Is there a smarter path to artificial intelligence?

Source: Steve Lohr, N.Y.Times (Paid Registration)

For the past five years, the hottest thing in artificial intelligence has been a branch known as deep learning. The grandly named statistical technique, put simply, gives computers a way to learn by processing vast amounts of data. Thanks to deep learning, computers can easily identify faces and recognize spoken words, making other forms of humanlike intelligence suddenly seem within reach.

But now some scientists are asking whether deep learning is really so deep after all.

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