American author, inventor and futurist Raymond Kurzweil has become well known for his predictions about artificial intelligence and the human species, mainly concerning the technological singularity. He predicts that Artificial Intelligence would outsmart the human brain in computational capabilities by mid-21st century. In 2012, Ray Kurzweil was appointed a Director of Engineering at Google, heading up a team developing machine intelligence and natural language understanding.