Given enough power and space efficiency you would start putting multiple cpus together for specialized tasks. Distributed computing could have looked differently

This is more or less what we have now. Even a very pedestrian laptop has 8 cores. If 10 years ago you wanted to develop software for today’s laptop, you’d get a 32-gigabyte 8-core machine with a high-end GPU. And a very fast RAID system to get close to an NVMe drive.

Computers have been “fast enough” for a very long time now. I recently retired a Mac not because it was too slow but because the OS is no longer getting security patches. While their CPUs haven’t gotten twice as fast for single-threaded code every couple years, cores have become more numerous and extracting performance requires writing code that distributes functionality well across increasingly larger core pools.

This was the Amiga. Custom coprpcessors for sound, video, etc.