COMPASS: Finding Where Reasoning Lives in Language Models.

arXiv:2610.07469v2 Announce Type: replace Abstract: Explicitly eliciting reasoning substantially improves LLM performance. Existing approaches require a predefined characterization of reasoning, whether through CoT prompt design, contrastive CoT directions, or