concept
active
concept:causal-invariance

Causal Invariance

Property that causal mechanisms remain stable across environments; desirable for OOD.

Neighborhood — ranked by edge-count

Related by similarity (8)

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.

  • The structural-realist grounding for self-evidencing after the bounded self is relinquished.
  • Causal Mediationconcept0.809
    Whether an internal direction causally controls a target behavior, verified by intervention success
  • Causal Geometryframework0.805
    Chvykov and Hoel's geometric extension of causal emergence to continuous systems using Fisher information.
  • Causal powerconcept0.805
    The ability of an agent to be a driver of subsequent events; a hallmark of cognition that causal emergence quantifies.
  • Causal abstractionconcept0.797
    A framework the paper uses alongside feature geometry to deepen mechanistic understanding of LMs
  • Causal Mechanismconcept0.796
    Function determining the value of a variable based on its causal parents in an acyclic causal model.
  • Causal importanceconcept0.795
    A measure of whether a subcomponent is necessary to reproduce model behavior on a specific prompt, predicted by the causal importance network.