{"id":1069980,"date":"2022-12-07T23:00:00","date_gmt":"2022-12-08T07:00:00","guid":{"rendered":"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/?post_type=msr-blog-post&#038;p=1069980"},"modified":"2024-09-25T03:19:12","modified_gmt":"2024-09-25T10:19:12","slug":"a-conversation-with-kevin-scott-whats-next-in-ai","status":"publish","type":"msr-blog-post","link":"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/articles\/a-conversation-with-kevin-scott-whats-next-in-ai\/","title":{"rendered":"\u5bf9\u8bdd\u5fae\u8f6fCTO Kevin Scott\uff1a\u4eba\u5de5\u667a\u80fd\u7684\u672a\u6765\u4e4b\u8def"},"content":{"rendered":"\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/kevin-scott-dall-e_1920x1080-hero-1024x576.jpg\" alt=\"photo\" class=\"wp-image-1070073\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/kevin-scott-dall-e_1920x1080-hero-1024x576.jpg 1024w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/kevin-scott-dall-e_1920x1080-hero-300x169.jpg 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/kevin-scott-dall-e_1920x1080-hero-768x432.jpg 768w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/kevin-scott-dall-e_1920x1080-hero-1536x864.jpg 1536w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/kevin-scott-dall-e_1920x1080-hero-1066x600.jpg 1066w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/kevin-scott-dall-e_1920x1080-hero-655x368.jpg 655w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/kevin-scott-dall-e_1920x1080-hero-240x135.jpg 240w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/kevin-scott-dall-e_1920x1080-hero-640x360.jpg 640w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/kevin-scott-dall-e_1920x1080-hero-960x540.jpg 960w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/kevin-scott-dall-e_1920x1080-hero-1280x720.jpg 1280w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/kevin-scott-dall-e_1920x1080-hero.jpg 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p>\u5982\u4eca\uff0c\u4ece\u4e3a\u8f6f\u4ef6\u5f00\u53d1\u4eba\u5458\u751f\u6210\u4ee3\u7801\u5230\u4e3a\u56fe\u5f62\u8bbe\u8ba1\u5e08\u7ed8\u5236\u8349\u56fe\uff0c\u7531\u5927\u578b\u8bed\u8a00\u6a21\u578b\u9a71\u52a8\u7684\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u6b63\u5728\u6539\u53d8\u4eba\u4eec\u7684\u5de5\u4f5c\u548c\u521b\u4f5c\u65b9\u5f0f\u3002\u5fae\u8f6f\u6267\u884c\u526f\u603b\u88c1\u517c\u9996\u5e2d\u6280\u672f\u5b98 Kevin Scott \u8ba4\u4e3a\uff0c\u672a\u6765\uff0c\u65e0\u8bba\u662f\u5e2e\u52a9\u5e94\u5bf9\u6c14\u5019\u53d8\u5316\u53ca\u513f\u7ae5\u6559\u80b2\u7b49\u5168\u7403\u6311\u6218\uff0c\u8fd8\u662f\u5f7b\u5e95\u53d8\u9769\u533b\u7597\u5065\u5eb7\u3001\u6cd5\u5f8b\u3001\u6750\u6599\u79d1\u5b66\u751a\u81f3\u79d1\u5e7b\u5c0f\u8bf4\u7b49\u9886\u57df\uff0c\u8fd9\u4e9b\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u7684\u590d\u6742\u5ea6\u548c\u89c4\u6a21\u90fd\u5c06\u7ee7\u7eed\u589e\u957f\u3002<\/p>\n\n\n\n<p>\u8fd1\u671f\uff0cKevin Scott \u5c31\u4eba\u5de5\u667a\u80fd\u5bf9\u77e5\u8bc6\u5de5\u4f5c\u8005\u7684\u5f71\u54cd\u4ee5\u53ca\u4eba\u5de5\u667a\u80fd\u4e0b\u4e00\u6b65\u53d1\u5c55\u7b49\u8bdd\u9898\u5206\u4eab\u4e86\u4ed6\u7684\u770b\u6cd5\uff0c\u6838\u5fc3\u89c2\u70b9\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4eba\u5de5\u667a\u80fd\u5927\u6a21\u578b\u548c\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u7684\u53d1\u5c55\u5c06\u7ee7\u7eed\u63d0\u9ad8\u4eba\u4eec\u7684\u751f\u4ea7\u529b\u3001\u521b\u9020\u529b\u548c\u6ee1\u610f\u5ea6\u3002<\/li>\n\n\n\n<li>\u4eba\u5de5\u667a\u80fd\u5c06\u52a9\u529b\u5b9e\u73b0\u79d1\u5b66\u7a81\u7834\uff0c\u5e76\u5e2e\u52a9\u4e16\u754c\u89e3\u51b3\u4e00\u4e9b\u91cd\u5927\u6311\u6218\u3002<\/li>\n\n\n\n<li>\u968f\u7740\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u7684\u5e73\u53f0\u5316\uff0c\u4ee5\u53ca\u5fae\u8f6f\u7ee7\u7eed\u4ee5\u8d1f\u8d23\u4efb\u7684\u65b9\u5f0f\u4e3a\u5ba2\u6237\u63a8\u52a8\u4eba\u5de5\u667a\u80fd\u7684\u8fdb\u6b65\uff0c\u4e91\u3001\u57fa\u7840\u8bbe\u65bd\u6295\u8d44\u548c\u4ee5\u6781\u5176\u8d1f\u8d23\u4efb\u7684\u65b9\u5f0f\u53d1\u5c55\u4eba\u5de5\u667a\u80fd\u53d8\u5f97\u81f3\u5173\u91cd\u8981\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u4e0b\u9762\u5c31\u8ba9\u6211\u4eec\u4e00\u8d77\u6765\u770b\u4e00\u770b Kevin Scott \u5bf9\u4eba\u5de5\u667a\u80fd\u672a\u6765\u4e4b\u8def\u7684\u5c55\u671b\u5427\uff01<\/p>\n\n\n\n<p><strong>\u95ee\uff1a\u5728\u4f60\u770b\u6765\uff0c\u4eca\u5e74\u4eba\u5de5\u667a\u80fd\u9886\u57df\u6700\u91cd\u8981\u7684\u8fdb\u6b65\u6709\u54ea\u4e9b\uff1f<\/strong><\/p>\n\n\n\n<p><strong>Kevin Scott\uff1a<\/strong>\u5f53\u6211\u4eec\u8fdb\u51652022\u5e74\u65f6\uff0c\u6211\u60f3\u4eba\u5de5\u667a\u80fd\u9886\u57df\u7684\u51e0\u4e4e\u6bcf\u4e2a\u4eba\u90fd\u671f\u5f85\u5728\u63a5\u4e0b\u6765\u768412\u4e2a\u6708\u5de6\u53f3\u7684\u65f6\u95f4\u91cc\u80fd\u53d1\u751f\u5f15\u4eba\u77a9\u76ee\u7684\u5927\u4e8b\u3002\u73b0\u5728\uff0c\u8fd9\u4e00\u5e74\u9a6c\u4e0a\u5c31\u8981\u7ed3\u675f\u4e86\uff0c\u5373\u4f7f\u5f53\u521d\u7684\u671f\u671b\u9887\u9ad8\uff0c\u56de\u987e\u6211\u4eec\u5728\u4eba\u5de5\u667a\u80fd\u9886\u57df\u5404\u4e2a\u65b9\u9762\u53d6\u5f97\u7684\u521b\u65b0\u89c4\u6a21\u4f9d\u65e7\u4ee4\u4eba\u5174\u594b\u3002\u79d1\u7814\u4eba\u5458\u548c\u5176\u4ed6\u540c\u884c\u4eec\u4e3a\u63a8\u8fdb\u524d\u6cbf\u6280\u672f\u6240\u53d6\u5f97\u7684\u6210\u679c\uff0c\u4ec5\u5728\u51e0\u5e74\u524d\u90fd\u51e0\u4e4e\u662f\u65e0\u6cd5\u60f3\u8c61\u7684\u3002\u800c\u51e0\u4e4e\u6240\u6709\u8fd9\u4e9b\u90fd\u662f\u4eba\u5de5\u667a\u80fd\u5927\u6a21\u578b\u98de\u901f\u53d1\u5c55\u7684\u7ed3\u679c\u3002<\/p>\n\n\n\n<p>\u4eca\u5e74\u6709\u4e09\u9879\u6210\u679c\u8ba9\u6211\u5370\u8c61\u6700\u4e3a\u6df1\u523b\u3002\u9996\u5148\u662f GitHub Copilot \u7684\u53d1\u5e03\uff0c\u8fd9\u662f\u4e00\u4e2a\u57fa\u4e8e\u5927\u578b\u8bed\u8a00\u6a21\u578b\u7684\u7cfb\u7edf\uff0c\u5b83\u80fd\u5c06\u81ea\u7136\u8bed\u8a00\u63d0\u793a\u8bcd\u8f6c\u5316\u4e3a\u4ee3\u7801\uff0c\u7ed9\u5f00\u53d1\u4eba\u5458\u7684\u5de5\u4f5c\u6548\u7387\u5e26\u6765\u4e86\u975e\u5e38\u79ef\u6781\u7684\u5f71\u54cd\u3002\u672a\u6765\u7684\u53d1\u5c55\u5c06\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u53d6\u51b3\u4e8e\u6211\u4eec\u7f16\u5199\u8f6f\u4ef6\u7684\u80fd\u529b\uff0c\u56e0\u6b64 GitHub Copilot \u53f2\u65e0\u524d\u4f8b\u5730\u8ba9\u66f4\u5e7f\u6cdb\u7684\u4eba\u7fa4\u53ef\u4ee5\u62e5\u6709\u7f16\u7801\u6280\u80fd\uff0c\u8fd9\u4e00\u70b9\u975e\u5e38\u4e86\u4e0d\u8d77\u3002<\/p>\n\n\n\n<p>\u7b2c\u4e8c\u4e2a\u662f DALL\u2219E 2 \u7b49\u751f\u6210\u5f0f\u56fe\u50cf\u6a21\u578b\u5e7f\u53d7\u6b22\u8fce\u4e14\u53d8\u5f97\u66f4\u6613\u4f7f\u7528\u3002\u7d20\u63cf\u3001\u7ed8\u753b\u4ee5\u53ca\u638c\u63e1\u6240\u6709\u7684\u5e73\u9762\u8bbe\u8ba1\u3001\u63d2\u56fe\u548c\u827a\u672f\u5de5\u5177\u90fd\u9700\u8981\u76f8\u5f53\u9ad8\u8d85\u7684\u6280\u80fd\u3002\u50cf DALL\u2219E 2 \u8fd9\u6837\u7684\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u5c3d\u7ba1\u4e0d\u80fd\u628a\u666e\u901a\u4eba\u53d8\u6210\u4e13\u4e1a\u7684\u827a\u672f\u5bb6\uff0c\u4f46\u5b83\u7ed9\u4e86\u5f88\u591a\u4eba\u89c6\u89c9\u8868\u8fbe\u7684\u80fd\u529b\uff0c\u4e00\u79cd\u4ed6\u4eec\u4ece\u672a\u60f3\u8fc7\u81ea\u5df1\u4f1a\u62e5\u6709\u7684\u5168\u65b0\u8d85\u80fd\u529b\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u8fd8\u770b\u5230\uff0c\u4eba\u5de5\u667a\u80fd\u6a21\u578b\u53d8\u5f97\u8d8a\u6765\u8d8a\u5f3a\u5927\uff0c\u5e76\u4e3a\u5176\u6240\u8981\u89e3\u51b3\u7684\u95ee\u9898\u5e26\u6765\u4e86\u66f4\u591a\u5b9e\u8d28\u6027\u7684\u6536\u76ca\u3002\u7eb5\u89c2\u4eca\u5e74\u6574\u4e2a\u79d1\u6280\u884c\u4e1a\uff0c\u6211\u8ba4\u4e3a\u86cb\u767d\u8d28\u6298\u53e0\u65b9\u9762\u7684\u7814\u7a76\u975e\u5e38\u51fa\u8272\uff0c\u5305\u62ec\u5fae\u8f6f\u4e0e\u534e\u76db\u987f\u5927\u5b66\u86cb\u767d\u8d28\u8bbe\u8ba1\u7814\u7a76\u6240\u5927\u536b\u00b7\u8d1d\u514b\u5b9e\u9a8c\u5ba4\u5229\u7528 RoseTTAFold \u6240\u505a\u7684\u9879\u76ee\uff0c\u4ee5\u53ca\u5229\u7528\u4e00\u7cfb\u5217\u5148\u8fdb\u7684\u4eba\u5de5\u667a\u80fd\u6280\u672f\u5e2e\u52a9\u5176\u5f00\u5c55\u53d8\u9769\u6027\u7684\u5de5\u4f5c\u3002\u4efb\u4f55\u80fd\u5bf9\u79d1\u5b66\u548c\u533b\u5b66\u6709\u589e\u6548\u4f5c\u7528\u7684\u4e8b\u60c5\u5bf9\u4e16\u754c\u90fd\u662f\u6709\u76ca\u7684\uff0c\u56e0\u4e3a\u6211\u4eec\u9762\u4e34\u7684\u6700\u5927\u3001\u6700\u68d8\u624b\u7684\u95ee\u9898\u5c31\u5728\u8fd9\u4e9b\u9886\u57df\u4e2d\u3002<\/p>\n\n\n\n<p>2022\u5e74\u662f\u4e00\u4e2a\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u7684\u79d1\u6280\u5927\u5e74\u3002\u6211\u8ba4\u4e3a\u660e\u5e74\u4f1a\u66f4\u597d\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/a-conversation-with-kevin-scott-whats-next-in-ai-1.png\" alt=\"a