Well, you could certainly train a big-ass model to mimic the distribution of all that physics data. That doesn't mean the model could, eg, formulate interesting

Well, you could certainly train a big-ass model to mimic the distribution of all that physics data. That doesn't mean the model could, eg, formulate interesting new theories which explain why that distribution has its particular structure.