Every Agent Needs a Safety Case

Projection: before an agent receives consequential tools, it will need an evidence-backed safety case: operating envelope, threat model, permissions, evaluations, monitors, human duties, incident plan, and rollback conditions. Change the model or environment, and the case expires. Autonomy becomes a licensed configuration, not a permanent attribute.