{"id":232,"date":"2025-08-13T20:52:06","date_gmt":"2025-08-14T00:52:06","guid":{"rendered":"https:\/\/businessphysics.ai\/?p=232"},"modified":"2025-08-30T15:37:18","modified_gmt":"2025-08-30T19:37:18","slug":"human-ai-complementarity-computer-science","status":"publish","type":"post","link":"https:\/\/businessphysics.ai\/zh\/human-ai-complementarity-computer-science\/","title":{"rendered":"\u5728\u8a08\u7b97\u6a5f\u79d1\u5b78\u4e2d\u6355\u6349\u4eba\u985e\u8207\u4eba\u5de5\u667a\u80fd\u7684\u4e92\u88dc\u6027"},"content":{"rendered":"<h3 class=\"wp-block-heading\">\u8d85\u8d8a\u96fb\u8166\u79d1\u5b78\u4e2d\u7684 Vibing\uff1a\u6355\u6349 <a href=\"https:\/\/businessphysics.ai\/zh\/human-ai-complementarity-skills\/\">\u4eba\u6a5f\u4e92\u88dc\u6280\u80fd<\/a> \u60a8\u53ef\u4ee5\u5206\u4eab\u548c\u5354\u4f5c<\/h3>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\" title=\"\u5728\u8a08\u7b97\u6a5f\u79d1\u5b78\u4e2d\u6355\u6349\u4eba\u985e\u8207\u4eba\u5de5\u667a\u80fd\u7684\u4e92\u88dc\u6027\" width=\"500\" height=\"281\" src=\"https:\/\/www.youtube.com\/embed\/QPCclvd269I?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe>\n<\/div><\/figure>\n\n\n\n<p>\u6211\u5011\u5927\u591a\u6578\u4eba\u4e00\u958b\u59cb\u90fd\u662f\u8207 AI\u300c\u6e9d\u901a\u300d\uff1a\u5617\u8a66\u5e7e\u500b\u63d0\u793a\uff0c\u9078\u53d6\u770b\u8d77\u4f86\u4e0d\u932f\u7684\u6771\u897f\uff0c\u7136\u5f8c\u767c\u9001\u3002\u9019\u5c0d\u65bc\u4fee\u4fee\u88dc\u88dc\u5f88\u597d\uff0c\u4f46\u5c0d\u65bc\u5718\u968a\u4f86\u8aaa\u5c31\u592a\u5f31\u4e86\u3002\u5982\u679c\u60a8\u60f3\u8981\u53ef\u91cd\u8907\u7684\u54c1\u8cea\u3001\u77e5\u8b58\u5206\u4eab\u8207\u771f\u6b63\u7684\u5408\u4f5c\uff0c\u5c31\u5fc5\u9808\u8b93\u60a8\u7684\u5be6\u4f5c\u986f\u800c\u6613\u898b\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">1) \u958b\u59cb\u524d\u5148\u8aaa\u51fa\u76ee\u7684<\/h2>\n\n\n\n<p>\u5beb\u4e00\u53e5\u8a71\uff1a\u70ba\u4ec0\u9ebc\u5728\u9019\u88e1\u4f7f\u7528 AI \u800c\u4e0d\u662f\u66f4\u7c21\u55ae\u7684\u65b9\u6cd5\uff1f\u5982\u679c\u60a8\u7121\u6cd5\u8b49\u660e\u5176\u5408\u7406\u6027\uff0c\u8acb\u5148\u5efa\u7acb\u975e AI \u57fa\u7dda\u3002\u9019\u6a23\u53ef\u4ee5\u5efa\u7acb\u9053\u5fb7\u4ee3\u7406\u6b0a\uff0c\u4e26\u907f\u514d\u5100\u5f0f\u63d0\u793a-\u8907\u88fd\u8cbc\u4e0a\u300c\u795e\u5947\u300d\u7684\u63d0\u793a\uff0c\u537b\u6c92\u6709\u5c07\u5176\u8207\u4efb\u52d9\u76f8\u5339\u914d\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">2) \u4f7f\u8f38\u5165\u53ef\u6aa2\u67e5<\/h2>\n\n\n\n<p>\u8a18\u9304\u8f38\u5165\u7684\u5167\u5bb9\uff1a\u4f86\u6e90\u3001\u9650\u5236\u3001\u78ba\u5be6\u7684\u63d0\u793a\/\u8a2d\u5b9a\uff0c\u4ee5\u53ca\u522a\u9664\u3002\u7248\u672c\u5316\u3002\u672a\u4f86\u60a8 (\u548c\u60a8\u7684\u5be9\u67e5\u54e1) \u9700\u8981\u770b\u5230\u8a2d\u5b9a\uff0c\u800c\u4e0d\u53ea\u662f\u8f38\u51fa\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">3) \u4e0d\u63a5\u53d7\u3002\u6aa2\u67e5\u3002<\/h2>\n\n\n\n<p>\u5728\u751f\u6210\u4e4b\u524d\u6c7a\u5b9a\u6aa2\u67e5\u3002\u4fdd\u7559\u4e00\u500b\u5f88\u5c0f\u7684\u6e2c\u8a66\u96c6\uff0c\u52a0\u5165\u4e00\u500b\u5c0d\u7acb\u500b\u6848\uff0c\u4e26\u8a18\u9304\u60a8\u4fdd\u7559\u3001\u8b8a\u66f4\u6216\u79fb\u9664\u4e86\u4ec0\u9ebc\u3002\u60a8\u6b63\u5728\u8a13\u7df4\u5c08\u696d\u5224\u65b7\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">4) \u8a18\u9304\u4eba\u985e\u8207 AI \u7684\u89d2\u8272<\/h2>\n\n\n\n<p>\u5beb\u4e0b\u4ea4\u63a5\u5167\u5bb9\uff1aAI \u63d0\u51fa\u4ec0\u9ebc\u5efa\u8b70\u3001\u60a8\u6279\u51c6\u4ec0\u9ebc\u3001\u60a8\u5728\u54ea\u88e1\u5426\u6c7a\u3002\u89d2\u8272\u660e\u78ba\u53ef\u5c07\u5354\u52a9\u8f49\u5316\u70ba\u8ca0\u8cac\u4efb\u7684\u5408\u4f5c\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">5) \u64f7\u53d6\u4eba\u529b\u9644\u52a0\u50f9\u503c<\/h2>\n\n\n\n<p>\u8acb\u6ce8\u610f\u60a8\u5c0d\u611f\u6027\u5275\u4f5c\u7684\u8ca2\u737b\uff1a\u512a\u5148\u9806\u5e8f\u3001\u6dfa\u767d\u8a9e\u8a00\u89e3\u91cb\u3001\u9069\u5408\u53d7\u773e\u3001\u7121\u969c\u7919\u6027\u3002\u9019\u5c31\u662f\u60a8\u7684\u5c08\u696d\u7c3d\u540d\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">6) \u50cf\u8a2d\u8a08\u4e00\u6a23\u5c0d\u5f85\u53d6\u6368<\/h2>\n\n\n\n<p>\u8a18\u9304\u60a8\u9078\u64c7\u63a5\u53d7\u7684\u9650\u5236\u689d\u4ef6\uff1a\u6b63\u78ba\u6027\u3001\u5ef6\u9072\u3001\u6210\u672c\u3001\u53ef\u7dad\u8b77\u6027\u3002\u52a0\u4e0a\u4e00\u884c\u7406\u7531\u3002\u512a\u79c0\u7684\u5718\u968a\u6703\u516c\u958b\u5730\u9032\u884c\u4ea4\u6613\uff0c\u800c\u4e0d\u662f\u9ed8\u9ed8\u5730\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">7) \u95dc\u9589\u8ff4\u5708<\/h2>\n\n\n\n<p>\u8a18\u9304\u4e00\u500b\u771f\u6b63\u7684\u554f\u984c\u3001\u89e3\u6c7a\u65b9\u6cd5\uff0c\u4ee5\u53ca\u4e0b\u6b21\u60a8\u5c07\u5982\u4f55\u8f49\u79fb\u4eba\u985e\u8207\u4eba\u5de5\u667a\u80fd\u7684\u5206\u91ce\u3002\u4ee5\u4e09\u500b\u4e0b\u4e00\u6b65\u884c\u52d5\u7d50\u675f\u3002\u5c0f\u5faa\u74b0\u5efa\u7acb\u9069\u61c9\u6027\u7684\u5c08\u696d\u77e5\u8b58\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\">\u60a8\u53ef\u4ee5\u5728\u4efb\u4f55 README \u6216 pull request \u4e2d\u52a0\u5165\u4e00\u500b\u5c0f\u5340\u584a<\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u76ee\u7684<\/li>\n\n\n\n<li>\u8f38\u5165 (\u4f86\u6e90\u3001\u63d0\u793a\/\u8a2d\u5b9a\u9023\u7d50)<\/li>\n\n\n\n<li>\u6aa2\u67e5\u904b\u884c<\/li>\n\n\n\n<li>\u4eba\u985e \u2194 AI \u89d2\u8272 (\u4ea4\u63a5\u3001\u8986\u5beb)<\/li>\n\n\n\n<li>\u9078\u64c7\u7684\u6b0a\u8861<\/li>\n\n\n\n<li>\u4eba\u7684\u9644\u52a0\u50f9\u503c\uff08\u611f\u6027\u3001\u6e05\u6670\u5ea6\u3001\u53ef\u53ca\u6027\uff09<\/li>\n\n\n\n<li>\u5b78\u7fd2\u8207\u4e0b\u4e00\u6b65\u884c\u52d5\uff083 \u500b\u5c0f\u9805\u76ee\uff09<\/li>\n<\/ul>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1000\" height=\"563\" src=\"https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/08\/image.png\" alt=\"\" class=\"wp-image-233\" srcset=\"https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/08\/image.png 1000w, https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/08\/image-300x169.png 300w, https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/08\/image-768x432.png 768w, https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/08\/image-18x10.png 18w\" sizes=\"auto, (max-width: 1000px) 100vw, 1000px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<p>REACT 7 \u554f\u984c\u53cd\u601d\u65e5\u8a8c\u65e8\u5728\u7528\u4f86\u660e\u78ba\u8a18\u9304\u4eba\u985e\u8207\u4eba\u5de5\u667a\u80fd\u7684\u4e92\u88dc\u6027\u548c\u5de5\u4f5c\u65b9\u5f0f\uff0c\u4ee5\u52a0\u5f37\u96fb\u8166\u79d1\u5b78\u5b78\u751f\u7684\u9069\u61c9\u6027\u5c08\u696d\u77e5\u8b58\uff0c\u8207\u81ea\u7531\u5f62\u5f0f\u7684\u53cd\u601d\u76f8\u6bd4\uff0c\u589e\u52a0\u50f9\u503c\u6355\u6349\u3001\u77e5\u8b58\u5171\u4eab\u548c\u5354\u4f5c\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<div