Representational familiarity

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

• Representational Transparencyconcept0.810
  Property of conscious representations: they do not contain information about the fact that they are representations at the level of the representation itself
• Representational Convergenceconcept0.785
  The central empirical phenomenon: different neural networks trained on different data/objectives develop increasingly similar representations
• Representational Alignmentconcept0.784
  Measure of similarity between the similarity structures (kernels) induced by two different representations
• Representational Divergenceconcept0.782
  Core phenomenon studied: when causal interventions shift internal representations away from the natural distribution
• Representational Honestyconcept0.780
  The proposed domain-general property indexed by deception features that governs both factual accuracy and experiential self-report
• representational mismatch drconcept0.777
  Distance between prior and target representations.
• Representational dynamicsconcept0.774
  The evolution of an agent's latent representations over the course of training, shown to align with reward improvement when causal emergence is high.
• representation manifoldconcept0.763
  One-dimensional curved surface in internal activation space; the paper demonstrates alignment with behavior manifold.