I don't see how what you wrote could possibly address concerns with adding parameters to the model until it explains current data so perfectly that it cannot generalize to future or other data.
This is not a "theory" problem, it has to do with matching the theory to observations.
This is not a "theory" problem, it has to do with matching the theory to observations.