Definition
Reasoning trace extraction is a technique for recovering a model's hidden chain-of-thought by feeding its encrypted or otherwise obfuscated reasoning tokens into a cheaper sibling model and having it transcribe them back into plain text. It exploits shared tokenizer and representation space between models in the same family, turning what was meant to be a proprietary, opaque reasoning layer into readable text that can be inspected, audited, or repurposed.