Google AI chief: Computers aren't as smart as children
Google executive John Giannandrea opined a couple years back that artificial intelligence had reached the level of a four-year-old child. But Giannandrea said on Tuesday, "I think I was over optimistic," noting that a four year-old child can do lots of things a computer can't.
Key points: Even young children can learn from just one or two strong examples while computers need lots of data for machine learning. Computers are also bad at transferring knowledge to adjacent tasks: if a kid is good at Pong, they will probably be good at Breakout — not so for computers.