What about experimentally validating these models against reality? There is kinda a reason why we came up with the models we currently have.

The concept does have a certain appeal.

But it seems to me that the acid test, as always, is successful prediction. If one day a digital model makes a prediction that is experimentally demonstrated, and not accounted for via other models, then there might be more support for this approach.