In my opinion, this is the crux.
Think about it for a moment. Can you define human intelligence? Have you ever gotten in a debate with someone about this? Is there a commonly accepted way to designate intelligence that isn't somewhat controversial?
How will we ever define AGI if we still haven't even defined RoHI (Regular ol' Human Intelligence) sufficiently?