Darpan Aswal

Université Grenoble Alpes, CNRS, Grenoble INP, LIG, Université Paris-Saclay

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Interpretability & Mechanistic Interp (1)Reasoning & Chain-of-Thought (1)

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Thomas Palmeira Ferraz (1)Yongxin Zhou (1)Maxime Peyrard (1)

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Jun 10, 2026

Jun 10, 2026·also Paris-Saclay

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

Observable patterns in latent reasoning models might mislead researchers into thinking they reveal internal mechanisms, but this study shows they can arise from simpler models too.

Darpan Aswal, Thomas Palmeira Ferraz, Yongxin Zhou +1

Interpretability & Mechanistic Interp Reasoning & Chain-of-Thought

Darpan Aswal

Research focus

Frequent co-authors

Papers (1)

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Darpan Aswal

Research focus

Frequent co-authors

Papers (1)