The AI Learning Hub Journal
◆ Free course · 5 modules · 22 lessons

Prompting: Getting What You Want From AI

The one skill that improves every other thing you do with AI — what a prompt really is, how to build one, and what to do when the answer comes back wrong

Read it in the library →
Module 1 · 4 lessons

What a Prompt Actually Is

A prompt is not a search query. It is everything you hand over in one request — and understanding what the model can and cannot see explains almost every disappointing answer you have ever had.

  1. Everything in the Box
  2. It Does Not Remember You
  3. Why Wording Changes the Answer
  4. The Mistake Almost Everyone Makes
Module 2 · 5 lessons

The Anatomy of a Good Prompt

The parts that reliably help — perspective, context, constraints, outcome, format and worked examples — plus when showing beats telling and why negative instructions are weaker than positive ones.

  1. Role and Perspective
  2. Context and Constraints
  3. The Task as an Outcome
  4. Show, Do Not Tell
  5. Reasoning First, and the Weakness of Negatives
Module 3 · 4 lessons

Getting Output You Can Use

The gap between an impressive answer and a usable one — asking for structure, controlling length and tone, getting editable drafts, and making the model interrogate you before it answers.

  1. Ask for Structure
  2. Length and Tone on Purpose
  3. Drafts You Can Edit
  4. Make It Ask You Questions
Module 4 · 5 lessons

When It Goes Wrong

Diagnosing a bad answer instead of retrying it — ambiguity, missing context, oversized tasks and plain error — plus the sycophancy trap and how to spot confident fabrication.

  1. Four Reasons an Answer Is Bad
  2. Describe the Gap
  3. The Sycophancy Trap
  4. Confident Fabrication
  5. When the Model Is Simply Wrong
Module 5 · 4 lessons

Prompting for Real Work

Turning one-off requests into reusable assets, sharing them across a team, supplying your own material safely, and recognising the point where a better prompt is no longer the answer.

  1. Prompts You Reuse
  2. Prompts as Team Assets
  3. Giving It Your Own Material
  4. The Ceiling of Prompting

Every lesson is free, with no sign-up. Reading happens in the library, where your progress is saved on your device.