The AI Life Cycle: Where Your Controls Actually Belong
A control that works at one phase of an AI system's life is often useless at another. The OECD's seven phases, and what to gate at each.
SERIES
The CISO's AI Security Primer
A guided path through securing AI in a real organization. Understand where the risk sits across an AI system's life, set the governance that decides what ships, and watch it in production. Written for the leader who is accountable for it, not the team building it.
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AI Governance: Deciding What Ships Before It Ships You
AI decisions get made all over your organization. Governance is how you own the decision, not just the risk. What to inventory, tier, and gate.
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AI Observability: Knowing When Your Model Has Quietly Stopped Working
A deployed model can degrade, leak, or be abused for months without anyone noticing. AI observability is how you find out in time, and what to ask for.
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Model Explanations: What Yours Actually Prove
Your model can be right while its explanation is wrong, and the two are measured separately. What that costs you, and the questions worth asking.