AI & automation · 4 min read
Where an AI workflow should stop and ask.
A practical way to separate preparation, recommendation and consequential action.
Read the noteIdeas & engineering notes
Practical perspectives on the decisions behind useful technology.

AI & automation · 4 min read
A practical way to separate preparation, recommendation and consequential action.
Read the noteKnowledge systems · 4 min read
Evaluate retrieval, evidence and access before judging a knowledge assistant by its writing.
Read the noteProduct engineering · 3 min read
Accessibility belongs in product decisions, from content and controls to recovery and language.
Read the noteOriginal Tomatrix editorial notes. References are linked within each article.

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