She sees the look, and... hey, Clint, remember Clara's 'I make so many poor life choices' expression? Oswin has one too. They're... pretty much identical.

"So, at some point, I should learn how car engines work too." It's kind of hilarious, how she says 'too' like she has this driving thing already figured out.