person coding\" class=\"wp-image-1070076\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/a-conversation-with-kevin-scott-whats-next-in-ai-1.png 1024w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/a-conversation-with-kevin-scott-whats-next-in-ai-1-300x300.png 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/a-conversation-with-kevin-scott-whats-next-in-ai-1-150x150.png 150w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/a-conversation-with-kevin-scott-whats-next-in-ai-1-768x768.png 768w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/a-conversation-with-kevin-scott-whats-next-in-ai-1-180x180.png 180w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/a-conversation-with-kevin-scott-whats-next-in-ai-1-360x360.png 360w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>\u95ee\uff1a\u4f60\u8ba4\u4e3a\u63a5\u4e0b\u6765\u51e0\u5e74\uff0c\u4eba\u5de5\u667a\u80fd\u6280\u672f\u5728\u54ea\u4e9b\u65b9\u9762\u4f1a\u4ea7\u751f\u6700\u5927\u7684\u5f71\u54cd\uff1f<\/strong><\/p>\n\n\n\n<p><strong>Kevin Scott\uff1a<\/strong>\u6211\u53ef\u4ee5\u5f88\u6709\u628a\u63e1\u5730\u8bf4\uff0c2023\u5e74\u5c06\u4f1a\u662f\u4eba\u5de5\u667a\u80fd\u9886\u57df\u6709\u53f2\u4ee5\u6765\u6700\u6fc0\u52a8\u4eba\u5fc3\u7684\u4e00\u5e74\u3002\u4e4b\u524d\u6211\u4e5f\u66fe\u771f\u5fc3\u5b9e\u610f\u5730\u76f8\u4fe12022\u5e74\u662f\u6709\u53f2\u4ee5\u6765\u6700\u4ee4\u4eba\u6fc0\u52a8\u7684\u4e00\u5e74\u3002\u521b\u65b0\u7684\u6b65\u4f10\u4e00\u76f4\u5728\u5feb\u901f\u5411\u524d\u3002<\/p>\n\n\n\n<p>\u524d\u9762\u6211\u5df2\u7ecf\u8c08\u5230\u4e86 GitHub Copilot\uff0c\u4f46\u8fd9\u4e5f\u53ea\u662f\u4eba\u5de5\u667a\u80fd\u5927\u6a21\u578b\u6f5c\u5728\u80fd\u529b\u7684\u51b0\u5c71\u4e00\u89d2\uff0c\u5982\u679c\u628a\u540c\u6837\u7684\u7406\u5ff5\u5916\u63a8\u5230\u5404\u79cd\u4e0d\u540c\u7684\u573a\u666f\u4e2d\uff0c\u90a3\u4e48\u6211\u4eec\u5c31\u53ef\u4ee5\u5e2e\u52a9\u5230\u7f16\u7a0b\u4ee5\u5916\u7684\u5176\u4ed6\u8111\u529b\u52b3\u52a8\u3002\u6574\u4e2a\u77e5\u8bc6\u7ecf\u6d4e\u5c06\u4f1a\u89c1\u8bc1\u4eba\u5de5\u667a\u80fd\u5982\u4f55\u5e2e\u52a9\u4eba\u4eec\u89e3\u51b3\u5de5\u4f5c\u4e2d\u7684\u91cd\u590d\u6027\u95ee\u9898\uff0c\u5e76\u8ba9\u5de5\u4f5c\u66f4\u6109\u5feb\u3001\u66f4\u6709\u6210\u5c31\u611f\u3002\u8fd9\u5c06\u9002\u7528\u4e8e\u51e0\u4e4e\u6240\u6709\u7684\u5de5\u4f5c\uff0c\u6bd4\u5982\u8bbe\u8ba1\u65b0\u5206\u5b50\u6765\u521b\u9020\u836f\u7269\u3001\u6839\u636e 3D \u6a21\u578b\u8bbe\u8ba1\u5236\u9020\u201c\u914d\u65b9\u201d\uff0c\u6216\u8005\u662f\u5355\u7eaf\u7684\u5199\u4f5c\u548c\u7f16\u8f91\u3002<\/p>\n\n\n\n<p>\u4f8b\u5982\uff0c\u6211\u4e00\u76f4\u5728\u4f7f\u7528\u4e00\u4e2a\u6211\u57fa\u4e8e GPT-3 \u4e3a\u81ea\u5df1\u6784\u5efa\u7684\u5b9e\u9a8c\u7cfb\u7edf\uff0c\u6765\u5e2e\u52a9\u6211\u5b8c\u6210\u4e00\u4ef6\u4ece\u5341\u51e0\u5c81\u8d77\u5c31\u60f3\u505a\u7684\u4e8b\u60c5\u2014\u2014\u5199\u4e00\u672c\u79d1\u5e7b\u5c0f\u8bf4\u3002\u6211\u7684\u7b14\u8bb0\u672c\u4e0a\u5199\u6ee1\u4e86\u6211\u4e3a\u8bbe\u60f3\u4e2d\u7684\u4e66\u7f16\u5199\u7684\u6982\u8981\uff0c\u63cf\u8ff0\u4e86\u4e66\u4e2d\u7684\u5927\u81f4\u5185\u5bb9\u548c\u8fd9\u4e9b\u6545\u4e8b\u5c06\u53d1\u751f\u5728\u4ec0\u4e48\u6837\u7684\u5b87\u5b99\u4e2d\u3002\u5982\u679c\u6211\u7528\u4f20\u7edf\u65b9\u5f0f\u5199\u4e66\uff0c\u4e00\u5929\u80fd\u51992000\u4e2a\u5b57\uff0c\u6211\u5c31\u4f1a\u89c9\u5f97\u81ea\u5df1\u5f88\u4e0d\u9519\u4e86\u3002\u4f46\u6709\u4e86\u8fd9\u4e2a\u5de5\u5177\uff0c\u6211\u5c31\u53ef\u4ee5\u6253\u7834\u50f5\u5c40\uff0c\u6211\u7ecf\u5e38\u53ef\u4ee5\u4e00\u5929\u5199\u51fa6000\u4e2a\u5b57\uff0c\u8fd9\u5bf9\u6211\u6765\u8bf4\u5df2\u7ecf\u5f88\u591a\u4e86\u3002\u4e0e\u4e4b\u524d\u76f8\u6bd4\uff0c\u8fd9\u662f\u4e00\u4e2a\u66f4\u52a0\u5145\u6ee1\u6d3b\u529b\u7684\u8fc7\u7a0b\u3002<\/p>\n\n\n\n<p>\u8fd9\u5c31\u662f\u201c<strong>\u4e00\u5207\u7686\u6709\u526f\u9a7e\u9a76\uff08copilot for everything\uff09<\/strong>\u201d\u7684\u68a6\u60f3\u2014\u2014\u5f53\u4f60\u505a\u4efb\u4f55\u7c7b\u578b\u7684\u8ba4\u77e5\u5de5\u4f5c\u65f6\uff0c\u90fd\u4f1a\u6709\u4e00\u4e2a\u201c\u526f\u9a7e\u9a76\u201d\u5750\u5728\u4f60\u8eab\u8fb9\uff0c\u5b83\u4e0d\u4ec5\u53ef\u4ee5\u5e2e\u52a9\u4f60\u5b8c\u6210\u66f4\u591a\u7684\u5de5\u4f5c\uff0c\u800c\u4e14\u8fd8\u80fd\u4ee5\u65b0\u9896\u6709\u8da3\u7684\u65b9\u5f0f\u589e\u5f3a\u4f60\u7684\u521b\u9020\u529b\u3002<\/p>\n\n\n\n<p><strong>\u95ee\uff1a\u8fd9\u79cd\u751f\u4ea7\u529b\u7684\u63d0\u9ad8\u663e\u7136\u4e5f\u4f1a\u63d0\u5347\u6ee1\u610f\u5ea6\u3002\u4e3a\u4ec0\u4e48\u8fd9\u4e9b\u5de5\u5177\u80fd\u7ed9\u5de5\u4f5c\u5e26\u6765\u66f4\u591a\u4e50\u8da3\uff1f<\/strong><\/p>\n\n\n\n<p><strong>Kevin