different kind of programming languages change the kinds of bugs and their properties, but it does not change the amount of bugs per line of code. in respect to C and rust for example, rust may have less memory bugs - which LLMs seems to be able to spot now - but it did increase supply chain attacks for example.
> but it does not change the amount of bugs per line of code
You are really uninformed: different programming languages have very different volumes of bugs per line of code