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PUBLISHED PAPER · GUIDED PRESENTATION

Intelligence as High-Dimensional Coherence

The observable dimensionality bound and computational tractability

Thesis

Rich internal dynamics can exceed a restricted observer’s full-state tracking capacity while still supporting compressed, task-relevant action.

BioSystems · 2026 · doi:10.1016/j.biosystems.2026.105704
The argument
  1. 01The interface problem
  2. 02What the bound bounds
  3. 03Conditional code formation
  4. 04Claim boundary and test