Ceiling of a Task: When Can a Transformer Succeed Without Its Chain of Thought?

arXiv:2609.33134v1 Announce Type: new Abstract: Reasoning models generate long chains of thought before they answer, yet it is debated whether the content of these chains does real computational work or is largely decorative. We study this question by viewing