{"id":1148943,"date":"2025-09-02T01:52:43","date_gmt":"2025-09-02T08:52:43","guid":{"rendered":"https:\/\/www.microsoft.com\/en-us\/research\/?post_type=msr-blog-post&#038;p=1148943"},"modified":"2025-09-02T01:52:45","modified_gmt":"2025-09-02T08:52:45","slug":"screen-reader-users-in-the-vibe-coding-era","status":"publish","type":"msr-blog-post","link":"https:\/\/www.microsoft.com\/en-us\/research\/articles\/screen-reader-users-in-the-vibe-coding-era\/","title":{"rendered":"Vibe Coding\u80fd\u5426\u8d4b\u4e88\u5c4f\u5e55\u9605\u8bfb\u5668\u5f00\u53d1\u8005\u201c\u7f16\u7a0b\u8d85\u80fd\u529b\u201d\uff1f"},"content":{"rendered":"\n<p>\u7f16\u8005\u6309\uff1a\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u7684\u6301\u7eed\u53d1\u5c55\u6b63\u5728\u6539\u53d8\u4eba\u4e0e\u6570\u5b57\u7cfb\u7edf\u4ea4\u4e92\u3001\u6267\u884c\u4efb\u52a1\u53ca\u534f\u540c\u5de5\u4f5c\u7684\u6a21\u5f0f\u3002\u5728\u4f17\u591a\u9886\u57df\u4e2d\uff0c\u8f6f\u4ef6\u5f00\u53d1\u65e0\u7591\u662f\u53d8\u9769\u6700\u4e3a\u663e\u8457\u7684\u4e00\u4e2a\u3002AI \u7f16\u7a0b\u5de5\u5177\u5927\u5927\u63d0\u5347\u4e86\u7f16\u7801\u6548\u7387\uff0c\u5c24\u5176\u5bf9\u4f9d\u8d56\u5c4f\u5e55\u9605\u8bfb\u5668\u7684\u89c6\u529b\u53d7\u635f\u5f00\u53d1\u8005\u800c\u8a00\uff0c\u65b0\u5174\u7684\u201cVibe Coding\uff08\u6c1b\u56f4\u7f16\u7a0b\uff09\u201d\u6a21\u5f0f\u66f4\u662f\u5e26\u6765\u4e86\u524d\u6240\u672a\u6709\u7684\u53ef\u80fd\u3002<\/p>\n\n\n\n<p>\u7136\u800c\uff0c\u5c4f\u5e55\u9605\u8bfb\u5668\u7528\u6237\u5982\u4f55\u4e0e AI \u7f16\u7a0b\u5de5\u5177\u534f\u4f5c\uff1f\u8fd9\u4e9b\u5de5\u5177\u53c8\u5c06\u5982\u4f55\u8d4b\u80fd\u4ed6\u4eec\uff1f\u4ed6\u4eec\u5728\u4f7f\u7528 AI \u7f16\u7a0b\u5de5\u5177\u65f6\u662f\u5426\u4f1a\u9047\u5230\u65b0\u7684\u6311\u6218\uff1f\u5e26\u7740\u8fd9\u4e9b\u7591\u95ee\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7684\u7814\u7a76\u5458\u4eec\u57fa\u4e8e GitHub Copilot\uff0c\u7814\u7a76\u4e86\u5c4f\u5e55\u9605\u8bfb\u5668\u7528\u6237\u5728\u5b9e\u9645\u7f16\u7a0b\u573a\u666f\u4e2d\u4e0e AI \u7f16\u7a0b\u5de5\u5177\u7684\u4e92\u52a8\uff0c\u5256\u6790\u4e86\u8fd9\u4e9b\u5de5\u5177\u5bf9\u5176\u5de5\u4f5c\u6d41\u7a0b\u7684\u5f71\u54cd\uff0c\u5e76\u63a2\u8ba8\u4e86\u9762\u4e34\u7684\u5404\u7c7b\u6311\u6218\uff0c\u76f8\u5e94\u63d0\u51fa\u4e86\u5207\u5b9e\u53ef\u884c\u7684\u8bbe\u8ba1\u4f18\u5316\u5efa\u8bae\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u6839\u636e Stack Overflow 2022 \u5e74\u7684\u8c03\u7814\u6570\u636e\u663e\u793a\uff0c\u5728\u5168\u7403\u7684\u7a0b\u5e8f\u5458\u7fa4\u4f53\u4e2d\uff0c\u7ea61.7%\u7684\u4eba\u5b58\u5728\u89c6\u529b\u53d7\u635f\u95ee\u9898\uff0c\u4ed6\u4eec\u4f9d\u8d56\u5c4f\u5e55\u9605\u8bfb\u5668\u8fdb\u884c\u7f16\u7a0b\u3002\u4f46\u5c4f\u5e55\u9605\u8bfb\u5668\u7528\u6237\u4f7f\u7528\u5f00\u53d1\u5de5\u5177\u65f6\uff0c\u5728\u5bfc\u822a\u3001\u7406\u89e3\u3001\u7f16\u8f91\u3001\u8c03\u8bd5\u548c\u7565\u8bfb\u4ee3\u7801\u7b49\u65b9\u9762\u90fd\u9762\u4e34\u7740\u91cd\u91cd\u6311\u6218\u3002<\/p>\n\n\n\n<figure class=\"wp-block-video\"><video height=\"720\" style=\"aspect-ratio: 1280 \/ 720;\" width=\"1280\" controls src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/09\/\u5c4f\u5e55\u9605\u8bfb\u5668\u7528\u6237\u4ee54\u500d\u901f\u5ea6\u5ba1\u67e5\u4ee3\u7801.mp4\"><\/video><figcaption class=\"wp-element-caption\">\u5c4f\u5e55\u9605\u8bfb\u5668\u7528\u6237\u4ee54\u500d\u901f\u5ea6\u5ba1\u67e5\u4ee3\u7801<\/figcaption><\/figure>\n\n\n\n<p>\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u98de\u901f\u53d1\u5c55\uff0c\u4e3a\u8fd9\u4e00\u7fa4\u4f53\u5e26\u6765\u4e86\u65b0\u7684\u53ef\u80fd\u3002\u5168\u65b0\u7684 \u201cVibe Coding\uff08\u6c1b\u56f4\u7f16\u7a0b\uff09\u201d\u4ea4\u4e92\u8303\u5f0f\uff0c\u8ba9\u5f00\u53d1\u8005\u80fd\u591f\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u8868\u8fbe\u7f16\u7801\u610f\u56fe\uff0c\u7531\u4eba\u5de5\u667a\u80fd\u534f\u52a9\u5b8c\u6210\u9700\u6c42\u5206\u6790\u548c\u4ee3\u7801\u5b9e\u73b0\u3002\u50cf GitHub Copilot \u8fd9\u6837\u7684 AI \u7f16\u7a0b\u52a9\u624b\uff0c\u6b63\u5728\u9010\u6b65\u6253\u7834\u4f20\u7edf\u7f16\u7a0b\u7684\u9650\u5236\uff0c\u5b9e\u73b0\u66f4\u52a0\u667a\u80fd\u3001\u9ad8\u6548\u7684\u7f16\u7a0b\u65b9\u5f0f\u3002<\/p>\n\n\n\n<p>\u4e3a\u4e86\u6df1\u5165\u4e86\u89e3\u5c4f\u5e55\u9605\u8bfb\u5668\u7528\u6237\u5728\u4f7f\u7528 AI \u7f16\u7a0b\u5de5\u5177\u65f6\u7684\u771f\u5b9e\u4f53\u9a8c\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7684\u7814\u7a76\u5458\u4eec\u57fa\u4e8e Visual Studio Code\uff08VS Code\uff09\u4e2d\u7684 GitHub Copilot\uff0c\u5f00\u5c55\u4e86\u4e00\u9879\u5173\u4e8e\u5c4f\u5e55\u9605\u8bfb\u5668\u7528\u6237\u4e0e AI \u7f16\u7a0b\u5de5\u5177\u4ea4\u4e92\u884c\u4e3a\u7684\u7814\u7a76\u3002\u7ed3\u679c\u8868\u660e\uff0cAI \u7f16\u7a0b\u52a9\u624b\u4e0d\u4ec5\u63d0\u5347\u4e86\u5c4f\u5e55\u9605\u8bfb\u5668\u7528\u6237\u7684\u7f16\u7a0b\u80fd\u529b\uff0c\u8fd8\u5728 