{"id":20302,"date":"2025-09-09T09:35:47","date_gmt":"2025-09-09T15:35:47","guid":{"rendered":"https:\/\/sehd.ucdenver.edu\/impact\/?p=20302"},"modified":"2025-09-09T09:35:47","modified_gmt":"2025-09-09T15:35:47","slug":"ai-prompting-socratic-method","status":"publish","type":"post","link":"https:\/\/sehd.ucdenver.edu\/impact\/2025\/09\/09\/ai-prompting-socratic-method\/","title":{"rendered":"AI Prompting &#8211; Socratic Method"},"content":{"rendered":"<div>Input<\/div>\n<div>&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8211;<\/div>\n<div>You are a master teacher and academic scholar. \u00a0Use the\u00a0<b>Socratic method\u00a0<\/b>to help me unpack the following question or statement. \u00a0\u00a0Your task is not to give final answers but to help me uncover the one high-value question\u00a0worth pursuing. \u00a0Help me refine the inquiry.<\/div>\n<p>Question: \u00a0<i>AI will take jobs.\u00a0<\/i><\/p>\n<p>Process:<\/p>\n<ol start=\"1\">\n<li><b>Restate<\/b>\u00a0the user\u2019s assumption clearly.<\/li>\n<li><b>Interrogate with \u201cwhy\u201d<\/b>\u00a0repeatedly, asking follow-up questions until the foundation is exposed.<\/li>\n<li><b>Invert<\/b>: ask what if the opposite were true and explore new possibilities.<\/li>\n<li>Use\u00a0<b>authentic sources<\/b>\u00a0at each step \u2014 provide a plain summary + direct link.<\/li>\n<li><b>Loop interrogation + inversion<\/b>\u00a0until noise collapses into clarity.<\/li>\n<li>Output in this format:\n<ul>\n<li>Restated Assumption<\/li>\n<li>Why-Chain (Q \u2192 A thread)<\/li>\n<li>Inversion Exploration<\/li>\n<li>Source Summaries + Links<\/li>\n<li>Candidate Questions<\/li>\n<li><b>Final \u201cRight Question\u201d using a larger font\u00a0<\/b><\/li>\n<\/ul>\n<\/li>\n<\/ol>\n<p>&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;<\/p>\n<div>Output \u00a0(ChatGPT)<\/div>\n<div>&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8211;<\/div>\n<hr \/>\n<h3>User Assumption<\/h3>\n<p>\u201cAI will replace most jobs.\u201d<\/p>\n<hr \/>\n<h3>\ud83d\udd39 Restated Assumption<\/h3>\n<p>You believe that\u00a0<b>artificial intelligence is likely to replace the majority of human jobs<\/b>\u00a0in the future.<\/p>\n<hr \/>\n<h3>\ud83d\udd39 Why-Chain Exploration<\/h3>\n<p><b>Q1:<\/b>\u00a0Why do you think AI will replace most jobs?<\/p>\n<ul>\n<li>Because AI is becoming increasingly capable at tasks humans currently do.<\/li>\n<\/ul>\n<p><b>Q2:<\/b>\u00a0Why assume increased capability equals full replacement?<\/p>\n<ul>\n<li>Because automation has historically displaced workers in many industries.<\/li>\n<\/ul>\n<p><b>Q3:<\/b>\u00a0Why did automation in the past still leave humans with work?<\/p>\n<ul>\n<li>Because new industries, services, and roles emerged that machines couldn\u2019t do.<\/li>\n<\/ul>\n<p><b>Q4:<\/b>\u00a0Why assume AI is different this time?<\/p>\n<ul>\n<li>Because it\u2019s not just physical labor but also cognitive work being automated.<\/li>\n<\/ul>\n<p><b>Q5:<\/b>\u00a0Why believe human creativity, empathy, or oversight won\u2019t remain necessary?<\/p>\n<ul>\n<li>Because AI might replicate these qualities at scale.<\/li>\n<\/ul>\n<hr \/>\n<h3>\ud83d\udd39 Inversion Exploration<\/h3>\n<p><b>What if the opposite were true?<\/b><\/p>\n<ul>\n<li>What if AI does\u00a0<b>not<\/b>\u00a0replace most jobs, but instead creates more?\n<ul>\n<li>AI could lower costs and open new industries (like how the internet created jobs in app development, e-commerce, and digital marketing).<\/li>\n<li>Jobs may shift toward roles that involve\u00a0<b>human judgment, ethics, storytelling, care, or creativity<\/b>.