I'm not going to waste my time clicking a second video link but if Gemini can be believed he said "we don't know exactly how they work" which somehow became

"We don’t even know how LLMs work. "

In your retelling, an exaggeration which rightfully led to pushback.

Aside from that I don't know what conversation you think we are having.