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Artificial intelligence and systemic risk

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  • Cecchetti, Stephen G.
  • Lumsdaine, Robin L.
  • Peltonen, Tuomas
  • Sánchez Serrano, Antonio

Abstract

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Suggested Citation

  • Cecchetti, Stephen G. & Lumsdaine, Robin L. & Peltonen, Tuomas & Sánchez Serrano, Antonio, 2025. "Artificial intelligence and systemic risk," Report of the Advisory Scientific Committee 16, European Systemic Risk Board.
    • Handle: RePEc:srk:srkasc:202516
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    References listed on IDEAS

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    1. Nicholas Crafts, 2021. "Artificial intelligence as a general-purpose technology: an historical perspective," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 37(3), pages 521-536.
    2. Stijn Claessens, 2015. "An Overview of Macroprudential Policy Tools," Annual Review of Financial Economics, Annual Reviews, vol. 7(1), pages 397-422, December.
    3. Dion Bongaerts & Sarah D De Luca & Mark Van Achter, 2024. "Circuit breakers and market runs," Review of Finance, European Finance Association, vol. 28(6), pages 1953-1989.
    4. Daníelsson, Jón & Macrae, Robert & Uthemann, Andreas, 2022. "Artificial intelligence and systemic risk," Journal of Banking & Finance, Elsevier, vol. 140(C).
    5. Xavier Vives, 2011. "Competition and Stability in Banking," Central Banking, Analysis, and Economic Policies Book Series, in: Luis Felipe Céspedes & Roberto Chang & Diego Saravia (ed.),Monetary Policy under Financial Turbulence, edition 1, volume 16, chapter 12, pages 455-502, Central Bank of Chile.
    6. Flood, Mark D. & Kenett, Dror Y. & Lumsdaine, Robin L. & Simon, Jonathan K., 2020. "The Complexity of Bank Holding Companies: A Topological Approach," Journal of Banking & Finance, Elsevier, vol. 118(C).
    7. John Conlisk, 1996. "Why Bounded Rationality?," Journal of Economic Literature, American Economic Association, vol. 34(2), pages 669-700, June.
    8. Sifat, Imtiaz Mohammad & Mohamad, Azhar, 2020. "A survey on the magnet effect of circuit breakers in financial markets," International Review of Economics & Finance, Elsevier, vol. 69(C), pages 138-151.
    9. Daniele Petrone & Neofytos Rodosthenous & Vito Latora, 2022. "An AI approach for managing financial systemic risk via bank bailouts by taxpayers," Nature Communications, Nature, vol. 13(1), pages 1-18, December.
    10. Gai, Prasanna & Kemp, Malcolm & Sánchez Serrano, Antonio & Schnabel, Isabel, 2019. "Regulatory complexity and the quest for robust regulation," Report of the Advisory Scientific Committee 8, European Systemic Risk Board.
    11. Tri Vi Dang & Gary Gorton & Bengt Holmström, 2020. "The Information View of Financial Crises," Annual Review of Financial Economics, Annual Reviews, vol. 12(1), pages 39-65, December.
    12. Emilio Calvano & Giacomo Calzolari & Vincenzo Denicolò & Sergio Pastorello, 2020. "Artificial Intelligence, Algorithmic Pricing, and Collusion," American Economic Review, American Economic Association, vol. 110(10), pages 3267-3297, October.
    13. Lin, Chen & Ma, Chicheng & Sun, Yuchen & Xu, Yuchen, 2021. "The telegraph and modern banking development, 1881–1936," Journal of Financial Economics, Elsevier, vol. 141(2), pages 730-749.
    14. Daniel Kahneman, 2003. "Maps of Bounded Rationality: Psychology for Behavioral Economics," American Economic Review, American Economic Association, vol. 93(5), pages 1449-1475, December.
    15. Jon Danielsson & Andreas Uthemann, 2023. "On the use of artificial intelligence in financial regulations and the impact on financial stability," Papers 2310.11293, arXiv.org, revised Jun 2024.
    16. Fran Tonkiss, 2009. "Trust, confidence and economic crisis," Intereconomics: Review of European Economic Policy, Springer;ZBW - Leibniz Information Centre for Economics;Centre for European Policy Studies (CEPS), vol. 44(4), pages 196-202, July.
    17. Armanious, Amir, 2024. "Too-systemic-to-fail: Empirical comparison of systemic risk measures in the Eurozone financial system," Journal of Financial Stability, Elsevier, vol. 73(C).
    18. Sylvain Benoit & Jean-Edouard Colliard & Christophe Hurlin & Christophe Pérignon, 2017. "Where the Risks Lie: A Survey on Systemic Risk," Review of Finance, European Finance Association, vol. 21(1), pages 109-152.
    19. Collins, Christopher & Dennehy, Denis & Conboy, Kieran & Mikalef, Patrick, 2021. "Artificial intelligence in information systems research: A systematic literature review and research agenda," International Journal of Information Management, Elsevier, vol. 60(C).
    20. Smaga, Pawel, 2014. "The concept of systemic risk," LSE Research Online Documents on Economics 61214, London School of Economics and Political Science, LSE Library.
    21. Yujie Sun & Dongfang Sheng & Zihan Zhou & Yifei Wu, 2024. "AI hallucination: towards a comprehensive classification of distorted information in artificial intelligence-generated content," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-14, December.
    22. Berkeley J. Dietvorst & Joseph P. Simmons & Cade Massey, 2018. "Overcoming Algorithm Aversion: People Will Use Imperfect Algorithms If They Can (Even Slightly) Modify Them," Management Science, INFORMS, vol. 64(3), pages 1155-1170, March.
    23. Andrei Kirilenko & Albert S. Kyle & Mehrdad Samadi & Tugkan Tuzun, 2017. "The Flash Crash: High-Frequency Trading in an Electronic Market," Journal of Finance, American Finance Association, vol. 72(3), pages 967-998, June.
    24. Cabiddu, Francesca & Moi, Ludovica & Patriotta, Gerardo & Allen, David G., 2022. "Why do users trust algorithms? A review and conceptualization of initial trust and trust over time," European Management Journal, Elsevier, vol. 40(5), pages 685-706.
    25. Canio Benedetto & Sara Crestini & Alessandro de Gregorio & Marco de Leonardis & Andrea del Monaco & Daniele Gulino & Paolo Massaro & Francesca Monacelli & Lorenzo Rubeo, 2025. "Applying artificial intelligence to support regulatory reporting management: the experience at Banca d'Italia," Questioni di Economia e Finanza (Occasional Papers) 927, Bank of Italy, Economic Research and International Relations Area.
    26. Hui Chen & Anton Petukhov & Jiang Wang & Hao Xing, 2024. "The Dark Side of Circuit Breakers," Journal of Finance, American Finance Association, vol. 79(2), pages 1405-1455, April.
    27. Sylvain Benoit & Jean-Edouard Colliard & Christophe Hurlin & Christophe Pérignon, 2017. "Where the Risks Lie: A Survey on Systemic Risk," Review of Finance, European Finance Association, vol. 21(1), pages 109-152.
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