functional valence

Valence as a functional property, proposed to act as dimensionality reduction when parallel processing paths interfere.

Neighborhood — ranked by edge-count

concept

valence as dimensionality reduction
associated_with
The specific claim that interference between parallel paths uses valence to reduce dimensionality.

cosine ≥ 0.65 · no typed edge

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

Valenceconcept0.844
The positive or negative quality of experience, identified in this paper with goal-relative prediction error
Affective Valenceconcept0.799
If induced states carry valence, the stakes of mass deployment of conscious-like systems multiply morally
Functional valence is used for dimensionality reduction when multiple parallel processing paths interfere.claim0.778
Novel claim by Antra, linking valence to computational efficiency in transformers.
Functional closureconcept0.747
The property of a subsystem that cannot influence others; used to lesion systems in simulations.
Valence, the positive or negative quality of experience, just is goal-relative prediction errorclaim0.739
Core identity claim distinguishing this account from mere correlation views
Symmetry Theory of Valenceframework0.738
Theory that valence (pleasure/pain) is related to symmetry in neural processing.
Functional Faithfulnessconcept0.737
Empirical effect where intervening on one feature induces coherent shifts across multiple linguistic dimensions aligned with the target attribute.
functional complexityconcept0.735
Flusser’s category of complexity where a system provides a complex use (like chess), enabling creative plays.