August 25, 2026
AI for Product Management
How AI changes discovery, specification, experimentation and measurement — and the parts of product management it does not change at all.
ReadSkill: Evaluation
August 25, 2026
Evaluation and measuring outcomes
The discipline that decides whether an AI product improves: a repeatable evaluation set, owned by the product team rather than the model provider.
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RAG, evaluation and guardrails
Retrieval, embeddings, and the part almost everyone skips: proving the thing works.
ReadAugust 25, 2026
Bias, fairness and evaluation
Measuring disparate impact rather than asserting there is none — including the result nobody likes: several reasonable fairness definitions are mathematically incompatible.
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