Notes & ideas

Short posts on AI and risk

This is a lightweight blog stream. Posts are intentionally short and practical – things you can test inside a real business rather than abstract theory.


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Three questions for any AI risk tool

When you look at a new AI risk product, ask: what decisions does this actually support, what data does it truly depend on, and how will a human challenge its answers?

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From heatmaps to narratives

Boards rarely act on traffic‑light heatmaps alone. Use AI to convert underlying risk data into a small set of clear narratives with explicit assumptions and triggers.

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Signal, context, action

Most “risk signals” only make sense when grounded in your context – your assets, counterparties, and constraints. AI is a lens, not a shortcut for that work.