I think some of the biggest gains for self-driving cars will come when we get all the human drivers off the street. They could communicate with each other and presumably a city traffic system to optimize traffic flow; speed limits could also probably be increased due to computers responding more quickly and accurately than humans. As others have mentioned car ownership may also become unnecessary, not to mention giant parking lots around shopping centres, residential street parking, etc.
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