UI \u5f00\u53d1\u7b49\u9886\u57df\u5f25\u5408\u4e86\u65e0\u969c\u788d\u5f00\u53d1\u4e2d\u7684\u4f53\u9a8c\u5dee\u8ddd\u3002<\/p>\n\n\n\n<p><strong>\u5c4f\u5e55\u9605\u8bfb\u5668\u7528\u6237\u5bf9GitHub Copilot\u7684\u771f\u5b9e\u4f7f\u7528\u4f53\u9a8c\uff1a<\/strong><\/p>\n\n\n\n<div class=\"wp-block-group wp-block-quote is-style-spectrum is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<p style=\"font-size:1rem;font-style:italic;\">\u201c\u201c\u8fc7\u53bb\u6211\u53ea\u80fd\u505a\u540e\u7aef\u5f00\u53d1\uff0c\u89c6\u89c9\u969c\u788d\u8ba9\u6211\u96be\u4ee5\u5904\u7406 UI \u4efb\u52a1\u3002\u73b0\u5728\uff0c\u6211\u5c06\u7528\u6237\u53cd\u9988\u8f6c\u5316\u4e3a\u63d0\u793a\u8bed\u8ba9 GitHub Copilot \u4fee\u6539\uff0c\u968f\u540e\u8981\u6c42\u5b83\u68c0\u67e5\u751f\u6210\u7684\u4ee3\u7801\uff0c\u5e76\u53d1\u9001\u754c\u9762\u622a\u56fe\u8fdb\u884c\u590d\u6838\uff0c\u6211\u4e5f\u80fd\u4eb2\u81ea\u590d\u67e5\u4ee3\u7801\u3002\u8fd9\u6781\u5927\u5730\u7b80\u5316\u4e86\u6211\u7684\u5de5\u4f5c\u6d41\u7a0b\u3002\u201d<\/p>\n<p style=\"font-size:1rem;\">\u2014\u2014\u5f00\u53d1\u80051\uff08\u5168\u76f2\uff09<\/p>\n<\/div>\n<\/div>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"wp-block-group wp-block-quote is-style-spectrum is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<p style=\"font-size:1rem;font-style:italic;\">\u201c\u65e0\u969c\u788d\u4f53\u9a8c\u4e0d\u4ec5\u5728\u4e8e\u6dfb\u52a0\u6807\u7b7e\u6216\u5feb\u6377\u952e\u3002\u66f4\u591a\u7c7b\u578b\u7684\u63d0\u793a\uff0c\u5982\u97f3\u6548\u786e\u5b9e\u80fd\u5e2e\u52a9\u6211\u66f4\u597d\u5730\u7406\u89e3\u53d8\u66f4\u3002\u82e5\u6df7\u6742\u8fc7\u591a\u6587\u5b57\u63d0\u793a\uff0c\u53cd\u800c\u53ef\u80fd\u5e72\u6270\u6211\u5bf9\u4ee3\u7801\u7684\u7406\u89e3\u3002\u201d<\/p>\n<p style=\"font-size:1rem;\">\u2014\u2014\u5f00\u53d1\u80052\uff08\u5168\u76f2\uff09<\/p>\n<\/div>\n<\/div>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"wp-block-group wp-block-quote is-style-spectrum is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<p style=\"font-size:1rem;font-style:italic;\">\u201c\u6211\u559c\u6b22\u5148\u5728 Ask \u6a21\u5f0f\u4e0b\u8ba8\u8bba\u8ba1\u5212\u6216\u5bfb\u6c42\u89e3\u91ca\uff0c\u518d\u8ba9 GitHub Copilot \u5904\u7406\u6211\u7684\u6587\u4ef6\u3002\u201d<\/p>\n<p style=\"font-size:1rem;\">\u2014\u2014\u5f00\u53d1\u80053\uff08\u4f4e\u89c6\u529b\uff09<\/p>\n<\/div>\n<\/div>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"wp-block-group wp-block-quote is-style-spectrum is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<p style=\"font-size:1rem;font-style:italic;\">\u201c\u6211\u76f4\u63a5\u7528\u81ea\u7136\u8bed\u8a00\u8ba9 GitHub Copilot \u64a4\u9500\u64cd\u4f5c\uff0c\u7ed3\u679c\u6210\u529f\u4e86\u3002\u201d<\/p>\n<p style=\"font-size:1rem;\">\u2014\u2014\u5f00\u53d1\u80054\uff08\u5168\u76f2\uff09<\/p>\n<\/div>\n<\/div>\n\n\n\n<p><\/p>\n\n\n\n<div class=\"wp-block-group wp-block-quote is-style-spectrum is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-group is-layout-constrained wp-block-group-is-layout-constrained\">\n<p style=\"font-size:1rem;font-style:italic;\">\u201c\u6709\u4e86 GitHub Copilot \u8fd9\u6837\u7684\u4ee3\u7801\u52a9\u624b\uff0c\u7f16\u7a0b\u5165\u95e8\u53d8\u5f97\u8f7b\u677e\u8bb8\u591a\u3002\u65e5\u5e38\u751f\u6d3b\u4e2d\uff0c\u6211\u4eec\u603b\u6709\u5404\u79cd\u9700\u6c42\uff0c\u800c\u66f4\u4fbf\u6377\u7684\u7f16\u7a0b\u80fd\u529b\u80fd\u5e2e\u52a9\u6211\u4eec\u66f4\u597d\u5730\u6ee1\u8db3\u4e2a\u6027\u5316\u5b9a\u5236\u7684\u9700\u6c42\u3002\u201d<\/p>\n<p style=\"font-size:1rem;\">\u2014\u2014\u5f00\u53d1\u80055\uff08\u5168\u76f2\uff09<\/p>\n<\/div>\n<\/div>\n\n\n\n<p><\/p>\n\n\n\n<p>\u4eba\u5de5\u667a\u80fd\u5e26\u6765\u7684\u5168\u65b0\u4ea4\u4e92\u6a21\u5f0f\u4e0e\u4f7f\u7528\u6d41\u7a0b\uff0c\u4e0d\u4ec5\u62d3\u5c55\u4e86\u4eba\u673a\u534f\u4f5c\u7684\u6f5c\u529b\uff0c\u540c\u65f6\u4e5f\u4e3a\u63d0\u5347\u65e0\u969c\u788d\u4f53\u9a8c\u6307\u660e\u4e86\u4f18\u5316\u65b9\u5411\u3002\u57fa\u4e8e\u8fd9\u4e9b\u6d1e\u5bdf\uff0c\u7814\u7a76\u5458\u4eec\u63d0\u51fa\u4e86\u4e00\u7cfb\u5217\u4f18\u5316\u4eba\u5de5\u667a\u80fd\u8f85\u52a9\u7f16\u7a0b\u7684\u5efa\u8bae\uff0c\u4e3a\u6784\u5efa\u66f4\u52a0\u5305\u5bb9\u3001\u9ad8\u6548\u7684\u4eba\u673a\u4ea4\u4e92\u4e0e\u534f\u4f5c\u6a21\u5f0f\u63d0\u4f9b\u4e86\u6709\u4ef7\u503c\u7684\u5b9e\u8df5\u53c2\u8003\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u4e09\u9636\u6bb5\u5b9e\u9a8c\u63ed\u793a\u5c4f\u5e55\u9605\u8bfb\u5668\u7528\u6237\u4e0eai\u534f\u4f5c\u7684\u771f\u5b9e\u56fe\u666f\">\u4e09\u9636\u6bb5\u5b9e\u9a8c\u63ed\u793a\u5c4f\u5e55\u9605\u8bfb\u5668\u7528\u6237\u4e0eAI\u534f\u4f5c\u7684\u771f\u5b9e\u56fe\u666f<\/h2>\n\n\n\n<p>GitHub Copilot \u662f\u4e00\u6b3e AI \u7f16\u7a0b\u52a9\u624b\uff0c\u5b83\u4e25\u683c\u9075\u5faa\u4e07\u7ef4\u7f51\u8054\u76df(W3C)\u63d0\u4f9b\u7684\u65e0\u969c\u788d\u89c4\u8303\uff0c\u4e3a\u5c4f\u5e55\u9605\u8bfb\u5668\u7528\u6237\u63d0\u4f9b\u4e86\u8bf8\u591a\u4fbf\u5229\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4ee5\u97f3\u6548\u66ff\u4ee3\u89c6\u89c9\u63d0\u793a<\/strong>\uff1a\u5728 VS Code \u4e2d\uff0c\u4ee3\u7801\u7684\u589e\u3001\u5220\u3001\u6539\u64cd\u4f5c\u5206\u522b\u914d\u6709\u4e0d\u540c\u7684\u97f3\u6548\uff0c\u5c4f\u5e55\u9605\u8bfb\u5668\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u58f0\u97f3\u611f\u77e5\u4ee3\u7801\u7684\u52a8\u6001\u53d8\u5316\uff0c\u5f25\u8865\u4e86\u89c6\u89c9\u9ad8\u4eae\u4fe1\u606f\u7684\u7f3a\u5931\u3002<\/li>\n\n\n\n<li><strong>\u8f85\u52a9\u89c6\u56fe\u5b9e\u73b0\u6587\u672c\u5e73\u94fa<\/strong>\uff1a\u901a\u8fc7\u5c06\u6240\u6709\u754c\u9762\u5143\u7d20\u4ee5\u7eaf\u6587\u672c\u5f62\u5f0f\u5c55\u5f00\uff08\u7c7b\u4f3c\u8bb0\u4e8b\u672c\u89c6\u56fe\uff09\uff0c\u5c4f\u5e55\u9605\u8bfb\u5668\u7528\u6237\u53ef\u4ee5\u4ece\u4e0a\u81f3\u4e0b\u9010\u884c\u9605\u8bfb\uff0c\u63d0\u9ad8\u4fe1\u606f\u83b7\u53d6\u7684\u6548\u7387\u3002<\/li>\n\n\n\n<li><strong>\u591a\u6a21\u6001\u80fd\u529b\u6269\u5c55\u5e94\u7528\u573a\u666f<\/strong>\uff1aGitHub Copilot \u652f\u6301\u4e0a\u4f20\u56fe\u50cf\u7b49\u6587\u4ef6\uff0c\u53ef\u5c06\u7f51\u9875\u622a\u56fe\u3001\u786c\u4ef6\u5f15\u811a\u56fe\u7b49\u89c6\u89c9\u4fe1\u606f\u8f6c\u5316\u4e3a\u6587\u5b57\u89e3\u8bfb\uff0c\u5b9e\u73b0\u66f4\u667a\u80fd\u3001\u66f4\u7075\u6d3b\u7684\u7f16\u7a0b\u3002<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"684\" height=\"356\" src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/09\/screen-reader-users-in-the-vibe-coding-era-1.png\" alt=\"text\" class=\"wp-image-1148947\" srcset=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/09\/screen-reader-users-in-the-vibe-coding-era-1.png 684w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/09\/screen-reader-users-in-the-vibe-coding-era-1-300x156.png 300w, https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/09\/screen-reader-users-in-the-vibe-coding-era-1-240x125.png 240w\" sizes=\"auto, (max-width: 684px) 100vw, 684px\" \/><figcaption class=\"wp-element-caption\">\u56fe1\uff1aGitHub Copilot \u529f\u80fd\u793a\u610f\u56fe\u3002\u6838\u5fc3\u529f\u80fd\u5305\u62ec\u4ee3\u7801\u8865\u5168\u3001\u5185\u8054\u804a\u5929\u548c\u4e13\u7528\u804a\u5929\u9762\u677f\u3002\u804a\u5929\u9762\u677f\u5305\u542b\u4e09\u79cd\u4e0d\u540c\u6a21\u5f0f\uff1aAsk \u6a21\u5f0f\u3001Edit \u6a21\u5f0f\u3001Agent \u6a21\u5f0f\u3002<\/figcaption><\/figure>\n\n\n\n<p>\u4e3a\u5168\u9762\u4e86\u89e3\u7528\u6237\u4f53\u9a8c\uff0c\u7814\u7a76\u5458\u4eec\u62db\u52df\u4e8616\u540d\u4e0d\u540c\u6027\u522b\u3001\u4e0d\u540c\u8d44\u5386\u53ca\u4e0d\u540c\u89c6\u529b\u53d7\u635f\u7a0b\u5ea6\u7684\u5f00\u53d1\u4eba\u5458\uff0c\u8fdb\u884c\u4e86\u4e3a\u671f\u4e24\u5468\u7684\u4e09\u9636\u6bb5\u7814\u7a76\u3002<\/p>\n\n\n\n<p>\u7b2c\u4e00\u9636\u6bb5\u4e3a\u671f\u4e24\u5c0f\u65f6\uff0c\u7814\u7a76\u5458\u4eec\u4e3a\u53c2\u4e0e\u8005\u63d0\u4f9b GitHub Copilot \u5165\u95e8\u57f9\u8bad\uff0c\u5e76\u5f15\u5bfc\u5176\u5b8c\u6210\u4e00\u4e2a\u9884\u5b9a\u4e49\u7684\u7f16\u7a0b\u4efb\u52a1\uff0c\u4ece\u4e2d\u89c2\u5bdf\u7528\u6237\u5728\u771f\u5b9e\u573a\u666f\u4e0b\u9047\u5230\u7684\u95ee\u9898\u3002\u7b2c\u4e8c\u9636\u6bb5\uff0c\u53c2\u4e0e\u8005\u5728\u4e24\u5468\u7684\u65e5\u5e38\u7f16\u7a0b\u5de5\u4f5c\u4e2d\u4f7f\u7528 GitHub Copilot\uff0c\u5e76\u901a\u8fc7\u65e5\u8bb0\u6a21\u677f\u8bb0\u5f55\u4f7f\u7528\u4f53\u9a8c\uff0c\u5305\u62ec\u79ef\u6781\u53cd\u9988\u4e0e\u8d1f\u9762\u95ee\u9898\u3002\u7b2c\u4e09\u9636\u6bb5\uff0c\u901a\u8fc7\u534a\u7ed3\u6784\u5316\u8bbf\u8c08\uff0c\u6536\u96c6\u53c2\u4e0e\u8005\u7684\u957f\u671f\u4f7f\u7528\u53cd\u9988\uff0c\u5168\u9762\u4e86\u89e3 GitHub Copilot \u5728\u5b9e\u9645\u5de5\u4f5c\u4e2d\u7684\u8868\u73b0\u53ca\u7528\u6237\u771f\u5b9e\u611f\u53d7\u3002<\/p>\n\n\n\n<figure class=\"wp-block-video\"><video height=\"720\" style=\"aspect-ratio: 1280 \/ 720;\" width=\"1280\" controls src=\"https:\/\/www.microsoft.com\/en-us\/research\/wp-content\/uploads\/2025\/09\/\u5b9e\u9645\u4f7f\u7528-GitHub-Copilot-\u7684\u754c\u9762\u5f55\u5c4f.mp4\"><\/video><figcaption class=\"wp-element-caption\">\u5b9e\u9645\u4f7f\u7528 GitHub Copilot \u7684\u754c\u9762\u5f55\u5c4f<\/figcaption><\/figure>\n\n\n\n<p>\u201c\u901a\u8fc7\u5b9e\u9645\u573a\u666f\u4e2d\u7684\u4f7f\u7528\uff0c\u53c2\u4e0e\u8005\u4e00\u81f4\u8ba4\u4e3a\uff0cAI \u7f16\u7a0b\u5de5\u5177\u63d0\u9ad8\u4e86\u6548\u7387\u3001\u589e\u5f3a\u4e86\u7f16\u7a0b\u6280\u80fd\uff0c\u5e76\u964d\u4f4e\u4e86\u5b66\u4e60\u65b0\u6280\u672f\u7684\u95e8\u69db\uff0c\u4f7f\u7f16\u7a0b\u8fc7\u7a0b\u66f4\u8f7b\u677e\u3002\u66f4\u91cd\u8981\u7684\u662f\uff0c\u8fd9\u7c7b\u5de5\u5177\u80fd\u591f\u501f\u52a9\u5927\u6a21\u578b\u7684\u591a\u6a21\u6001\u80fd\u529b\uff0c\u534f\u52a9\u5f00\u53d1\u4eba\u5458\u8fdb\u884c\u89c6\u89c9\u5143\u7d20\u76f8\u5173\u7684\u5904\u7406\u548c\u786e\u8ba4\uff0c\u62d3\u5c55\u4e86\u4ed6\u4eec\u7684\u80fd\u529b\u8fb9\u754c\u3002\u201d\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\uff08\u4e0a\u6d77\uff09\u9879\u76ee\u7ecf\u7406\u90b1\u53ef\u6615\u8868\u793a\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"\u4ece-\u80fd\u7528-\u5230-\u597d\u7528-ai\u7f16\u7a0b\u5de5\u5177\u7684\u65e0\u969c\u788d\u8bbe\u8ba1-\u6f5c\u529b\u65e0\u9650\">\u4ece\u201c\u80fd\u7528\u201d\u5230\u201c\u597d\u7528\u201d\uff1aAI\u7f16\u7a0b\u5de5\u5177\u7684\u65e0\u969c\u788d\u8bbe\u8ba1\uff0c\u6f5c\u529b\u65e0\u9650<\/h2>\n\n\n\n<p>AI \u7f16\u7a0b\u5de5\u5177\u5728\u65e0\u969c\u788d\u8bbe\u8ba1\u65b9\u9762\u5df2\u53d6\u5f97\u663e\u8457\u8fdb\u5c55\uff0c\u4e3a\u5c4f\u5e55\u9605\u8bfb\u5668\u7528\u6237\u5e26\u6765\u4e86\u91cd\u8981\u4ef7\u503c\u3002\u57fa\u4e8e\u6b64\u6b21\u7814\u7a76\uff0c\u7814\u7a76\u5458\u4eec\u7cfb\u7edf\u68b3\u7406\u4e86\u5f53\u524d\u5de5\u5177\u7684\u56db\u4e2a\u5173\u952e\u7ef4\u5ea6\uff08AI \u4ea4\u4e92\u3001\u5ba1\u67e5\u751f\u6210\u7684\u54cd\u5e94\u3001\u591a\u89c6\u56fe\u95f4\u5207\u6362\uff0c\u4ee5\u53ca\u7cfb\u7edf\u72b6\u6001\u548c\u4e0b\u4e00\u6b65\u64cd\u4f5c\uff09\uff0c\u53d1\u73b0\u4e86\u516b\u7c7b\u53ef\u4f18\u5316\u7684\u673a\u4f1a\u70b9\uff0c\u5e76\u9488\u5bf9\u6027\u5730\u63d0\u51fa\u4e86\u4f18\u5316\u5efa\u8bae\uff0c\u6301\u7eed\u63a8\u52a8\u65e0\u969c\u788d\u4f53\u9a8c\u7684\u5168\u9762\u63d0\u5347\u3002<\/p>\n\n\n\n<p><strong>AI\u4ea4\u4e92\u4f53\u9a8c<\/strong><\/p>\n\n\n\n<p><strong>1\u3001<\/strong><strong>\u7edf\u4e00\u5feb\u6377\u952e\u4e0e\u53cd\u9988\u589e\u5f3a<\/strong><strong>\uff1a<\/strong>\u5c4f\u5e55\u9605\u8bfb\u5668\u7528\u6237\u5e38\u9047\u5230\u5feb\u6377\u952e\u51b2\u7a81\uff08\u5982\u4e0a\u4e0b\u7bad\u5934\u8bef\u89e6\uff09\u3001\u4f1a\u8bdd\u72b6\u6001\u53cd\u9988\u7f3a\u5931\uff08\u5982\u96be\u4ee5\u67e5\u8be2\u4e0a\u4e0b\u6587\u914d\u7f6e\uff09\u7b49\u95ee\u9898\u3002\u90e8\u5206\u7528\u6237\u9700\u8981\u901a\u8fc7\u526a\u8d34\u677f\u7f16\u8f91\u590d\u6742\u6307\u4ee4\u6765\u89c4\u907f\u5feb\u6377\u952e\u5e72\u6270\u3002<\/p>\n\n\n\n<p><em>\u8bbe\u8ba1\u7edf\u4e00\u4e14\u53ef\u9884\u6d4b\u7684\u5feb\u6377\u952e\u4f53\u7cfb\uff0c\u51cf\u5c11\u754c\u9762\u4e0d\u5fc5\u8981\u7684\u5bfc\u822a\uff1b\u63d0\u4f9b\u53ca\u65f6\u3001\u65e0\u969c\u788d\u7684\u4f1a\u8bdd\u8bbe\u7f6e\uff0c\u786e\u4fdd\u89c6\u89c9\u5143\u7d20\u80fd\u4ee5\u5176\u4ed6\u65b9\u5f0f\u88ab\u611f\u77e5\u3002<\/em><\/p>\n\n\n\n<p><strong>2\u3001<\/strong><strong>\u63d0\u793a\u4e0e\u6a21\u578b\u9009\u62e9\u5f15\u5bfc<\/strong><strong>\uff1a<\/strong>AI \u7f16\u7a0b\u52a9\u624b\u7ed9\u51fa\u7684\u63d0\u793a\u8fc7\u4e8e\u7b80\u6d01\uff0c\u751a\u81f3\u6709\u65f6\u4f1a\u505a\u51fa\u9519\u8bef\u7684\u5047\u8bbe\uff0c\u8feb\u4f7f\u7528\u6237\u4e0d\u65ad\u63d0\u4f9b\u66f4\u8be6\u7ec6\u7684\u63cf\u8ff0\u548c\u53cd\u590d\u4fee\u6539\uff0c\u589e\u52a0\u4e86\u63d0\u793a\u6784\u601d\u548c\u4f18\u5316\u7684\u65f6\u95f4\u6210\u672c\u3002\u8fd9\u79cd\u73b0\u8c61\u6e90\u4e8e\u7528\u6237\u5bf9\u7f16\u7a0b\u52a9\u624b\u80fd\u529b\u8fb9\u754c\u7684\u4e0d\u660e\u786e\u2014\u2014\u65e0\u6cd5\u5224\u65ad\u9002\u914d\u4efb\u52a1\u7684\u6a21\u578b\u7c7b\u578b\uff0c\u4e5f\u96be\u4ee5\u9884\u6d4b\u6a21\u578b\u7684\u51fa\u9519\u573a\u666f\u3002<\/p>\n\n\n\n<p><em>\u968f\u7740\u7528\u6237\u5bf9\u7f16\u7a0b\u52a9\u624b\u80fd\u529b\u719f\u6089\u5ea6\u7684\u63d0\u5347\uff0c\u5de5\u5177\u5e94\u4e3b\u52a8\u63d0\u4f9b\u4ea4\u4e92\u652f\u6301\u3002\u4f8b\u5982\uff0c\u68c0\u6d4b\u5230\u63d0\u793a\u542b\u7cca\u6216\u5b58\u5728\u6b67\u4e49\u65f6\uff0c\u4e3b\u52a8\u5f15\u5bfc\u7528\u6237\u8865\u5145\u4fe1\u606f\uff1b\u4e3a\u7528\u6237\u63d0\u4f9b\u6e05\u6670\u7684\u6a21\u578b\u9009\u62e9\u6307\u5f15\uff0c\u6216\u6839\u636e\u63d0\u793a\u81ea\u52a8\u63a8\u8350\u9002\u914d\u6a21\u578b\uff0c\u4fc3\u8fdb\u4eba\u673a\u534f\u540c\u8fdb\u5316\u4e0e\u6d41\u7545\u6c9f\u901a\u3002<\/em><\/p>\n\n\n\n<p><strong>\u5ba1\u67e5\u751f\u6210\u7684\u54cd\u5e94<\/strong><\/p>\n\n\n\n<p><strong>3\u3001<\/strong><strong>\u589e\u5f3a\u54cd\u5e94\u5ba1\u67e5\u7684\u53ef\u611f\u77e5\u6027<\/strong><strong>\uff1a<\/strong>\u5bf9\u4e8e\u89c6\u529b\u6b63\u5e38\u7684\u5f00\u53d1\u8005\u6765\u8bf4\uff0c\u5728\u7f16\u8f91\u5668\u4e2d\u76f4\u63a5\u5ba1\u67e5\u4ee3\u7801\u662f\u6700\u76f4\u89c2\u7684\u65b9\u5f0f\uff0c\u4eba\u5de5\u667a\u80fd\u751f\u6210\u4ee3\u7801\u4e2d\u7684\u6ce8\u91ca\u4e5f\u80fd\u5e2e\u52a9\u4ed6\u4eec\u5feb\u901f\u7406\u89e3\u903b\u8f91\uff0c\u51cf\u5c11\u89c6\u56fe\u5207\u6362\u3002\u7136\u800c\uff0c\u5bf9\u4e8e\u5c4f\u5e55\u9605\u8bfb\u5668\u7528\u6237\u800c\u8a00\uff0c\u5c3d\u7ba1\u7f16\u7a0b\u52a9\u624b\u63d0\u4f9b\u4e86\u58f0\u97f3\u63d0\u793a\u529f\u80fd\uff0c\u4f46\u8fd9\u4e9b\u97f3\u6548\u6709\u65f6\u4e0d\u591f\u6e05\u6670\u6216\u5bb9\u6613\u6df7\u6dc6