People are often able to give quick answers to questions about complicated physical situations. How do they do this? Focussing on two classic papers on this, Forbus, K. D. (1988) Qualitative physics: Past, present, and future, and Charniak, E. (1968) “CARPS, A Program Which Solves Calculus Word Problems”, this chapter considers how predictive models can approach this challenge.