Higher-Order Representations

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

• Structure in representationsconcept0.808
  The central question of whether representational geometry implies corresponding computational structure
• Deep Representationsconcept0.808
  Hierarchical representations in neural networks that allow compression and coordinated behaviour while retaining sensitivity to input changes.
• Higher-order Desiresconcept0.797
  Desires through which an agent identifies with some first-order desires and repudiates others.
• Metacognitive Representation Criterion (Higher-Order Thought)concept0.791
  Core criterion for introspection: model must possess internal metacognitive representation of state prior to verbalization, not merely translate impulse directly into language.
• Linear representationconcept0.788
  The idea that features are encoded as directions in activation space.
• Higher-Order Theoryframework0.787
  A theory of consciousness on which mental states become conscious by being the objects of higher-order states.
• Distributed representationconcept0.785
  Idea that information is spread across many neurons; superposition is a subtype.
• Natural Distribution of Representationsconcept0.781
  The distribution of latent representations produced by the model under unperturbed inputs