Can artificial intelligence tell a teapot from a golf ball?

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Can artificial intelligence tell a teapot from a golf ball? – Source sciencedaily.com

How smart is the form of artificial intelligence known as deep learning computer networks, and how closely do these machines mimic the human brain? They have improved greatly in recent years, but still have a long way to go, according to a team of cognitive psychologists.