A critical and clear-eyed look at the capabilities and limitations of modern artificial intelligence. The authors dismantle the hype surrounding machine learning, showing where it succeeds, where it fails, and why predictive AI often amounts to little more than snake oil. It serves as an essential guide to distinguishing genuine technological progress from empty marketing claims.