Publications

Journal Articles

• Ringe, W.G., A. Azzutti & H.S. Stiehl, ‘Künstliche Intelligenz und Marktmanipulation.’ (2022) 34(6) Zeitschrift für Bankrecht und Bankwirtschaft  341-356 - LINK (in German)

• Azzutti, A., ‘AI trading and the limits of EU law enforcement in deterring market manipulation.’ (2022) 45 Computer Law & Security Review: The International Journal of Technology Law and Practice 105690 – LINK / LINK (WP) 

• Azzutti, A., W.G. Ringe & H.S. Stiehl, ‘Machine Learning, Market Manipulation and Collusion on Capital Markets: Why the ‘Black Box’ Matters.’ (2021) 43 University of Pennsylvania Journal of International Law 79-135 - LINK

• Azzutti, A., ‘The Relation Between Public and Economic Powers Under the New Hungarian Economic Constitution and Within the Constraints of EU Law.’ (2019) 39(2) DPCE Online - LINK

Book Chapters

• Azzutti, A., W.G. Ringe & H.S. Stiehl, ‘Regulating AI Trading from an AI Life Cycle Perspective.’ In: N. Remolina and A. Gurrea-Martinez (eds.), Artificial Intelligence in Finance: Challenges, Opportunities and Regulatory Developments (Edward Elgar 2023) 198-242 - LINK / LINK (WP) 

• Azzutti, A., ‘The Algorithmic Future of EU Market Conduct Supervision: A Preliminary Check.’ In: L. Böffel and J. Schürger (eds.), Digitalisation, Sustainability and the Banking and Capital Union (Palgrave Macmillan 2023) 53-98 - LINK

Working Papers

• Azzutti, A., P. Magalhães Batista & W.G. Ringe, ‘Navigating the Legal Landscape of AI-Enhanced Banking Supervision: Protecting EU Fundamental Rights and Ensuring Good Administration.’ (2023) European Banking Institute Working Paper Series 2023 No. 140 - LINK 

Other Contributions

• Azzutti, A., ‘The Trip to Jerusalem of European Banks: Between Financial Stability and Competition Concerns.’ European Banking Institute - Briefin Nr.6 (March 2021) - LINK

• Azzutti, A., ‘COVID-19: le iniziative delle autorità di vigilanza prudenziale europee e nazionali.’ Dirittobancario.it (15 June 2020) - LINK (in Italian)

Reprints

• Azzutti, A., W.G. Ringe & H.S. Stiehl, ‘Machine Learning, Market Manipulation and Collusion on Capital Markets: Why the ‘Black Box’ Matters.’ (2022) Cadernos do Mercado de Valores Mobiliários, N. 71, Volume II (Comissão do Mercado de Valores Mobiliários) 94-143 - LINK

Blog Posts

• 'Challenges for AI-Enhanced Banking Supervision.' (Oxford Business Law Blog, 23 May 2023) - LINK

• ‘Machine Learning, Market Manipulation and Collusion on Capital Markets: Why the ‘Black Box’ Matters.’ (Oxford Business Law Blog, 4 March 2021) - LINK