Portside

Brilliant at what they do, taken into unfamiliar terrain Deep Neural Networks are fundamentally brittle. AI researchers say they are making progress in fixing the flaws, but acknowledge that they’re still groping for new techniques.

A new idea called the “information bottleneck” is helping to explain the puzzling success of today’s artificial-intelligence algorithms — and might also explain how human brains learn.