Let me give an example: I could take Goldeneye from the N64, extract the binary and then run it through an LLM to disassemble it and possibly rewrite it in a modern higher-level language. Do you think Nintendo would look at that and say "well, he did a lot of work so he's escaped our license"? Of course not. It's just silly.
ingesting the source code and producing output in another language is quite clearly a derivative work. You don't need to be an IP lawyer to figure that out.
Now, if you went to Calude and gave it documentation and told it to produce something that was compatible, would that be a derivative work and thus covered by the GPL? I would guess probably. But I'm not 100% sure anymore. I wouldn't risk it however.
Here's another thought experiment: what if someone takes this supposedly MIT licensed source tree, plugs it into another LLM and asks it to produce the output in C? Now how is it licensed? It might be very similar. After all, there are only so many ways to produce a SHA1 hash and so many ways to do a command line parser.
But this then makes it an interesting legal issue. In the Oracle v. Google court case, this was a key issue. Google successfully argued there's only so many ways to write a loop so just because a loop is similar to the source, that doesn't mean it's copyright infringement (as Oracle argued).
Anyway, it's a crazy position to take.