You can’t fool all the people all the time, but a new dataset of untouched nature photos seems to confuse state-of-the-art computer vision models all but two-percent of the time. AI just isn’t very good at understanding what it sees, unlike humans who can use contextual clues. The new dataset is a small subset of ImageNet, an industry-standard database containing more than 14 million hand-labeled images in over 20,000 categories.