Causal inference

Causal inference is inferring that X caused Y

To build truly intelligent machines, teach them cause and effect
A primer on causal inference
The math of causation puzzle
If correlation doesn’t imply causation, then what does? - Michael Nielsen
The Seven Tools of Causal Inference, with Reflections on Machine Learning - Judea Pearl