96be\u4ee5\u8d34\u8fd1\u5fc3\u4e2d\u7684\u753b\u9762\uff1b\u6570\u636e\u5206\u6790\u5e08\u96be\u4ee5\u7528\u6587\u5b57\u7cbe\u786e\u6307\u4ee3\u56fe\u8868\u5c40\u90e8\uff1b\u7a0b\u5e8f\u5458\u4e5f\u5f88\u96be\u4ec5\u51ed\u6587\u5b57\u5c31\u8ba9AI\u51c6\u786e\u7406\u89e3\u7279\u5b9a\u7684\u4ee3\u7801\u7ed3\u6784\u2014\u2014\u201c\u8bf4\u4e0d\u6e05\u695a\u201d\uff0c\u6b63\u6210\u4e3a\u751f\u6210\u5f0fAI\u65f6\u4ee3\u666e\u904d\u5b58\u5728\u7684\u4ea4\u4e92\u74f6\u9888\u3002 \u6587\u5b57\u63d0\u793a\u7075\u6d3b\u5374\u5929\u7136\u6a21\u7cca\uff0cGUI\u754c\u9762\u4ea4\u4e92\u7cbe\u51c6\u5374\u8868\u8fbe\u53d7\u9650\uff0c\u4e24\u8005\u4e4b\u95f4\u59cb\u7ec8\u7f3a\u5c11\u4e00\u5ea7\u8fde\u63a5\u7528\u6237\u610f\u56fe\u4e0eAI\u7406\u89e3\u7684\u6865\u6881\u3002 \u4e3a\u7cfb\u7edf\u6027\u7834\u89e3\u8fd9\u4e00\u96be\u9898\uff0c\u6765\u81ea\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u3001\u9999\u6e2f\u79d1\u6280\u5927\u5b66\u548c\u4f5b\u7f57\u91cc\u8fbe\u5dde\u7acb\u5927\u5b66\u7684\u7814\u7a76\u56e2\u961f\uff0c\u5728\u4eba\u673a\u4ea4\u4e92\u9886\u57df\u9876\u7ea7\u4f1a\u8baeACM CHI 2026\u4e0a\u63d0\u51fa\u4e86\u4ea4\u4e92\u589e\u5f3a\u6307\u4ee4\uff08Interaction-Augmented Instruction\uff0cIAI\uff09\u6a21\u578b\uff0c\u5e76\u8363\u83b7CHI 2026\u6700\u4f73\u8bba\u6587\u8363\u8a89\u63d0\u540d\u5956\uff08Best Paper Honorable Mention\uff09\u3002\u8be5\u5de5\u4f5c\u5c1d\u8bd5\u4ece\u6839\u672c\u4e0a\u56de\u7b54\u4e00\u4e2a\u5173\u952e\u95ee\u9898\uff1a\u5982\u4f55\u8ba9\u4eba\u7c7b\u7684\u610f\u56fe\uff0c\u88abAI\u66f4\u51c6\u786e\u5730\u7406\u89e3\u4e0e\u6267\u884c\uff1f \u70b9\u51fb\u6587\u672b\u76f8\u5173\u94fe\u63a5\uff0c\u4e86\u89e3\u66f4\u591a\u6280\u672f\u8be6\u60c5\u3002 IAI\u6a21\u578b\u9996\u5148\u89e3\u51b3\u7684\u662f\u201c\u5982\u4f55\u63cf\u8ff0\u4eba\u4e0eAI\u7684\u4ea4\u6d41\u201d\uff0c\u4e5f\u5c31\u662f\u63cf\u8ff0\u529b\uff08Descriptive