One day people will realize that their intelligent agent doesn't reason at all, as it's a glorified static analyzer.
It sees some patterns a million times and says "Yeah, this is a bug for sure!"
Then it chains two patterns it saw a million times and says "I found this issue via deep thinking!"
It may work for the known issues it has crawled over and over, as long as they're in its feed.
Once researchers stop feeding it new stuff, it will become blind.
There's also another plausible scenario, where the AI is fed with all the slop it produces -- since people stop writing quality articles and papers, and it enters a cycle of slop reinforcement learning.