So, to be clear on what you are saying, if I understand corectly you are saying that training a neural net to approximate a function is formulating a law, like for example a natural law? Is that right?
As a for instance, if I train a neural net to predict the motions of the planets, the trained model is a law of planetary motion, like Kepler's laws of planetary motion? Is that correct?
As a for instance, if I train a neural net to predict the motions of the planets, the trained model is a law of planetary motion, like Kepler's laws of planetary motion? Is that correct?