Isn't this wheel of reincarnation simply a result of a shifting bottleneck? A computation can be CPU-bound or memory-bound, and this can change over hardware generations.
Yep, thermal throttling is a thing, and sometimes all you need is either useless silicon padding or some specialized, most of the time dark silicon to both make it feasible to cool and prevent it from melting.