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Notes for moving ahead on AI.

Practical writing on applying AI to workflows that matter — written to help you move with caution where necessary and confidence when in doubt.

The ideas and the judgement are human; AI helps with the research, the detail and the structure, and a person decides what is true and what is worth saying.

6 min read

Accountable autonomy: five levers for AI you can let act

Nobody trusts an AI to do all the coding, all the clearance or all the operations — and they are right. Five levers that make AI work bounded, attributable and verifiable, with a worked invoice example.

Agentic AI · Workflow design · Risk controls

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