The next security perimeter isn't the package or the process — it's the runtime chain. Why session-level visibility for agent runtimes is the missing layer.
Security Infrastructure
Research
What would let us trust agents with more responsibility? Exploring the permissions, execution environments, and visibility that make AI useful in practice, from a terminal session to shared infrastructure.
NVIDIA's OpenShell confirms the session as the new security perimeter — but reveals two gaps that still need solving: shadow agents and chain visibility.
ARC-AGI-3 raises a useful question for cybersecurity: what infrastructure lets an agent investigate unfamiliar environments and turn its findings into authorized, verifiable action?
From shared GPU clusters to agent permissions, the boundaries that make AI useful in production create an opportunity for security infrastructure companies.