I think this is a backwards approach, especially for children.

Gen AI is magical, it makes stuff appear out of thin air!

And it's limited, everything it makes kinda looks the same

And it's forgetful, it doesn't remember what it just did

And it's dangerous! It can make things that never happened

Starting with theory might be the simplest way to explain, but it leaves out the hook. Why should they care?