Is There a Theory of Causality in Machine Learning?

i generally think that e condconbuteis con to take a eye a lot further, sisgon actually give us a completely new generation of artificial intelligence. i do believe that there is a theory or thar of causality which is not of the occurrent symbolic kind and which will be completely comparable with learning methods and all that. We can also incorporate the reasoning back within machine learning, a and all things where they inspecte space flor. It's fuch better t start with state quatin formalism and reasoning there. I mean, anwhere, in a way, that's what we did already by saying, like, mapping language on o ona ifirstor