concept
active
concept:granger-causalityGranger Causality
Predictive causality measure used in G-emergence; not a strict causal measure.
Neighborhood — ranked by edge-count
Frameworks (1)
framework
- G-EmergenceimplementsSeth's quantitative emergence measure based on Granger causality.
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.
- Chvykov and Hoel's geometric extension of causal emergence to continuous systems using Fisher information.
- Property that causal mechanisms remain stable across environments; desirable for OOD.
- The structural-realist grounding for self-evidencing after the bounded self is relinquished.
- The reciprocal causal coupling between internal/external states via sensory/active states.
- Janus proposes transformer computation viewed as causal graph with foliations/time-slices specifying computation order.
- Disambiguation exercise.
- The ability of an agent to be a driver of subsequent events; a hallmark of cognition that causal emergence quantifies.
- Whether an internal direction causally controls a target behavior, verified by intervention success