Although a project at Cornell University dwarfed that number with a data set of photographs covering hundreds, it’s estimated there are more than ten thousand species across the world, leaving even the state-of-the-art orders of magnitude behind reality. I grinned, reminded of the breathless tone taking hold in the tech press, with article after article heralding the age of machine learning and declaring image classification a suddenly “solved problem.”

