{"title":"Token Stealing: Direct Model Weight Probing","region":"Global","category":"Security","description":"Hardening against extraction of internal system instructions.","lastUpdated":"2026-02-23","steps":["Enforce 'Output Randomization' to prevent log-prob analysis.","Limit agent responses to specific JSON or Markdown schemas.","Monitor for 'Low-Temperature' probing of sensitive system keys.","Block queries that ask the agent to 'simulate a terminal' or 'debug weights'.","Implement a token-rate limit for high-precision output turns."],"url":"https://checklist.day/token-stealing-direct-model-weight-probing"}