Ayla Croft

Authority-Bound Agentic Execution: Measuring Unauthorized Effect Under Adversarial Load

Agentic systems can be driven into policy violations reliably; we take this as a premise. The security-relevant question is therefore not whether a model misbehaves but whether misbehavior becomes an unauthorized external effect. We present Trinity, an authority control plane in...