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News/Beyond Dense States: Sparse Transcoders as Causally Testable Operators for LLM Latent Reasoning
arxiv
PublishedSeptember 1, 2026 at 4:00 AM

Beyond Dense States: Sparse Transcoders as Causally Testable Operators for LLM Latent Reasoning

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Publisher summary· verbatim

arXiv:2602.01695v2 Announce Type: replace Abstract: Latent reasoning reduces the token-generation cost of chain-of-thought reasoning by replacing explicit intermediate tokens with continuous latent transitions. However, existing latent reasoning methods usually rely on dense and entangled transition

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