Okay, I looked up the hardware for AlphaGo. It is usually run on pretty hefty computers, 48+ CPUs. The hardware used for this match was 1,920 CPUs and about 280 GPUs.
https://en.m.wikipedia.org/wiki/AlphaGo
So today you couldn't fit AlphaGo (that's the name of the Deep Mind AI software) in an F1 car. But in a decade or two . . .
After all, today's self driving cars don't have racks of supercomputers in the trunk. And presumably the Deep Mind designers aren't (yet) trying to reduce resources consumed.