Scientists are trained to look at the data when confronted with a hypothesis.
In this context it's worth looking at Aspen, CO. Wages for service workers there have not gone up, and 60-mile commutes on mountain roads are common. I have no theory for why that is, but I do not expect a different outcome for SF.