> I read on HN that AI's can just interpolate the data they have seen in training

No. That can be said about LLMs, but not about all forms of AI. The technique used is not a LLM.

Sadly we've bastardized the term AI that, if it ever meant anything, it's meaningless now. The currently most voted thread in this post discuses the topic.