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How to ThinkIn the Age of AI
Principlev1PR-382

Match classification granularity to your ability…

Match classification granularity to your ability to discriminate and your need to differentiate — scales finer than you can reliably distinguish add complexity without information.

Why This Is a Principle

Derives from Working Memory Capacity Limit (working memory capacity) and Abstraction Necessarily Discards Information (abstraction discards information). Prescribes calibrating scale resolution to cognitive capacity and practical need. This is design guidance that prevents both over-simplification and false precision.