Parameter manipulation

Direct editing of model parameters, enabled by VPD's decomposition, for manual model editing.

Neighborhood — ranked by edge-count

paper

claim

VPD enables manual model editing through direct parameter manipulation.
cites
Applied capability claim: VPD enables surgical changes to model behaviour at the parameter level.

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.

Manual model editing through parameter manipulationconcept0.831
Application enabled by VPD: direct manipulation of weight matrices for interpretable model modification.
Direct Manipulationconcept0.811
Special case of immediate feedback loop where user interacts with artifacts in a lifelike manner, typically through cursor or finger-based dragging.
How Do Systems Modify The Parameters Of Theirquestion0.778
Task-specific parameterconcept0.767
Parameter specific to each task, e.g., task head.
Optogenetic Manipulationmethod0.759
Method for controlling ion channels with light, used to rewrite bioelectric pattern memories and study morphogenesis.
Parameters did not change; the binding did.quote0.755
Emphasizes that anchoring is a binding process without weight updates.
How Does Evolution Modify The Parameters Of Itsquestion0.752
Precision Parameter (γ)concept0.732
Core mechanism across all three levels; inverse variance controlling how much the system trusts evidence at each hierarchical level.