What are the Limits of Deep Learning? Going Beyond Deep Learning – NextBigFuture.com

Glowing stickers are able to confuse deep learning systems. Deep Learning expert Geoffrey Hinton believes simple adversarial attacks show that Deep Learning has flaws. Deep Learning flaws * The systems needs 10,000 examples to learn a concept like cows. Humans only need a handful of examples * Deep Learning cannot explain how the systems got an answer * Deep Learning lacks common sense. This makes the systems fragile and when errors are made, the errors can be very large.