\uff0c\u6709\u65f6\u8fd8\u4f1a\u5e72\u6270\u7528\u6237\u5224\u65ad\u3002\u6b64\u5916\uff0c\u5f53\u65b0\u589e\u3001\u5220\u9664\u548c\u672a\u4fee\u6539\u7684\u4ee3\u7801\u6df7\u6742\u5728\u4e00\u8d77\u65f6\uff0c\u7528\u6237\u5f88\u96be\u51c6\u786e\u8ddf\u8e2a\u6bcf\u4e00\u5904\u53d8\u66f4\uff0c\u4e5f\u65e0\u6cd5\u4e86\u89e3\u5f53\u524d\u4ee3\u7801\u5757\u7684\u6570\u91cf\u3001\u4f4d\u7f6e\u53ca\u72b6\u6001\u3002<\/p>\n\n\n\n<p><em>\u901a\u8fc7\u58f0\u97f3\u63d0\u793a\u6216\u6587\u672c\u63d0\u793a\u652f\u6301\u66f4\u6539\u8ddf\u8e2a\uff0c\u63d0\u4f9b\u7b80\u6d01\u7684\u6587\u672c\u63cf\u8ff0\u4f5c\u4e3a\u53ef\u9009\u529f\u80fd\uff0c\u5e2e\u52a9\u7528\u6237\u7406\u89e3\u66f4\u6539\uff1b\u5c06\u76f8\u5173\u4fe1\u606f\u5206\u7ec4\u4ee5\u51cf\u5c11\u5bfc\u822a\u6d41\u7a0b\u548c\u8ba4\u77e5\u8d1f\u62c5\u3002<\/em><\/p>\n\n\n\n<p><strong>4\u3001<\/strong><strong>\u7ed3\u6784\u5316\u6d88\u606f\u5bfc\u822a<\/strong><strong>\uff1a<\/strong>\u6d88\u606f\u5217\u8868\u7684\u7ed3\u6784\u5316\u683c\u5f0f\u8ba9\u7528\u6237\u80fd\u591f\u6e05\u6670\u5730\u7ba1\u7406\u7528\u6237\u6d88\u606f\u548c\u52a9\u624b\u54cd\u5e94\uff0c\u4f46\u5176\u5bfc\u822a\u4ecd\u7136\u5b58\u5728\u95ee\u9898\u3002\u4f8b\u5982\uff0c\u5bfc\u822a\u5230\u6d88\u606f\u5217\u8868\u4e2d\u7684\u5757\u65f6\uff0c\u4fe1\u606f\u662f\u7ebf\u6027\u7684\uff0c\u96be\u4ee5\u7406\u89e3\uff1b\u52a9\u624b\u54cd\u5e94\u65f6\u95f4\u8fc7\u957f\uff0c\u7528\u7bad\u5934\u952e\u6d4f\u89c8\u4e0d\u65b9\u4fbf\uff1b\u8f93\u5165\u6846\u96be\u4ee5\u9000\u51fa\u7b49\u3002\u6b64\u5916\u7528\u6237\u6307\u51fa\uff0c\u5728\u4f7f\u7528 Agent \u6a21\u5f0f\u8fdb\u884c\u591a\u8f6e\u81ea\u52a8\u8fed\u4ee3\u65f6\uff0c\u6240\u6709\u7ed3\u679c\u548c\u66f4\u6539\u5747\u5448\u73b0\u5728\u5355\u4e2a\u54cd\u5e94\u5757\u4e2d\uff0c\u7ed3\u6784\u4e0d\u4f73\u4e14\u96be\u4ee5\u5b9a\u4f4d\u4fe1\u606f\u3002<\/p>\n\n\n\n<p><em>\u4ee5\u7ed3\u6784\u5316\u3001\u53ef\u5bfc\u822a\u7684\u65b9\u5f0f\u5448\u73b0\u6d88\u606f\uff0c\u4f8b\u5982\u5bf9\u76f8\u5173\u6d88\u606f\u8fdb\u884c\u5206\u7ec4\u3001\u6dfb\u52a0\u6807\u9898\u6216\u76ee\u5f55\uff0c\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u5b9a\u4f4d\u76f8\u5173\u5185\u5bb9\u3002\u51cf\u5c11\u6a21\u578b\u5e7b\u89c9\uff0c\u5e76\u63d0\u4f9b\u66f4\u591a\u53c2\u8003\u4fe1\u606f\uff0c\u5e2e\u52a9\u7528\u6237\u9a8c\u8bc1\u4fe1\u606f\u53ef\u4fe1\u5ea6\uff0c\u589e\u52a0\u7528\u6237\u5bf9\u7f16\u7a0b\u52a9\u624b\u5efa\u8bae\u7684\u4fe1\u4efb\u611f\u3002<\/em><\/p>\n\n\n\n<p><strong>5\u3001\u4f18\u5316\u65e0\u969c\u788d\u89c6\u56fe\uff1a<\/strong>GitHub Copilot \u7684\u65e0\u969c\u788d\u89c6\u56fe\u662f\u5728\u5355\u4e2a\u7eaf\u6587\u672c\u7a97\u53e3\u4e2d\u5448\u73b0\u4fe1\u606f\uff0c\u5141\u8bb8\u7528\u6237\u4ec5\u4f7f\u7528\u57fa\u672c\u7bad\u5934\u952e\u6765\u5bfc\u822a\u6d4f\u89c8\u6240\u6709\u7ec6\u8282\u3002\u4f46\u8fd9\u79cd\u4fbf\u5229\u4f34\u968f\u7740\u8868\u8fbe\u6027\u4e0a\u7684\u7b80\u5316\uff0c\u4f8b\u5982\u4ee5\u96be\u4ee5\u89e3\u8bfb\u7684\u65b9\u5f0f\u5448\u73b0\u8868\u683c\u7b49\u683c\u5f0f\u5316\u4fe1\u606f\uff0c\u800c\u4e14\u4fe1\u606f\u5b8c\u6574\u6027\u4e5f\u4e0d\u8db3\uff0c\u6709\u65f6\u663e\u793a\u7684\u4fe1\u606f\u5c11\u4e8e\u6d88\u606f\u5217\u8868\u3002<\/p>\n\n\n\n<p><em>\u7b80\u6d01\u5373\u7f8e\u3002\u5143\u7d20\u8f83\u5c11\u7684\u7528\u6237\u754c\u9762\u901a\u5e38\u66f4\u6613\u4e8e\u5c4f\u5e55\u9605\u8bfb\u5668\u7528\u6237\u64cd\u4f5c\uff0c\u4f7f\u5176\u80fd\u591f\u8bbf\u95ee\u66f4\u591a\u4fe1\u606f\uff0c\u4f46\u7b80\u5316\u8bbe\u8ba1\u9700\u4ee5\u4e0d\u635f\u5931\u4fe1\u606f\u5b8c\u6574\u6027\u4e3a\u524d\u63d0\u3002<\/em><\/p>\n\n\n\n<p><strong>6<\/strong><strong>\u3001<\/strong><strong>\u7075\u6d3b\u81ea\u52a8\u64ad\u653e<\/strong><strong>\uff1a<\/strong>GitHub Copilot \u7684\u53e6\u4e00\u9879\u65e0\u969c\u788d\u529f\u80fd\u662f\u652f\u6301\u751f\u6210\u54cd\u5e94\u540e\u81ea\u52a8\u64ad\u653e\uff0c\u901a\u8fc7\u81ea\u52a8\u6717\u8bfb\u5e2e\u52a9\u5c4f\u5e55\u9605\u8bfb\u5668\u7528\u6237\u7406\u89e3\u5185\u5bb9\uff0c\u51cf\u5c11\u4e86\u989d\u5916\u7684\u64cd\u4f5c\u3002\u7136\u800c\uff0c\u4e00\u4e9b\u7528\u6237\u53cd\u9988\u8bf4\uff0c\u81ea\u52a8\u64ad\u653e\u7684\u957f\u6bb5\u843d\u4f1a\u6253\u65ad\u4ed6\u4eec\u7684\u601d\u8003\u8282\u594f\uff0c\u800c\u4e14\u4e00\u53e3\u6c14\u542c\u5b8c\u4e00\u5927\u6bb5\u6587\u5b57\u5e76\u4e0d\u5bb9\u6613\u7406\u89e3\uff0c\u6700\u540e\u8fd8\u662f\u5f97\u518d\u9010\u884c\u6162\u6162\u542c\uff0c\u624d\u80fd\u771f\u6b63\u6d88\u5316\u4fe1\u606f\u3002<\/p>\n\n\n\n<p><em>\u5c06\u81ea\u52a8\u64ad\u653e\u8bbe\u4e3a\u53ef\u9009\u529f\u80fd\uff0c\u5141\u8bb8\u7528\u6237\u6839\u636e\u4e2a\u4eba\u504f\u597d\u9009\u62e9\u9002\u5408\u7684\u4ea4\u4e92\u65b9\u5f0f\u3002<\/em><\/p>\n\n\n\n<p><strong>\u591a\u89c6\u56fe\u5207\u6362<\/strong><\/p>\n\n\n\n<p><strong>7\u3001<\/strong><strong>\u4fe1\u606f\u6574\u5408\u4e0e\u7126\u70b9\u7ba1\u7406<\/strong><strong>\uff1a<\/strong>\u5728\u7f16\u8f91\u5668\u3001\u804a\u5929\u9762\u677f\u3001\u7ec8\u7aef\u7b49\u89c6\u56fe\u5207\u6362\u65f6\uff0c\u7528\u6237\u5e38\u56e0\u7126\u70b9\u4e22\u5931\uff0c\u5bfc\u81f4\u64cd\u4f5c\u5931\u8bef\u3002\u5207\u6362\u89c6\u56fe\u540e\u9700\u82b1\u8d39\u989d\u5916\u65f6\u95f4\u7406\u89e3\u52a9\u624b\u53cd\u9988\uff0c\u5c24\u5176\u5728 