I want the question Thoughts on neural networks "discovering" physical concepts to be reopened.
I realize that there was a "what is your opinion..." line in it earlier. I have removed it. Please have a look at it in its current form and I hope you will agree that it admits concrete answers even though it is a soft question.
Again, I am requesting it to be reopened so that it can be answered by members here who are well-versed in the scientific method underlying physics.