The plan behind the story · From a Morecambe tearoom to the bus shelters: Margaret Colling's campaign to get people talking about AI

Six weeks from never-tried-it to explaining AI to a neighbour

By the end of six weeks you will have used a free AI assistant for a dozen real tasks, caught it out at least once, settled into two safety habits, formed a view of your own on one way AI is used in public life, and shown one other person how to get started.

6 weeks · Complete beginner, with a stretch option for regular users ·

Why this works

Margaret Colling, Sheffield Digital says, had never used AI before she got involved. What changed that was the People’s Panel on AI in 2023: four days of hands-on learning with AI tools in small groups and one-to-one conversations with scientists. Then she passed it on: her idea put a University of Sheffield campaign on bus stops.

This plan copies that order: try it, question it, form a view, tell someone.

The gap is real. A survey of 3,513 people for the Ada Lovelace Institute and the Alan Turing Institute found that 40% had used a chatbot, but only 18% knew AI was being used in welfare assessments.

Before you start

  • What you need. A phone, tablet or computer with internet access, and a notebook. Every step uses the free version of a general AI assistant; public libraries have devices if you do not.
  • Pick one assistant and stay with it for the six weeks. One is enough to learn on.
  • Two habits, from the first day. Check what it tells you: an assistant can be confidently wrong, so confirm anything that matters with a second, independent source. Keep private details out: no bank or card numbers, passwords, National Insurance or Social Security number, or medical records.
  • This is not advice. For health, legal or money matters, use it to prepare questions for your GP (family doctor), a solicitor (lawyer) or a regulated adviser.

The plan

Each session is 20 to 30 minutes.

Week Do this How often Notes
1 Ask the assistant three questions on a subject you know thoroughly: your trade, your town, your hobby. Mark each answer right, wrong or half-right. 2 sessions Complete beginner: one question is enough. Already using AI: ask the same three questions of a second assistant and compare.
2 Give it a real, low-stakes job: turn rough notes into a polite letter, plan a week of meals from what is in the cupboard, summarise a long article you have read. 3 sessions Reply with a correction (“shorter”, “less formal”) rather than starting again.
3 Checking week. Ask for five facts with dates or figures on any subject. Verify each one somewhere independent. Count how many held up. 2 sessions Expect at least one miss. Finding it is the point.
4 Privacy week. Find the assistant’s settings and read what it says about saving your conversations and using them for training. Rewrite one earlier request with the personal details removed. 2 sessions Unclear? Check the maker’s own help page.
5 Form a view. Choose one way AI is used on people rather than by them (benefits or welfare decisions, job applications, loans, schoolwork). Read two independent sources. Write five sentences: what it does, who gains, what worries you. 2 sessions Already using AI: send them to your councillor, MP or member of Congress.
6 Pass it on. Sit with one person who has never tried AI and show them weeks 1 and 3 in fifteen minutes. 1 session + 1 conversation Already using AI: offer a 45-minute session to a group you belong to, with three live demonstrations and one mistake.

If it goes wrong

  • The answer is useless. Say what you wanted instead, in a full sentence.
  • It got something wrong. Good: log it. That is week 3 done early.
  • You typed something private. Delete the conversation in the settings. If it was a password or card number, change the password or ring your bank.
  • It feels pointless. Change the task, not the tool. Use it on something you have to do this week.
  • You feel behind. Only two in five people in that survey had used one.
  • Nobody wants to hear about it. Show, do not tell. One useful letter on a screen beats an explanation.

Track it

Measure Start (week 1) End (week 6)
Sessions completed
Real tasks finished with its help
Facts checked / facts that were wrong
Sentences written giving your own view
People you have shown

What next

General information, not medical advice. Check with your GP before starting a new exercise programme.

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