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How to ThinkIn the Age of AI
Principlev1PR-462

Test hierarchical organizations by attempting to retrieve…

Test hierarchical organizations by attempting to retrieve items via all their legitimate access paths, treating retrieval failures as structural defects in your organization system.

Why This Is a Principle

Derives from Context-Dependent Memory Encoding (context-dependent retrieval) and Goals as Perceptual Filters (goals as relevance filters). Multiple paths enable context-dependent access.

Source Lessons

Hierarchies are not trees they are lattices

Real knowledge often has items that belong to multiple parent categories. When you force every concept into a single branch of a tree, you destroy information. Lattice structures — where a node can have multiple parents — preserve the multidimensional nature of knowledge. The tree is a special case. The lattice is the general case.

Connections

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