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NVIDIA research series

Research assessments of NVIDIA's agent infrastructure, open models, runtime enforcement, and evidence for containment and control.

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October 6, 2026·5 min read

NVIDIA OpenShell and Sentry: Containment Needs an Independent Boundary

A research assessment of NVIDIA's September 28 Open Agent Safety Platform: software enforcement, an out-of-band watchdog, assurance boundaries, and falsifiable containment tests.