I can't say if self-driving cars is the answer, but why cars?
Why not start with slower moving vehicles like garden tractors.
Less likely to kill or hurt someone unless it malfunctions after it would take a
out a complete neighborhood of flower gardens, vegetable gardens
or some fences.
Boy, would I pay to see that.
