Class-Centroid Difference Initialization

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

• Difference-in-Meansmethod0.687
  Method for extracting linear directions by subtracting mean activations of contrastive groups; used to define the Assistant Axis
• The difference-in-means direction is the unique nullity-1 projection kernel that eliminates all linearly-recoverable binary classification information from a datasetclaim0.679
  Formal consequence of Belrose et al. (2023) Theorem G.1 connecting mass-mean probing to optimal linear concept erasure
• What Is The Central Invariant Of Intelligence Thatquestion0.678
• Positional information gradientconcept0.678
  Gradient that tells a cell its correct position; stress arises from deviation from this gradient.
• Position Encodingsconcept0.678
  Mechanism for encoding sequence order in transformers; paper argues these should reflect learned structural representations rather than fixed sines/cosines.
• What do these operations mean? More centrally: What do the types mean?question0.677
  Central design question of denotational methodology; asks what semantic meaning should precede implementation choice.
• dynamic binding for class-based inheritance using σ and τconcept0.674
  Combining α1 with τ (type) and β1 with σ (supertype) to model class-based OO with inheritance in the associative model.
• Class-based inheritanceconcept0.672