{"id":1764,"date":"2025-12-30T10:30:00","date_gmt":"2025-12-30T10:30:00","guid":{"rendered":"https:\/\/www.umu.cn\/blog\/%e5%93%88%e4%bd%9b%e5%95%86%e5%ad%a6%e9%99%a2%e6%9c%80%e6%96%b0%e5%ae%9e%e8%af%81%ef%bc%9a%e4%bb%8e%e5%b7%a5%e5%85%b7%e5%88%b0%e5%8f%8d%e9%a6%88%e5%9e%8b%e9%98%9f%e5%8f%8b%ef%bc%8cai\/"},"modified":"2026-08-13T07:04:53","modified_gmt":"2026-08-13T07:04:53","slug":"%e5%93%88%e4%bd%9b%e5%95%86%e5%ad%a6%e9%99%a2%e6%9c%80%e6%96%b0%e5%ae%9e%e8%af%81%ef%bc%9a%e4%bb%8e%e5%b7%a5%e5%85%b7%e5%88%b0%e5%8f%8d%e9%a6%88%e5%9e%8b%e9%98%9f%e5%8f%8b%ef%bc%8cai","status":"publish","type":"umu_blog","link":"https:\/\/www.umu.cn\/blog\/a\/2934557987\/","title":{"rendered":"\u54c8\u4f5b\u5546\u5b66\u9662\u6700\u65b0\u5b9e\u8bc1\uff1a\u4ece\u5de5\u5177\u5230\u201c\u53cd\u9988\u578b\u961f\u53cb\u201d\uff0cAI \u5982\u4f55\u91cd\u5851\u56e2\u961f\u534f\u4f5c"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/statics-umu-cn.umucdn.cn\/resource\/a\/8noI\/dInHu\/2672936364.gif\" alt=\"alt\" \/><\/p>\n<h2 style=\"text-align:center;\">1. \u5f53 AI \u5f00\u59cb\u6311\u6218\u56e2\u961f\u534f\u4f5c\u7684\u4e09\u5927\u652f\u67f1<\/h2>\n<p>\u5728\u73b0\u4ee3\u7ec4\u7ec7\u4e2d\uff0c\u56e2\u961f\u534f\u4f5c\u4e00\u76f4\u662f\u521b\u9020\u4ef7\u503c\u7684\u6838\u5fc3\u65b9\u5f0f\u3002\u7ec4\u7ec7\u5bf9\u56e2\u961f\u7684\u4f9d\u8d56\u5efa\u7acb\u5728\u4e09\u5927\u652f\u67f1\u4e4b\u4e0a\uff1a<\/p>\n<p><strong>1. \u7ee9\u6548\uff1a<\/strong>\u56e2\u961f\u901a\u5e38\u80fd\u4ea7\u51fa\u6bd4\u4e2a\u4f53\u66f4\u9ad8\u8d28\u91cf\u7684\u6210\u679c\u3002<\/p>\n<p><strong>2. \u4e13\u4e1a\u77e5\u8bc6\uff1a<\/strong>\u56e2\u961f\u80fd\u591f\u6574\u5408\u6765\u81ea\u4e0d\u540c\u804c\u80fd\uff08\u5982\u7814\u53d1\u548c\u5e02\u573a\uff09\u7684\u4e92\u8865\u77e5\u8bc6\u3002<\/p>\n<p><strong>3. \u793e\u4f1a\u6027\uff1a<\/strong>\u56e2\u961f\u5408\u4f5c\u63d0\u4f9b\u793e\u4f1a\u8054\u7cfb\u548c\u6fc0\u52b1\uff0c\u8fd9\u6709\u52a9\u4e8e\u63d0\u5347\u5de5\u4f5c\u52a8\u529b\u3002<\/p>\n<p>\u8fc7\u53bb\uff0c\u6280\u672f\uff08\u4f8b\u5982\u7535\u5b50\u8868\u683c\u6216\u8ba1\u7b97\u5668\uff09\u88ab\u89c6\u4e3a\u589e\u5f3a\u4e2a\u4f53\u80fd\u529b\u7684\u5de5\u5177\u3002\u7136\u800c\uff0c\u751f\u6210\u5f0f AI (GenAI) \u7684\u51fa\u73b0\u5e26\u6765\u4e86\u6839\u672c\u6027\u7684\u53d8\u5316\u3002GenAI \u5177\u6709\u7c7b\u4f3c\u4eba\u7c7b\u7684\u8bed\u8a00\u4ea4\u4e92\u80fd\u529b\uff0c\u8fd9\u4f7f\u5176\u8d85\u8d8a\u4e86\u5de5\u5177\u7684\u8303\u7574\u3002<\/p>\n<p>\u8fd9\u5f15\u51fa\u4e86\u4e00\u4e2a\u6838\u5fc3\u7684\u7ec4\u7ec7\u95ee\u9898\uff1a<strong>AI \u662f\u5426\u80fd\u591f\u66ff\u4ee3\u4eba\u7c7b\u56e2\u961f\u534f\u4f5c\u7684\u67d0\u4e9b\u6838\u5fc3\u529f\u80fd\uff1f\u5b83\u80fd\u5426\u63d0\u4f9b\u96c6\u4f53\u7ee9\u6548\u3001\u6574\u5408\u4e13\u4e1a\u77e5\u8bc6\u3001\u751a\u81f3\u6ee1\u8db3\u90e8\u5206\u793e\u4ea4\u9700\u6c42\u7684\u7cfb\u7edf\uff1f<\/strong><\/p>\n<p><strong>\u201c\u53cd\u9988\u578b\u961f\u53cb\u201d\uff08Cybernetic teammate\uff09<\/strong>\u662f\u8fd9\u7bc7\u8bba\u6587\u7684\u6838\u5fc3\u6982\u5ff5\uff0c\u5305\u542b\u4e24\u5c42\u542b\u4e49\uff1a<\/p>\n<ul>\n<li>\n<p><strong>\u201c\u961f\u53cb\u201d (Teammate)\uff1a<\/strong> \u6307 AI \u50cf\u961f\u53cb\u4e00\u6837\uff0c\u80fd\u591f\u63d0\u4f9b\u7ee9\u6548\u63d0\u5347\uff08\u5982\u5b9e\u9a8c\u4e2d\u7684\u9ad8\u8d28\u91cf\u4ea7\u51fa\uff09\u3001\u5171\u4eab\u4e13\u4e1a\u77e5\u8bc6\uff08\u5982\u6253\u7834\u804c\u80fd\u58c1\u5792\uff09\u548c\u793e\u4f1a\u6027\u652f\u6301\uff08\u5982\u63d0\u4f9b\u79ef\u6781\u7684\u60c5\u611f\u53cd\u9988\uff09\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u201c\u53cd\u9988\u578b\u201d (Cybernetic)\uff1a<\/strong> Cybernetics \u4e00\u8bcd\u7684\u6838\u5fc3\u662f<strong>\u53cd\u9988<\/strong>\u3002AI \u901a\u8fc7\u4e0e\u4eba\u7c7b\u8fdb\u884c\u8fed\u4ee3\u5f0f\u3001\u57fa\u4e8e\u53cd\u9988\u7684\u5bf9\u8bdd\u6765\u52a8\u6001\u8c03\u6574\u5176\u884c\u4e3a\uff0c\u4ece\u800c\u5171\u540c\u8fbe\u6210\u76ee\u6807\u3002<\/p>\n<\/li>\n<\/ul>\n<p><font color = gray>\uff08\u6ce8\uff1aCybernetics\uff08\u63a7\u5236\u8bba\uff09 \u662f\u7531\u8bfa\u4f2f\u7279\u00b7\u7ef4\u7eb3\uff08Norbert Wiener\uff09\u572820\u4e16\u7eaa40\u5e74\u4ee3\u63d0\u51fa\u7684\u5b66\u79d1\uff0c\u7814\u7a76\u7684\u662f\uff1a\u6709\u673a\u4f53\u3001\u673a\u5668\u548c\u793e\u4f1a\u7cfb\u7edf\u5982\u4f55\u901a\u8fc7\u201c\u53cd\u9988\u201d\u673a\u5236\u5b9e\u73b0\u81ea\u6211\u8c03\u8282\u4e0e\u5b66\u4e60\u3002\u8fd9\u91cc\u7684\u82f1\u6587\u5355\u8bcd Cybernetic \u76f4\u8bd1\u4e3a\u4e2d\u6587\u6307\u201c\u63a7\u5236\u8bba\u201d\uff0c\u6307 AI \u5b9e\u73b0\u8fd9\u4e00\u89d2\u8272\u7684\u65b9\u5f0f\u3002Cybernetic \u6307\u7684\u4e0d\u662f AI \u6709\u591a\u201c\u667a\u80fd\u201d\uff0c\u800c\u662f\u6307\u5b83\u5b9e\u73b0\u667a\u80fd\u7684\u65b9\u5f0f\u2014\u2014\u4e00\u79cd\u57fa\u4e8e\u201c\u53cd\u9988\u201d\u7684\u52a8\u6001\u673a\u5236\u3002\u5728\u672c\u6587\u4e2d\uff0c\u5c06\u5176\u8bd1\u4e3a\u201c\u53cd\u9988\u578b\u201d\u3002\uff09<\/font><\/p>\n<p>\u54c8\u4f5b\u5546\u5b66\u9662\u3001\u6c83\u987f\u5546\u5b66\u9662\u548c\u5b9d\u6d01\u516c\u53f8\uff08P&amp;G\uff09\u7684\u7814\u7a76\u4eba\u5458\u8fdb\u884c\u4e86\u4e00\u9879\u5927\u89c4\u6a21\u5b9e\u5730\u5b9e\u9a8c\uff0c\u4ee5\u68c0\u9a8c\u8fd9\u4e00\u95ee\u9898\u3002\u7814\u7a76\u53d1\u73b0\u5bf9\u7ec4\u7ec7\u5982\u4f55\u6784\u5efa\u56e2\u961f\u3001\u5206\u914d\u4efb\u52a1\u548c\u53d1\u5c55\u4eba\u624d\u5177\u6709\u6df1\u8fdc\u7684\u5f71\u54cd\u3002\u00a0<\/p>\n<hr \/>\n<h2 style=\"text-align:center;\">2. \u201c\u4e2a\u4f53 + AI\u201d vs \u201c\u4e24\u4eba\u56e2\u961f\u201d\uff1a\u4e00\u9879\u6765\u81ea\u5b9d\u6d01\u7684 776 \u4eba\u5927\u89c4\u6a21\u5b9e\u9a8c<\/h2>\n<p><strong>1. \u7814\u7a76\u95ee\u9898<\/strong><\/p>\n<p>\u672c\u7814\u7a76\u7684\u6838\u5fc3\u95ee\u9898\u662f\uff0cGenAI \u5728\u591a\u5927\u7a0b\u5ea6\u4e0a\u53ef\u4ee5<strong>\u590d\u5236\u7ee9\u6548\u63d0\u5347\u3001\u4e13\u4e1a\u77e5\u8bc6\u5171\u4eab\u548c\u79ef\u6781\u7684\u793e\u4f1a\u4f53\u9a8c<\/strong>\u8fd9\u4e09\u5927\u4eba\u7c7b\u56e2\u961f\u534f\u4f5c\u7684\u6838\u5fc3\u4f18\u52bf\uff1f<\/p>\n<p><strong>2. \u5b9e\u9a8c\u8bbe\u7f6e<\/strong><\/p>\n<p>\u7814\u7a76\u4eba\u5458\u4e0e\u5b9d\u6d01\u516c\u53f8\uff08P&amp;G\uff09\u5408\u4f5c\uff0c\u5bf9 776 \u540d\u4e13\u4e1a\u4eba\u58eb\uff08\u6765\u81ea\u7814\u53d1\u548c\u5546\u4e1a\u90e8\u95e8\uff09\u8fdb\u884c\u4e86\u4e00\u9879\u5173\u4e8e\u65b0\u4ea7\u54c1\u521b\u65b0\u6311\u6218\u7684\u5b9e\u5730\u5b9e\u9a8c\u3002\u8fd9\u662f\u4e00\u4e2a 2&#215;2 \u7684\u5b9e\u9a8c\u8bbe\u8ba1\uff0c\u53c2\u4e0e\u8005\u88ab\u968f\u673a\u5206\u914d\u5230\u56db\u4e2a\u7ec4\u4e2d\uff1a<\/p>\n<ol>\n<li>\n<p><strong>\u5bf9\u7167\u7ec4\uff08\u4e2a\u4f53\uff0c\u65e0 AI\uff09\uff1a<\/strong>\u4e2a\u4f53\u5458\u5de5\u72ec\u7acb\u5b8c\u6210\u4ea7\u54c1\u521b\u65b0\u4efb\u52a1\u3002<\/p>\n<\/li>\n<li>\n<p><strong>T1\uff08\u56e2\u961f\uff0c\u65e0 AI\uff09\uff1a<\/strong>\u4e00\u540d\u7814\u53d1\uff08R&amp;D\uff09\u4e13\u4e1a\u4eba\u5458\u548c\u4e00\u540d\u5546\u4e1a\uff08Commercial\uff09\u4e13\u4e1a\u4eba\u5458\u7ec4\u6210\u56e2\u961f\uff0c\u5171\u540c\u5b8c\u6210\u4efb\u52a1\u3002\u8fd9\u662f\u4f20\u7edf\u8de8\u804c\u80fd\u56e2\u961f\u7684\u4ee3\u8868\u3002<\/p>\n<\/li>\n<li>\n<p><strong>T2\uff08\u4e2a\u4f53 + AI\uff09\uff1a<\/strong>\u4e2a\u4f53\u5458\u5de5\u4f7f\u7528\u57fa\u4e8e GPT-4 \u7684 GenAI \u5de5\u5177\u5b8c\u6210\u4efb\u52a1\u3002<\/p>\n<\/li>\n<li>\n<p><strong>T3\uff08\u56e2\u961f + AI\uff09\uff1a<\/strong>\u4e00\u4e2a\u8de8\u804c\u80fd\u56e2\u961f\uff08R&amp;D + \u5546\u4e1a\uff09\u4f7f\u7528 GenAI \u5de5\u5177\u5171\u540c\u5b8c\u6210\u4efb\u52a1\u3002<\/p>\n<\/li>\n<\/ol>\n<p><img decoding=\"async\" src=\"https:\/\/statics-umu-cn.umucdn.cn\/resource\/a\/8noI\/42Vsv\/3896421582.png\" alt=\"alt\" \/><\/p>\n<p><strong>3. \u6d4b\u91cf\u6307\u6807<\/strong><\/p>\n<p>\u7814\u7a76\u4eba\u5458\u901a\u8fc7\u591a\u4e2a\u7ef4\u5ea6\u8bc4\u4f30\u4ea7\u51fa\uff1a<\/p>\n<ul>\n<li>\n<p><strong>\u7ee9\u6548\uff1a<\/strong>\u7531\u4eba\u7c7b\u4e13\u5bb6\u8bc4\u4f30\u7684\u201c\u89e3\u51b3\u65b9\u6848\u8d28\u91cf\u201d\uff0c\u4ee5\u53ca\u4efb\u52a1\u201c\u82b1\u8d39\u65f6\u95f4\u201d\u548c\u201c\u65b9\u6848\u957f\u5ea6\u201d\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u4e13\u4e1a\u77e5\u8bc6\uff1a<\/strong>\u8bc4\u4f30\u89e3\u51b3\u65b9\u6848\u7684\u201c\u6280\u672f\u6027\u201d\uff0c\u4ee5\u5224\u65ad\u5176\u66f4\u504f\u5411 R&amp;D \u8fd8\u662f\u5546\u4e1a\u89c6\u89d2\uff1b\u540c\u65f6\u5206\u6790\u201c\u6838\u5fc3\u5de5\u4f5c\u201d\u4e0e\u201c\u975e\u6838\u5fc3\u5de5\u4f5c\u201d\u5458\u5de5\u7684\u8868\u73b0\u5dee\u5f02\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u793e\u4f1a\u6027\uff1a<\/strong>\u6d4b\u91cf\u53c2\u4e0e\u8005\u5728\u4efb\u52a1\u524d\u540e\u7684\u201c\u79ef\u6781\u60c5\u7eea\u201d\uff08\u5982\u5174\u594b\u3001\u7cbe\u529b\u5145\u6c9b\uff09\u548c\u201c\u6d88\u6781\u60c5\u7eea\u201d\uff08\u5982\u7126\u8651\u3001\u6cae\u4e27\uff09\u53d8\u5316\u3002<\/p>\n<\/li>\n<\/ul>\n<hr \/>\n<p>\u00a0<\/p>\n<h2 style=\"text-align:center;\">3. \u53d1\u73b0\u4e00\uff1a\u7ee9\u6548\u7684\u8d85\u8d8a \u2014\u2014 \u4e2a\u4f53 + AI \u7684\u4ea7\u51fa\u8d28\u91cf\u5339\u654c\u4e24\u4eba\u56e2\u961f<\/h2>\n<\/p>\n<p>\u4f20\u7edf\u89c2\u70b9\u8ba4\u4e3a\uff0c\u4e24\u4eba\u56e2\u961f\u7684\u8868\u73b0\u4f18\u4e8e\u4e2a\u4f53\uff0c\u5b9e\u9a8c\u6570\u636e\u8bc1\u5b9e\u4e86\u8fd9\u4e00\u70b9\u3002<\/p>\n<ul>\n<li>\n<p><strong>\u7814\u7a76\u53d1\u73b0\uff1a<\/strong><\/p>\n<p>T1\uff08\u56e2\u961f\uff0c\u65e0 AI\uff09\u7684\u89e3\u51b3\u65b9\u6848\u8d28\u91cf\u6bd4\u5bf9\u7167\u7ec4\uff08\u4e2a\u4f53\uff0c\u65e0 AI\uff09\u9ad8\u51fa 0.24 \u4e2a\u6807\u51c6\u5dee\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u7136\u800c\uff0cAI \u7684\u4ecb\u5165\u6539\u53d8\u4e86\u8fd9\u4e00\u9884\u671f\u3002<\/p>\n<ul>\n<li>\n<p><strong>\u7814\u7a76\u53d1\u73b0\uff1a<\/strong><\/p>\n<p>T2\uff08\u4e2a\u4f53 + AI\uff09\u7684\u89e3\u51b3\u65b9\u6848\u8d28\u91cf\u6bd4\u5bf9\u7167\u7ec4\u9ad8\u51fa 0.37 \u4e2a\u6807\u51c6\u5dee\u3002T3\uff08\u56e2\u961f + AI\uff09\u5219\u9ad8\u51fa 0.39 \u4e2a\u6807\u51c6\u5dee\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u6700\u91cd\u8981\u7684\u53d1\u73b0\u6765\u81ea\u4e8e T1 \u548c T2 \u7684\u6bd4\u8f83\uff1a<strong>\u4f7f\u7528 AI \u7684\u4e2a\u4f53\uff08T2\uff09\u6240\u4ea7\u51fa\u7684\u89e3\u51b3\u65b9\u6848\u8d28\u91cf\uff0c\u4e0e\u6ca1\u6709 AI \u7684\u4e24\u4eba\u56e2\u961f\uff08T1\uff09\u7684\u8d28\u91cf\u76f8\u5f53\uff0c\u751a\u81f3\u7565\u9ad8\u3002<\/strong><\/p>\n<p>\u8fd9\u8868\u660e\uff0cAI \u80fd\u591f\u6709\u6548\u5730\u590d\u5236\u4eba\u7c7b\u534f\u4f5c\u5e26\u6765\u7684\u7ee9\u6548\u63d0\u5347\u3002AI \u4f3c\u4e4e\u626e\u6f14\u4e86\u56e2\u961f\u4e2d\u201c\u7b2c\u4e8c\u4e2a\u6210\u5458\u201d\u7684\u89d2\u8272\uff0c\u5e2e\u52a9\u4e2a\u4f53\u8fdb\u884c\u5934\u8111\u98ce\u66b4\u3001\u8bc4\u4f30\u548c\u5b8c\u5584\u60f3\u6cd5\u3002<\/p>\n<p>\u540c\u65f6\uff0c\u4f7f\u7528 AI \u7684\u4e24\u4e2a\u7ec4\uff08T2 \u548c T3\uff09\u5b8c\u6210\u4efb\u52a1\u7684\u901f\u5ea6\u663e\u8457\u52a0\u5feb\uff0c\u5e73\u5747\u82b1\u8d39\u65f6\u95f4\u51cf\u5c11\u4e86 12% \u5230 16%\uff0c\u5e76\u4e14\u4ea7\u51fa\u7684\u89e3\u51b3\u65b9\u6848\u957f\u5ea6\uff08\u8be6\u7ec6\u7a0b\u5ea6\uff09\u4e5f\u663e\u8457\u589e\u52a0\u3002<\/p>\n<p><strong>\u53d8\u4e0e\u4e0d\u53d8\uff1a<\/strong><\/p>\n<ul>\n<li>\n<p><strong>\u4e0d\u53d8\uff1a<\/strong>\u534f\u4f5c\uff08\u65e0\u8bba\u662f\u201c\u4eba-\u4eba\u201d\u534f\u4f5c\u8fd8\u662f\u201c\u4eba-AI\u201d \u534f\u4f5c\uff09\u7684\u4ea7\u51fa\u8d28\u91cf\u9ad8\u4e8e\u5355\u4e00\u4e2a\u4f53\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u53d8\u5316\uff1a<\/strong>AI \u4f5c\u4e3a\u4e00\u79cd\u65b0\u7684\u534f\u4f5c\u5f62\u5f0f\uff0c\u4f7f\u201c\u4e2a\u4f53 + AI\u201d\u7684\u7ee9\u6548\u5355\u4f4d\u8fbe\u5230\u4e86\u201c\u4e24\u4eba\u56e2\u961f\u201d\u7684\u6c34\u5e73\u3002AI \u6b63\u5728\u6210\u4e3a\u4e00\u79cd\u6709\u6548\u7684\u7ee9\u6548\u500d\u589e\u5668\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u56fe\u4e8c\u7528\u67f1\u72b6\u56fe\u5c55\u793a\u4e86\u56db\u7ec4\uff08\u4e2a\u4f53\u65e0 AI\u3001\u56e2\u961f\u65e0 AI\u3001\u4e2a\u4f53\u6709 AI\u3001\u56e2\u961f\u6709 AI\uff09\u7684\u8868\u73b0\u5bf9\u6bd4\uff0c\u76f4\u89c2\u5730\u8bc1\u660e\u4e86\u201c\u4e2a\u4f53 + AI\u201d\u7684\u8d28\u91cf\u5339\u654c\u201c\u56e2\u961f\u65e0 AI\u201d\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/statics-umu-cn.umucdn.cn\/resource\/a\/8noI\/M3Vsv\/1856182878.png\" alt=\"alt\" \/><\/p>\n<hr \/>\n<p>\u00a0<\/p>\n<h2 style=\"text-align:center;\">4. \u53d1\u73b0\u4e8c\uff1aAI \u6210\u4e3a\u77e5\u8bc6\u6865\u6881 \u2014\u2014 \u6253\u7834\u804c\u80fd\u58c1\u5792\uff0c\u8ba9\u65b0\u624b\u5339\u654c\u4e13\u5bb6<\/h2>\n<\/p>\n<p>\u5728\u7ec4\u7ec7\u4e2d\uff0c\u6700\u5927\u7684\u6311\u6218\u4e4b\u4e00\u662f\u8de8\u8d8a\u804c\u80fd\u58c1\u5792\u3002\u7814\u53d1\u4eba\u5458\u548c\u5546\u4e1a\u4eba\u5458\u770b\u5f85\u4e16\u754c\u7684\u89d2\u5ea6\u622a\u7136\u4e0d\u540c\u3002<\/p>\n<p><strong>1. \u63d0\u5347\u975e\u6838\u5fc3\u5458\u5de5\u7684\u6548\u80fd<\/strong><\/p>\n<p>AI \u7684\u5f71\u54cd\u5728\u90a3\u4e9b\u4e0d\u719f\u6089\u4ea7\u54c1\u5f00\u53d1\u4efb\u52a1\u7684\u5458\u5de5\u8eab\u4e0a\u66f4\u4e3a\u663e\u8457\u3002<\/p>\n<ul>\n<li>\n<p><strong>\u7814\u7a76\u53d1\u73b0\uff1a<\/strong>\u5bf9\u4e8e\u201c\u975e\u6838\u5fc3\u5de5\u4f5c\u201d\u5458\u5de5\uff08\u5373\u4ea7\u54c1\u5f00\u53d1\u975e\u5176\u65e5\u5e38\u4e3b\u8981\u804c\u8d23\uff09\uff0c\u5728\u6ca1\u6709 AI \u7684\u60c5\u51b5\u4e0b\uff0c\u4ed6\u4eec\u7684\u8868\u73b0\u8fdc\u900a\u4e8e\u201c\u6838\u5fc3\u5de5\u4f5c\u201d\u5458\u5de5\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u7814\u7a76\u53d1\u73b0\uff1a<\/strong>\u5f53\u201c\u975e\u6838\u5fc3\u5de5\u4f5c\u201d\u5458\u5de5\u83b7\u5f97 AI\uff08T2\uff09\u540e\uff0c\u4ed6\u4eec\u7684\u7ee9\u6548\u6c34\u5e73\u8dc3\u5347\uff0c\u8fbe\u5230\u4e86\u201c\u6838\u5fc3\u5de5\u4f5c\u201d\u5458\u5de5\u7ec4\u6210\u7684\u56e2\u961f\uff08T1\uff09\u7684\u6c34\u5e73\u3002<\/p>\n<\/li>\n<\/ul>\n<p><strong>\u53d8\u4e0e\u4e0d\u53d8\uff1a<\/strong><\/p>\n<ul>\n<li>\n<p><strong>\u4e0d\u53d8\uff1a<\/strong>\u6df1\u5ea6\u4e13\u4e1a\u77e5\u8bc6\u5bf9\u4e8e\u89e3\u51b3\u590d\u6742\u95ee\u9898\u4ecd\u7136\u81f3\u5173\u91cd\u8981\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u53d8\u5316\uff1a<\/strong>AI \u663e\u8457\u964d\u4f4e\u4e86\u83b7\u53d6\u548c\u5e94\u7528\u8de8\u9886\u57df\u77e5\u8bc6\u7684\u95e8\u69db\u3002\u4e13\u4e1a\u77e5\u8bc6\u4e0d\u518d\u4ec5\u4ec5\u5b58\u5728\u4e8e\u4eba\u7c7b\u4e13\u5bb6\u7684\u5927\u8111\u4e2d\uff0cAI \u4f7f\u5176\u53d8\u5f97\u6613\u4e8e\u83b7\u53d6\uff0c\u4ece\u800c\u8ba9\u201c\u65b0\u624b\u201d\u4e5f\u80fd\u8fbe\u5230\u201c\u4e13\u5bb6\u56e2\u961f\u201d\u7684\u90e8\u5206\u8868\u73b0\u6c34\u5e73\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u4e0b\u56fe\u7684\u6570\u636e\u6e05\u6670\u5730\u663e\u793a\u4e86\u8fd9\u4e00\u5dee\u5f02\uff0cAI \u5e2e\u52a9\u975e\u6838\u5fc3\u5c97\u4f4d\u5458\u5de5\uff08\u53f3\u56fe\uff09\u7684\u8868\u73b0\u5728\u4f7f\u7528 AI \u540e\uff08\u4e2a\u4f53 + AI\uff09\u8ffd\u4e0a\u4e86\u6838\u5fc3\u5c97\u4f4d\u5458\u5de5\uff08\u5de6\u56fe\uff09\u7684\u56e2\u961f\u6c34\u5e73\uff08\u56e2\u961f\u65e0 AI\uff09\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/statics-umu-cn.umucdn.cn\/resource\/a\/8noI\/N3Vsv\/430189256.png\" alt=\"alt\" \/><\/p>\n<p><strong>2. \u6253\u7834\u529f\u80fd\u5b64\u5c9b<\/strong><\/p>\n<p>\u5b9e\u9a8c\u6e05\u6670\u5730\u663e\u793a\u4e86\u8fd9\u79cd\u5dee\u5f02\uff1a<\/p>\n<ul>\n<li>\n<p><strong>\u7814\u7a76\u53d1\u73b0\uff08\u65e0 AI\uff09\uff1a<\/strong><\/p>\n<p>\u5728\u5bf9\u7167\u7ec4\u4e2d\uff0cR&amp;D \u4e13\u4e1a\u4eba\u5458\u503e\u5411\u4e8e\u63d0\u51fa\u6280\u672f\u6027\u5f3a\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u800c\u5546\u4e1a\u4e13\u4e1a\u4eba\u5458\u5219\u63d0\u51fa\u9762\u5411\u5e02\u573a\u7684\u65b9\u6848\u3002\u5728 T1\uff08\u56e2\u961f\uff0c\u65e0 AI\uff09\u4e2d\uff0c\u56e2\u961f\u7684\u65b9\u6848\u901a\u5e38\u4f1a\u504f\u5411\u4e00\u65b9\uff08\u6280\u672f\u00a0\u6216\u00a0\u5546\u4e1a\uff09\uff0c\u8fd9\u53d6\u51b3\u4e8e\u56e2\u961f\u4e2d\u54ea\u4f4d\u6210\u5458\u7684\u4e3b\u5bfc\u6027\u66f4\u5f3a\u3002<\/p>\n<\/li>\n<\/ul>\n<p>AI \u7684\u4f7f\u7528\u6781\u5927\u5730\u6539\u53d8\u4e86\u8fd9\u4e00\u73b0\u8c61\uff1a<\/p>\n<ul>\n<li>\n<p><strong>\u7814\u7a76\u53d1\u73b0\uff08\u6709 AI\uff09\uff1a<\/strong><\/p>\n<p>\u65e0\u8bba\u662f T2\uff08\u4e2a\u4f53 + AI\uff09\u8fd8\u662f T3\uff08\u56e2\u961f + AI\uff09\uff0cR&amp;D \u4e13\u4e1a\u4eba\u5458\u548c\u5546\u4e1a\u4e13\u4e1a\u4eba\u5458\u90fd\u80fd\u72ec\u7acb\u4ea7\u51fa\u201c\u5e73\u8861\u201d\u7684\u89e3\u51b3\u65b9\u6848\u3002AI \u5e2e\u52a9 R&amp;D \u4eba\u5458\u601d\u8003\u5546\u4e1a\u53ef\u884c\u6027\uff0c\u4e5f\u5e2e\u52a9\u5546\u4e1a\u4eba\u5458\u7406\u89e3\u6280\u672f\u7ec6\u8282\u3002<\/p>\n<\/li>\n<\/ul>\n<p>AI \u5728\u6b64\u626e\u6f14\u4e86\u4e00\u4e2a\u201c\u77e5\u8bc6\u6865\u6881\u201d\u6216\u201c\u8de8\u9886\u57df\u7ffb\u8bd1\u5668\u201d\u7684\u89d2\u8272\u3002\u5b83\u5e2e\u52a9\u4e2a\u4f53\u4e13\u4e1a\u4eba\u58eb\u8d85\u8d8a\u4e86\u81ea\u8eab\u72ed\u7a84\u7684\u4e13\u4e1a\u9886\u57df\uff0c\u83b7\u5f97\u4e86\u66f4\u5168\u9762\u7684\u89c6\u89d2\u3002\u5bc6\u5ea6\u56fe\uff08a\uff09\u548c\uff08b\uff09\u76f4\u89c2\u5730\u5bf9\u6bd4\u4e86\u8fd9\u4e00\u53d8\u5316\u3002\u00a0<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/statics-umu-cn.umucdn.cn\/resource\/a\/8noI\/O3Vsv\/2158852978.png\" alt=\"alt\" \/><\/p>\n<hr \/>\n<h2 style=\"text-align:center;\">5. \u53d1\u73b0\u4e09\uff1a\u793e\u4f1a\u6027\u6fc0\u52b1 \u2014\u2014 \u4e0e AI \u534f\u4f5c\u7684\u6ee1\u610f\u5ea6\u5ab2\u7f8e\u4eba\u7c7b\u961f\u53cb<\/h2>\n<p>\u56e2\u961f\u7684\u7b2c\u4e09\u4e2a\u652f\u67f1\u662f\u793e\u4f1a\u6027\u3002\u4eba\u4eec\u901a\u5e38\u8ba4\u4e3a\u4e0e\u6280\u672f\uff08\u673a\u5668\uff09\u4e92\u52a8\u662f\u5b64\u7acb\u548c\u8d1f\u9762\u7684\uff0c\u800c\u4e0e\u4eba\u4e92\u52a8\u662f\u79ef\u6781\u548c\u6fc0\u52b1\u7684\u3002\u8fd9\u9879\u7814\u7a76\u5f97\u51fa\u4e86\u76f8\u53cd\u7684\u7ed3\u8bba\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/statics-umu-cn.umucdn.cn\/resource\/a\/8noI\/S3Vsv\/1122209156.png\" alt=\"alt\" \/><\/p>\n<p><img decoding=\"async\" src=\"https:\/\/statics-umu-cn.umucdn.cn\/resource\/a\/8noI\/T3Vsv\/904183058.png\" alt=\"alt\" \/><\/p>\n<ul>\n<li>\n<p><strong>\u7814\u7a76\u53d1\u73b0\uff1a<\/strong><\/p>\n<p>\u4e0e\u5bf9\u7167\u7ec4\uff08\u4e2a\u4f53\uff0c\u65e0 AI\uff09\u76f8\u6bd4\uff0c\u4f7f\u7528 AI \u7684\u53c2\u4e0e\u8005\uff08T2 \u548c T3\uff09\u611f\u53d7\u5230\u66f4\u9ad8\u6c34\u5e73\u7684\u79ef\u6781\u60c5\u7eea\uff08\u5174\u594b\u3001\u7cbe\u529b\u5145\u6c9b\uff09\u548c\u66f4\u4f4e\u6c34\u5e73\u7684\u6d88\u6781\u60c5\u7eea\uff08\u7126\u8651\u3001\u6cae\u4e27\uff09\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u6700\u5f15\u4eba\u6ce8\u76ee\u7684\u6bd4\u8f83\u662f T1 \u548c