How to Steal a Reasoning Trace

A new paper demonstrates how to decode and port encrypted reasoning traces from frontier reasoning models, significantly boosting open model performance, while warning that publicly shared sessions can leak sensitive data. The technique replays encrypted reasoning blocks into weaker models to induce transcription, revealing major security and alignment concerns.