I’m sure whatever the next fad is will require a GPU to run huge calculations.

I also bet it will, cf my earlier comment on rendering farm and looking for what “recycles” old GPUs lemmy.world/comment/12221218 namely that it makes sense to prepare for it now and look for what comes next BASED on the current most popular architecture. It might not be the most efficient but probably will be the most economical.