Silicon Valley has changed a lot in the last 20-30 years.
The ability to physically design and create things has basically disappeared. I'm not only talking about chips, but mechanical, electrical engineering and all the miscellaneous disciplines associated with creating something in one place.
That used to be the strength of the valley.
If you want to do software, ok, but that's arguably less location dependent.