Agreed. Afaict, in practice, you setup your own casual graphs and test them. This seems very academic 1950s.

Interestingly, folks are finally doing more realistic experiments in the casual equiv of arch search, and genAI is giving these efforts a second wind. Still feels like at the toy stage or for academics & researchers with a lot of time on their hands, vs relevant for most data scientists.

I'm still on the sidelines, but keep checking in in case finally practical for our users..