data-wp-interactive=\"core\/file\" class=\"wp-block-file\"><object data-wp-bind--hidden=\"!state.hasPdfPreview\" hidden class=\"wp-block-file__embed\" data=\"https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/08\/Answering-7-Questions-for-Reflection-of-AI-Use-in-Computer-Science.pdf\" type=\"application\/pdf\" style=\"width:100%;height:600px\" aria-label=\"Answering 7 Questions for Reflection of AI Use in Computer Science \u7684\u5d4c\u5165\u5167\u5bb9\u3002\"><\/object><a id=\"wp-block-file--media-2ec80977-9c87-48ed-90d5-2ef559c7c630\" href=\"https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/08\/Answering-7-Questions-for-Reflection-of-AI-Use-in-Computer-Science.pdf\">\u56de\u7b54 7 \u500b\u554f\u984c\u4ee5\u53cd\u601d AI \u5728\u96fb\u8166\u79d1\u5b78\u4e2d\u7684\u61c9\u7528<\/a><a href=\"https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/08\/Answering-7-Questions-for-Reflection-of-AI-Use-in-Computer-Science.pdf\" class=\"wp-block-file__button wp-element-button\" download aria-describedby=\"wp-block-file--media-2ec80977-9c87-48ed-90d5-2ef559c7c630\">\u4e0b\u8f09<\/a><\/div>","protected":false},"excerpt":{"rendered":"<p>Beyond Vibing in Computer Science: capturing human\u2013AI complementarity skills you can share and collaborate on Most of us start by \u201cvibing\u201d with AI: try a few prompts, take what looks good, ship it. Fine for tinkering, weak for teams. If you want repeatable quality, knowledge sharing, and real collaboration, make your practice visible. 1) Name [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":234,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[55],"tags":[56,58,57],"class_list":["post-232","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-react-framework","tag-beyond-vibing-in-computer-science","tag-human-ai-reflection-journal","tag-human-ai-way-of-working"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Capturing Human\u2013AI Complementarity in Computer Science - Business Physics AI Lab<\/title>\n<meta name=\"description\" content=\"Go beyond vibing in CS: use a REACT 7Q journal to capture human\u2013AI complementarity, share practices, improve collaboration, and build professional identity.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/businessphysics.ai\/zh\/human-ai-complementarity-computer-science\/\" \/>\n<meta property=\"og:locale\" content=\"zh_HK\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Capturing Human\u2013AI Complementarity in Computer Science - Business Physics AI Lab\" \/>\n<meta property=\"og:description\" content=\"Go beyond vibing in CS: use a REACT 7Q journal to capture human\u2013AI complementarity, share practices, improve collaboration, and build professional identity.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/businessphysics.ai\/zh\/human-ai-complementarity-computer-science\/\" \/>\n<meta property=\"og:site_name\" content=\"Business Physics AI Lab\" \/>\n<meta property=\"article:published_time\" content=\"2025-08-14T00:52:06+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-08-30T19:37:18+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/08\/human-ai-complementarity-computer-science.