this post was submitted on 29 Oct 2023
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Machine Learning
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You cannot find the causality without the agent manipulating the environment. Getting causality from observational data alone is impossible.
You can according to Pearl :)
I don’t think I’ve seen pearl say something like that
https://stats.stackexchange.com/questions/384330/is-causal-inference-only-from-data-possible. Here’s a post about why casual effects from data alone are not possible