 Columbia University operates the Causal Artificial Intelligence Lab which is attempting to connect causal modeling theory to artificial neural networks.Pearl's causal metamodel involves a three-level abstraction he calls the ladder of causation.The lowest level, Association (seeing/observing), entails the sensing of regularities or patterns in the input data, expressed as correlations.