{"id":59636,"date":"2026-08-27T10:00:00","date_gmt":"2026-08-27T02:00:00","guid":{"rendered":"https:\/\/www.bschool.cuhk.edu.hk\/chi\/?p=59636"},"modified":"2026-09-17T19:43:14","modified_gmt":"2026-09-17T11:43:14","slug":"is-ai-creating-more-productive-but-dull-programmers","status":"publish","type":"post","link":"https:\/\/www.bschool.cuhk.edu.hk\/chi\/is-ai-creating-more-productive-but-dull-programmers\/","title":{"rendered":"AI\u6642\u4ee3\u7684\u7a0b\u5f0f\u54e1\u6548\u7387\u66f4\u9ad8\uff0c\u4f46\u7f3a\u4e4f\u539f\u5275\u6027\uff1f"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u4eba\u5de5\u667a\u80fd\uff08AI&nbsp; \uff09\u7de8\u7a0b\u52a9\u624b\u6b63\u6539\u8b8a\u8edf\u4ef6\u958b\u767c\u7684\u6a21\u5f0f\u3002\u4e0d\u8ad6\u7a0b\u5f0f\u7de8\u88fd\u54e1\u53ca\u8edf\u4ef6\u958b\u767c\u4eba\u54e1\u5177\u5099\u591a\u5c11\u7d93\u9a57\uff0c\u9019\u4e9b\u5de5\u5177\u90fd\u80fd\u6709\u6548\u5730\u5354\u52a9\u4ed6\u5011\u7de8\u5beb\u7a0b\u5f0f\u78bc\u3002\u5982\u4eca\uff0c\u5e7e\u4e4e\u4efb\u4f55\u4eba\u53ea\u8981\u5411 AI \u804a\u5929\u6a5f\u68b0\u4eba\u8f38\u5165\u6307\u4ee4\uff0c\u4fbf\u80fd\u5f9e\u96f6\u958b\u59cb\u5efa\u7acb\u61c9\u7528\u7a0b\u5f0f\u6216\u8edf\u4ef6\uff0c\u9019\u7a2e\u505a\u6cd5\u88ab\u7a31\u70ba\u300c\u6c1b\u570d\u7de8\u7a0b\u300d\uff08Vibe coding\uff09\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">OpenAI \u65bc 2021 \u5e74\u63a8\u51fa\u7684 Codex\uff0c\u662f\u9996\u500b\u529f\u80fd\u5f37\u5927\u81f3\u80fd\u55ae\u6191\u7c21\u55ae\u6587\u5b57\u6307\u4ee4\u7de8\u5beb\u5b8c\u6574\u7a0b\u5f0f\u7684 AI 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href=\"https:\/\/papers.ssrn.com\/sol3\/papers.cfm?abstract_id=5100609\">\u300a\u751f\u6210\u5f0f\u4eba\u5de5\u667a\u80fd\u6642\u4ee3\u958b\u6e90\u8edf\u4ef6\u958b\u767c\u884c\u70ba\u4e4b\u8f49\u8b8a\u300b<\/a>\u7684\u7814\u7a76\u4e2d\uff0c\u5206\u6790GitHub \u4e0a 1,350 \u540d\u958b\u6e90\u8edf\u4ef6\u958b\u767c\u8005\u5728 Copilot X \u63a8\u51fa\u524d\u5f8c\u7684\u884c\u70ba\u8b8a\u5316\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u7814\u7a76\u767c\u73fe\uff0cCopilot X \u5c0dGitHub\u4e0a\u539f\u672c\u8f03\u4e0d\u6d3b\u8e8d\u7684\u958b\u767c\u8005\u5e6b\u52a9\u5c24\u70ba\u660e\u986f\u3002\u9019\u4e9b\u958b\u767c\u8005\u5728\u4f7f\u7528Copilot X \u5f8c\uff0c\u53c3\u8207\u7684\u958b\u6e90\u5c08\u6848\u589e\u52a0 48%\uff0c\u4e14\u66f4\u7a4d\u6975\u5617\u8a66\u65b0\u7684\u7a0b\u5f0f\u8a9e\u8a00\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"675\" src=\"https:\/\/www.bschool.cuhk.edu.hk\/chi\/wp-content\/uploads\/iStock-2231487646-1200x675.jpg\" alt=\"\" class=\"wp-image-59645\" srcset=\"https:\/\/www.bschool.cuhk.edu.hk\/chi\/wp-content\/uploads\/iStock-2231487646-1200x675.jpg 1200w, https:\/\/www.bschool.cuhk.edu.hk\/chi\/wp-content\/uploads\/iStock-2231487646-600x338.jpg 