Responsibilities
- Prototype limits, checks and veto paths the system cannot bypass.
- Build real-time risk telemetry, dashboards and anomaly detection.
- Stress-test the organism against hostile and tail scenarios.
- Design audit trails so every action is explainable after the fact.
- Turn 'what could go wrong?' into concrete, tested safeguards.