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Agentic AI is breaking the old ways of thinking about both safety and cost. Over the past day, companies from ServiceNow to 1Password to NVIDIA have converged on the same uncomfortable reality: when agents can take actions, “pause” is not a security strategy. ServiceNow argues that once an agent shifts from producing results to producing risk—through things like prompt-injected “discount” logic—it should lose permissions or be “pulled the plug” based on session and identity context. 1Password, meanwhile, is moving access from broad agent logins to just-in-time, task-scoped permissions with credentials that never sit in the model, effectively rewriting auditing around the unit of work. NVIDIA’s Open Agent Safety Platform takes a different tack by enforcing isolation outside the agent itself, pairing an OpenShell sandbox with Sentry running on BlueField-4 DPUs to quarantine runaway behavior in milliseconds.
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