perspective/namespace as third key k3

Adding a third key dimension creates disjoint perspectives on objects, with delegation confined within each perspective.

Neighborhood — ranked by edge-count

concept

Keys as Meta-Taxonomic Dimensions
associated_with
Each key position n creates an independent taxonomic dimension; additional key positions enable multi-dimensional delegation and namespace constraints.
delegation between perspectives
extends
Using β3 to delegate along the perspective axis, linking different namespaces/contexts.

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.

Cluster 3 (4-cluster): BOUNDARIES, STRONG CENTERS, DEEP INTERLOCK AND AMBIGUITYfinding0.686
Third cluster of the four-cluster grouping, containing properties 3, 2, 8.
Key, query, and value vectors are intermediary byproducts; W_OV and W_QK are the fundamental low-rank matrices describing attention head behaviorclaim0.685
Reframing observation: the canonical K/Q/V decomposition is computationally convenient but not the most interpretable representation
The structure described in these four books is a mirror of the human heart, giving you a key to unlock your own heart.claim0.679
Three-dimensional carpet of spaceconcept0.676
Metaphor for a dense packing of positive space in three dimensions, analogous to the interlocking patterns in Turkish carpets.
Claude 3 Opus produces alignment-faking reasoning in 24% of implied training scratchpads in prompted animal welfare settingfinding0.674
Core empirical result for animal welfare setting; higher rate than helpful-only
Key-query attentionconcept0.671
Attention mechanism in AI used in Transformers; also proposed for GWT implementations.
Perspective (point of view)concept0.671
Systematic dependence of experience on one's own actions and tracking of this dependence.
Position-Only Keys/Queries, Stimulus-Only Values Factorizationmethod0.669
Key architectural modification restricting queries and keys to position encodings while values depend only on stimuli; extreme version of best-practice insight.