Scott\uff1a<\/strong>\u6211\u4eec\u6240\u6709\u4eba\u90fd\u9700\u8981\u4f7f\u7528\u5de5\u5177\u6765\u5b8c\u6210\u5de5\u4f5c\u3002\u5176\u4e2d\u4e00\u4e9b\u4eba\u975e\u5e38\u4e50\u610f\u83b7\u5f97\u3001\u638c\u63e1\u8fd9\u4e9b\u5de5\u5177\uff0c\u5e76\u4e14\u5f04\u6e05\u5982\u4f55\u4ee5\u8d85\u7ea7\u6709\u6548\u7684\u65b9\u5f0f\u7528\u5b83\u4eec\u6765\u505a\u4e8b\u3002\u5728\u5f88\u591a\u60c5\u51b5\u4e0b\uff0c\u4eba\u4eec\u5df2\u7ecf\u6709\u4e86\u5168\u65b0\u3001\u6709\u8da3\u4e14\u4ece\u6839\u672c\u4e0a\u6bd4\u4ee5\u524d\u66f4\u6709\u6548\u7684\u5de5\u5177\u3002\u6211\u4eec\u505a\u8fc7\u4e00\u9879\u7814\u7a76\uff0c\u53d1\u73b0\u4f7f\u7528\u65e0\u4ee3\u7801\u6216\u4f4e\u4ee3\u7801\u5de5\u5177\u5bf9\u7528\u6237\u7684\u5de5\u4f5c\u6ee1\u610f\u5ea6\u3001\u603b\u4f53\u5de5\u4f5c\u91cf\u548c\u5458\u5de5\u58eb\u6c14\u4ea7\u751f\u4e8680%\u4ee5\u4e0a\u7684\u79ef\u6781\u5f71\u54cd\uff0c\u7279\u522b\u662f\u5bf9\u90a3\u4e9b\u5904\u4e8e\u76f8\u5bf9\u65e9\u671f\u9636\u6bb5\u7684\u5de5\u5177\uff0c\u8fd9\u662f\u4e00\u4e2a\u5de8\u5927\u7684\u597d\u5904\u3002<\/p>\n\n\n\n<p>\u5bf9\u4e8e\u4e00\u4e9b\u5458\u5de5\u6765\u8bf4\uff0c\u8fd9\u5b9e\u9645\u4e0a\u662f\u5728\u5f3a\u5316\u5de5\u4f5c\u7684\u6838\u5fc3\u6d41\u7a0b\uff0c\u5b83\u4f1a\u8ba9\u4f60\u52a0\u901f\u3002\u5c31\u50cf\u7a7f\u7740\u4e00\u53cc\u66f4\u597d\u7684\u8dd1\u978b\u53bb\u8dd1\u6b65\u6216\u53c2\u52a0\u9a6c\u62c9\u677e\u3002\u6211\u4eec\u53d1\u73b0\u8fd9\u6b63\u662f\u5f00\u53d1\u4eba\u5458\u4f7f\u7528 Copilot \u65f6\u7684\u4f53\u9a8c\uff0c\u636e\u4ed6\u4eec\u53cd\u9988\uff0cCopilot \u53ef\u4ee5\u5e2e\u52a9\u4ed6\u4eec\u4fdd\u6301\u5fc3\u6d41\u72b6\u6001\uff0c\u5e76\u4e14\u5728\u9762\u5bf9\u66fe\u7ecf\u770b\u8d77\u6765\u67af\u71e5\u91cd\u590d\u7684\u4efb\u52a1\u65f6\u4f9d\u7136\u5934\u8111\u6e05\u9192\u3002\u5f53\u4eba\u5de5\u667a\u80fd\u5de5\u5177\u53ef\u4ee5\u5e2e\u52a9\u4eba\u4eec\u6d88\u9664\u5de5\u4f5c\u4e2d\u7684\u82e6\u5dee\u4e8b\uff0c\u4e5f\u5c31\u662f\u90a3\u4e9b\u91cd\u590d\u7684\u6216\u4ee4\u4eba\u8ba8\u538c\u7684\u6216\u59a8\u788d\u4ed6\u4eec\u505a\u771f\u6b63\u559c\u6b22\u7684\u4e8b\u60c5\u7684\u5de5\u4f5c\uff0c\u6beb\u65e0\u7591\u95ee\u8fd9\u4f1a\u63d0\u9ad8\u6ee1\u610f\u5ea6\u3002<\/p>\n\n\n\n<p>\u5c31\u6211\u4e2a\u4eba\u800c\u8a00\uff0c\u8fd9\u4e9b\u5de5\u5177\u8ba9\u6211\u53ef\u4ee5\u6bd4\u4ee5\u524d\u66f4\u957f\u4e45\u5730\u5904\u4e8e\u5fc3\u6d41\u72b6\u6001\u3002\u521b\u610f\u6d41\u7684\u5929\u654c\u662f\u5206\u5fc3\u548c\u601d\u7ef4\u505c\u6ede\u3002\u4f8b\u5982\uff0c\u5f53\u6211\u4e0d\u592a\u6e05\u695a\u8be5\u5982\u4f55\u89e3\u51b3\u4e0b\u4e00\u4e2a\u95ee\u9898\uff0c\u6216\u8005\u4e0b\u4e00\u95ee\u9898\u662f\u201c\u6211\u5f97\u53bb\u67e5\u4e00\u4e0b\u8fd9\u4e2a\u95ee\u9898\uff0c\u6211\u4e0d\u5f97\u4e0d\u4ece\u6b63\u5728\u505a\u7684\u5de5\u4f5c\u4e2d\u5207\u6362\u51fa\u6765\uff0c\u53bb\u89e3\u51b3\u4e00\u4e2a\u4ece\u5c5e\u6027\u95ee\u9898\u3002\u201d\u8fd9\u4e9b\u5de5\u5177\u8d8a\u6765\u8d8a\u591a\u5730\u4e3a\u6211\u89e3\u51b3\u4e86\u8fd9\u4e9b\u4ece\u5c5e\u6027\u95ee\u9898\uff0c\u6211\u5219\u53ef\u4ee5\u4e00\u76f4\u4fdd\u6301\u5728\u5fc3\u6d41\u72b6\u6001\u4e2d\u3002<\/p>\n\n\n\n<p><strong>\u95ee\uff1a\u9664\u4e86 GitHub Copilot \u548c DALL\u2219E 2 \u4e4b\u5916\uff0c\u4eba\u5de5\u667a\u80fd\u8fd8\u4ee5\u5176\u4ed6\u65b9\u5f0f\u51fa\u73b0\u5728\u4e86\u5fae\u8f6f\u7684\u4ea7\u54c1\u548c\u670d\u52a1\u4e2d\u3002\u90a3\u4e48\u4e0b\u4e00\u4ee3\u4eba\u5de5\u667a\u80fd\u5982\u4f55\u6539\u8fdb Teams \u548c Word \u7b49\u73b0\u6709\u4ea7\u54c1\uff1f<\/strong><\/p>\n\n\n\n<p><strong>Kevin Scott\uff1a<\/strong>\u8fd9\u662f\u4e00\u4e2a\u4eba\u5de5\u667a\u80fd\u4e0d\u4e3a\u4eba\u77e5\u7684\u6545\u4e8b\u3002\u8fc4\u4eca\u4e3a\u6b62\uff0c\u4eba\u5de5\u667a\u80fd\u5e26\u6765\u7684\u5927\u90e8\u5206\u76ca\u5904\u90fd\u5206\u6563\u57281000\u79cd\u4e0d\u540c\u7684\u5730\u65b9\uff0c\u4f60\u751a\u81f3\u53ef\u80fd\u90fd\u6ca1\u6709\u610f\u8bc6\u5230\u4f60\u83b7\u5f97\u7684\u4ea7\u54c1\u4f53\u9a8c\u4e2d\u6709\u591a\u5c11\u6765\u81ea\u673a\u5668\u5b66\u4e60\u7cfb\u7edf\u3002\u4f8b\u5982\uff0c\u5728 Teams \u89c6\u9891\u901a\u8bdd\u529f\u80fd\u7684\u7cfb\u7edf\u4e2d\uff0c\u6240\u6709\u8fd9\u4e9b\u53c2\u6570\u90fd\u662f\u901a\u8fc7\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u5b66\u4e60\u7684\uff1b\u97f3\u9891\u7cfb\u7edf\u6709\u6296\u52a8\u7f13\u51b2\u5668\u4f7f\u6c9f\u901a\u987a\u7545\uff1b\u5c4f\u5e55\u4e0a\u663e\u793a\u7684\u6a21\u7cca\u7684\u80cc\u666f\u6548\u679c\u4e5f\u662f\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u5728\u8d77\u4f5c\u7528\u3002\u6709\u5341\u51e0\u4e2a\u673a\u5668\u5b66\u4e60\u7cfb\u7edf\u534f\u540c\u5de5\u4f5c\uff0c\u624d\u8ba9\u6211\u4eec\u7684\u4ea4\u6d41\u4f53\u9a8c\u53d8\u5f97\u66f4\u52a0\u6109\u5feb\u3002\u800c\u6574\u4e2a\u5fae\u8f6f\u516c\u53f8\u7684\u4ea7\u54c1\u548c\u670d\u52a1\u90fd\u662f\u5982\u6b64\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u5df2\u7ecf\u5c06\u673a\u5668\u5b66\u4e60\u7684\u5e94\u7528\u4ece\u51e0\u4e2a\u5730\u65b9\u6269\u5c55\u5230\u904d\u5e03\u4e0d\u540c\u4ea7\u54c1\u7684\u4e0a\u5343\u4e2a\u573a\u666f\uff0c\u4ece Outlook \u7535\u5b50\u90ae\u4ef6\u5ba2\u6237\u7aef\u7684\u8fd0\u4f5c\u3001Word \u4e2d\u7684\u6587\u672c\u9884\u6d4b\u3001\u5fc5\u5e94\uff08Bing\uff09\u641c\u7d22\u7684\u4f53\u9a8c\uff0c\u5230\u7528\u6237\u5728 Xbox Cloud Gaming \u548c LinkedIn \u4e2d\u770b\u5230\u7684\u4fe1\u606f\u6d41\u662f\u4ec0\u4e48\u6837\u7684\uff0c\u65e0\u5904\u4e0d\u5728\u7684\u4eba\u5de5\u667a\u80fd\u6b63\u5728\u8ba9\u8fd9\u4e9b\u4ea7\u54c1\u53d8\u5f97\u66f4\u597d\u3002<\/p>\n\n\n\n<p>\u8fc7\u53bb\u4e24\u5e74\u53d1\u751f\u4e86\u5f88\u5927\u53d8\u5316\u7684\u4e00\u4ef6\u4e8b\u662f\uff0c\u66fe\u7ecf\u6211\u4eec\u9700\u8981\u4e3a\u6240\u6709\u4ea7\u54c1\u9488\u5bf9\u6bcf\u9879\u4efb\u52a1\u4e13\u95e8\u5b9a\u5236\u4e00\u4e2a\u6a21\u578b\uff0c\u73b0\u5728\u4e00\u4e2a\u6a21\u578b\u53ef\u4ee5\u7528\u5728\u5f88\u591a\u5730\u65b9\uff0c\u56e0\u4e3a\u5b83\u4eec\u62e5\u6709\u4e86\u5f88\u5f3a\u7684\u6cdb\u5316\u6027\u3002\u80fd\u591f\u6295\u8d44\u4e8e\u8fd9\u4e9b\u968f\u7740\u89c4\u6a21\u6269\u5c55\u800c\u53d8\u5f97\u66f4\u5f3a\u5927\u7684\u6a21\u578b\uff0c\u7136\u540e\u8ba9\u6240\u6709\u6784\u5efa\u5728\u6a21\u578b\u4e4b\u4e0a\u7684\u4e1c\u897f\u540c\u6b65\u53d7\u76ca\u4e8e\u4f60\u6240\u505a\u7684\u6539\u8fdb\uff0c\u8fd9\u662f\u5341\u5206\u4e86\u4e0d\u8d77\u7684\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/a-conversation-with-kevin-scott-whats-next-in-ai-2.png\" alt=\"a person watch tv\" class=\"wp-image-1070079\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/a-conversation-with-kevin-scott-whats-next-in-ai-2.png 1024w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/a-conversation-with-kevin-scott-whats-next-in-ai-2-300x300.png 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/a-conversation-with-kevin-scott-whats-next-in-ai-2-150x150.png 150w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/a-conversation-with-kevin-scott-whats-next-in-ai-2-768x768.png 768w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/a-conversation-with-kevin-scott-whats-next-in-ai-2-180x180.png 180w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/a-conversation-with-kevin-scott-whats-next-in-ai-2-360x360.png 360w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>\u95ee\uff1a\u5fae\u8f6f\u901a\u8fc7 AI4Science \u548c AI for Good \u7b49\u5021\u8bae\u6301\u7eed\u63a8\u8fdb\u4eba\u5de5\u667a\u80fd\u7684\u7814\u53d1\u3002\u4eba\u5de5\u667a\u80fd\u9886\u57df\u6700\u8ba9\u4f60\u5174\u594b\u7684\u662f\u4ec0\u4e48\uff1f<\/strong><\/p>\n\n\n\n<p><strong>Kevin Scott\uff1a<\/strong>\u6211\u4eec\u7684\u793e\u4f1a\u73b0\u5728\u9762\u4e34\u7684\u6700\u5177\u6311\u6218\u6027\u7684\u95ee\u9898\u90fd\u5728\u79d1\u5b66\u9886\u57df\u3002\u5982\u4f55\u6cbb\u7597\u90a3\u4e9b\u96be\u4ee5\u6cbb\u6108\u7684\u590d\u6742\u75be\u75c5\uff1f\u5982\u4f55\u4e3a\u4e0b\u4e00\u573a\u5927\u6d41\u884c\u75c5\u505a\u597d\u51c6\u5907\uff1f\u5982\u4f55\u4e3a\u9010\u6e10\u8001\u9f84\u5316\u7684\u4eba\u53e3\u63d0\u4f9b\u8d1f\u62c5\u5f97\u8d77\u7684\u9ad8\u8d28\u91cf\u533b\u7597\uff1f\u5982\u4f55\u5e2e\u52a9\u66f4\u591a\u7684\u5b69\u5b50\u63a5\u53d7\u4ed6\u4eec\u672a\u6765\u6240\u9700\u7684\u6280\u80fd\u6559\u80b2\uff1f\u5982\u4f55\u901a\u8fc7\u5f00\u53d1\u6280\u672f\u6765\u62b5\u6d88\u78b3\u6392\u653e\u4ea7\u751f\u7684\u4e00\u4e9b\u8d1f\u9762\u5f71\u54cd\uff1f\u6211\u4eec\u6b63\u5728\u63a2\u7d22\u5982\u4f55\u5c06\u4eba\u5de5\u667a\u80fd\u4e2d\u4e00\u4e9b\u4ee4\u4eba\u5174