Abstract
Drawing on recent conceptual and empirical work on metamodern education, Higher Education 4.0, and transdisciplinary AI-interoperable competencies, alongside European Commission and UNESCO policy frameworks, this food-for-thought article adopts an integrative approach that synthesises research evidence, policy analysis, and practice-based insights for business education leadership and management. As AI and persistent social crises and VUCA/BANI conditions have become structural features of contemporary organisational and educational life, business schools are now at the centre of intersecting technological, geopolitical, and societal disruptions. Against this backdrop, this article addresses a central question for higher education: what should business schools teach (and, more importantly, how) when uncertainty, crisis, and AI-mediated decision-making are no longer exceptional but systemic. The analysis demonstrates that traditional discipline-centred and tool-oriented pedagogies are, while still foundational, increasingly strained by the realities graduates face in AI-mediated and crisis-shaped environments and are no longer adequate on their own. Instead, effective business education requires a shift toward cultivating navigational capacities, including systems thinking, intercultural competence, ethical judgment, emotional resilience, and context-aware AI literacy. The article further argues that evolutionary pedagogies (such as case-based learning, simulations, project work under uncertainty, and reflective practice) are particularly effective in developing these capacities. It concludes that business schools can no longer define their mission primarily in terms of knowledge transmission or skills optimisation. Instead, they are called to assume a renewed social contract: preparing leaders capable of responsible action, ethical sensemaking, and sustained agency in AI-mediated, crisis-shaped environments, with significant implications for curriculum design, faculty roles, and higher education policy.
References
Aoun, J. E. (2017). Robot-proof: Higher education in the age of artificial intelligence. MIT Press. https://direct.mit.edu/books/book/3628/Robot-ProofHigher-Education-in-the-Age-of
Arif, S. (2025). Cross-cultural perspectives on AI in education: Case studies from global classrooms. AI EDIFY Journal, 2(1), 12–20. https://researchcorridor.org/index.php/aiej/article/view/244/233
Barnett, R. (2018). The ecological university: A feasible utopia. Routledge. https://www.routledge.com/The-Ecological-University-A-Feasible-Utopia/Barnett/p/book/9781138720763
Bennett, N., & Lemoine, G. J. (2014). What a difference a word makes: Understanding threats to performance in a VUCA world. Business horizons, 57(3), 311-317. https://doi.org/10.1016/j.bushor.2014.01.001
Bleicher, J., Velinov, E., & Adebola, S. (2025). Transforming management education: Blended learning, international collaboration, and pedagogical innovation—Current trends and future directions. Frontiers in Education, 10, https://doi.org/10.3389/feduc.2025.1635715
Cosgrove, J., & Cachia, R. (2025). DigComp 3.0: European Digital Competence Framework (5th ed.). Publications Office of the European Union. https://doi.org/10.2760/0001149
European Commission, Joint Research Centre. (2022). DigiComp 2.2: The digital competence framework for citizens. https://joint-research-centre.ec.europa.eu/digcomp_en
European Commission (2022a) ‘AI excellence: enabling conditions for AI’s development and uptake’. Available at: https://digital-strategy.ec.europa.eu/en/policies/enabling-ai.
European Commission (2022b) ‘AI excellence: ensuring that AI works for people’. Available at: https://digital-strategy.ec.europa.eu/en/policies/ai-people.
European Commission (2022c) ‘AI excellence: build strategic leadership in high-impact sectors’. Available at: https://digital-strategy.ec.europa.eu/en/policies/build-leadership-ai.
European Commission (2022d) ‘AI excellence: thriving from the lab to the market’. Available at: https://digital-strategy.ec.europa.eu/en/policies/ai-lab-market.
