Why do AI chatbots hallucinate?

Ever chatted with a helpful bot on a website, only to have it recommend a product that, well, doesn’t exist? Or maybe it throws out some seriously bizarre advice that leaves you scratching your head. Welcome to the world where chatbots do hallucinate!