LLMs reportedly keep reasoning even when told not to

A researcher sharing NeurIPS 2026 work calls the behavior “Thinking Inertia”: LLMs keep reasoning despite explicit instructions not to. The researcher says models may get the answer right while still failing to follow the instruction, and argues that knowing when not to think may be as important as knowing how to think.