600w, https:\/\/www.bschool.cuhk.edu.hk\/chi\/wp-content\/uploads\/iStock-2231487646-768x432.jpg 768w, https:\/\/www.bschool.cuhk.edu.hk\/chi\/wp-content\/uploads\/iStock-2231487646-1536x864.jpg 1536w, https:\/\/www.bschool.cuhk.edu.hk\/chi\/wp-content\/uploads\/iStock-2231487646-2048x1152.jpg 2048w\" sizes=\"auto, (max-width: 1200px) 100vw, 1200px\" \/><figcaption class=\"wp-element-caption\">\u4eba\u5de5\u667a\u80fd\u7de8\u7a0b\u52a9\u624b\u6b63\u6539\u8b8a\u8edf\u4ef6\u958b\u767c\u7684\u6a21\u5f0f\u3002<\/figcaption><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u800c\u5728\u539f\u672c\u5df2\u76f8\u7576\u6d3b\u8e8d\u3001\u7d93\u9a57\u8f03\u8c50\u5bcc\u7684\u958b\u767c\u8005\u7576\u4e2d\uff0c\u5728\u4f7f\u7528Copilot X \u5f8c\uff0c\u66f4\u65b0\u7a0b\u5f0f\u78bc\u7684\u983b\u7387\u8f03\u672a\u4f7f\u7528\u8005\u9ad8 12%\uff0c\u53c3\u8207\u7684\u5c08\u6848\u6578\u91cf\u4ea6\u591a6%\uff0c\u53ef\u898bAI \u4e0d\u50c5\u6709\u52a9\u63d0\u5347\u958b\u767c\u8005\u5de5\u4f5c\u6548\u7387\uff0c\u9084\u8b93\u4ed6\u5011\u80fd\u540c\u6642\u53c3\u8207\u66f4\u591a\u5c08\u6848\uff0c\u4e26\u66f4\u5bb9\u6613\u5730\u5728\u4e0d\u540c\u5c08\u6848\u4e4b\u9593\u5207\u63db\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u958b\u767c\u8005\u53c3\u8207\u958b\u6e90\u5c08\u6848\uff0c\u6709\u6642\u5373\u4f7f\u53ea\u662f\u4f5c\u51fa\u5fae\u5c0f\u4fee\u6539\uff0c\u4ea6\u9808\u8981\u5148\u719f\u6089\u964c\u751f\u7684\u7a0b\u5f0f\u78bc\u5eab\uff08codebase\uff09\u3001\u4e86\u89e3\u8edf\u4ef6\u67b6\u69cb\u3002\u5c0d\u65bc\u5076\u723e\u624d\u53c3\u8207\u7684\u4eba\u800c\u8a00\uff0c\u9019\u4e9b\u9580\u6abb\u8db3\u4ee5\u4ee4\u4ed6\u5011\u537b\u6b65\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u91d1\u6559\u6388\u8868\u793a\uff1a\u300cAI \u7de8\u7a0b\u52a9\u624b\u80fd\u964d\u4f4e\u9019\u4e9b\u9580\u6abb\uff0c\u8b93\u4eba\u66f4\u5bb9\u6613\u8e0f\u51fa\u7b2c\u4e00\u6b65\u3002\u81ea\u5f9e\u5c0d\u8a71\u5f0f AI \u7de8\u7a0b\u52a9\u624b\u9762\u4e16\u5f8c\uff0c\u958b\u767c\u8005\u66f4\u9858\u610f\u63a2\u7d22\u65b0\u7684\u7a0b\u5f0f\u8a9e\u8a00\u548c\u4e0d\u540c\u5c08\u6848\u3002\u300d<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>\u8f15\u9b06\u7de8\u78bc\u80cc\u5f8c\u7684\u4ee3\u50f9<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u7136\u800c\uff0c\u5206\u6790\u986f\u793a\uff0cAI \u7de8\u7a0b\u52a9\u624b\u96d6\u6709\u52a9\u63d0\u5347\u5de5\u4f5c\u6548\u7387\uff0c\u4f46\u76f4\u63a5\u8907\u88fd\u8cbc\u4e0a\u7a0b\u5f0f\u78bc\u7684\u60c5\u6cc1\u4ea6\u986f\u8457\u589e\u52a0\u3002\u63db\u8a00\u4e4b\uff0c\u5c08\u6848\u6578\u91cf\u7e31\u7136\u8b8a\u591a\uff0c\u4f46\u4e0d\u4ee3\u8868\u7a0b\u5f0f\u78bc\u66f4\u5177\u539f\u5275\u6027\u3002\u91d1\u6559\u6388\u9053\uff1a\u300cAI \u6280\u8853\u6216\u8a31\u80fd\u63d0\u5347\u958b\u767c\u8005\u7684\u6548\u7387\uff0c\u4e26\u8b93\u4ed6\u5011\u6562\u65bc\u5617\u8a66\u539f\u672c\u8d85\u51fa\u81ea\u8eab\u80fd\u529b\u7684\u5c08\u6848\uff0c\u60df\u8207\u6b64\u540c\u6642\uff0c\u4ea6\u6703\u51fa\u73fe\u66f4\u591a\u8cea\u7d20\u8f03\u4f4e\u3001\u6b20\u7f3a\u539f\u5275\u6027\u7684\u7a0b\u5f0f\u78bc\u3002\u300d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u8907\u88fd\u7a0b\u5f0f\u78bc\u4e26\u975e\u4e00\u5b9a\u6709\u5bb3\uff0c\u56e0\u70ba\u5728\u8edf\u4ef6\u958b\u767c\u904e\u7a0b\u4e2d\uff0c\u91cd\u8907\u4f7f\u7528\u90e8\u5206\u7a0b\u5f0f\u78bc\u672c\u5c6c\u5e38\u898b\u505a\u6cd5\u3002\u554f\u984c\u5728\u65bc\uff0c\u5982\u679c\u958b\u767c\u8005\u6c92\u6709\u5145\u5206\u7406\u89e3\u67d0\u6bb5\u7a0b\u5f0f\u78bc\u5982\u4f55\u8207\u5176\u4ed6\u90e8\u5206\u76f8\u4e92\u914d\u5408\uff0c\u4fbf\u76f4\u63a5\u52a0\u5165\u5176\u4e2d\uff0c\u6216\u6703\u4ee4\u5c08\u6848\u7d2f\u7a4d\u6280\u8853\u8ca0\u50b5\uff08technical debt\uff09\uff0c\u52d5\u6416\u5c08\u6848\u57fa\u790e\u3002\u300d<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u9019\u4e9b\u9010\u6f38\u7d2f\u7a4d\u7684\u96b1\u85cf\u554f\u984c\uff0c\u65e5\u5f8c\u53ef\u80fd\u4ee4\u8edf\u4ef6\u66f4\u96e3\u7dad\u8b77\u3001\u9664\u932f\u6216\u6539\u9032\uff0c\u4ea6\u53ef\u80fd\u9020\u6210\u517c\u5bb9\u6027\u554f\u984c\u3001\u7de8\u78bc\u98a8\u683c\u4e0d\u4e00\u81f4\uff0c\u4ee5\u53ca\u589e\u52a0\u5f8c\u7e8c\u4fee\u6539\u7684\u5de5\u4f5c\u91cf\u3002\u5c0d\u5c08\u6848\u7ba1\u7406\u4eba\u54e1\u800c\u8a00\uff0c\u9019\u9805\u767c\u73fe\u63d0\u9192\u4ed6\u5011\u61c9\u628a AI \u751f\u6210\u7684\u7a0b\u5f0f\u78bc\u8996\u70ba\u521d\u7a3f\uff0c\u800c\u975e\u6700\u7d42\u6210\u679c\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>AI \u53ef\u52a9\u4e8b\u696d\u66f4\u4e0a\u4e00\u5c64\u6a13<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u958b\u6e90\u8edf\u4ef6\u4ef0\u8cf4\u958b\u767c\u8005\u7684\u81ea\u9858\u6295\u5165\uff0c\u4ed6\u5011\u9808\u5229\u7528\u79c1\u4eba\u6642\u9593\u53c3\u8207\u5c08\u6848\u3002\u90e8\u5206\u7a0b\u5f0f\u54e1\u53ca\u8edf\u4ef6\u958b\u767c\u8005\u7d14\u7cb9\u51fa\u65bc\u500b\u4eba\u8208\u8da3\u800c\u53c3\u8207\uff0c\u800cGitHub \u5247\u5982\u540c\u4e00\u500b\u516c\u958b\u4f5c\u54c1\u96c6\uff0c\u8b93\u4ed6\u5011\u5c55\u793a\u8fd1\u671f\u7684\u958b\u767c\u6210\u679c\u53ca\u53c3\u8207\u5354\u4f5c\u7684\u5c08\u6848\u3002\u50f1\u4e3b\u4e5f\u5e38\u53c3\u8003 GitHub \u4e0a\u7684\u500b\u4eba\u6a94\u6848\uff0c\u8a55\u4f30\u8edf\u4ef6\u958b\u767c\u8005\u7684\u6280\u8853\u80fd\u529b\u548c\u7d93\u9a57\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1200\" height=\"800\" src=\"https:\/\/www.bschool.cuhk.edu.hk\/chi\/wp-content\/uploads\/iStock-2260498726-1200x800.jpg\" alt=\"\" class=\"wp-image-59642\" 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