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This is a Literature Review study.

September 12, 2025

Guardrails: Guiding Human Decisions in the Age of AI

Key Points

Implementing guardrails can improve decision-making in the context of AI, ensuring ethical considerations are met.
Guardrails facilitate critical thinking and informed decision-making, highlighting the importance of education in AI integration.
The influence of natural language processing in educational settings supports personalized learning opportunities, bridging gaps in technology adoption.
Management education requires an embrace of AI tools, with guardrails ensuring ethical usage and effective learning outcomes.

Abstract

Academy of Management Learning & EducationIn-Press Book and Resource ReviewsGuardrails: Guiding Human Decisions in the Age of AIGavin M. SchwarzGavin M. SchwarzUniversity of New South WalesAccepted by Laura A. ColomboPublished Online:9 Sep 2025https://doi.org/10.5465/amle.2025.0226AboutSectionsView articleView Full TextPDF/EPUB ToolsDownload CitationsAdd to favoritesTrack Citations ShareShare onFacebookXLinkedInRedditEmail View articleREFERENCESFellenz, M. R., Hoidn, S., & Brady, M. 2022. The future of management education. London: Routledge. Google ScholarGasser, U., & Mayer-Schönberger, V. 2024. Guardrails: Guiding human decisions in the age of AI. Princeton, NJ: Princeton University Press. Google ScholarLarson, B. Z., Moser, C., Caza, A., Muehlfeld, K., & Colombo, L. A. 2024. Critical thinking in the age of generative AI. Academy of Management Learning & Education, 23: 373–378.Link , Google ScholarMejeh, M., & Rehm, M. 2024. Taking adaptive learning in educational settings to the next level: Leveraging natural language processing for improved personalization. Educational Technology Research and Development, 72: 1597–1621. Google ScholarMercier, H., & Sperber, D. 2017. The enigma of reason. Cambridge, MA: Harvard University Press. Google ScholarNguyen, K. V. 2025. The use of generative AI tools in higher education: Ethical and pedagogical principles. Journal of Academic Ethics. Forthcoming. Google ScholarPietronudo, M. C., Croidieu, G., & Schiavone, F. 2022. A solution looking for problems? A systematic literature review of the rationalizing influence of artificial intelligence on decision-making in innovation management. Technological Forecasting and Social Change, 182: 121828. Google ScholarToffler, A. 1970. Future shock. New York: Random House. Google ScholarFiguresReferencesRelatedDetails In-Press Permissions Metrics in the past 12 months History Published online 9 September 2025 Information© Academy of Management Learning & EducationDownload PDF

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