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How can AI ID a cat?

Look at a picture of a cat, and you’ll instantly recognize it as a cat. But try to program a computer to recognize cat photos, and you’ll quickly realize that it’s far from straightforward. You’d need to write code to pinpoint the quintessential quality shared by countless cats in photos with distinctive backgrounds and taken from different camera angles. Where would you even begin? These days, computers can easily recognize photos of cats, but that’s not because a clever programmer discovered

A Guide Dog for the Face-Blind

Whatever the cause of cognitive overload, a personal intelligence can help In my grad-school dorm there were four blind students, and they all coped in different ways. Most impressive was Jeff, whose wealthy family was able to provide him with key support technology, notably a talking computer (a bigger deal back then) and a guide dog (still a big deal today). Augmented with such technology, he did pretty well, and in some ways better than the rest of us—a golden labrador is a great tool for ma