4 papers · 1 filter
A Five-Plane Reference Architecture for Runtime Governance of Production AI Agents
Krti Tallam
Enterprise security was built to govern data boundaries: the protected surface was data at rest and in transit, and the controls -- access control, data-loss prevention, perimeter…
Layered Mutability: Continuity and Governance in Persistent Self-Modifying Agents
Krti Tallam
Persistent language-model agents increasingly combine tool use, tiered memory, reflective prompting, and runtime adaptation. In such systems, behavior is shaped not only by current…
Authorization Propagation in Multi-Agent AI Systems: Identity Governance as Infrastructure
Krti Tallam
The security discussion around agentic AI focuses heavily on prompt injection. This paper argues that multi-agent systems also create a distinct authorization problem: maintaining…
Partial Evidence Bench: Benchmarking Authorization-Limited Evidence in Agentic Systems
Krti Tallam
Enterprise agents increasingly operate inside scoped retrieval systems, delegated workflows, and policy-constrained evidence environments. In these settings, access control can be…