T2\uff1a<\/p>\n<ul>\n<li>\n<p><strong>\u7814\u7a76\u53d1\u73b0\uff1a<\/strong><\/p>\n<p>T2\uff08\u4e2a\u4f53 + AI\uff09\u7684\u79ef\u6781\u60c5\u7eea\u6c34\u5e73\uff0c\u7b49\u4e8e\u751a\u81f3\u8d85\u8fc7\u4e86\u00a0T1\uff08\u56e2\u961f\uff0c\u65e0 AI\uff09\u7684\u6c34\u5e73\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u8fd9\u610f\u5473\u7740\uff0c\u4e0e AI \u8fd9\u79cd\u201c\u53cd\u9988\u578b\u961f\u53cb\u201d\u7684\u4e92\u52a8\u4f53\u9a8c\uff0c\u5728\u60c5\u611f\u4e0a\u6bd4\u5355\u72ec\u5de5\u4f5c\u66f4\u4ee4\u4eba\u6ee1\u610f\uff0c\u5176\u6ee1\u610f\u5ea6\u751a\u81f3\u53ef\u4ee5\u5ab2\u7f8e\u4e0e\u4eba\u7c7b\u961f\u53cb\u7684\u534f\u4f5c\u3002AI \u7684\u8bed\u8a00\u754c\u9762\u548c\u5373\u65f6\u53cd\u9988\u80fd\u529b\uff0c\u4f3c\u4e4e\u63d0\u4f9b\u4e86\u4e00\u79cd\u793e\u4f1a\u6fc0\u52b1\u548c\u652f\u6301\uff0c\u51cf\u5c11\u4e86\u72ec\u81ea\u9762\u5bf9\u56f0\u96be\u4efb\u52a1\u65f6\u7684\u632b\u8d25\u611f\u548c\u7126\u8651\u611f\u3002<\/p>\n<p>\u4e00\u4e2a\u6709\u8da3\u7684\u9644\u52a0\u53d1\u73b0\u662f\uff1aAI \u4f7f\u7528\u8005\u5bf9\u81ea\u5df1\u4ea7\u51fa\u7684\u8bc4\u4ef7\uff08\u4e3b\u89c2\u611f\u77e5\uff09\u504f\u4f4e\uff0c\u5c3d\u7ba1\u4ed6\u4eec\u7684\u4ea7\u51fa\u8d28\u91cf\uff08\u5ba2\u89c2\u4e8b\u5b9e\uff09\u66f4\u9ad8\u3002\u8fd9\u8868\u660e\u5b58\u5728\u4e00\u4e2a\u201cAI \u7ee9\u6548\u611f\u77e5\u5dee\u8ddd\u201d\uff0c\u4eba\u4eec\u8fd8\u6ca1\u6709\u5b66\u4f1a\u51c6\u786e\u8bc4\u4f30\u81ea\u5df1\u4e0e AI \u534f\u4f5c\u7684\u6210\u679c\u3002<\/p>\n<p><strong>\u53d8\u4e0e\u4e0d\u53d8\uff1a<\/strong><\/p>\n<ul>\n<li>\n<p><strong>\u4e0d\u53d8\uff1a<\/strong>\u4eba\u4eec\u5728\u5de5\u4f5c\u4e2d\u5bfb\u6c42\u79ef\u6781\u7684\u793e\u4f1a\u548c\u60c5\u611f\u53cd\u9988\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u53d8\u5316\uff1a<\/strong>AI \u7684\u5bf9\u8bdd\u5f0f\u548c\u53cd\u9988\u6027\u7279\u5f81\uff0c\u4f7f\u5176\u80fd\u591f\u6ee1\u8db3\u4eba\u7c7b\u5bf9\u534f\u4f5c\u7684\u90e8\u5206\u793e\u4f1a\u6027\u4e0e\u60c5\u611f\u6027\u9700\u6c42\uff0c\u8fd9\u6311\u6218\u4e86\u201c\u6280\u672f\u662f\u51b7\u51b0\u51b0\u7684\u201d\u8fd9\u4e00\u4f20\u7edf\u8ba4\u77e5\u3002\u00a0<\/p>\n<\/li>\n<\/ul>\n<hr \/>\n<h2 style=\"text-align:center;\">6. \u5bf9\u7ec4\u7ec7\u7684\u542f\u53d1\uff1a\u4ece\u91cd\u65b0\u5b9a\u4e49\u56e2\u961f\u5230\u8ffd\u6c42\u4eba\u4e0e AI \u7684\u5353\u8d8a\u534f\u4f5c<\/h2>\n<p>\u8fd9\u9879\u7814\u7a76\u7684\u7ed3\u679c\u5bf9\u5168\u7403\u7684\u4f01\u4e1a\u7ba1\u7406\u8005\u3001HR \u548c\u57f9\u8bad\u4e13\u4e1a\u4eba\u58eb\u5177\u6709\u91cd\u5927\u7684\u5b9e\u8df5\u610f\u4e49\u3002<\/p>\n<p><strong>1. \u91cd\u65b0\u5ba1\u89c6\u56e2\u961f\u6548\u7387\uff0c\u627f\u8ba4\u201c\u4e2a\u4f53 + AI\u201d \u5df2\u662f\u5e38\u89c4\u4efb\u52a1\u7684\u66f4\u4f18\u89e3<\/strong><\/p>\n<p>\u8fd9\u9879\u7814\u7a76\u8bc1\u5b9e\u4e86 AI \u7684\u201c\u66ff\u4ee3\u6548\u5e94\u201d\u3002\u5f53\u4e00\u4e2a\u201c\u4e2a\u4f53 + AI\u201d\u7684\u8868\u73b0\u53ef\u4ee5\u5339\u654c\u4e00\u4e2a\u201c\u4e24\u4eba\u56e2\u961f\u201d\u65f6\uff0c\u7ba1\u7406\u8005\u5fc5\u987b\u91cd\u65b0\u8bc4\u4f30\u56e2\u961f\u7684\u5fc5\u8981\u6027\u3002\u5bf9\u4e8e\u8bb8\u591a\u5e38\u89c4\u7684\u3001\u6709\u65e2\u5b9a\u8def\u5f84\u7684\u77e5\u8bc6\u578b\u4efb\u52a1\uff0c\u5c06\u5458\u5de5\u4e0e AI \u7ed3\u5408\uff0c\u662f\u6bd4\u7ec4\u5efa\u4f20\u7edf\u4e24\u4eba\u56e2\u961f\u66f4\u9ad8\u6548\u7684\u8d44\u6e90\u914d\u7f6e\u65b9\u5f0f\u3002<\/p>\n<p><strong>2. \u8ffd\u6c42\u5353\u8d8a\u8868\u73b0\u9700\u8981\u201c\u56e2\u961f + AI\u201d<\/strong><\/p>\n<p>\u7136\u800c\uff0c\u8be5\u7814\u7a76\u4e5f\u63ed\u793a\u4e86 AI \u7684\u201c\u4e92\u8865\u6548\u5e94\u201d\u3002\u5728\u201c\u4ea7\u751f Top 10% \u9876\u5c16\u89e3\u51b3\u65b9\u6848\u201d\u7684\u6982\u7387\u4e0a\uff0cT3\uff08\u56e2\u961f + AI\uff09\u7684\u8868\u73b0\u6700\u4e3a\u51fa\u8272\u3002<\/p>\n<ul>\n<li>\n<p><strong>\u4e2a\u4f53 + AI<\/strong>\u00a0(T2) \u64c5\u957f\u63d0\u5347\u5e73\u5747\u8868\u73b0\uff08\u5c06 50 \u5206\u63d0\u5347\u5230 75 \u5206\uff09\u3002<\/p>\n<\/li>\n<li>\n<p><strong>\u56e2\u961f + AI<\/strong>\u00a0(T3) \u64c5\u957f\u521b\u9020\u5353\u8d8a\u8868\u73b0\uff08\u5c06 90 \u5206\u63d0\u5347\u5230 99 \u5206\uff09\u3002<\/p>\n<\/li>\n<\/ul>\n<p>\u8fd9\u610f\u5473\u7740\uff0c\u5bf9\u4e8e\u9700\u8981\u9ad8\u5ea6\u521b\u65b0\u548c\u7a81\u7834\u6027\u601d\u7ef4\u7684\u590d\u6742\u6311\u6218\uff0c\u6700\u4f73\u914d\u7f6e\u662f<strong>\u4eba\u7c7b\u56e2\u961f + AI<\/strong>\u3002AI \u5e2e\u52a9\u56e2\u961f\u51cf\u5c11\u4e86\u534f\u8c03\u4e2d\u7684\u4e3b\u5bfc\u6027\u504f\u5dee\uff08\u5982\u4e0a\u6587\u6240\u8ff0\uff0cAI \u5e2e\u52a9\u56e2\u961f\u4ea7\u51fa\u66f4\u201c\u5e73\u8861\u201d\u7684\u65b9\u6848\uff09\uff0c\u4f7f\u4eba\u7c7b\u7684\u96c6\u4f53\u667a\u6167\u5f97\u4ee5\u66f4\u597d\u7684\u53d1\u6325\u3002<\/p>\n<p>\u4e0b\u56fe\u6570\u636e\u652f\u6301\u4e86\u8fd9\u4e00\u7ed3\u8bba\uff0c\u663e\u793a\uff08T3\uff09\u56e2\u961f+ AI \u5728\u4ea7\u51fa\u9876\u5c16\u89e3\u51b3\u65b9\u6848\u4e0a\uff08Top 10%\uff09\u7684\u6bd4\u4f8b\u6700\u9ad8\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/statics-umu-cn.umucdn.cn\/resource\/a\/8noI\/R3Vsv\/269641443.png\" alt=\"alt\" \/><\/p>\n<p><strong>3. \u8d4b\u80fd I \u578b\u4eba\u624d\u5b9e\u73b0 T \u578b\u8de8\u8d8a<\/strong><\/p>\n<p>AI \u4f5c\u4e3a\u201c\u8fb9\u754c\u8de8\u8d8a\u8005\u201d\u7684\u80fd\u529b\uff0c\u610f\u5473\u7740\u201cT \u578b\u4eba\u624d\u201d\u7684\u5b9a\u4e49\u6b63\u5728\u53d1\u751f\u53d8\u5316\u3002\u8fc7\u53bb\uff0cT \u578b\u7684\u201c\u6a2a\u201d\u9700\u8981\u6570\u5e74\u8de8\u90e8\u95e8\u8f6e\u5c97\u624d\u80fd\u5efa\u7acb\u3002\u73b0\u5728\uff0cAI \u5141\u8bb8\u4e13\u4e1a\u4eba\u58eb\uff08\u201cI\u201d\u578b\u4eba\u624d\uff09\u5feb\u901f\u5728\u9700\u8981\u65f6\u6269\u5c55\u5176\u77e5\u8bc6\u5e7f\u5ea6\uff0c\u5904\u7406\u8de8\u9886\u57df\u95ee\u9898\u3002\u8fd9\u8981\u6c42\u7ec4\u7ec7\u91cd\u65b0\u8bbe\u8ba1\u5de5\u4f5c\u89d2\u8272\uff0c\u4f7f\u5176\u66f4\u52a0\u7075\u6d3b\u548c\u8de8\u804c\u80fd\u3002<\/p>\n<p><strong>4. \u89e3\u51b3\u201c\u7ee9\u6548\u611f\u77e5\u5dee\u8ddd\u201d\u7684\u5fc3\u7406\u96be\u9898<\/strong><\/p>\n<p>\u5458\u5de5\u4f7f\u7528 AI \u540e\u4ea7\u51fa\u66f4\u597d\uff0c\u4f46\u81ea\u6211\u611f\u89c9\u5374\u4e0d\u4f73\uff0c\u8fd9\u662f\u4e00\u4e2a\u9700\u8981\u89e3\u51b3\u7684\u7ec4\u7ec7\u5fc3\u7406\u5b66\u95ee\u9898\u3002\u7ba1\u7406\u8005\u548c\u57f9\u8bad\u8005\u9700\u8981\u5411\u5458\u5de5\u5c55\u793a AI \u534f\u4f5c\u7684\u5ba2\u89c2\u4ef7\u503c\uff0c\u5e76\u901a\u8fc7\u57f9\u8bad\u5e2e\u52a9\u4ed6\u4eec\u5efa\u7acb\u5728\u4eba\u673a\u534f\u4f5c\u73af\u5883\u4e0b\u7684\u65b0\u81ea\u4fe1\u3002\u00a0<\/p>\n<hr \/>\n<h2 style=\"text-align:center;\">7. \u7ed3\u8bba\uff1a\u7ec4\u7ec7\u7ade\u4e89\u529b\u7684\u5173\u952e\u662f\u4eba\u4e0e AI \u534f\u4f5c\u7684\u80fd\u529b<\/h2>\n<p>\u8fd9\u9879\u7814\u7a76\u8868\u660e\uff0cAI \u6b63\u5728\u91cd\u5851\u5de5\u4f5c\u7684\u57fa\u672c\u5355\u4f4d\uff1a\u5b83\u662f\u4e00\u4e2a\u5de5\u5177\uff0c\u4e5f\u6b63\u5728\u6210\u4e3a\u4e00\u4e2a\u79ef\u6781\u7684\u3001\u6709\u80fd\u529b\u7684\u201c\u53cd\u9988\u578b\u961f\u53cb\u201d\u3002\u8fd9\u4e00\u8f6c\u53d8\u8981\u6c42<strong>\u7ec4\u7ec7\u4ece\u6839\u672c\u4e0a\u91cd\u65b0\u601d\u8003\u80fd\u529b\u53d1\u5c55\u7684\u91cd\u70b9\u3002<\/strong>AI \u65f6\u4ee3\uff0c\u6210\u529f\u7684\u5173\u952e\u662f\u4eba\u7c7b\u4e0e\u6280\u672f\u534f\u4f5c\u7684\u80fd\u529b\u3002\u4f01\u4e1a\u9700\u8981\u5927\u89c4\u6a21\u5730\u5e2e\u52a9\u5458\u5de5<strong>\u53d1\u5c55\u65b0\u7684 AI \u7d20\u517b\u548c\uff0c\u52a0\u5f3a\u4e0e AI \u534f\u4f5c\u7684\u80fd\u529b\u3002<\/strong> <\/p>\n<p>UMU \u81f4\u529b\u4e8e\u89e3\u51b3\u8fd9\u4e00\u6311\u6218\uff0c\u5c06\u5b66\u4e60\u79d1\u5b66\u4e0e AI \u76f8\u7ed3\u5408\u3002\u901a\u8fc7 AI \u4eba\u624d\u53d1\u5c55\u89e3\u51b3\u65b9\u6848\uff0cUMU \u63d0\u4f9b\u4e86\u4e00\u4e2a\u7cfb\u7edf\u6027\u7684\u6846\u67b6\uff0c\u5e2e\u52a9\u7ec4\u7ec7\u6784\u5efa\u8fd9\u79cd\u9ad8\u6548\u7684\u4eba\u4e0e AI \u534f\u4f5c\u7684\u80fd\u529b\uff0c\u4f7f\u5458\u5de5\u80fd\u591f\u5c06 AI \u89c6\u4e3a\u9ad8\u6548\u80fd\u7684\u201c\u53cd\u9988\u578b\u961f\u53cb\u201d\uff0c\u4ece\u800c\u63d0\u5347\u6574\u4f53\u7ec4\u7ec7\u7ee9\u6548\u548c\u7ade\u4e89\u529b\u3002<\/p>\n<p><i>UMU ALT \u56e2\u961f\u7531\u6765\u81ea\u6e05\u534e\u5927\u5b66\u3001\u5317\u4eac\u5927\u5b66\u3001\u4e2d\u56fd\u4eba\u6c11\u5927\u5b66\u3001\u5eb7\u5948\u5c14\u5927\u5b66\u3001\u4f5b\u7f57\u91cc\u8fbe\u5927\u5b66\u7b49\u5168\u7403\u77e5\u540d\u9ad8\u6821\u7684\u535a\u58eb\u7ec4\u6210\uff0c\u4e13\u6ce8\u4e8e\u6df1\u5165\u89e3\u6790 AI \u4e0e\u7ec4\u7ec7\u3001\u7ba1\u7406\u3001\u4eba\u529b\u8d44\u6e90\u7b49\u9886\u57df\u7684\u4ea4\u53c9\u7814\u7a76\u3002\u6211\u4eec\u7cfb\u7edf\u68b3\u7406\u5927\u91cf\u76f8\u5173\u5b66\u672f\u8bba\u6587\uff0c\u63d0\u70bc\u5176\u4e2d\u7684\u7814\u7a76\u65b9\u6cd5\u4e0e\u6838\u5fc3\u6d1e\u89c1\uff0c\u5e76\u5c06\u5176\u8f6c\u5316\u4e3a\u4f01\u4e1a\u53ef\u5b9e\u9645\u5e94\u7528\u7684\u77e5\u8bc6\u8d44\u6e90\u3002\u6b22\u8fce\u5173\u6ce8 <a href=\"https:\/\/mp.weixin.qq.com\/mp\/appmsgalbum?__biz=MzA5NTA1Nzk4MA==&amp;action=getalbum&amp;album_id=4093651179358339077#wechat_redirect\">AI \u529b\u8bba\u6587\u7814\u7a76\u5408\u96c6<\/a>\u3002\u540c\u65f6\uff0c\u6211\u4eec\u7ed3\u5408\u5b66\u672f\u6210\u679c\u3001\u884c\u4e1a\u9886\u8896\u5efa\u8bae\u53ca\u6700\u4f73\u5b9e\u8df5\u8bbf\u8c08\uff0c\u63a8\u51fa\u4e86<a href=\"https:\/\/www.umu.cn\/product\/ai-literacy\">\u300a\u53d1\u5c55\u5927\u6a21\u578b\u65f6\u4ee3\u7684 AI \u529b\u300b<\/a>\u5728\u7ebf\u7cfb\u5217\u8bfe\u7a0b\u3002\u8be5\u8bfe\u7a0b\u65e8\u5728\u5e2e\u52a9\u4f01\u4e1a\u5168\u9762\u7406\u89e3 AI \u6280\u672f\u6f14\u8fdb\u5bf9\u7ec4\u7ec7\u67b6\u6784\u3001\u7ba1\u7406\u6a21\u5f0f\u53ca\u5458\u5de5\u80fd\u529b\u6240\u5e26\u6765\u7684\u6df1\u8fdc\u5f71\u54cd\uff0c\u52a9\u529b\u7ec4\u7ec7\u6784\u5efa\u9762\u5411\u672a\u6765\u7684 AI \u7ade\u4e89\u529b\u3002\u6b22\u8fce\u70b9\u51fb\u6587\u672b\u201c\u9605\u8bfb\u539f\u6587\u201d\uff0c\u6df1\u5165\u4e86\u89e3\u8bfe\u7a0b\u5185\u5bb9\uff0c\u6216<a href=\"https:\/\/www.umu.cn\/cms\/contact-sales\">\u8054\u7cfb UMU \u4e13\u5c5e\u987e\u95ee<\/a>\uff0c\u5f00\u542f\u60a8\u7684 AI \u8f6c\u578b\u4e4b\u65c5\u3002<\/i><\/p>\n<p>\u53c2\u8003\u6587\u732e\uff1a<\/p>\n<p><font color = gray>Dell&#8217;Acqua, F., Ayoubi, C., Lifshitz, H., Sadun, R., Mollick, E., Mollick, L., Han, Y., Goldman, J., Nair, H., Taub, S., &amp; Lakhani, K. R. (2025).\u00a0The cybernetic teammate: A field experiment on generative AI reshaping teamwork and expertise\u00a0(Harvard Business School Working Paper No. 25-043). Harvard Business School.<\/p>\n","protected":false},"template":"","categories":[],"tags":[],"class_list":["post-1764","umu_blog","type-umu_blog","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/www.umu.cn\/wp-cms\/wp-json\/wp\/v2\/umu_blog\/1764","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.umu.cn\/wp-cms\/wp-json\/wp\/v2\/umu_blog"}],"about":[{"href":"https:\/\/www.umu.cn\/wp-cms\/wp-json\/wp\/v2\/types\/umu_blog"}],"wp:attachment":[{"href":"https:\/\/www.umu.cn\/wp-cms\/wp-json\/wp\/v2\/media?parent=1764"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.umu.cn\/wp-cms\/wp-json\/wp\/v2\/categories?post=1764"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.umu.cn\/wp-cms\/wp-json\/wp\/v2\/tags?post=1764"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}