Ever wondered why ChatGPT sometimes invents facts, sources, or entire stories? In this episode of AI for the 99%, we break down the phenomenon of AI hallucinations—why they happen, how they can impact your work, and most importantly, how to protect yourself from them.

From a lawyer’s embarrassing courtroom moment to strange travel advice about Hamelin, we explore real-world examples of AI gone wrong. You’ll learn the role of probability in AI outputs, why context matters, and the critical steps every entrepreneur, freelancer, and startup should take to avoid costly mistakes.

Key Highlights

• Why AI chatbots sometimes make things up

• The dice-roll metaphor that explains every ChatGPT output

• Famous cases of AI hallucinations—from courtrooms to government tax policies

• Practical tips: using multiple models, giving better context, and always checking sources

• Why AI struggles with math and logic (and what to do instead)

Quotes from the Episode

• “ChatGPT doesn’t know what it writes—it just throws a 90,000-sided dice and fills in the blank.”