Power\uff09\u3002\u7814\u7a76\u56e2\u961f\u4ece\u4e24\u6761\u6700\u57fa\u672c\u7684\u4eba\u673a\u4ea4\u4e92\u8def\u5f84\u51fa\u53d1\u2014\u2014&#8221;\u63d0\u793a\u8bcd\u9a71\u52a8\u751f\u6210&#8221;\u4e0e&#8221;GUI\u76f4\u63a5\u64cd\u4f5c\u4ea7\u7269&#8221;\uff0c\u63d0\u70bc\u51fa\u516d\u4e2a\u4e0d\u53ef\u6216\u7f3a\u7684\u6838\u5fc3\u5b9e\u4f53\uff1a\u4eba\u7c7b\uff08Human, H\uff09\u3001\u4ea4\u4e92\uff08Interaction, I\uff09\u3001\u6587\u5b57\u63d0\u793a\uff08Text Prompt, T\uff09\u3001\u589e\u5f3a\u6307\u4ee4\uff08Interaction-Augmented Instruction, Aug\uff09\u3001\u751f\u6210\u5f0fAI\uff08GenAI, G\uff09\u3001\u4ea7\u7269\uff08Artifact, A\uff09\u3002 \u5176\u4e2d\u6700\u5173\u952e\u7684\u521b\u65b0\uff0c\u662f\u5f15\u5165\u4e86&#8221;\u589e\u5f3a\u6307\u4ee4\uff08Aug\uff09&#8221;\u8fd9\u4e00\u72ec\u7acb\u5b9e\u4f53\uff0c\u4ee3\u8868\u8d85\u8d8a\u6587\u672c\u4e4b\u5916\u7684\u6307\u4ee4\u4fe1\u606f\u3002\u5c06Aug\u4f5c\u4e3aAI\u7684\u663e\u5f0f\u8f93\u5165\uff0c\u8ba9\u7814\u7a76\u8005\u4e0e\u8bbe\u8ba1\u8005\u80fd\u591f\u6e05\u6670\u5730\u6bd4\u8f83\u4e0d\u540c\u5de5\u5177\u5728&#8221;\u5982\u4f55\u628a\u4eba\u7684\u610f\u56fe\u7ffb\u8bd1\u6210AI\u80fd\u7406\u89e3\u7684\u4fe1\u606f&#8221;\u8fd9\u4e00\u6838\u5fc3\u95ee\u9898\u4e0a\u7684\u672c\u8d28\u5dee\u5f02\u3002 \u73b0\u5b9e\u4e2d\uff0c\u4ea4\u4e92\u5bf9\u6307\u4ee4\u7684\u8d21\u732e\u65b9\u5f0f\u5343\u5dee\u4e07\u522b\uff1a\u6709\u65f6\u4ea4\u4e92\u53ea\u662f\u64cd\u4f5c\u6587\u5b57\u672c\u8eab\uff0c\u5982\u70b9\u51fb\u66ff\u6362\u5173\u952e\u8bcd\uff0c\u63d0\u793a\u8bcd\u4f9d\u7136\u4ee5\u7eaf\u6587\u672c\u76f4\u63a5\u9001\u5165AI\uff0c\u5e76\u672a\u5f15\u5165Aug\uff1b\u6709\u65f6\u4ea4\u4e92\u5728\u64cd\u4f5c\u6587\u672c\u4e4b\u4f59\u8fd8\u5f15\u5165\u4e86\u989d\u5916\u7684\u4fe1\u606f\uff0c\u5982\u5c06\u591a\u4e2a\u63d0\u793a\u8bcd\u7247\u6bb5\u7ec4\u7ec7\u6210\u5c42\u7ea7\u6811\uff0c\u7ec4\u7ec7\u903b\u8f91\u672c\u8eab\u88ab\u7f16\u7801\u8fdbAug\uff0c\u9001\u5165AI\uff1b\u6709\u65f6\u4ea4\u4e92\u76f4\u63a5\u643a\u5e26\u975e\u8bed\u8a00\u4fe1\u606f\uff0c\u5982\u624b\u7ed8\u7d20\u63cf\u6216\u7a7a\u95f4\u6807\u6ce8\uff0c\u88ab\u7f16\u7801\u4e3a\u50cf\u7d20\u63a9\u7801\u3001\u5750\u6807\u8303\u56f4\u540e\uff0c\u4e