Fletcher, M., & Calixto, C. (2025). Innovative teaching strategies in international business. AIB Insights, 25(1), 1–6. https://doi.org/10.46697/001c.127916
Inner Development Goals Initiative. (2021). Inner development goals framework. https://innerdevelopmentgoals.org
Juarrero, A. (2023). Context changes everything: How constraints create coherence. MIT Press. https://mitpress.mit.edu/9780262545662/context-changes-everything/
Heidemann, C., & Søndergaard, M. (2023). Systematic cross-cultural management education: A quasi-experimental analysis of guided experiential learning during intercultural simulations. Cross Cultural & Strategic Management, 30(4), 676–699. https://doi.org/10.1108/CCSM-01-2022-0007
Huiying, X., & Qiang, M. (2021). College English cross-cultural teaching based on cloud computing MOOC platform and artificial intelligence. Journal of Intelligent & Fuzzy Systems, 40(2), 2899–2911. https://doi.org/10.3233/JIFS-189558
Jakubik, M., Beke, J., & Shtaltovna, Y. (2023). The Role of Universities: Enhancing Students’ Capabilities for Work and Life. In W. Donald (Ed.), Handbook of Research on Sustainable Career Ecosystems for University Students and Graduates (pp. 15-37). IGI-Global. https://doi.org/10.4018/978-1-6684-7442-6.ch002
Jayasinghe, S., Arm, K., & Gamage, K. A. A. (2025). Designing culturally inclusive case studies with generative AI: Strategies and considerations. Education Sciences, 15(2), Article 134. https://doi.org/10.3390/educsci15060645
Kasbekar, L., & Shtaltovna, Y. (2026). Emerging themes in teaching intercultural management. International Journal of Education Policy and Leadership. (Forthcoming)
Li, S., Phanthaphoonmee, N., & Radovanovic, S. (2025). Generative AI as transformative pedagogy for cultural competence education: An essential for future-ready higher education [Preprint]. OSF Preprints. https://doi.org/10.31235/osf.io/8ymq4_v1
Ma, G., & Yang, X. (2025). Fostering intercultural competence through AI-driven tools: A case study of linguistic and cultural adaptability in Chinese EFL education. Digital Technologies Research and Applications, 4(1), 45–62. https://doi.org/10.54963/dtra.v4i1.1131
Morin, E. (2008). On complexity. Hampton Press. https://www.intelligence-complexite.org/bibliotheque/bibliotheque-ric/complexity
Organisation for Economic Co-operation and Development. (2019). OECD future of education and skills 2030: OECD learning compass 2030. OECD Publishing. https://www.oecd.org/education/2030-project/
Shonfeld, M. (2024). The impact of technology on intercultural education. Social Pedagogy / Pedagogika Spoleczna, 2(4), 55–69. https://pedagogikaspoleczna.com/wp-content/uploads/2024/07/PS-1-2024-137-151.pdf
Shtaltovna, Y. (2024). Rewriting the future: How metamodern education can redefine society and leadership. GILE Journal of Skills Development, 4(2), 112–121. https://doi.org/10.52398/gjsd.2024.v4.i2.pp112-121
Shtaltovna, Y. (2025). Mapping the academic landscape: A state-of-the-art perspective on sustainability, inner development goals and higher education. Business & Diplomacy Review, 3(1), 46–63.
Shtaltovna, Y. & Makhachashvili, R. (2025). Transdisciplinary competencies for the future: Bridging the gap between emotional intelligence, digital literacy, inner development goals, and employability. In Proceedings of the 29th World Multi-Conference on Systemics, Cybernetics and Informatics (WMSCI 2025). https://doi.org/10.54808/WMSCI2025.01.341
Snowden, D. J., & Rancati, A. (2021). Managing complexity (and chaos) in times of crisis: A field guide for decision makers inspired by the Cynefin framework. Publications Office of the European Union. https://publications.jrc.ec.europa.eu/repository/handle/JRC123629
United Nations Educational, Scientific and Cultural Organization. (2021). Reimagining our futures together: A new social contract for education. https://www.unesco.org/en/articles/reimagining-our-futures-together-new-social-contract-education
United Nations Educational, Scientific and Cultural Organization. (2023). AI competency framework for teachers. https://www.unesco.org/en/articles/ai-competency-framework-teachers
World Economic Forum. (2025). The future of jobs report 2025. https://www.weforum.org/reports/the-future-of-jobs-report-2025/
Zhang, Q., Mohammad Ismail, M. I. R., & Zakaria, A. B. D. R. B. (2025). Enhancing intercultural competence in technical higher education through AI-driven frameworks. Scientific Reports, 15, Article 10234. https://doi.org/10.1038/s41598-025-03303-1

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