Phase 8: Traps, Judgment & Staying Current · 30 min · ChatGPT, Claude, or Gemini (any)

Why Hallucinations Happen

AI doesn't lie. It predicts. And sometimes the most likely-sounding prediction is wrong.

Real-world application: What changes when you use this: you understand why hallucinations happen in plain terms and build the habit of verifying anything that matters — which means you stop getting burned by confident-sounding AI mistakes.

What you will learn

Understand why hallucinations happen in plain terms
Identify the situations where hallucinations are most likely
Distinguish between confident-sounding output and accurate output
Build a verification habit for anything that matters

Introduction

Why Hallucinations Happen

Objective

Ask AI questions across well-known, niche, and specific-fact categories, verify the results, and document confidence vs. accuracy.

AI doesn't lie. It predicts. And sometimes the most likely-sounding prediction is wrong.

Unlock the full lesson

You've read the first 2 sections. The rest of this lesson covers The Problem, The Concept, Build, Check Yourself, Key Terms & Next — plus a hands-on lab, quiz, and project artifact.

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