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"640\" \/>\n\t<meta property=\"og:image:height\" content=\"360\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Business Physics\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"Business Physics\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9810\u8a08\u95b1\u8b80\u6642\u9593\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 \u5206\u9418\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/businessphysics.ai\\\/human-ai-complementarity-computer-science\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/businessphysics.ai\\\/human-ai-complementarity-computer-science\\\/\"},\"author\":{\"name\":\"Business Physics\",\"@id\":\"https:\\\/\\\/businessphysics.ai\\\/#\\\/schema\\\/person\\\/43e64101068fd3fb267236426d1587a7\"},\"headline\":\"Capturing Human\u2013AI Complementarity in Computer Science\",\"datePublished\":\"2025-08-14T00:52:06+00:00\",\"dateModified\":\"2025-08-30T19:37:18+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/businessphysics.ai\\\/human-ai-complementarity-computer-science\\\/\"},\"wordCount\":356,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/businessphysics.ai\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/businessphysics.ai\\\/human-ai-complementarity-computer-science\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/businessphysics.ai\\\/wp-content\\\/uploads\\\/2025\\\/08\\\/human-ai-complementarity-computer-science.jpg\",\"keywords\":[\"Beyond Vibing in Computer Science\",\"Human-AI Reflection Journal\",\"Human-AI Way of Working\"],\"articleSection\":[\"REACT Framework\"],\"inLanguage\":\"zh-HK\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/businessphysics.ai\\\/human-ai-complementarity-computer-science\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/businessphysics.ai\\\/human-ai-complementarity-computer-science\\\/\",\"url\":\"https:\\\/\\\/businessphysics.ai\\\/human-ai-complementarity-computer-science\\\/\",\"name\":\"Capturing Human\u2013AI Complementarity in Computer Science - Business Physics AI Lab\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/businessphysics.ai\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/businessphysics.ai\\\/human-ai-complementarity-computer-science\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/businessphysics.ai\\\/human-ai-complementarity-computer-science\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/businessphysics.ai\\\/wp-content\\\/uploads\\\/2025\\\/08\\\/human-ai-complementarity-computer-science.jpg\",\"datePublished\":\"2025-08-14T00:52:06+00:00\",\"dateModified\":\"2025-08-30T19:37:18+00:00\",\"description\":\"Go beyond vibing in CS: use a REACT 7Q journal to capture human\u2013AI complementarity, share practices, improve collaboration, and build professional identity.\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/businessphysics.ai\\\/human-ai-complementarity-computer-science\\\/#breadcrumb\"},\"inLanguage\":\"zh-HK\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/businessphysics.ai\\\/human-ai-complementarity-computer-science\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-HK\",\"@id\":\"https:\\\/\\\/businessphysics.ai\\\/human-ai-complementarity-computer-science\\\/#primaryimage\",\"url\":\"https:\\\/\\\/businessphysics.ai\\\/wp-content\\\/uploads\\\/2025\\\/08\\\/human-ai-complementarity-computer-science.jpg\",\"contentUrl\":\"https:\\\/\\\/businessphysics.ai\\\/wp-content\\\/uploads\\\/2025\\\/08\\\/human-ai-complementarity-computer-science.jpg\",\"width\":640,\"height\":360,\"caption\":\"capturing