One of the big problems of deep-learning AI, is that they are black boxes. Meaning that you give them an input, and they give you an output, but you looking in, you have no understanding of how they arrived at the result.
The danger then is, in science, that future scientific knowledge will not be derived from discovery, but from revelation handed down at the figurative Mt. Sinai on silicon tablets by our artificial gods.