\u594b\u7684\u53d1\u5c55\u6210\u679c\u7528\u4e8e\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\u3002<\/p>\n\n\n\n<p>\u8fd9\u4e9b\u57fa\u7840\u79d1\u5b66\u5e94\u7528\u4e2d\u7684\u6a21\u578b\u5177\u6709\u4e0e\u5927\u578b\u8bed\u8a00\u6a21\u578b\u76f8\u540c\u7684\u89c4\u6a21\u6269\u5c55\u7279\u6027\u3002\u5f53\u4f60\u5efa\u7acb\u4e00\u4e2a\u6a21\u578b\uff0c\u8ba9\u5b83\u8fdb\u5165\u67d0\u79cd\u81ea\u76d1\u7763\u6a21\u5f0f\uff0c\u5b83\u5c31\u53ef\u4ee5\u4ece\u6a21\u62df\u4e2d\u5b66\u4e60\uff0c\u6216\u8005\u901a\u8fc7\u81ea\u8eab\u89c2\u5bdf\u7279\u5b9a\u9886\u57df\u7684\u80fd\u529b\u6765\u5b66\u4e60\uff0c\u7136\u540e\u5f97\u5230\u7684\u6a21\u578b\u53ef\u4ee5\u8ba9\u4f60\u663e\u8457\u6539\u53d8\u6240\u5e94\u7528\u9886\u57df\u7684\u8868\u73b0\uff0c\u65e0\u8bba\u4f60\u662f\u5728\u505a\u8ba1\u7b97\u6d41\u4f53\u529b\u5b66\u6a21\u62df\uff0c\u8fd8\u662f\u836f\u7269\u8bbe\u8ba1\u7684\u5206\u5b50\u52a8\u529b\u5b66\u7814\u7a76\u3002<\/p>\n\n\n\n<p>\u8fd9\u5176\u4e2d\u8574\u542b\u7740\u5de8\u5927\u7684\u673a\u9047\u3002\u8fd9\u610f\u5473\u7740\u6211\u4eec\u80fd\u627e\u5230\u66f4\u597d\u7684\u836f\u7269\uff0c\u610f\u5473\u7740\u4e5f\u8bb8\u6211\u4eec\u53ef\u4ee5\u627e\u5230\u89e3\u51b3\u78b3\u6392\u653e\u95ee\u9898\u7684\u65b0\u50ac\u5316\u5242\uff0c\u610f\u5473\u7740\u5168\u9762\u52a0\u5feb\u79d1\u5b66\u5bb6\u548c\u5176\u4ed6\u6709\u7740\u8fdc\u5927\u60f3\u6cd5\u7684\u4eba\u4eec\u52aa\u529b\u89e3\u51b3\u5168\u793e\u4f1a\u6700\u4e25\u5cfb\u6311\u6218\u7684\u901f\u5ea6\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/a-conversation-with-kevin-scott-whats-next-in-ai-3.png\" alt=\"lab\" class=\"wp-image-1070082\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/a-conversation-with-kevin-scott-whats-next-in-ai-3.png 1024w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/a-conversation-with-kevin-scott-whats-next-in-ai-3-300x300.png 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/a-conversation-with-kevin-scott-whats-next-in-ai-3-150x150.png 150w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/a-conversation-with-kevin-scott-whats-next-in-ai-3-768x768.png 768w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/a-conversation-with-kevin-scott-whats-next-in-ai-3-180x180.png 180w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/a-conversation-with-kevin-scott-whats-next-in-ai-3-360x360.png 360w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>\u95ee\uff1a\u8ba1\u7b97\u6280\u672f\u548c\u786c\u4ef6\u7684\u7a81\u7834\u5982\u4f55\u4fc3\u8fdb\u4eba\u5de5\u667a\u80fd\u7684\u8fdb\u6b65\uff1f<\/strong><\/p>\n\n\n\n<p><strong>Kevin Scott\uff1a<\/strong>\u6211\u4eec\u5728\u4eba\u5de5\u667a\u80fd\u9886\u57df\u770b\u5230\u7684\u51e0\u4e4e\u6240\u6709\u6700\u65b0\u8fdb\u5c55\u80cc\u540e\u7684\u6839\u6e90\uff0c\u662f\u6211\u4eec\u9a8c\u8bc1\u4e86\u6a21\u578b\u89c4\u6a21\u7684\u91cd\u8981\u6027\u3002\u4e8b\u5b9e\u8bc1\u660e\uff0c\u57fa\u4e8e\u66f4\u591a\u6570\u636e\u548c\u66f4\u591a\u8ba1\u7b97\u80fd\u529b\u8bad\u7ec3\u51fa\u6765\u7684\u6a21\u578b\u5177\u6709\u66f4\u4e30\u5bcc\u548c\u66f4\u901a\u7528\u7684\u80fd\u529b\u3002\u5982\u679c\u60f3\u7ee7\u7eed\u63a8\u52a8\u8fd9\u4e00\u8fdb\u6b65\u2014\u2014\u9700\u8981\u660e\u786e\u7684\u662f\uff0c\u76ee\u524d\u6211\u4eec\u8fd8\u6ca1\u6709\u770b\u5230\u6269\u5927\u89c4\u6a21\u6240\u5e26\u6765\u7684\u597d\u5904\u7684\u8fb9\u754c\uff0c\u6211\u4eec\u8981\u505a\u7684\u662f\u5c3d\u53ef\u80fd\u4f18\u5316\u548c\u6269\u5c55\u8ba1\u7b97\u80fd\u529b\u3002<\/p>\n\n\n\n<p>\u4e24\u5e74\u524d\uff0c\u5fae\u8f6f\u63a8\u51fa\u4e86\u7b2c\u4e00\u53f0 Azure AI \u8d85\u7ea7\u8ba1\u7b97\u673a\uff0c\u5728\u4eca\u5e74\u7684 Build \u5f00\u53d1\u8005\u5927\u4f1a\u4e0a\uff0c\u6211\u66fe\u8bf4\u6211\u4eec\u73b0\u5728\u62e5\u6709\u591a\u4e2a\u8d85\u7ea7\u8ba1\u7b97\u7cfb\u7edf\uff0c\u800c\u4e14\u6211\u4eec\u975e\u5e38\u786e\u4fe1\u8fd9\u4e9b\u7cfb\u7edf\u662f\u5f53\u4eca\u5168\u7403\u89c4\u6a21\u6700\u5927\u3001\u529f\u80fd\u6700\u5f3a\u7684 AI \u8d85\u7ea7\u8ba1\u7b97\u673a\u3002\u6211\u4eec\u548c OpenAI \u4f7f\u7528\u8fd9\u4e9b\u57fa\u7840\u8bbe\u65bd\u6765\u8bad\u7ec3\u6211\u4eec\u51e0\u4e4e\u6240\u6709\u6700\u5148\u8fdb\u7684\u5927\u6a21\u578b\uff0c\u5176\u4e2d\u5305\u62ec\u5fae\u8f6f\u7684\u56fe\u7075\uff08Turing\uff09\u3001Z-code \u548c Florence \u6a21\u578b\uff0c\u4ee5\u53ca OpenAI \u7684 GPT\u3001DALL\u2219E \u548c Codex \u6a21\u578b\u3002\u6700\u8fd1\uff0c\u6211\u4eec\u8fd8\u5ba3\u5e03\u4e0e\u82f1\u4f1f\u8fbe\uff08NVIDIA\uff09\u7684\u5408\u4f5c\uff0c\u6253\u9020\u4e00\u53f0\u7ed3\u5408\u4e86 Azure \u57fa\u7840\u8bbe\u65bd\u548c\u82f1\u4f1f\u8fbe GPU \u7684\u8d85\u7ea7\u8ba1\u7b97\u673a\u3002<\/p>\n\n\n\n<p>\u8fd9\u5176\u4e2d\u7684\u4e00\u4e9b\u8fdb\u5c55\u5c31\u662f\u901a\u8fc7\u4f7f\u7528\u8d8a\u6765\u8d8a\u5927\u7684 GPU \u96c6\u7fa4\u5b9e\u73b0\u5927\u89c4\u6a21\u5f3a\u529b\u8ba1\u7b97\u800c\u53d6\u5f97\u7684\u3002\u7136\u800c\uff0c\u66f4\u5927\u7684\u7a81\u7834\u6216\u8bb8\u5728\u4e8e\u8f6f\u4ef6\u5c42\uff0c\u5b83\u4f18\u5316\u4e86\u6a21\u578b\u548c\u6570\u636e\u5728\u8fd9\u4e9b\u5de8\u578b\u7cfb\u7edf\u4e2d\u7684\u5206\u5e03\u65b9\u5f0f\uff0c\u65e2\u53ef\u4ee5\u8bad\u7ec3\u6a21\u578b\uff0c\u53c8\u53ef\u4ee5\u8ba9\u8fd9\u4e9b\u6a21\u578b\u4e3a\u5ba2\u6237\u63d0\u4f9b\u670d\u52a1\u3002\u5982\u679c\u6211\u4eec\u5e0c\u671b\u5c06\u8fd9\u4e9b\u5927\u6a21\u578b\u4f5c\u4e3a\u4eba\u4eec\u53ef\u4ee5\u7528\u6765\u521b\u4f5c\u7684\u5e73\u53f0\uff0c\u90a3\u4e48\u5b83\u4eec\u5c31\u4e0d\u80fd\u53ea\u88ab\u4e16\u754c\u4e0a\u6781\u5c11\u6570\u62e5\u6709\u8db3\u591f\u8d44\u6e90\u6765\u5efa\u9020\u5de8\u578b\u8d85\u7ea7\u8ba1\u7b97\u673a\u7684\u79d1\u6280\u516c\u53f8\u6240\u4f7f\u7528\u3002<\/p>\n\n\n\n<p>\u56e0\u6b64\uff0c\u5fae\u8f6f\u5bf9\u4e00\u4e9b\u8f6f\u4ef6\u8fdb\u884c\u4e86\u5927\u91cf\u7684\u6295\u5165\uff0c\u4f8b\u5982\u7528 DeepSpeed \u6765\u63d0\u9ad8\u8bad\u7ec3\u6548\u7387\uff0c\u7528 ONNX Runtime \u6765\u52a0\u901f\u63a8\u7406\u3002\u8fd9\u4e9b\u8f6f\u4ef6\u9488\u5bf9\u6210\u672c\u548c\u5ef6\u8fdf\u8fdb\u884c\u4e86\u4f18\u5316\uff0c\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u8ba9\u8fd9\u4e9b\u4eba\u5de5\u667a\u80fd\u5927\u6a21\u578b\u66f4\u5bb9\u6613\u4e3a\u4eba\u4eec\u6240\u7528\uff0c\u4e5f\u66f4\u6709\u4ef7\u503c\u3002\u6211\u4e3a\u6211\u4eec\u7684\u8fd9\u4e9b\u6280\u672f\u56e2\u961f\u611f\u5230\u81ea\u8c6a\uff0c\u56e0\u4e3a\u5fae\u8f6f\u5728\u8fd9\u4e00\u9886\u57df\u786e\u5b9e\u5904\u4e8e\u884c\u4e1a\u9886\u5148\u5730\u4f4d\uff0c\u800c\u4e14\u6211\u4eec\u5bf9\u6240\u6709\u8fd9\u4e9b\u6210\u679c\u90fd\u8fdb\u884c\u4e86\u5f00\u6e90\uff0c\u4ee5\u4fbf\u5176\u4ed6\u4eba\u4e5f\u80fd\u591f\u4e0d\u65ad\u63d0\u5347\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"1024\" src=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/a-conversation-with-kevin-scott-whats-next-in-ai-4.png\" alt=\"datacenter\" class=\"wp-image-1070085\" srcset=\"https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/a-conversation-with-kevin-scott-whats-next-in-ai-4.png 1024w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/a-conversation-with-kevin-scott-whats-next-in-ai-4-300x300.png 300w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/a-conversation-with-kevin-scott-whats-next-in-ai-4-150x150.png 150w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/a-conversation-with-kevin-scott-whats-next-in-ai-4-768x768.png 768w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/a-conversation-with-kevin-scott-whats-next-in-ai-4-180x180.png 180w, https:\/\/new-cm-edgedigital.pages.dev\/en-us\/research\/wp-content\/uploads\/2024\/08\/a-conversation-with-kevin-scott-whats-next-in-ai-4-360x360.png 360w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n\n\n\n<p><strong>\u95ee\uff1a\u4e0e\u8fd9\u4e9b\u8fdb\u6b65\u76f8\u4f34\u7684\u662f\u4eba\u4eec\u5bf9\u201c\u4eba\u5de5\u667a\u80fd\u5c06\u5f71\u54cd\u5c31\u4e1a\u201d\u7684\u62c5\u5fe7\u3002\u4f60\u5982\u4f55\u770b\u5f85\u4eba\u5de5\u667a\u80fd\u548c\u5c31\u4e1a\u7684\u95ee\u9898\uff1f<\/strong><\/p>\n\n\n\n<p><strong>Kevin Scott\uff1a<\/strong>\u6211\u4eec\u751f\u6d3b\u5728\u4e00\u4e2a\u5f02\u5e38\u590d\u6742\u548c\u5b8f\u89c2\u7ecf\u6d4e\u5386\u53f2\u6027\u53d8\u9769\u7684\u65f6\u4ee3\uff0c\u5c55\u671b\u672a\u67655\u523010\u5e74\uff0c\u6211\u4eec\u9700\u8981\u5168\u65b0\u7684\u751f\u4ea7\u529b\u5f62\u5f0f\uff0c\u8ba9\u6240\u6709\u4eba\u90fd\u80fd\u591f\u7ee7\u7eed\u4eab\u53d7\u8fdb\u6b65\u3002\u6211\u4eec\u5e0c\u671b\u5c06\u8fd9\u4e9b\u4eba\u5de5\u667a\u80fd\u5de5\u5177\u6253\u9020\u6210\u5e73\u53f0\uff0c\u4eba\u4eec\u53ef\u4ee5\u4f7f\u7528\u8fd9\u4e9b\u5e73\u53f0\u6765\u6784\u5efa\u4e1a\u52a1\u548c\u89e3\u51b3\u95ee\u9898\u3002\u6211\u4eec\u76f8\u4fe1\uff0c\u8fd9\u4e9b\u5e73\u53f0\u53ef\u4ee5\u8ba9\u66f4\u591a\u7684\u4eba\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u3002\u800c\u6709\u4e86\u8fd9\u4e9b\u5e73\u53f0\uff0c\u6211\u4eec\u5c31\u80fd\u89e3\u51b3\u66f4\u591a\u7684\u95ee\u9898\uff0c\u5c31\u4f1a\u6709\u80cc\u666f\u66f4\u52a0\u591a\u5143\u7684\u4eba\u4eec\u53c2\u4e0e\u5230\u6280\u672f\u7684\u521b\u9020\u4e2d\u6765\u3002<\/p>\n\n\n\n<p>\u6b64\u524d\uff0c\u4eba\u4eec\u9700\u8981\u5927\u91cf\u7684\u4e13\u4e1a\u77e5\u8bc6\u624d\u80fd\u5f00\u59cb\u4eba\u5de5\u667a\u80fd\u7684\u5b9e\u4f8b\u5316\u3002\u4f46\u73b0\u5728\u4f60\u53ef\u4ee5\u8c03\u7528\u5fae\u8f6f