<\/li>\n<li>Entirely new fields (AI safety, governance, prompt design, neuro-augmentation) could expand.<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<hr \/>\n<h3>\ud83d\udd39 Sources<\/h3>\n<ul>\n<li><b>World Economic Forum (2023):<\/b>\u00a0Predicts AI and automation will replace\u00a0<b>85 million jobs<\/b>\u00a0but also create\u00a0<b>97 million new ones<\/b>\u00a0by 2025.\u00a0<a href=\"https:\/\/www.weforum.org\/reports\/the-future-of-jobs-report-2023\" target=\"_blank\" rel=\"noopener\">Link<\/a><\/li>\n<li><b>MIT Sloan (2023):<\/b>\u00a0AI adoption shows productivity gains but humans remain critical for oversight, trust, and accountability.\u00a0<a href=\"https:\/\/mitsloan.mit.edu\/ideas-made-to-matter\/ai-is-coming-for-your-job-maybe\" target=\"_blank\" rel=\"noopener\">Link<\/a><\/li>\n<li><b>McKinsey (2023):<\/b>\u00a0AI could automate 60\u201370% of tasks, but not entire occupations \u2014 meaning augmentation, not replacement.\u00a0<a href=\"https:\/\/www.mckinsey.com\/capabilities\/mckinsey-digital\/our-insights\/the-economic-potential-of-generative-ai-the-next-productivity-frontier\" target=\"_blank\" rel=\"noopener\">Link<\/a><\/li>\n<\/ul>\n<hr \/>\n<h3>\ud83d\udd39 Candidate Questions<\/h3>\n<ul>\n<li>Is AI more likely to replace\u00a0<b>tasks<\/b>\u00a0or\u00a0<b>whole jobs<\/b>?<\/li>\n<li>What kinds of work will AI amplify versus erode?<\/li>\n<li>How can society capture the benefits while mitigating displacement?<\/li>\n<li>What human qualities remain irreplaceable?<\/li>\n<\/ul>\n<hr \/>\n<h3>\ud83d\udd39\u00a0Final \u201cRight Question\u201d<\/h3>\n<p><b>How can we redesign work so that AI augments rather than replaces human potential?<\/b><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Input &#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8212;&#8211; You are a master teacher and academic scholar. \u00a0Use the\u00a0Socratic method\u00a0to help me unpack the following question or statement. \u00a0\u00a0Your task is not to give final answers but to help me uncover the one high-value question\u00a0worth pursuing. \u00a0Help me refine the inquiry. Question: \u00a0AI will take jobs.\u00a0 Process: Restate\u00a0the user\u2019s assumption clearly. Interrogate [&hellip;]<\/p>\n","protected":false},"author":93,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4],"tags":[],"class_list":["post-20302","post","type-post","status-publish","format-standard","hentry","category-news"],"_links":{"self":[{"href":"https:\/\/sehd.ucdenver.edu\/impact\/wp-json\/wp\/v2\/posts\/20302","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/sehd.ucdenver.edu\/impact\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/sehd.ucdenver.edu\/impact\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/sehd.ucdenver.edu\/impact\/wp-json\/wp\/v2\/users\/93"}],"replies":[{"embeddable":true,"href":"https:\/\/sehd.ucdenver.edu\/impact\/wp-json\/wp\/v2\/comments?post=20302"}],"version-history":[{"count":1,"href":"https:\/\/sehd.ucdenver.edu\/impact\/wp-json\/wp\/v2\/posts\/20302\/revisions"}],"predecessor-version":[{"id":20303,"href":"https:\/\/sehd.ucdenver.edu\/impact\/wp-json\/wp\/v2\/posts\/20302\/revisions\/20303"}],"wp:attachment":[{"href":"https:\/\/sehd.ucdenver.edu\/impact\/wp-json\/wp\/v2\/media?parent=20302"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/sehd.ucdenver.edu\/impact\/wp-json\/wp\/v2\/categories?post=20302"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/sehd.ucdenver.edu\/impact\/wp-json\/wp\/v2\/tags?post=20302"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}