Causal Structural Probe

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

• Causal Mechanismconcept0.789
  Function determining the value of a variable based on its causal parents in an acyclic causal model.
• causal structure of sensory contingenciesconcept0.787
  Statistical regularities in sensorium learned by perceptual and value mechanisms.
• Causal Tracingconcept0.783
  Mechanistic interpretability technique for locating factual associations, mentioned as future work direction.
• causal regularitiesconcept0.782
  The structural-realist grounding for self-evidencing after the bounded self is relinquished.
• Causal Mediationconcept0.778
  Whether an internal direction causally controls a target behavior, verified by intervention success
• Control task for causal evaluationmethod0.774
  Adaptation of Hewitt and Liang control tasks to CausalGym: next-token labels replaced with arbitrary tokens to measure method expressivity
• Causal Geometryframework0.769
  Chvykov and Hoel's geometric extension of causal emergence to continuous systems using Fisher information.
• Causal abstractionconcept0.756
  A framework the paper uses alongside feature geometry to deepen mechanistic understanding of LMs