A Parable Of Explainability

Ok, sure, machine learning is great for making predictions; But you can’t use it to replace scientific theory. Not only will it fail to reach generalizable conclusions, but the result is going to lack elegance and explainability. We won’t be able to understand it or build upon it!

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