human ai complementarity computer science\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/businessphysics.ai\\\/human-ai-complementarity-computer-science\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/businessphysics.ai\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Capturing Human\u2013AI Complementarity in Computer Science\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/businessphysics.ai\\\/#website\",\"url\":\"https:\\\/\\\/businessphysics.ai\\\/\",\"name\":\"Business Physics AI Lab\",\"description\":\"About the Founder: Professor Thomas Hormaza Dow fosters an environment where research meets application, and where interns, researchers, and industry leaders collaborate to unlock new frontiers.\",\"publisher\":{\"@id\":\"https:\\\/\\\/businessphysics.ai\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/businessphysics.ai\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"zh-HK\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/businessphysics.ai\\\/#organization\",\"name\":\"Business Physics AI Lab\",\"url\":\"https:\\\/\\\/businessphysics.ai\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-HK\",\"@id\":\"https:\\\/\\\/businessphysics.ai\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/businessphysics.ai\\\/wp-content\\\/uploads\\\/2025\\\/01\\\/business-physics-logo-large-720.jpg\",\"contentUrl\":\"https:\\\/\\\/businessphysics.ai\\\/wp-content\\\/uploads\\\/2025\\\/01\\\/business-physics-logo-large-720.jpg\",\"width\":720,\"height\":720,\"caption\":\"Business Physics AI Lab\"},\"image\":{\"@id\":\"https:\\\/\\\/businessphysics.ai\\\/#\\\/schema\\\/logo\\\/image\\\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/businessphysics.ai\\\/#\\\/schema\\\/person\\\/43e64101068fd3fb267236426d1587a7\",\"name\":\"Business Physics\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-HK\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/59db27a8d75ba16c76e0af319b569ba08a4650f1e9bc9141e5d749a790c51e7f?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/59db27a8d75ba16c76e0af319b569ba08a4650f1e9bc9141e5d749a790c51e7f?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/59db27a8d75ba16c76e0af319b569ba08a4650f1e9bc9141e5d749a790c51e7f?s=96&d=mm&r=g\",\"caption\":\"Business Physics\"},\"sameAs\":[\"https:\\\/\\\/businessphysics.ai\"],\"url\":\"https:\\\/\\\/businessphysics.ai\\\/zh\\\/author\\\/business-physics\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Capturing Human\u2013AI Complementarity in Computer Science - Business Physics AI Lab","description":"Go beyond vibing in CS: use a REACT 7Q journal to capture human\u2013AI complementarity, share practices, improve collaboration, and build professional identity.","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/businessphysics.ai\/zh\/human-ai-complementarity-computer-science\/","og_locale":"zh_HK","og_type":"article","og_title":"Capturing Human\u2013AI Complementarity in Computer Science - Business Physics AI Lab","og_description":"Go beyond vibing in CS: use a REACT 7Q journal to capture human\u2013AI complementarity, share practices, improve collaboration, and build professional identity.","og_url":"https:\/\/businessphysics.ai\/zh\/human-ai-complementarity-computer-science\/","og_site_name":"Business Physics AI