Editorial Work
- Founder & Editor-in-Chief of a new interdisciplinary AI ethics journal associating research, industrial, and governance actors
(ISSN, DOI assignment, >130 submissions, 20-article inaugural issue). - Scientific Chair of the associated conference: (https://paris-conference.com/journal/)
PhD Thesis: Philosophy on the AI “Black Box”
Souverain, T. (2024, French) How AI classifications impact us : explaining AI in financial services and job advertising, from technical solutions to ethical issues Ecole Normale Supérieure, Paris Sciences & Lettres University. With highest honours. Download
Peer-Reviewed Articles
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Souverain, T., Égré, P. (2026). Fairness Interventions in AI Classification: A Study on Explainability.
Topoi.
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Souverain, T. (2025). Watermarking Large Language Models in Europe: Interpreting the AI Act in Light of Technology.
arXiv preprint arXiv:2511.03641, reviewed by the fairness and accountability AI Conference FaCCT 2026.
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Souverain, T. (2025). AI to renew public employment services? Explanation and trust of domain experts.
AI and Ethics, Special Issue “Exploring the Mutations of Society in the Era of Generative AI”, 1–16.
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Ledro, C., Nosella, A., Vinelli, A., Dalla Pozza, I., & Souverain, T. (2025). Artificial intelligence in customer relationship management: A systematic framework for a successful integration.
Journal of Business Research.
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Souverain, T. (2025, French).Generative AI as a New Idol?
Communio, 65–76. Download