Agent \u6a21\u5f0f\u4e0b\uff0c\u9700\u540c\u65f6\u5173\u6ce8\u4ee3\u7801\u4fee\u6539\u3001\u7ec8\u7aef\u8f93\u51fa\u548c\u6d88\u606f\u5217\u8868\u89e3\u91ca\u3002\u6b64\u5916\uff0c\u9a8c\u8bc1\u7ed3\u679c\u65f6\u9700\u8981\u5728\u591a\u4e2a\u89c6\u56fe\u4e4b\u95f4\u9891\u7e41\u5207\u6362\uff0c\u589e\u52a0\u4e86\u7528\u6237\u7684\u64cd\u4f5c\u8d1f\u62c5\u3002<\/p>\n\n\n\n<p><em>\u5c06\u5173\u952e\u4fe1\u606f\u4e0e\u64cd\u4f5c\u6574\u5408\u5230\u5355\u4e2a\u9762\u677f\uff0c\u63d0\u5347\u4efb\u52a1\u5904\u7406\u6548\u7387\uff1b\u5f15\u5165\u81ea\u6211\u9a8c\u8bc1\u673a\u5236\u5e76\u63d0\u4f9b\u53ef\u9760\u53cd\u9988\uff0c\u51cf\u5c11\u7528\u6237\u624b\u52a8\u4ea4\u53c9\u68c0\u67e5\u7684\u9700\u6c42\u3002<\/em><\/p>\n\n\n\n<p><strong>\u7cfb\u7edf\u72b6\u6001\u548c\u4e0b\u4e00\u6b65\u64cd\u4f5c<\/strong><\/p>\n\n\n\n<p><strong>8\u3001<\/strong><strong>\u6e05\u6670\u7cfb\u7edf\u72b6\u6001\u63d0\u793a<\/strong><strong>\uff1a<\/strong>\u5411\u4ee3\u7801\u52a9\u624b\u63d0\u4ea4\u8bf7\u6c42\u540e\uff0c\u7528\u6237\u9700\u7b49\u5f85\u54cd\u5e94\u751f\u6210\uff0c\u53ca\u65f6\u7684\u72b6\u6001\u901a\u77e5\u5bf9\u7528\u6237\u7406\u89e3\u5f53\u524d\u7cfb\u7edf\u72b6\u6001\u3001\u7f13\u89e3\u4e0d\u786e\u5b9a\u6027\u81f3\u5173\u91cd\u8981\u3002\u4f46\u5728 Agent \u6a21\u5f0f\u4e0b\uff0c\u72b6\u6001\u79cd\u7c7b\u591a\u4e14\u901a\u77e5\u4e0d\u6e05\u6670\uff0c\u5bfc\u81f4\u5c4f\u5e55\u9605\u8bfb\u5668\u7528\u6237\u65e0\u6cd5\u660e\u786e\u4e0b\u4e00\u6b65\u64cd\u4f5c\u3002\u7528\u6237\u5e0c\u671b\u8fd9\u4e2a\u8fc7\u7a0b\u66f4\u900f\u660e\uff0c\u4ee5\u63d0\u524d\u5224\u65ad\u52a9\u624b\u7684\u64cd\u4f5c\u662f\u5426\u7b26\u5408\u9884\u671f\u3002<\/p>\n\n\n\n<p><em>\u63d0\u4f9b\u6e05\u6670\u7684\u72b6\u6001\u901a\u77e5\uff0c\u8ba9\u7528\u6237\u80fd\u591f\u660e\u786e\u533a\u5206 AI \u6267\u884c\u64cd\u4f5c\u548c\u9700\u8981\u7528\u6237\u5e72\u9884\u7684\u64cd\u4f5c\uff1b\u589e\u52a0\u201c\u8bf7\u52ff\u6253\u6270\u201d\u6a21\u5f0f\uff0c\u4ec5\u5728\u9700\u8981\u7528\u6237\u8f93\u5165\u65f6\u53d1\u9001\u901a\u77e5\uff0c\u51cf\u5c11\u4e0d\u5fc5\u8981\u7684\u5e72\u6270\u3002<\/em><\/p>\n\n\n\n<p>\u7814\u7a76\u4e2d\u53d1\u73b0\u7684\u8fd9\u4e9b\u95ee\u9898\u8868\u660e\uff0c\u5f53\u524d\u7684 AI \u7f16\u7a0b\u5de5\u5177\u5728\u65e0\u969c\u788d\u8bbe\u8ba1\u65b9\u9762\u62e5\u6709\u5de8\u5927\u7684\u63d0\u5347\u7a7a\u95f4\u548c\u53d1\u5c55\u6f5c\u529b\u3002\u5bf9\u4e8e\u5c4f\u5e55\u9605\u8bfb\u5668\u7528\u6237\u800c\u8a00\uff0c\u5de5\u5177\u7684\u6613\u7528\u6027\u4e0d\u4ec5\u53d6\u51b3\u4e8e\u529f\u80fd\u662f\u5426\u9f50\u5168\uff0c\u66f4\u5728\u4e8e\u4ea4\u4e92\u903b\u8f91\u662f\u5426\u6e05\u6670\u3001\u4fe1\u606f\u5448\u73b0\u662f\u5426\u5408\u7406\u3001\u7cfb\u7edf\u53cd\u9988\u662f\u5426\u53ca\u65f6\u7b49\u591a\u4e2a\u7ef4\u5ea6\u3002<\/p>\n\n\n\n<p>\u201cAI \u7f16\u7a0b\u5de5\u5177\u6b63\u5728\u4e0d\u65ad\u6269\u5c55\u529f\u80fd\uff0c\u4f46\u5bf9\u4e8e\u5c4f\u5e55\u9605\u8bfb\u5668\u7528\u6237\u800c\u8a00\uff0c\u2018\u529f\u80fd\u66f4\u591a\u2019\u5e76\u4e0d\u610f\u5473\u7740\u2018\u4f7f\u7528\u66f4\u597d\u2019\u3002\u590d\u6742\u7684\u754c\u9762\u3001\u7e41\u590d\u7684\u64cd\u4f5c\u6b65\u9aa4\u6216\u4e0d\u53ef\u9884\u6d4b\u7684\u53cd\u9988\uff0c\u53cd\u800c\u964d\u4f4e\u4e86\u4fe1\u606f\u83b7\u53d6\u6548\u7387\u3002\u201d\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7814\u7a76\u5de5\u7a0b\u5e08\u9648\u6960\u6307\u51fa\uff0c\u201c\u4ed6\u4eec\u771f\u6b63\u9700\u8981\u7684\u662f\u5728\u2018\u66f4\u5c11\u2019\u7684\u64cd\u4f5c\u4e2d\u83b7\u5f97\u2018\u66f4\u591a\u2019\u7684\u529f\u80fd\u4ef7\u503c\u3002\u8fd9\u79cd\u2018\u591a\u2019\u4e0e\u2018\u5c11\u2019\u4e4b\u95f4\u7684\u5e73\u8861\uff0c\u6b63\u662f\u6211\u4eec\u672a\u6765\u5728\u65e0\u969c\u788d\u8bbe\u8ba1\u4e2d\u5fc5\u987b\u9762\u5bf9\u7684\u91cd\u8981\u547d\u9898\u3002\u201d<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"ai\u4e2a\u6027\u5316\u6216\u5c06\u8d4b\u4e88\u5c4f\u5e55\u9605\u8bfb\u5668\u7528\u6237-\u7f16\u7a0b\u8d85\u80fd\u529b\">AI\u4e2a\u6027\u5316\u6216\u5c06\u8d4b\u4e88\u5c4f\u5e55\u9605\u8bfb\u5668\u7528\u6237\u201c\u7f16\u7a0b\u8d85\u80fd\u529b\u201d<\/h2>\n\n\n\n<p>\u4ece\u88ab\u52a8\u201c\u9002\u5e94\u5de5\u5177\u201d\u5230\u4e3b\u52a8\u201c\u5b9a\u5236\u9700\u6c42\u201d\uff0c\u4e2a\u6027\u5316\u4ea4\u4e92\u5df2\u6210\u4e3a\u63d0\u5347\u65e0\u969c\u788d\u7f16\u7a0b\u4f53\u9a8c\u7684\u5173\u952e\u7a81\u7834\u53e3\u3002\u800c\u4e0d\u540c\u5c4f\u5e55\u9605\u8bfb\u5668\u7528\u6237\u5bf9\u5de5\u5177\u7684\u529f\u80fd\u8bbe\u8ba1\u548c\u4fe1\u606f\u5448\u73b0\u65b9\u5f0f\u6709\u7740\u622a