LLMs are getting really good at reasoning, but mechanisms behind it are poorly understood. In our recent paper, we investigated SOTA models and found that 'Thinking harder ≠ thinking longer'! Joint work with @andresalgaba.bsky.social @vincentginis.bsky.social Insights of our research (A thread):