concept
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concept:causal-invarianceCausal 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 edgeEntities 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.
- Whether an internal direction causally controls a target behavior, verified by intervention success
- Chvykov and Hoel's geometric extension of causal emergence to continuous systems using Fisher information.
- The ability of an agent to be a driver of subsequent events; a hallmark of cognition that causal emergence quantifies.
- A framework the paper uses alongside feature geometry to deepen mechanistic understanding of LMs
- Function determining the value of a variable based on its causal parents in an acyclic causal model.
- A measure of whether a subcomponent is necessary to reproduce model behavior on a specific prompt, predicted by the causal importance network.