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How to ThinkIn the Age of AI

Test each hierarchy level by removal — if promoting…

For each intermediate level in a hierarchy, test whether removing it and promoting its children one level up would lose meaningful organization—if not, flatten it, because unnecessary levels are pure navigational tax.

When This Fires

  • During hierarchy audits or folder restructuring
  • When navigation feels cumbersome despite logical organization
  • When intermediate levels contain only 1-3 children (too few to justify a level)
  • During any simplification effort on an existing classification system

Common Failure Mode

Keeping levels because they feel "tidy": "It's more organized with the extra level." Tidiness is not the criterion — navigational value is. A level that looks tidy but doesn't aid retrieval is decorative bureaucracy.

The Protocol

For each intermediate level in your hierarchy: (1) Mentally remove it and promote its children to the parent. (2) Ask: would the parent become unmanageably large (>15-20 items) or confusingly diverse (items with nothing in common)? (3) If yes → keep the level. (4) If no → flatten. Remove the level, promote children. The navigation tax disappears and no meaningful organization is lost.