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theoretical analysis 2communication 1c-rasp 1expressivity 1large language models 1learnability 1multi-agent systems 1reasoning 1sample complexity 1transformer theory 1

From the 2 of 7 linked papers with an AI index.

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20242026
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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…