I'd expect Monte Carlo methods to be used in a number of cases that have deterministic time envelopes for evaluation. Randomized selection and evaluation can be incredibly effective. They also resist degenerate structured input vulnerabilities.

I'm not in the automotive space, but I'd be surprised if there were a viable self-driving car team not using Monte Carlo methods somewhere in the vehicle stack.