Large Language Models for Compiler Optimization
Chatgpt4 can do source to source optimization which is pretty cool.  I got it to beat gcc at -03 on simple small toy problems.  and it can do similar things with python also.  But it threw its hands up when I gave it a longer piece of code to optimize.