{"id":2112,"date":"2026-03-03T15:21:37","date_gmt":"2026-03-03T15:21:37","guid":{"rendered":"https:\/\/johannessiebert.com\/?p=2112"},"modified":"2026-03-18T15:39:43","modified_gmt":"2026-03-18T15:39:43","slug":"generative-ki-zielsysteme-entscheidungsanalyse-chatgpt-experten","status":"publish","type":"post","link":"https:\/\/johannessiebert.com\/?p=2112","title":{"rendered":"ChatGPT vs. Expert:innen: Kann generative KI hochwertige Zielsysteme f\u00fcr organisationale und politische Entscheidungen entwickeln?"},"content":{"rendered":"\n<p>Diese Studie untersucht die Leistungsf\u00e4higkeit generativer k\u00fcnstlicher Intelligenz (GenAI) im Kontext des Value-Focused Thinking, insbesondere ihre F\u00e4higkeit, hochwertige Zielsysteme f\u00fcr organisationale oder politische Entscheidungen zu entwickeln. Insgesamt zeigen unsere Ergebnisse, dass die von GenAI generierten Ziele einzeln betrachtet meist sinnvoll sind, die resultierenden Zielsysteme als Ganzes jedoch deutliche Schw\u00e4chen aufweisen. H\u00e4ufig enthalten sie irrelevante Aspekte, lassen wichtige Ziele aus und sind zudem redundant sowie nicht klar strukturierbar. Dies ist unter anderem darauf zur\u00fcckzuf\u00fchren, dass GenAI dazu neigt, Mittelziele einzubeziehen \u2013 selbst dann, wenn dies explizit vermieden werden soll.<\/p>\n\n\n\n<p>Gleichzeitig zeigen wir, dass sich die Qualit\u00e4t der Zielsysteme durch den Einsatz von Best Practices im Prompting sowie durch Expertise in der Entscheidungsanalyse deutlich verbessern l\u00e4sst. Die Ergebnisse unterstreichen die Bedeutung eines \u201eHuman-in-the-Loop\u201c-Ansatzes: GenAI eignet sich gut zur Generierung erster Zielideen, jedoch ist die Einbindung von Expert:innen mit fundiertem Hintergrund in der Entscheidungsanalyse entscheidend, bevor die Ergebnisse zur Unterst\u00fctzung realer Entscheidungen verwendet werden.<\/p>\n\n\n\n<p>Zur praktischen Umsetzung pr\u00e4sentieren und demonstrieren wir einen vierstufigen Ansatz, der die jeweiligen St\u00e4rken von GenAI und Entscheidungsanalyst:innen kombiniert.<\/p>\n\n\n\n<p><\/p>\n\n\n\n<p>Simon, Jay; Siebert, Johannes U. ChatGPT vs. Experts: Can GenAI Develop High Quality Organizational and Policy Objectives? Decision Analysis (<em>in press<\/em>). <a href=\"https:\/\/doi.org\/10.1287\/deca.2025.0387\">https:\/\/doi.org\/10.1287\/deca.2025.0387<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Diese Studie untersucht die Leistungsf\u00e4higkeit generativer k\u00fcnstlicher Intelligenz (GenAI) im Kontext des Value-Focused Thinking, insbesondere ihre F\u00e4higkeit, hochwertige Zielsysteme f\u00fcr organisationale oder politische Entscheidungen zu entwickeln. Insgesamt zeigen unsere Ergebnisse, dass die von GenAI generierten Ziele einzeln betrachtet meist sinnvoll sind, die resultierenden Zielsysteme als Ganzes jedoch deutliche Schw\u00e4chen aufweisen. H\u00e4ufig enthalten sie irrelevante Aspekte, [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":1033,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[42,91],"tags":[399,150,243,401,407,405,251,403],"class_list":["post-2112","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-blog","category-veroeffentlichungen-forschung","tag-chatgpt","tag-entscheidungsanalyse","tag-entscheidungsqualitat","tag-generative-ki","tag-kuenstliche-intelligenz-in-entscheidungen","tag-policy-entscheidungen","tag-value-focused-thinking","tag-zielsysteme"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>ChatGPT vs. Expert:innen: Kann generative KI hochwertige Zielsysteme f\u00fcr organisationale und politische Entscheidungen entwickeln? - Johannes Siebert<\/title>\n<meta name=\"description\" content=\"Kann generative KI hochwertige Zielsysteme entwickeln? 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