> If self-driving cars become ubiquitous in large cities, it is likely that one of the large side effects will be more regulation for bikes, scooters, longboards (electric or not), etc.

Irrespective of any s of-driving cars, it's a near certainty that the California mindset of 'regulate everything and we can create a safe utopia' will result in more regulation for non-car personal transportation.