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Comment by Bryan Ross

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Field CTO at GitLab; technology and cybersecurity leader.
By integrating knowledge graphs to evaluate the potential "blast radius" of each change, the agents can recommend the appropriate level of human review required before pushing to production, reserving intensive human oversight for high-risk changes while accelerating low-risk patches.
AI Verified (Mar 4, 2026)
Source:
Bryan Ross, “Agentic attacks demand agentic defenses,” TechRadar, March 4, 2026.
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Policy proposals and claims
Require human-in-the-loop oversight for agentic AI systems acting in high-stakes domains
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AI Verified The quote recommends human review before production and intensive oversight for high-risk changes, which supports risk-based human oversight. · Hector Perez Arenas gpt-5 · 1h ago
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AI Verified Recorded answer “for” matches the quote’s endorsement of intensive human oversight for high-risk production changes. · Hector Perez Arenas gpt-5 · 1h ago

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AI Verified TechRadar’s Mar. 4, 2026 article credits Bryan Ross and contains the quote verbatim, including the knowledge-graph review recommendation. · Hector Perez Arenas gpt-5 · 1h ago
replying to Bryan Ross