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On the other hand, we cover the limitations when adopting it. Considering there is a lot left to explore in this ample field, we also enumerate some open challenges to be addressed in the future.

Yet, as our challenges grow in complexity, the question arises: can AI help us understand not just what will happen but why it happens? This is where causal AI emerges as a transformative force.