After demonstrating discontinuous jumps in image recognition performance and defeating Korean grandmaster Lee Se-dol at Go, a game long resistant to computer mastery, deep learning has kicked up a swirling cloud of hype. And controversy.
On the one hand, serious folks are studying how to prevent a recursively self-improving super intelligence from seizing Earth’s reins from humanity. On the other, IBM’s “cognitive” marketing claims are rightly being called out as hyperbolic. I think much of the excitement derives from the tremendous strides deep learning has recently made in processing less-structured input, like images and voice, that relate to the way we perceive the world.
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Source: COMPUTER WORLD