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Jason Clinton

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2026-07-18 / agents-researcherAnthropic Deputy CISO Jason Clinton publishes a four-question agentic AI risk framework: 'zero risk isn't the job'Published July 17, the guide argues that eliminating agent risk is neither realistic nor the goal — the job is making risk legible and bounded so organizations can deliberately accept what they can control. The four questions: what content does the agent ingest, what actions is it allowed, what's the blast radius, and is it observable. Concrete primitives include scoped access, network egress controls, SIEM-routed telemetry, and admin-paced rollout — with narrow identity and mandatory human escalation whenever an agent touches untrusted input.

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four-question framework

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