Like so many other emerging technologies, AI has led to an excessive number of irrational expectations. Today, far too many businesses freely smear mentions of neural networks, machine learning, and other types of technology over their websites with little connection to those technologies' real capabilities. Other than perhaps aiding in fundraising, merely naming a website "AI-powered" doesn't increase its effectiveness. More than people understand, artificial intelligence has been around for a while. We've gone a long way from the mechanical men our ancestors imagined would assist them in their labour to the first computers that were imagined as logical machines. The goal of engineers has always been to replicate brain functions like memory and simple arithmetic in order to build mechanical minds. But the big shift occurs when we try to educate computers on how to learn on their own, rather than trying to teach them all they need to know in order to do jobs. (