If you push back against a LLM, you can convince it in almost anything.

If it's obviously a bug you can just fix it, and if it's obviously not, you can ignore it. In either case you've already done the work to understand it.

If it's on the borderline, and you push back against the GPU with a plausible sounding reason, it's likely to agree, regardless of whether oe nor it's a bug.

I've never gotten a good outcome out of arguing with the GPU.