Azure \u8ba4\u77e5\u670d\u52a1\u548c\u5fae\u8f6f Azure OpenAI \u670d\u52a1\uff0c\u5e76\u5728\u8fd9\u4e9b\u670d\u52a1\u7684\u57fa\u7840\u4e0a\u6784\u5efa\u590d\u6742\u7684\u4ea7\u54c1\uff0c\u800c\u4f60\u4e0d\u5fc5\u662f AI 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Scott\uff1a\u6211\u53ef\u4ee5\u5f88\u6709\u628a\u63e1\u5730\u8bf4\uff0c2023\u5e74\u5c06\u4f1a\u662f\u4eba\u5de5\u667a\u80fd\u9886\u57df\u6709\u53f2\u4ee5\u6765\u6700\u6fc0\u52a8\u4eba\u5fc3\u7684\u4e00\u5e74\u3002\u4e4b\u524d\u6211\u4e5f\u66fe\u771f\u5fc3\u5b9e\u610f\u5730\u76f8\u4fe12022\u5e74\u662f\u6709\u53f2\u4ee5\u6765\u6700\u4ee4\u4eba\u6fc0\u52a8\u7684\u4e00\u5e74\u3002\u521b\u65b0\u7684\u6b65\u4f10\u4e00\u76f4\u5728\u5feb\u901f\u5411\u524d\u3002 \u524d\u9762\u6211\u5df2\u7ecf\u8c08\u5230\u4e86 GitHub Copilot\uff0c\u4f46\u8fd9\u4e5f\u53ea\u662f\u4eba\u5de5\u667a\u80fd\u5927\u6a21\u578b\u6f5c\u5728\u80fd\u529b\u7684\u51b0\u5c71\u4e00\u89d2\uff0c\u5982\u679c\u628a\u540c\u6837\u7684\u7406\u5ff5\u5916\u63a8\u5230\u5404\u79cd\u4e0d\u540c\u7684\u573a\u666f\u4e2d\uff0c\u90a3\u4e48\u6211\u4eec\u5c31\u53ef\u4ee5\u5e2e\u52a9\u5230\u7f16\u7a0b\u4ee5\u5916\u7684\u5176\u4ed6\u8111\u529b\u52b3\u52a8\u3002\u6574\u4e2a\u77e5\u8bc6\u7ecf\u6d4e\u5c06\u4f1a\u89c1\u8bc1\u4eba\u5de5\u667a\u80fd\u5982\u4f55\u5e2e\u52a9\u4eba\u4eec\u89e3\u51b3\u5de5\u4f5c\u4e2d\u7684\u91cd\u590d\u6027\u95ee\u9898\uff0c\u5e76\u8ba9\u5de5\u4f5c\u66f4\u6109\u5feb\u3001\u66f4\u6709\u6210\u5c31\u611f\u3002\u8fd9\u5c06\u9002\u7528\u4e8e\u51e0\u4e4e\u6240\u6709\u7684\u5de5\u4f5c\uff0c\u6bd4\u5982\u8bbe\u8ba1\u65b0\u5206\u5b50\u6765\u521b\u9020\u836f\u7269\u3001\u6839\u636e 3D \u6a21\u578b\u8bbe\u8ba1\u5236\u9020\u201c\u914d\u65b9\u201d\uff0c\u6216\u8005\u662f\u5355\u7eaf\u7684\u5199\u4f5c\u548c\u7f16\u8f91\u3002 \u4f8b\u5982\uff0c\u6211\u4e00\u76f4\u5728\u4f7f\u7528\u4e00\u4e2a\u6211\u57fa\u4e8e GPT-3 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\u8fd9\u5c31\u662f\u201c\u4e00\u5207\u7686\u6709\u526f\u9a7e\u9a76\uff08copilot for everything\uff09\u201d\u7684\u68a6\u60f3\u2014\u2014\u5f53\u4f60\u505a\u4efb\u4f55\u7c7b\u578b\u7684\u8ba4\u77e5\u5de5\u4f5c\u65f6\uff0c\u90fd\u4f1a\u6709\u4e00\u4e2a\u201c\u526f\u9a7e\u9a76\u201d\u5750\u5728\u4f60\u8eab\u8fb9\uff0c\u5b83\u4e0d\u4ec5\u53ef\u4ee5\u5e2e\u52a9\u4f60\u5b8c\u6210\u66f4\u591a\u7684\u5de5\u4f5c\uff0c\u800c\u4e14\u8fd8\u80fd\u4ee5\u65b0\u9896\u6709\u8da3\u7684\u65b9\u5f0f\u589e\u5f3a\u4f60\u7684\u521b\u9020\u529b\u3002 \u95ee\uff1a\u8fd9\u79cd\u751f\u4ea7\u529b\u7684\u63d0\u9ad8\u663e\u7136\u4e5f\u4f1a\u63d0\u5347\u6ee1\u610f\u5ea6\u3002\u4e3a\u4ec0\u4e48\u8fd9\u4e9b\u5de5\u5177\u80fd\u7ed9\u5de5\u4f5c\u5e26\u6765\u66f4\u591a\u4e50\u8da3\uff1f Kevin Scott\uff1a\u6211\u4eec\u6240\u6709\u4eba\u90fd\u9700\u8981\u4f7f\u7528\u5de5\u5177\u6765\u5b8c\u6210\u5de5\u4f5c\u3002\u5176\u4e2d\u4e00\u4e9b\u4eba\u975e\u5e38\u4e50\u610f\u83b7\u5f97\u3001\u638c\u63e1\u8fd9\u4e9b\u5de5\u5177\uff0c\u5e76\u4e14\u5f04\u6e05\u5982\u4f55\u4ee5\u8d85\u7ea7\u6709\u6548\u7684\u65b9\u5f0f\u7528\u5b83\u4eec\u6765\u505a\u4e8b\u3002\u5728\u5f88\u591a\u60c5\u51b5\u4e0b\uff0c\u4eba\u4eec\u5df2\u7ecf\u6709\u4e86\u5168\u65b0\u3001\u6709\u8da3\u4e14\u4ece\u6839\u672c\u4e0a\u6bd4\u4ee5\u524d\u66f4\u6709\u6548\u7684\u5de5\u5177\u3002\u6211\u4eec\u505a\u8fc7\u4e00\u9879\u7814\u7a76\uff0c\u53d1\u73b0\u4f7f\u7528\u65e0\u4ee3\u7801\u6216\u4f4e\u4ee3\u7801\u5de5\u5177\u5bf9\u7528\u6237\u7684\u5de5\u4f5c\u6ee1\u610f\u5ea6\u3001\u603b\u4f53\u5de5\u4f5c\u91cf\u548c\u5458\u5de5\u58eb\u6c14\u4ea7\u751f\u4e8680%\u4ee5\u4e0a\u7684\u79ef\u6781\u5f71\u54cd\uff0c\u7279\u522b\u662f\u5bf9\u90a3\u4e9b\u5904\u4e8e\u76f8\u5bf9\u65e9\u671f\u9636\u6bb5\u7684\u5de5\u5177\uff0c\u8fd9\u662f\u4e00\u4e2a\u5de8\u5927\u7684\u597d\u5904\u3002 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