Causal Inference: Connecting Data and Reality

However, until now, machine learning has ignored the full integration of causality, and we believe that machine learning will benefit from integrating causal concepts. The researchers believe that combining current deep learning methods with causal tools and ideas may be the only way to go toward general AI systems (Schölkopf et al., 2021).