I'm assuming general knowledge of x86_64 hardware extensions, and some insight into the workings of large hardware vendors.
Understanding why AVX512 is useful not only in HPC, but also for gamers in emulation, or more efficient use of executions ports is a bonus.
You don't need to have published 2 dozen papers on optimizing compute architecture.