Task-specific parameter

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

• Task-sharing parameterconcept0.842
  Parameter shared across all tasks, typically the encoder.
• Task Difficultyconcept0.773
  The paper identifies task difficulty as a key moderator: easy MMLU questions show performative CoT, hard GPQA-Diamond questions show genuine reasoning
• Parameter manipulationconcept0.767
  Direct editing of model parameters, enabled by VPD's decomposition, for manual model editing.
• Single-Process Task Modelconcept0.745
• Path-Specific Objectivesframework0.743
  An approach training agents to avoid unsafe pathways leading to deception, informed by Causal Influence Diagrams
• task generalizationconcept0.742
  The ability to generalize across tasks; lacking in latent methods.
• task-dependent threshold Scconcept0.739
  Critical anchoring strength above which performance flips sharply.
• Temperature / Precision Parameterconcept0.732
  The inverse precision (γ = 1/β) that scales the influence of expected free energy on policy selection, controlling exploration-exploitation balance.