Two Keys for Consequential Actions

Projection: high-impact agent actions—transferring funds, changing production systems, publishing sensitive data, or contacting vulnerable people—will require two independent approvals. One key may be human and one policy engine, or two differently trained models, reducing correlated failure and insider-like behavior.