Pioneers in AI straddled the disciplines of both Neuroscience and Computer Science. In our journey to find Artificial Intelligence, we now often undervalue the importance of what we know about Natural Intelligence. In this talk, I share the key things AI can learn from Neuroscience, and why these two disciplines need each other in order to progress successfully.