0e\u6587\u5b57\u5171\u540c\u6784\u6210\u590d\u5408\u6307\u4ee4\uff1b\u6709\u65f6\u4ea4\u4e92\u76f4\u63a5\u4f5c\u7528\u4e8e\u4ea7\u7269\u800c\u4e0d\u4ea7\u751fAug\uff0c\u5982\u62d6\u52a8\u6ed1\u5757\u8c03\u6574\u8272\u8c03\uff1b\u8fd8\u6709\u65f6\u4e0e\u4ea7\u7269\u7684\u4ea4\u4e92\u7ed3\u679c\uff0c\u6bd4\u5982\u7528\u6237\u6846\u9009\u7684\u56fe\u50cf\u533a\u57df\u3001\u9ad8\u4eae\u7684\u4ee3\u7801\u7247\u6bb5\uff0c\u4f5c\u4e3a\u5177\u4f53\u5f15\u7528\u4e0e\u6587\u5b57\u63cf\u8ff0\u5171\u540c\u6784\u6210Aug\u9001\u5165AI\u3002\u6b63\u662f\u901a\u8fc7Aug\u8fd9\u4e00\u5b9e\u4f53\uff0cIAI\u6a21\u578b\u5f97\u4ee5\u5728\u540c\u4e00\u6846\u67b6\u4e0b\u7cbe\u786e\u523b\u753b\u8fd9\u4e9b\u5dee\u5f02\uff0c\u800c\u4e0d\u662f\u5c06\u5b83\u4eec\u7b3c\u7edf\u5f52\u5165&#8221;\u975e\u6587\u672c\u4ea4\u4e92&#8221;\u7684\u5bbd\u6cdb\u6807\u7b7e\u3002 \u6700\u7ec8\uff0c\u7814\u7a76\u56e2\u961f\u5728\u4e25\u683c\u7684\u8bed\u4e49\u539f\u5219\u7ea6\u675f\u4e0b\u4fdd\u7559\u4e8612\u6761\u6709\u610f\u4e49\u7684\u5b9e\u4f53\u95f4\u5173\u7cfb\uff0c\u6784\u5efa\u51fa\u4e00\u5f20\u65e2\u7b80\u6d01\u3001\u7cbe\u786e\u53c8\u5bcc\u6709\u8868\u8fbe\u529b\u7684\u5b9e\u4f53-\u5173\u7cfb\u56fe\uff0c\u5c06\u7eb7\u7e41\u590d\u6742\u4e14\u573a\u666f\u591a\u6837\u7684\u4eba\u673a\u4ea4\u4e92\u6d41\u7a0b&#8221;\u7ffb\u8bd1&#8221;\u6210\u53ef\u6bd4\u8f83\u3001\u53ef\u5206\u6790\u7684\u7ed3\u6784\u5316\u8bed\u8a00\u3002 \u57fa\u4e8eIAI\u6a21\u578b\uff0c\u7814\u7a76\u56e2\u961f\u7cfb\u7edf\u68b3\u7406\u4e8666\u4e2a\u7ed3\u5408\u4e86\u63d0\u793a\u8bcd\u4e0e\u56fe\u5f62\u4ea4\u4e92\u7684AI\u5de5\u5177\uff0c\u5c06\u6bcf\u4e2a\u5de5\u5177\u7684\u4ea4\u4e92\u6d41\u7a0b\u5206\u89e3\u4e3a\u4e00\u4e2a\u6216\u591a\u4e2a&#8221;\u539f\u5b50\u8303\u5f0f\u56fe&#8221;\uff0c\u5e76\u5f52\u7eb3\u51fa12\u79cd\u5177\u6709\u4ee3\u8868\u6027\u7684\u539f\u5b50\u4ea4\u4e92\u8303\u5f0f (P1-P12)\uff0c\u5145\u5206\u9a8c\u8bc1\u4e86IAI\u6a21\u578b\u7684\u7cbe\u51c6\u533a\u522b\u4e0d\u540c\u4ea4\u4e92\u65b9\u5f0f\u7684\u80fd\u529b\uff0c\u4e5f\u5c31\u662f\u5224\u522b\u529b\uff08Discriminative