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cs.CL2026
Evaluation Awareness in Language Models: Representation, Verbalization, and Control
Farzaneh Heidari, Amin Memarian, Guillaume Rabusseau
Both capability and safety benchmarks rest upon the assumption that the behavior of language models undergoing a test is informative about their behavior in deployment. This assump…
cs.CL2026
The Illusion of Superposition? A Principled Analysis of Latent Thinking in Language Models
Michael Rizvi-Martel, Guillaume Rabusseau, Marius Mosbach
Latent reasoning via continuous chain-of-thoughts (Latent CoT) has emerged as a promising alternative to discrete CoT reasoning. Operating in continuous space increases expressivit…