Insights on cognitive cryptography, AI agent security, and regulatory compliance.
The EU AI Act Article 14 mandates meaningful human oversight for high risk AI systems. Here is what that means for your authorization workflows and how to demonstrate compliance.
Authentication proves who is logged in. Authorization proves who authorized a specific action. For AI agent workflows, the difference determines your legal liability and your actual security posture.
As AI agents take on more consequential tasks, the ability to produce cryptographic proof of human authorization is becoming a core architectural requirement. Here is what that proof needs to contain and why.
AI agents operate inside authenticated sessions with broad permissions. The security controls that enterprises built for human users do not prevent agents from taking actions the accountable human never approved. Here is the gap and how to close it.
AI agents can have identity, permissions, and policy—and still lack proof that a specific human deliberately authorized a consequential action.