Well to be honest, I'm not sure how Hawking reached that conclusion. The Conquistador mindset is human nature, and has been throughout the human existence. Human nature is just that, human nature. I'm not sure how we can safely assume that other e.t. species would possess a similar mindset, leading to act similar to ourselves.