Ai Launchpad Academy

How to Tell When AI Is Lying to You

AI will hand you a wrong answer with total confidence. Learn the verification habits that catch the fabrications before they reach your work.
6 lessons17 minAll LevelsSelf paced
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Dark still life on slate, the cover for the course How to Tell When AI Is Lying to You

Practical, no fluff, built for people running a business. Every course is short, specific, and ends with something you have actually built.

About this course

The most dangerous AI answer is the one that sounds right. A confident tone is not evidence, and the model has no idea when it is wrong.

Most people trust AI output by feel: fluent prose and a steady voice read as accuracy. That is exactly how fabricated citations, invented figures, and plausible-but-false claims slip into real work. The model does not flag its own uncertainty, so the burden of doubt falls on you.

This course builds that doubt into a repeatable practice. You learn the three categories AI distorts most, why surface specificity often masks a guess, and concrete checks like asking the same question twice in different framings to expose answers that shift under pressure. The goal is calibrated skepticism: knowing what to verify, what to discard, and what you can actually rely on.

What you'll learn

  • Recognise why a confident tone is not evidence
  • Know the three categories AI distorts most
  • Verify a claim before it lands in your work
  • Ask the same question twice to expose a shifting answer
  • Spot the specificity trap that masks a guess
  • Build a fast verify or discard reflex

Course curriculum

6 lessons · 17 min of material

  1. 01The Confidence Problem
  2. 02The Three Things AI Lies About Most
  3. 03Verify Or Don't Use
  4. 04Ask The Same Thing Twice, Differently
  5. 05The Specificity Trap
  6. 06What Calibrated Skepticism Looks Like

Ready to put this to work?

One membership unlocks this course and every other course in the academy, plus the templates and prompts that come with them.

Who it's for

Founders and operators

ship AI-assisted research, copy, and analysis without quietly inheriting its errors.

Writers and researchers

catch invented sources and false specifics before they land in a published piece.

Anyone using AI daily

build a fast verify-or-discard reflex instead of trusting the output by tone.

Included with Academy Pass
$12.99/month

This course plus every other course in the academy, on one membership.

Get started

Cancel anytime. New courses added every month.

What's included

  • 6 in-depth lessons (~17 min)
  • All templates, prompts & worksheets
  • Progress tracking & achievements
  • Included with AI Launchpad membership

Course stats

Lessons
6
Total time
17 min
Skill level
All Levels
Access
Members-only
Last updated
Aug 11, 2026
Format
Self paced, lifetime access

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No. The courses assume you run a business, not that you write code.

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