Representational Dissimilarity Matrix (RDM)

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

• Representational Disentanglementconcept0.755
  CIMC's characterization of part of the solution to the Hard Problem: insight into the structural necessities of phenomenal representation
• Representational Similarity Analysis (RSA)framework0.736
  A correlational similarity method compared against MAS; uses RDM correlations between model representations.
• RSA shows low RDM correlation on embedding layers for GRU-GRU comparisons, despite high within-seed functional similarityfinding0.736
  Demonstrates RSA's sensitivity issue in embedding layers; attributed partly to Spearman rank handling of RDMs with differing relative extrema.
• representational mismatch drconcept0.732
  Distance between prior and target representations.
• Representational Divergenceconcept0.730
  Core phenomenon studied: when causal interventions shift internal representations away from the natural distribution
• Representational dynamicsconcept0.725
  The evolution of an agent's latent representations over the course of training, shown to align with reward improvement when causal emergence is high.
• What is the relationship between different dimensions or clusters of dimensions in LLM representations? Do they and/or how do they interact with each other?question0.725
  Motivates the RN hypothesis by pointing to the unknown relational structure within high-dimensional representation vectors.
• There is a bidirectional relationship between the geometry of representation and behavior across tasks and modalities.claim0.709
  Author’s interpretive claim that the shared geometry is general and robust.