Journal Articles
Azzutti, A., ‘AI Governance and Algorithmic Trading: Some Regulatory Insights from the EU AI Act.’ (2024) 41(1) Banking & Finance Law Review 133-168 – LINK (Preprint)
Azzutti, A., P. Magalhães Batista & W.G. Ringe, ‘Good Administration in AI-Enhanced Banking Supervision: A Risk-Based Approach.’ (2024) 29(3) Columbia Journal of European Law 434-497 - LINK (WP)
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., ‘Artificial Intelligence and Machine Learning in Finance: Key Concepts, Applications, and Regulatory Considerations.’ In: H.K. Baker, G. Filbeck & K. Black (eds.), The Emerald Handbook of Fintech: Reshaping Finance (Emerald Publishing 2024) - LINK / LINK (Preprint)
Azzutti, A., W.G. Ringe & H.S. Stiehl, ‘Regulating AI Trading from an AI Lifecycle Perspective.’ In: N. Remolina & 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 & J. Schürger (eds.), Digitalisation, Sustainability and the Banking and Capital Union (Palgrave Macmillan 2023) 53-98 - LINK
Book Reviews
Azzutti, A., ‘Artificial Intelligence and Market Abuse Legislation: A European Perspective edited by Filippo Annunziata Cheltenham: Edward Elgar, 2023.’ (2025) 62(3) Common Market Law Review 1007-1011 - LINK
Monographs
Azzutti, A., Artificial Intelligence and Market Manipulation: Challenges for Market Abuse Regulations and Governance of Algorithmic Trading (SUB Hamburg, 2024) [Doctoral Dissertation, Universität Hamburg] - LINK
Azzutti, A., Removing Euro Banknotes and Coins from Circulation: On the Legal Possibility for a Digital Euro as the Only Legal Tender within the EU Legal and Monetary System (2018) [LLM Thesis, Utrecht University]- LINK
Policy Consultation Responses
Azzutti, A., ‘Artificial Intelligence in Capital Markets: A Legal Scholar’s Response to the IOSCO Consultation Report.’ (SSRN, 11 April 2025) - LINK
Azzutti, A. & K. Stylianou, ‘Response to the FCA Discussion Paper on Regulating Cryptoassets: Admission & Disclosures and Market Abuse Regime for Cryptoassets (DP24/04).’ (SSRN, 14 March 2025) - LINK
White Papers
Azzutti, A., M. Cummins, I. MacNeil, & C. Otioma, ‘Simplifying Compliance: The Role of AI and Regtech.’ (FRIL / FinTech Scotland, March 2025) - LINK
Blog Posts
‘The Hare-Tortoise Race in Law & Technology: Rethinking Algorithmic Trading Regulation for Effective AI Governance.’ (Oxford Business Law Blog, 12 May 2025) - LINK
‘Good Administration in AI-enhanced EU Banking Supervision: A Risk-based Approach.’ (NUS Law Research Blog, 17 February 2025) - LINK
‘AI and RegTech: Industry Insights on AI in Financial Regulation.’ (Fintech Scotland, 13 August 2024) with Prof. Iain MacNeil & Prof. Mark Cummins- LINK
‘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
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
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)
Media Coverage
Butler, E., ‘Trading Bots Are Evolving: What Happens When AI Cheats the Market?’ (Euronews, 18 May 2025) - LINK
Margiocco, F. ‘Risparmi nelle Mani dell’Intelligenza Artificiale, l'Ultima Revoluzione Finanziaria e i Suoi Pericoli.’ (Il Secolo XIX, 17 February 2024) - LINK (in Italian)
Carlini, V., ‘Intelligenza Artificiale, la Manipolazione Gioca in Borsa.’ (Il Sole 24 Ore, 12 December 2023) - LINK (in Italian)
Carlini, V., ‘Intelligenza Artificiale in Borsa: Dalla Vigilanza al Rischio di Reato.’ (Il Sole 24 Ore, 8 June 2023) - LINK (in Italian)