Lab","article_published_time":"2025-08-14T00:52:06+00:00","article_modified_time":"2025-08-30T19:37:18+00:00","og_image":[{"width":640,"height":360,"url":"https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/08\/human-ai-complementarity-computer-science.jpg","type":"image\/jpeg"}],"author":"Business Physics","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"Business Physics","\u9810\u8a08\u95b1\u8b80\u6642\u9593":"2 \u5206\u9418"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/businessphysics.ai\/human-ai-complementarity-computer-science\/#article","isPartOf":{"@id":"https:\/\/businessphysics.ai\/human-ai-complementarity-computer-science\/"},"author":{"name":"Business Physics","@id":"https:\/\/businessphysics.ai\/#\/schema\/person\/43e64101068fd3fb267236426d1587a7"},"headline":"Capturing Human\u2013AI Complementarity in Computer Science","datePublished":"2025-08-14T00:52:06+00:00","dateModified":"2025-08-30T19:37:18+00:00","mainEntityOfPage":{"@id":"https:\/\/businessphysics.ai\/human-ai-complementarity-computer-science\/"},"wordCount":356,"commentCount":0,"publisher":{"@id":"https:\/\/businessphysics.ai\/#organization"},"image":{"@id":"https:\/\/businessphysics.ai\/human-ai-complementarity-computer-science\/#primaryimage"},"thumbnailUrl":"https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/08\/human-ai-complementarity-computer-science.jpg","keywords":["Beyond Vibing in Computer Science","Human-AI Reflection Journal","Human-AI Way of Working"],"articleSection":["REACT Framework"],"inLanguage":"zh-HK","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/businessphysics.ai\/human-ai-complementarity-computer-science\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/businessphysics.ai\/human-ai-complementarity-computer-science\/","url":"https:\/\/businessphysics.ai\/human-ai-complementarity-computer-science\/","name":"Capturing Human\u2013AI Complementarity in Computer Science - Business Physics AI Lab","isPartOf":{"@id":"https:\/\/businessphysics.ai\/#website"},"primaryImageOfPage":{"@id":"https:\/\/businessphysics.ai\/human-ai-complementarity-computer-science\/#primaryimage"},"image":{"@id":"https:\/\/businessphysics.ai\/human-ai-complementarity-computer-science\/#primaryimage"},"thumbnailUrl":"https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/08\/human-ai-complementarity-computer-science.jpg","datePublished":"2025-08-14T00:52:06+00:00","dateModified":"2025-08-30T19:37:18+00:00","description":"Go beyond vibing in CS: use a REACT 7Q journal to capture human\u2013AI complementarity, share practices, improve collaboration, and build professional identity.","breadcrumb":{"@id":"https:\/\/businessphysics.ai\/human-ai-complementarity-computer-science\/#breadcrumb"},"inLanguage":"zh-HK","potentialAction":[{"@type":"ReadAction","target":["https:\/\/businessphysics.ai\/human-ai-complementarity-computer-science\/"]}]},{"@type":"ImageObject","inLanguage":"zh-HK","@id":"https:\/\/businessphysics.ai\/human-ai-complementarity-computer-science\/#primaryimage","url":"https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/08\/human-ai-complementarity-computer-science.jpg","contentUrl":"https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/08\/human-ai-complementarity-computer-science.jpg","width":640,"height":360,"caption":"capturing human ai complementarity computer science"},{"@type":"BreadcrumbList","@id":"https:\/\/businessphysics.ai\/human-ai-complementarity-computer-science\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/businessphysics.ai\/"},{"@type":"ListItem","position":2,"name":"Capturing