Chain-of-Thought as a Model Behaviour You Can Read, Not a Phrase You Type

How Large Language Models Use Test Time Compute to Reason via Reinforcement Learning

Thinking models operate under a theoretical framework where performance scaling at inference time (test-time compute) is achieved by expanding the generation horizon to produce extended reasoning tra…