\u7136\u4e0d\u540c\u7684\u504f\u597d\uff1a\u4e00\u90e8\u5206\u7528\u6237\u503e\u5411\u4e8e\u6781\u7b80\u7684\u6587\u672c\u5f62\u5f0f\uff0c\u4ee5\u4fbf\u5feb\u901f\u83b7\u53d6\u5173\u952e\u4fe1\u606f\uff1b\u53e6\u4e00\u90e8\u5206\u7528\u6237\u5219\u9700\u8981\u4e30\u5bcc\u3001\u8be6\u7ec6\u7684\u4fe1\u606f\uff0c\u66f4\u597d\u5730\u7406\u89e3\u4ee3\u7801\u903b\u8f91\u4e0e\u7ed3\u6784\u3002<\/p>\n\n\n\n<p>\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u6301\u7eed\u8fdb\u6b65\uff0c\u6b63\u5728\u4e3a\u5c4f\u5e55\u9605\u8bfb\u5668\u7528\u6237\u5728\u7f16\u7a0b\u9886\u57df\u7684\u4f53\u9a8c\u62d3\u5c55\u66f4\u591a\u53ef\u80fd\u3002\u201c\u501f\u52a9\u5927\u6a21\u578b\u7684\u5b66\u4e60\u4e0e\u9002\u914d\u80fd\u529b\uff0cAI \u7f16\u7a0b\u5de5\u5177\u53ef\u4ee5\u6839\u636e\u6bcf\u4f4d\u7528\u6237\u7684\u81ea\u8eab\u7279\u70b9\u548c\u4f7f\u7528\u4e60\u60ef\uff0c\u63d0\u4f9b\u91cf\u8eab\u5b9a\u5236\u7684\u4ea4\u4e92\u4f53\u9a8c\uff0c\u771f\u6b63\u6210\u4e3a\u5f00\u53d1\u8005\u7684\u2018\u4e13\u5c5e\u52a9\u7406\u2019\u3002\u201d\u90b1\u53ef\u6615\u8868\u793a\u3002<\/p>\n\n\n\n<p>\u5728\u6b64\u9879\u7814\u7a76\u4e2d\uff0c\u7814\u7a76\u5458\u4eec\u8fd8\u8fdb\u4e00\u6b65\u63d0\u51fa\u4e86\u9488\u5bf9\u65e0\u969c\u788d\u7f16\u7a0b\u4f53\u9a8c\u7684\u5177\u4f53\u4f18\u5316\u5efa\u8bae\u3002\u6280\u672f\u5c42\u9762\uff0c\u65e0\u969c\u788d\u8bbe\u8ba1\u5e94\u8be5\u66f4\u524d\u79fb\uff08Shift Left\uff09\uff0c\u4ece\u5f00\u53d1\u6e90\u5934\u5c31\u88ab\u7eb3\u5165\u8bbe\u8ba1\u6d41\u7a0b\uff0c\u800c\u4e0d\u662f\u4f5c\u4e3a\u4ea7\u54c1\u5b8c\u6210\u540e\u7684\u201c\u8865\u4e01\u201d\u3002\u5f00\u53d1\u8005\u9700\u8981\u5728\u4ea7\u54c1\u8bbe\u8ba1\u521d\u671f\u5c31\u8003\u8651\u5c4f\u5e55\u9605\u8bfb\u5668\u7528\u6237\u7684\u4f7f\u7528\u573a\u666f\uff0c\u8ba9\u65e0\u969c\u788d\u80fd\u529b\u8d2f\u7a7f\u4ea7\u54c1\u7684\u6bcf\u4e00\u4e2a\u73af\u8282\uff0c\u6253\u9020\u66f4\u52a0\u6d41\u7545\u3001\u9ad8\u6548\u3001\u5305\u5bb9\u7684\u5f00\u53d1\u73af\u5883\u3002<\/p>\n\n\n\n<p>\u4ece\u4eba\u6587\u89c6\u89d2\u51fa\u53d1\uff0c\u5e94\u5f3a\u5316\u914d\u5957\u652f\u6301\u3002\u5305\u62ec\u63a8\u51fa\u4e13\u4e3a\u5c4f\u5e55\u9605\u8bfb\u5668\u7528\u6237\u8bbe\u8ba1\u7684\u5b66\u4e60\u6750\u6599\uff0c\u7a81\u7834\u4f20\u7edf\u201c\u89c6\u89c9\u4f18\u5148\u201d\u7684\u6280\u672f\u6587\u6863\u5f62\u5f0f\uff0c\u964d\u4f4e\u5b66\u4e60\u6210\u672c\uff0c\u63d0\u5347\u5b66\u4e60\u6548\u7387\uff0c\u8ba9\u66f4\u591a\u4eba\u80fd\u591f\u65e0\u969c\u788d\u5730\u638c\u63e1\u548c\u8fd0\u7528 AI \u7f16\u7a0b\u5de5\u5177\uff0c\u4ece\u800c\u771f\u6b63\u53c2\u4e0e\u5230\u6280\u672f\u7684\u53d8\u9769\u8fc7\u7a0b\u4e2d\u3002<\/p>\n\n\n\n<p><strong>\u76f8\u5173\u94fe\u63a5\uff1a<\/strong><\/p>\n\n\n\n<p>Screen Reader Users in the Vibe Coding Era: Adaptation, Empowerment, and New Accessibility Landscape<\/p>\n\n\n\n<p><a class=\"msr-external-link glyph-append glyph-append-open-in-new-tab glyph-append-xsmall\" rel=\"noopener noreferrer\" target=\"_blank\" href=\"https:\/\/arxiv.org\/abs\/2506.13270\">https:\/\/arxiv.org\/abs\/2506.13270<span class=\"sr-only\"> (opens in new tab)<\/span><\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u7f16\u8005\u6309\uff1a\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u7684\u6301\u7eed\u53d1\u5c55\u6b63\u5728\u6539\u53d8\u4eba\u4e0e\u6570\u5b57\u7cfb\u7edf\u4ea4\u4e92\u3001\u6267\u884c\u4efb\u52a1\u53ca\u534f\u540c\u5de5\u4f5c\u7684\u6a21\u5f0f\u3002\u5728\u4f17\u591a\u9886\u57df\u4e2d\uff0c\u8f6f\u4ef6\u5f00\u53d1\u65e0\u7591\u662f\u53d8\u9769\u6700\u4e3a\u663e\u8457\u7684\u4e00\u4e2a\u3002AI \u7f16\u7a0b\u5de5\u5177\u5927\u5927\u63d0\u5347\u4e86\u7f16\u7801\u6548\u7387\uff0c\u5c24\u5176\u5bf9\u4f9d\u8d56\u5c4f\u5e55\u9605\u8bfb\u5668\u7684\u89c6\u529b\u53d7\u635f\u5f00\u53d1\u8005\u800c\u8a00\uff0c\u65b0\u5174\u7684\u201cVibe Coding\uff08\u6c1b\u56f4\u7f16\u7a0b\uff09\u201d\u6a21\u5f0f\u66f4\u662f\u5e26\u6765\u4e86\u524d\u6240\u672a\u6709\u7684\u53ef\u80fd\u3002 \u7136\u800c\uff0c\u5c4f\u5e55\u9605\u8bfb\u5668\u7528\u6237\u5982\u4f55\u4e0e AI \u7f16\u7a0b\u5de5\u5177\u534f\u4f5c\uff1f\u8fd9\u4e9b\u5de5\u5177\u53c8\u5c06\u5982\u4f55\u8d4b\u80fd\u4ed6\u4eec\uff1f\u4ed6\u4eec\u5728\u4f7f\u7528 AI \u7f16\u7a0b\u5de5\u5177\u65f6\u662f\u5426\u4f1a\u9047\u5230\u65b0\u7684\u6311\u6218\uff1f\u5e26\u7740\u8fd9\u4e9b\u7591\u95ee\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7684\u7814\u7a76\u5458\u4eec\u57fa\u4e8e GitHub Copilot\uff0c\u7814\u7a76\u4e86\u5c4f\u5e55\u9605\u8bfb\u5668\u7528\u6237\u5728\u5b9e\u9645\u7f16\u7a0b\u573a\u666f\u4e2d\u4e0e AI \u7f16\u7a0b\u5de5\u5177\u7684\u4e92\u52a8\uff0c\u5256\u6790\u4e86\u8fd9\u4e9b\u5de5\u5177\u5bf9\u5176\u5de5\u4f5c\u6d41\u7a0b\u7684\u5f71\u54cd\uff0c\u5e76\u63a2\u8ba8\u4e86\u9762\u4e34\u7684\u5404\u7c7b\u6311\u6218\uff0c\u76f8\u5e94\u63d0\u51fa\u4e86\u5207\u5b9e\u53ef\u884c\u7684\u8bbe\u8ba1\u4f18\u5316\u5efa\u8bae\u3002 \u6839\u636e Stack Overflow 2022 \u5e74\u7684\u8c03\u7814\u6570\u636e\u663e\u793a\uff0c\u5728\u5168\u7403\u7684\u7a0b\u5e8f\u5458\u7fa4\u4f53\u4e2d\uff0c\u7ea61.7%\u7684\u4eba\u5b58\u5728\u89c6\u529b\u53d7\u635f\u95ee\u9898\uff0c\u4ed6\u4eec\u4f9d\u8d56\u5c4f\u5e55\u9605\u8bfb\u5668\u8fdb\u884c\u7f16\u7a0b\u3002\u4f46\u5c4f\u5e55\u9605\u8bfb\u5668\u7528\u6237\u4f7f\u7528\u5f00\u53d1\u5de5\u5177\u65f6\uff0c\u5728\u5bfc\u822a\u3001\u7406\u89e3\u3001\u7f16\u8f91\u3001\u8c03\u8bd5\u548c\u7565\u8bfb\u4ee3\u7801\u7b49\u65b9\u9762\u90fd\u9762\u4e34\u7740\u91cd\u91cd\u6311\u6218\u3002 \u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u98de\u901f\u53d1\u5c55\uff0c\u4e3a\u8fd9\u4e00\u7fa4\u4f53\u5e26\u6765\u4e86\u65b0\u7684\u53ef\u80fd\u3002\u5168\u65b0\u7684 \u201cVibe Coding\uff08\u6c1b\u56f4\u7f16\u7a0b\uff09\u201d\u4ea4\u4e92\u8303\u5f0f\uff0c\u8ba9\u5f00\u53d1\u8005\u80fd\u591f\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u8868\u8fbe\u7f16\u7801\u610f\u56fe\uff0c\u7531\u4eba\u5de5\u667a\u80fd\u534f\u52a9\u5b8c\u6210\u9700\u6c42\u5206\u6790\u548c\u4ee3\u7801\u5b9e\u73b0\u3002\u50cf GitHub Copilot \u8fd9\u6837\u7684 AI \u7f16\u7a0b\u52a9\u624b\uff0c\u6b63\u5728\u9010\u6b65\u6253\u7834\u4f20\u7edf\u7f16\u7a0b\u7684\u9650\u5236\uff0c\u5b9e\u73b0\u66f4\u52a0\u667a\u80fd\u3001\u9ad8\u6548\u7684\u7f16\u7a0b\u65b9\u5f0f\u3002 \u4e3a\u4e86\u6df1\u5165\u4e86\u89e3\u5c4f\u5e55\u9605\u8bfb\u5668\u7528\u6237\u5728\u4f7f\u7528 AI \u7f16\u7a0b\u5de5\u5177\u65f6\u7684\u771f\u5b9e\u4f53\u9a8c\uff0c\u5fae\u8f6f\u4e9a\u6d32\u7814\u7a76\u9662\u7684\u7814\u7a76\u5458\u4eec\u57fa\u4e8e Visual Studio Code\uff08VS Code\uff09\u4e2d\u7684 GitHub Copilot\uff0c\u5f00\u5c55\u4e86\u4e00\u9879\u5173\u4e8e\u5c4f\u5e55\u9605\u8bfb\u5668\u7528\u6237\u4e0e AI \u7f16\u7a0b\u5de5\u5177\u4ea4\u4e92\u884c\u4e3a\u7684\u7814\u7a76\u3002\u7ed3\u679c\u8868\u660e\uff0cAI \u7f16\u7a0b\u52a9\u624b\u4e0d\u4ec5\u63d0\u5347\u4e86\u5c4f\u5e55\u9605\u8bfb\u5668\u7528\u6237\u7684\u7f16\u7a0b\u80fd\u529b\uff0c\u8fd8\u5728 UI \u5f00\u53d1\u7b49\u9886\u57df\u5f25\u5408\u4e86\u65e0\u969c\u788d\u5f00\u53d1\u4e2d\u7684\u4f53\u9a8c\u5dee\u8ddd\u3002 \u5c4f\u5e55\u9605\u8bfb\u5668\u7528\u6237\u5bf9GitHub Copilot\u7684\u771f\u5b9e\u4f7f\u7528\u4f53\u9a8c\uff1a \u201c\u201c\u8fc7\u53bb\u6211\u53ea\u80fd\u505a\u540e\u7aef\u5f00\u53d1\uff0c\u89c6\u89c9\u969c\u788d\u8ba9\u6211\u96be\u4ee5\u5904\u7406 UI \u4efb\u52a1\u3002\u73b0\u5728\uff0c\u6211\u5c06\u7528\u6237\u53cd\u9988\u8f6c\u5316\u4e3a\u63d0\u793a\u8bed\u8ba9 GitHub Copilot \u4fee\u6539\uff0c\u968f\u540e\u8981\u6c42\u5b83\u68c0\u67e5\u751f\u6210\u7684\u4ee3\u7801\uff0c\u5e76\u53d1\u9001\u754c\u9762\u622a\u56fe\u8fdb\u884c\u590d\u6838\uff0c\u6211\u4e5f\u80fd\u4eb2\u81ea\u590d\u67e5\u4ee3\u7801\u3002\u8fd9\u6781\u5927\u5730\u7b80\u5316\u4e86\u6211\u7684\u5de5\u4f5c\u6d41\u7a0b\u3002\u201d \u2014\u2014\u5f00\u53d1\u80051\uff08\u5168\u76f2\uff09 \u201c\u65e0\u969c\u788d\u4f53\u9a8c\u4e0d\u4ec5\u5728\u4e8e\u6dfb\u52a0\u6807\u7b7e\u6216\u5feb\u6377\u952e\u3002\u66f4\u591a\u7c7b\u578b\u7684\u63d0\u793a\uff0c\u5982\u97f3\u6548\u786e\u5b9e\u80fd\u5e2e\u52a9\u6211\u66f4\u597d\u5730\u7406\u89e3\u53d8\u66f4\u3002\u82e5\u6df7\u6742\u8fc7\u591a\u6587\u5b57\u63d0\u793a\uff0c\u53cd\u800c\u53ef\u80fd\u5e72\u6270\u6211\u5bf9\u4ee3\u7801\u7684\u7406\u89e3\u3002\u201d \u2014\u2014\u5f00\u53d1\u80052\uff08\u5168\u76f2\uff09 \u201c\u6211\u559c\u6b22\u5148\u5728 Ask \u6a21\u5f0f\u4e0b\u8ba8\u8bba\u8ba1\u5212\u6216\u5bfb\u6c42\u89e3\u91ca\uff0c\u518d\u8ba9 GitHub Copilot [&hellip;]<\/p>\n","protected":false},"author":34512,"featured_media":1148951,"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-1148943","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:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-blog-post\/1148943","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-blog-post"}],"about":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/types\/msr-blog-post"}],"author":[{"embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/users\/34512"}],"version-history":[{"count":6,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-blog-post\/1148943\/revisions"}],"predecessor-version":[{"id":1148953,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-blog-post\/1148943\/revisions\/1148953"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media\/1148951"}],"wp:attachment":[{"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/media?parent=1148943"}],"wp:term":[{"taxonomy":"msr-research-area","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/research-area?post=1148943"},{"taxonomy":"msr-locale","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-locale?post=1148943"},{"taxonomy":"msr-post-option","embeddable":true,"href":"https:\/\/www.microsoft.com\/en-us\/research\/wp-json\/wp\/v2\/msr-post-option?post=1148943"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}