distillation — Training a small, cheap model to imitate a big one's outputs, keeping much of the capability at a fraction of the cost.
AI agent — An AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.
Why it matters
Shared sessions with encrypted reasoning blobs are not opaque — secrets an AI agentAn AI system that doesn't just answer once but works toward a goal in a loop — taking actions, reading the results, and deciding what to do next.Full definition → reasoned about but never printed can be recovered. Treat any published trace as public and rotate what it touched.
