That's not proven yet. Random behaviour might be due to undiscovered inherent properties.

But even if there are random things, are they thus irrational? Or just unpredictable? Is today's lottery number wrong in some way?

Quantum mechanics works the same way every time. Being random doesn't mean they're not working the same way every time, the distribution never changes.