Power\uff09\u3002&nbsp; \u4ee5\u751f\u6210\u6742\u5fd7\u5c01\u9762\u7684\u4efb\u52a1\u4e3a\u4f8b\uff0c\u53ef\u4ee5\u770b\u5230\u4e0d\u540c\u8303\u5f0f\u7684\u5dee\u5f02\u53d8\u5f97\u6e05\u6670\u53ef\u611f\u3002\u5728\u4f7f\u7528AI\u6267\u884c\u751f\u6210\u4efb\u52a1\u4e4b\u524d\uff1a \u5524\u9192AI\u6267\u884c\u4e00\u6b21\u751f\u6210\u4efb\u52a1\u4e4b\u540e\uff0c\u4ea4\u4e92\u8303\u5f0f\u66f4\u52a0\u4e30\u5bcc\u591a\u6837\uff1a \u8fd9\u4e9b\u8303\u5f0f\u4e0d\u4ec5\u89e3\u91ca\u4e86\u73b0\u6709\u5de5\u5177\u7684\u8bbe\u8ba1\u5dee\u5f02\uff0c\u66f4\u4e3a\u672a\u6765\u76f8\u5173\u6280\u672f\u4e0e\u670d\u52a1\u63d0\u4f9b\u4e86\u4e00\u5957\u53ef\u590d\u7528\u3001\u53ef\u7ec4\u5408\u7684\u201c\u8bbe\u8ba1\u8bcd\u5178\u201d\u3002 IAI\u6a21\u578b\u7684\u7b2c\u4e09\u91cd\u4ef7\u503c\uff0c\u5728\u4e8e\u5176\u751f\u6210\u529b\uff08Generative Power\uff09\u3002\u8be5\u80fd\u529b\u4e0d\u4ec5\u80fd\u5206\u6790\u5df2\u6709\u8303\u5f0f\uff0c\u8fd8\u80fd\u8bbe\u8ba1\u51fa\u5168\u65b0\u7684\u4ea4\u4e92\u65b9\u5f0f\u3002\u6bd4\u5982\u5e94\u7528IAI\u6a21\u578b\u63a8\u5bfc\u65b0\u573a\u666f\u4e0b\u7684\u4ea4\u4e92\u8303\u5f0f\uff0c\u5fae\u8c03\u8303\u5f0f\u56fe\u7ed3\u6784\uff0c\u7cbe\u5316\u73b0\u6709\u5de5\u5177\u7684\u4ea4\u4e92\u8bbe\u8ba1\uff0c\u6216\u8005\u501f\u52a9IAI\u6a21\u578b\u63a8\u6f14\u5168\u65b0\u7684\u539f\u5b50\u8303\u5f0f\u3002 \u7814\u7a76\u56e2\u961f\u4eceP11\u8303\u5f0f\uff08\u57fa\u4e8e\u4ea7\u7269\u7684\u63d0\u793a\u8bcd\u589e\u5f3a\uff09\u51fa\u53d1\uff0c\u901a\u8fc7&#8221;\u53cd\u8f6c&#8221;\u5bf9\u8bdd\u53d1\u8d77\u65b9\uff0c\u63a8\u6f14\u51fa\u4e00\u79cd\u5c1a\u672a\u88ab\u5145\u5206\u63a2\u7d22\u7684AI\u4e3b\u52a8\u53d1\u8d77\u4ea4\u4e92\u7684\u65b0\u8303\u5f0f\u3002\u60f3\u8c61\u4e00\u4e0b\uff0c\u5f53\u4f60\u8d70\u8fdb\u98df\u5802\uff0cAR\u773c\u955c\u4e2d\u7684\u4e2a\u4ebaAI\u52a9\u7406\u53ef\u57fa\u4e8e\u73af\u5883\u611f\u77e5\u4e0e\u7528\u6237\u5386\u53f2\u504f\u597d\uff0c\u4e3b\u52a8\u63a8\u9001\u4e2a\u6027\u5316\u996e\u98df\u5efa\u8bae\uff0c\u5e76\u63d0\u4f9b\u53ef\u8c03\u8282\u8364