Burden of Recognition

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

• Recognition Densityconcept0.768
  Approximate posterior probability distribution embodied in organism's internal states; organism's best guess about causes of sensations
• Cognitive Burdenconcept0.768
  The performance degradation in LLMs caused by complex prompts; VS exhibits this effect for smaller models but not larger ones
• embodied recognition of the evidencing impossibilityconcept0.759
  The process by which an agent realizes through practice that the self-environment boundary is unevidenceable, leading to awakening.
• Predictive Coding Account of Self-Recognitionconcept0.739
  Apps and Tsakiris's proposal that self-recognition can be modeled probabilistically under the free energy principle
• Perceptionconcept0.735
  Equated with inference of past, present and future hidden states via minimization of variational free energy.
• How does transparent recognition arise?question0.731
  Open question noting the elucidation describes the state of realization but not the dynamic process leading there.
• Identification of algorithms implemented in attention layers, distributed across attention headsfinding0.726
  VPD successfully recovered interpretable attention algorithms (previous-token behavior, syntax-boundary routing) in weight space without requiring manual decomposition across heads.
• Perception-Action Cycleconcept0.723
  Circular causality between perception and action; central to enactive interpretation