LLMs Exhibit Thinking Inertia Despite Explicit No-Thinking Instructions

New metrics reveal that LLMs frequently fail to suppress reasoning traces even when explicitly commanded to provide answer-only responses. The study introduces the Empty-Thinking Rate and Question-Pre-answer Relevance to more accurately measure compliance compared to unreliable proxies like disabled thinking modes.