Page 6 of 8~96 min topic

What AI is

Practise reliable habits: spreadsheet formula

Before relying on a system, name its task, test, owner, and stop condition.

~12 min this pagePractise reliable habits — small checks before actionReviewed 2026-08-08

1Learn the idea

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The TASK check

See it

AI = judgment-like software

Fits

  • Suggest reply
  • Flag odd purchase
  • Draft from bullets

Not by itself

  • Spreadsheet formula
  • Doorbell circuit
  • “Smart” ad copy

Fits = smart tasks · Not AI by itself = fixed rules

  • Task: What exact job is the system allowed to do?
  • Assessment: What representative evidence would show acceptable performance?
  • Steward: Who monitors and corrects it?
  • Kill switch: What observation pauses use?

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Worked example

For a chatbot answering opening-hours questions, Mira records:

  • Task: answer only from the published hours page.
  • Assessment: 40 questions covering branches, holidays, ambiguity, and missing information; all dates and times must match the page.
  • Steward: digital services lead checks weekly samples and corrections.
  • Kill switch: any invented closure or repeated failure to say “I cannot find that.”

This does not guarantee perfection. It makes the claim testable and gives errors a route to action.

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Guided practice

Apply TASK to a spreadsheet formula that totals room-booking fees. The assessment can use hand-calculated cases. Notice that the same discipline helps whether or not the tool is labelled AI.

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Independent transfer

Create a TASK card for one system in your life. Use a threshold you could actually observe; “works well” is not a threshold. Ask another person to identify one missing edge case.

Check your understanding

Page assessment

Answer from memory. Completion is saved from this evidence, not from opening the next page.

Which part of TASK prevents a pilot from continuing after known harmful errors?

1. What is one idea from this page you would apply, and what evidence would you check?

All responses are required.