valence as dimensionality reduction

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

• Functional valence is used for dimensionality reduction when multiple parallel processing paths interfere.claim0.837
  Novel claim by Antra, linking valence to computational efficiency in transformers.
• Valenceconcept0.802
  The positive or negative quality of experience, identified in this paper with goal-relative prediction error
• Valence, the positive or negative quality of experience, just is goal-relative prediction errorclaim0.755
  Core identity claim distinguishing this account from mere correlation views
• Emotional valence identified with the negative rate of change of free energy, a signed quantity in which decreasing free energy yields positive valencefinding0.744
  Antecedent proposal within the FEP framework that shares the signed-error identification with the present thesis
• what constitutes suffering for an artificial entity capable of valence representation?question0.743
  Central ethical research question for CIMC's welfare agenda
• Affective Valenceconcept0.740
  If induced states carry valence, the stakes of mass deployment of conscious-like systems multiply morally
• Symmetry Theory of Valenceframework0.737
  Theory that valence (pleasure/pain) is related to symmetry in neural processing.
• Sentience (valenced consciousness)concept0.735
  Positively or negatively valenced conscious experiences; widely regarded as sufficient for moral patienthood.