Nicolas Berkouk

PANAME — auditing the confidentiality of AI models.

Project manager of a partnership of 30+ researchers and developers across four institutions, building a unified open-source Python library for GDPR compliance and privacy-preserving AI evaluation.

genmod — an interactive genealogy of open-source AI models on Hugging Face.

Part of our LINC work on open-source AI, with Anna Charles: project presentation on LINC.

Techniques d'audit des grands modèles de langage

with Henri Duprieu.

Technical report: evaluation frameworks and safety auditing guidelines for large language models.

L'explicabilité de l'IA à l'ère de l'apprentissage profond

with Mehdi Arfaoui and Romain Pialat.

Three-part series published in the CNIL LINC, July 2025.

Open-source AI: genealogy of models on the Hugging Face platform

with Anna Charles.

CNIL LINC project presentation, June 2025.