\u7d20\u6bd4\u4f8b\u7684\u7ed3\u6784\u5316\u63a7\u4ef6\uff0c\u800c\u8fd9\u6574\u4e2a\u8fc7\u7a0b\u90fd\u65e0\u9700\u7528\u6237\u53d1\u8d77\u8bf7\u6c42\u3002\u8fd9\u4e00\u5e94\u7528\u573a\u666f\uff0c\u6b63\u662fIAI\u6a21\u578b\u4ece\u5df2\u6709\u8303\u5f0f\u4e2d&#8221;\u63a8\u5bfc&#8221;\u51fa\u6765\u7684\uff0c\u6307\u5411\u4e86\u66f4\u4e3b\u52a8\u3001\u66f4\u60c5\u5883\u611f\u77e5\u7684\u4eba\u673a\u534f\u4f5c\u65b0\u65b9\u5411\u3002 \u4ece\u65e9\u671f\u7684\u201c\u547d\u4ee4\u884c\u201d\u5230\u56fe\u5f62\u754c\u9762\u7684\u201c\u76f4\u63a5\u64cd\u7eb5\u201d\uff0c\u4eba\u673a\u4ea4\u4e92\u7684\u6f14\u8fdb\u672c\u8d28\u4e0a\u662f\u5728\u4e0d\u65ad\u964d\u4f4e\u8868\u8fbe\u610f\u56fe\u7684\u95e8\u69db\u3002\u751f\u6210\u5f0fAI\u7684\u51fa\u73b0\u5e26\u6765\u4e86\u524d\u6240\u672a\u6709\u7684\u80fd\u529b\u4e0a\u9650\uff0c\u800c IAI\u6a21\u578b\u5219\u4e3a\u5176\u63d0\u4f9b\u4e86\u4e00\u5957\u66f4\u7cbe\u51c6\u3001\u66f4\u7075\u6d3b\u7684\u201c\u795e\u7ecf\u63a5\u53e3\u201d\u3002 \u8fd9\u9879\u7814\u7a76\u4e5f\u9884\u793a\u7740\u4e00\u4e2a\u91cd\u8981\u7684\u8f6c\u53d8\uff0c\u4eba\u673a\u4ea4\u4e92\u8bbe\u8ba1\u6b63\u5728\u4ece\u201c\u63d0\u793a\u8bcd\u5de5\u7a0b\uff08Prompt Engineering\uff09\u201d\u8d70\u5411\u66f4\u5177\u5305\u5bb9\u6027\u7684\u201c\u6307\u4ee4\u8bbe\u8ba1\uff08Instruction Design\uff09\u201d\u3002 \u672a\u6765\uff0cIAI\u6a21\u578b\u6709\u671b\u6210\u4e3a\u5168\u7403AI\u5f00\u53d1\u8005\u3001\u4ea7\u54c1\u7ecf\u7406\u4e0e\u4ea4\u4e92\u8bbe\u8ba1\u5e08\u7684\u901a\u7528\u8bed\u8a00\uff0c\u63a8\u52a8\u6784\u5efa\u66f4\u52a0\u900f\u660e\u3001\u53ef\u63a7\u4e14\u5bcc\u6709\u521b\u9020\u529b\u7684\u4eba\u673a\u534f\u540c\u8303\u5f0f\u3002 Interaction-Augmented Instruction: Modeling the Synergy of Prompts and Interactions in Human-GenAI Collaboration \u8bba\u6587\u94fe\u63a5\uff1ahttps:\/\/www.microsoft.com\/en-us\/research\/publication\/interaction-augmented-instruction-modeling-the-synergy-of-prompts-and-interactions-in-human-genai-collaboration\/ 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