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Sunday 11 October · 4:00 PM to 8:00 PM

Use AI on a real task.

School, a job, or a business. Same five lines. Your own task.

Before we start

What did you last use ChatGPT, Claude, Gemini, or Grok for?

Today

You already use it. Today you learn how to ask, and how to check one fact.

One idea

It writes the next likely words. It can sound sure and still be wrong.

Your job is the question and the check.

Prompt engineering · LUMS

The five lines

Role comes first. “I am 14.” or “You are a tutor.”

  1. 1Say who it is for.Audience
  2. 2Say what you want.Context
  3. 3Say how long it should be.Length
  4. 4Ask for two options.Format
  5. 5Check one fact yourself.Yours

Studies

Weak

Explain photosynthesis.

Better

I am 14. Explain photosynthesis in 5 lines for a class test. Then give me 5 short questions. Mark which fact I should check in my book.

Organization

Weak

Write an email to my manager.

Better

I need a 6-line email asking my manager for a decision on [topic]. Give two subject lines. Do not invent numbers.

Business

Weak

Write an ad for my business.

Better

Write a WhatsApp message under 60 words for [what I sell], for [who buys it]. Give two versions: a new person, and someone who already knows me. Do not invent a price.

Fill this and send it

I am [age or role].

I need [notes / a quiz / a message / a draft] about [your real topic].

The reader is [who]. Length: [5 lines, 60 words, or 6 lines].

Give me two versions. Do not invent facts, prices, or numbers.

Then send this

Make the first version shorter. Tell me one thing I should check myself.

Agentic AI

A chat stops after one reply. An agent keeps working the task.

Same five lines. The work continues through the steps, and you still check the fact.

Example · Mission Control

One task. A small team.

  1. 1You assign the task, with role, audience, context, and length.
  2. 2The orchestrator routes it.
  3. 3One agent researches. One agent drafts.
  4. 4You check one fact, then you decide what ships.

From real work

  1. 1What is one task you used AI for this week?
  2. 2What did you still do yourself?
  3. 3What did it get wrong?

Make one piece

Pick the task that is real for you this week.

Studies

Notes and 5 questions.

Organization

A draft you could use this week.

Business

A message under 60 words.

Studies — done when

  1. 15 lines of notes on one subject.
  2. 25 short questions.
  3. 3One fact you will check in your book.

Organization — done when

  1. 1A draft you could use this week.
  2. 2Two subject lines, or two openings.
  3. 3A line you write: I will still decide.

Business — done when

  1. 1A message under 60 words.
  2. 2Two versions: new person, and someone who knows you.
  3. 3No invented price. You still decide.

One minute

  1. 1What I asked.
  2. 2What I kept.
  3. 3What I will check.

Before you leave

I can now ___.

Do not type a full name, school, phone number, address, or a customer’s private details. A sure-sounding answer can still be wrong.

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