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A robot tap releasing different streams of red and blue rivers with X marks along them.

Deep learning is being used more and more in rainfall-run-off modelling. However, Ara Bayati and his co-authors note that while these models can achieve great accuracy, they come with doubts about whether their internal logic is reliable.

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