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How to ThinkIn the Age of AI
Principlev1PR-404

Test each candidate classification dimension by asking…

Test each candidate classification dimension by asking whether it enables a question you actually ask and cannot currently answer - dimensions that don't resolve real queries add maintenance cost without retrieval benefit.

Why This Is a Principle

Derives from Goals as Perceptual Filters (goals define relevance before conscious awareness) and Directed Attention as Depletable Resource (cognitive resources are finite and deplete). Each dimension consumes maintenance resources, so it must earn its keep by answering questions that matter to your goals.