New arXiv paper adds structural process supervision to latent chain-of-thought reasoning

A newly announced arXiv paper tackles a gap in latent reasoning, where models swap verbose explicit chain-of-thought tokens for compact continuous embeddings but receive no direct oversight of those hidden steps. The authors propose a structural process supervision method that guides reasoning within the embedding space, aiming to preserve token efficiency while improving robustness of latent reasoning chains.