“It is invalid because extrapolation does usually work for empirical models.”
You said it, extrapolation works for many an empirical model. I have an empirical model for predicting sunrise and sunset and it works very well for predictions. I am setting my alarm clock to it for tomorrow morning, as it is fishing opener and I want to make sure I wake up before sunrise. I sure hope my empirical model works!