AlphaGo also doesn't reason. That doesn't mean it can't do things that humans do by reasoning. It doesn't make sense to make these comparisons. It's like saying that planes don't really fly because they aren't flapping their wings.
Edit: Don't conflate mechanisms with capabilities.
Edit: Don't conflate mechanisms with capabilities.