Maxime Peyrard

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Researcher with public evidence across AI research, NLP & language, Safety & security.

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Junior Professor CNRS (previously EPFL, TU Darmstadt) -- AI Interpretability, causal machine learning, and NLP. Currently visiting @NYU https://peyrardm.github.io

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Maxime Peyrard reposted
@thomaspalmeira.bsky.social

🔍 Observable Patterns Are Not Explanations: A Causal-Geometric Analysis of Latent Reasoning Models Latent thoughts are hidden computation, not explanations. Causality should come first, then we can interpret the geometry of the revealed behavior-influential spaces. arxiv.org/a…

Observable Patterns Are Not Explanations: A Causal-Geometric Analysis of Latent Reasoning Models arxiv.org
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