Most of Your Reasoning Model's Thinking Is Actively Harmful

Most of Your Reasoning Model's Thinking Is Actively Harmful 57% of chain-of-thought tokens make your model dumber. Here's the proof and the dead-simple fix. Here's a number that should make you uncomfortable: on MATH-500, you can delete 57-59% of a ...