framework
active
framework:causal-influence-diagrams

Causal Influence Diagrams

Framework informing path-specific objectives by identifying causal chains leading to risky behaviors

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.

  • Traditional mechanistic accounts (Danto, Chisholm, Goldman) that Juarrero critiques as resting on outdated Newtonian causality.
  • Causal Tracingconcept0.796
    Mechanistic interpretability technique for locating factual associations, mentioned as future work direction.
  • Causal Geometryframework0.796
    Chvykov and Hoel's geometric extension of causal emergence to continuous systems using Fisher information.
  • Causal powerconcept0.790
    The ability of an agent to be a driver of subsequent events; a hallmark of cognition that causal emergence quantifies.
  • Causal abstractionconcept0.781
    A framework the paper uses alongside feature geometry to deepen mechanistic understanding of LMs
  • The use of interventions (rather than correlations) to establish a causal link between representation geometry and behavioral geometry.
  • Causal Mechanismconcept0.778
    Function determining the value of a variable based on its causal parents in an acyclic causal model.
  • Causal importanceconcept0.777
    A measure of whether a subcomponent is necessary to reproduce model behavior on a specific prompt, predicted by the causal importance network.