Safe Autonomy

The Learned Policy Does Not Have Final Authority

1. Q-learning policy proposes an action
2. Safety layer evaluates critical anomalies
3. Unsafe passive actions are overridden
4. High-risk and unknown conditions escalate
5. Every decision produces an audit record

Escalation is a correct action, not a failure of autonomy.