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News/Parallelizable Probabilistic Latent Reasoning for Diverse Reasoning Trajectories
arxiv
PublishedOctober 22, 2026 at 4:00 AM

Parallelizable Probabilistic Latent Reasoning for Diverse Reasoning Trajectories

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arXiv:2610.29385v1 Announce Type: new Abstract: Language models relying on verbalized Chain-of-Thought (CoT) are constrained to token-by-token generation in the language space, where many tokens serve textual coherence rather than core reasoning. This entangles genuine differences in logical traject

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