My understanding is that decompilation into more readable code is an important step in building the path to an exploit.

This understanding may be incomplete or outdated (things moving very fast right now). I'd love to hear from a someone with more experience using LLMs to do binary analysis about the level of 'binary annotation' needed for LLMs relative to humans.