Parallelizable Probabilistic Latent Reasoning for Diverse Reasoning Trajectories.

arXiv:2610.29385v2 Announce Type: replace-cross 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. Thi