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Waymo cars drive through San Francisco constantly, and without major issues.

Aren't they kind of "cheating" since they require the whole town to be mapped ahead of time?

I would say even with mapping still impressive.

Bunch of stuff in maths/sciense I solved with lookup tables and it doesn’t take away that rest of solution is still complex.