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AI Risk Management

raditional AI risk management asks "what could go wrong?" The better question: "what does our system do when something goes wrong that nobody predicted?" Most enterprises can't answer that. This article explores how biological immune systems manage risk at machine speed — and why boards need to shift from preventing every failure to ensuring no failure becomes systemic.

Agentic AI

+4

Governance for Agents, Not Tools

Mar 23, 2026

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8 min read

Governance for Agents, Not Tools

What Biology Teaches Boards About Governing Autonomous AI

Ivan Roche
Ivan Roche
The Roche Review

The Roche Review

Guiding executive leaders through ethical AI strategy.


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