Bitcoin is a pretty reasonable story for how this occurs - first you start on CPU, then GPU, then custom ASICs.
If the financial motivation is there, companies will build custom hardware. Companies like Apple and Google (TPUs) are building custom processors for various purposes.
If the financial motivation is there, companies will build custom hardware. Companies like Apple and Google (TPUs) are building custom processors for various purposes.