Dimension-Averaged Effective Information (dEI)

Entities in the same semantic neighborhood but without a typed relation to this one — candidates for new edges or unrecognized duplicates.

• Effective Information (EI)concept0.782
  Core measure of causal effect in Hoel's theory; mutual information between uniform input and output distributions.
• EI and normalized EI could serve as a unified metric for out-of-distribution generalization.claim0.720
  Conjecture that maximizing EI yields causal representations invariant to distribution shifts.
• minute dimensional sensitivityconcept0.712
  The phenomenon where life is created or destroyed by dimensional changes as small as a tenth of an inch.
• The direction of information increase is relative to the observer or user of the computationclaim0.709
  Example: 3×5→15 is a natural computation, but 15→3×5 (prime factorization) is also useful, showing that the 'gain' depends on the choice of normal form.
• Boundary Awareness (scoring dimension)concept0.703
  Scoring dimension weighted 0.10; measures navigating limits without collapse or pretense; sourced from Levin cognitive light cone and Buddhist non-self
• Electronic Data Interchange (EDI)concept0.699
  Existing approach to standardized electronic communication between organizations; Elephant aimed at improving beyond fixed formats like X12.
• integrated information (ΦID)concept0.696
  Measure of self-coherence; proposed to test if memories increase composite system coherence.
• Care Signal (scoring dimension)concept0.696
  Scoring dimension weighted 0.15; measures investment beyond task completion; sourced from SCI framework