In my experience all those claims are false.

So the next step is to ask for evidence and ideally independent and peer reviewed research.

You know they can take notes, right?

And ICL dates all the way back to 2020, at least: https://arxiv.org/abs/2005.14165

That's training during training. They can't learn afterwards.