Well, they're not AI companies, necessarily, or at least not only AI companies, but the big hardware firms tend to have engineers at the helm. That includes Nvidia, AMD, and Intel. (Counterpoint: Apple)
Counter counter point: apples hardware division has been doing great work in the last 5 years, it’s their software that seems to have gone off the rails (in my opinion).