AI Trust OS -- A Continuous Governance Framework for Autonomous AI Observability and Zero-Trust Compliance in Enterprise Environments

Researchers propose AI Trust OS, a new governance framework that uses continuous telemetry and automated probes to discover and monitor AI systems across enterprise environments. The system addresses compliance gaps in AI governance by shifting from manual attestation to autonomous observability, automatically registering undocumented AI systems through telemetry analysis.