Human\u2013AI Complementarity in Computer Science"}]},{"@type":"WebSite","@id":"https:\/\/businessphysics.ai\/#website","url":"https:\/\/businessphysics.ai\/","name":"\u5546\u696d\u7269\u7406\u4eba\u5de5\u667a\u6167\u5be6\u9a57\u5ba4","description":"\u95dc\u65bc\u5275\u8fa6\u4eba\uff1aThomas Hormaza Dow \u6559\u6388\u5275\u9020\u4e86\u4e00\u500b\u7814\u7a76\u8207\u61c9\u7528\u76f8\u7d50\u5408\u7684\u74b0\u5883\uff0c\u5be6\u7fd2\u751f\u3001\u7814\u7a76\u4eba\u54e1\u548c\u7522\u696d\u9818\u8896\u5728\u9019\u88e1\u5408\u4f5c\u958b\u62d3\u65b0\u7684\u9818\u57df\u3002","publisher":{"@id":"https:\/\/businessphysics.ai\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/businessphysics.ai\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-HK"},{"@type":"Organization","@id":"https:\/\/businessphysics.ai\/#organization","name":"\u5546\u696d\u7269\u7406\u4eba\u5de5\u667a\u6167\u5be6\u9a57\u5ba4","url":"https:\/\/businessphysics.ai\/","logo":{"@type":"ImageObject","inLanguage":"zh-HK","@id":"https:\/\/businessphysics.ai\/#\/schema\/logo\/image\/","url":"https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/01\/business-physics-logo-large-720.jpg","contentUrl":"https:\/\/businessphysics.ai\/wp-content\/uploads\/2025\/01\/business-physics-logo-large-720.jpg","width":720,"height":720,"caption":"Business Physics AI Lab"},"image":{"@id":"https:\/\/businessphysics.ai\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/businessphysics.ai\/#\/schema\/person\/43e64101068fd3fb267236426d1587a7","name":"\u5546\u696d\u7269\u7406\u5b78","image":{"@type":"ImageObject","inLanguage":"zh-HK","@id":"https:\/\/secure.gravatar.com\/avatar\/59db27a8d75ba16c76e0af319b569ba08a4650f1e9bc9141e5d749a790c51e7f?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/59db27a8d75ba16c76e0af319b569ba08a4650f1e9bc9141e5d749a790c51e7f?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/59db27a8d75ba16c76e0af319b569ba08a4650f1e9bc9141e5d749a790c51e7f?s=96&d=mm&r=g","caption":"Business Physics"},"sameAs":["https:\/\/businessphysics.ai"],"url":"https:\/\/businessphysics.ai\/zh\/author\/business-physics\/"}]}},"_links":{"self":[{"href":"https:\/\/businessphysics.ai\/zh\/wp-json\/wp\/v2\/posts\/232","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/businessphysics.ai\/zh\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/businessphysics.ai\/zh\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/businessphysics.ai\/zh\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/businessphysics.ai\/zh\/wp-json\/wp\/v2\/comments?post=232"}],"version-history":[{"count":3,"href":"https:\/\/businessphysics.ai\/zh\/wp-json\/wp\/v2\/posts\/232\/revisions"}],"predecessor-version":[{"id":258,"href":"https:\/\/businessphysics.ai\/zh\/wp-json\/wp\/v2\/posts\/232\/revisions\/258"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/businessphysics.ai\/zh\/wp-json\/wp\/v2\/media\/234"}],"wp:attachment":[{"href":"https:\/\/businessphysics.ai\/zh\/wp-json\/wp\/v2\/media?parent=232"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/businessphysics.ai\/zh\/wp-json\/wp\/v2\/categories?post=232"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/businessphysics.ai\/zh\/wp-json\/wp\/v2\/tags?post=232"}],"curies":[{"name":"WP","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}