This is actually a philosophical question !
If you believe in functionalism (~mental states are identified by what they do rather than by what they are made of), then current AI is not a dead end.
We wouldn't need to define intelligence, just make it big and efficient enough to replicate what's currently existing would be intelligence by that definition.