There is a third option:
The journalist who wrote the article made the quotes up without an LLM.
I think calling the incorrect output of an LLM a “hallucination” is too kind on the companies creating these models even if it’s technically accurate. “Being lied to” would be more accurate as a description for how the end user feels.