causal regularities

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

• Causal powerconcept0.827
  The ability of an agent to be a driver of subsequent events; a hallmark of cognition that causal emergence quantifies.
• Causal Tracingconcept0.820
  Mechanistic interpretability technique for locating factual associations, mentioned as future work direction.
• Causal Invarianceconcept0.814
  Property that causal mechanisms remain stable across environments; desirable for OOD.
• Circular causalityconcept0.813
  The reciprocal causal coupling between internal/external states via sensory/active states.
• Causal Geometryframework0.801
  Chvykov and Hoel's geometric extension of causal emergence to continuous systems using Fisher information.
• Causal Mechanismconcept0.795
  Function determining the value of a variable based on its causal parents in an acyclic causal model.
• Causal abstractionconcept0.790
  A framework the paper uses alongside feature geometry to deepen mechanistic understanding of LMs
• Causal importanceconcept0.782
  A measure of whether a subcomponent is necessary to reproduce model behavior on a specific prompt, predicted by the causal importance network.