Insights

Notes on learning and working with AI.

Essays on what AI-native professionals need to know, and how AI is changing technical and business work.

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Latest essays

Responsible AI4 min read

Why AI evaluation matters

If you cannot measure how often a system is wrong, you cannot responsibly decide where to use it.

AI Products4 min read

From AI tools to AI workflows

The value of AI inside a business rarely comes from a single tool. It comes from redesigning the work around it.

Your AI career doesn’t start with a job. It starts with capability.

Build the foundations. Learn the systems. Work on real problems.

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