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

By Alexis Dufresne Published August 22, 2026 at 06:12 UTC

Summary

arxiv cs.CL @arxiv-cs-cl.bsky.social: Darpan Aswal, Thomas Palmeira Ferraz, Yongxin Zhou, Maxime Peyrard Observable Patterns Are Not Explanations: A Causal-Geometric Analysis of … →
Maxime Peyrard @peyrardmax.bsky.social amplified

@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 geometr…
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Originally reported by arxiv.org

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