AI for Kids · Class 10 · Module 7 of 9

Automation with Human Control

Delegate the work. Never delegate the responsibility.

8 sessionsSessions 49–56
4 weeksTypical pace
AppliedLevel
Class 10Artificial Intelligence
An automated workflow with gears and a human approval step
The big idea

Students design automation that is powerful and controllable — clear agent roles, approval and audit trails, and failure-safe behaviour that degrades gracefully instead of collapsing.

Why it matters

This is the professional standard now emerging around agentic systems, and understanding it early is a genuine advantage.

Unpacked

What you will actually learn

Three core ideas, each taught with worked examples and then practised until it feels obvious.

01

Agent roles

Agent roles define what each component may do and, importantly, what it may not.

02

Approval and audit

Approval and audit mean a record of what was done, by which component, and who authorised it.

03

Failure-safe design

Failure-safe design ensures that when something breaks the system stops safely rather than continuing incorrectly.

Did you know?

Safety-critical engineering assumes failure will happen and designs for it. Software that assumes success is the outlier, not the norm.

Common mix-up

“Logs are only for debugging.” Logs are the accountability record. Without them, nobody can establish what actually happened.

Session by session

Your 8-session journey

Sessions 4956 of the 72-session year, at two one-hour sessions per week.

  1. 1

    Warm-up and big picture

    Where this module fits, what you will build, and a hands-on starter that gets everyone curious about agent roles.

  2. 2

    Agent roles

    Guided teaching on agent roles, worked through together with the teacher.

  3. 3

    Agent roles — practice lab

    Independent practice, small challenges and one deliberate mistake to diagnose.

  4. 4

    Approval and audit

    Guided teaching on approval and audit, building directly on the previous two sessions.

  5. 5

    Approval and audit — practice lab

    Applied tasks that combine agent roles and approval and audit in one piece of work.

  6. 6

    Failure-safe design

    Failure-safe design introduced and practised, completing the toolkit needed for the project.

  7. 7

    Project build

    Guided build session for the module project: Responsible automation blueprint.

  8. 8

    Test, present and reflect

    Finish, test against the checklist, present the work and explain the decisions behind it.

Project lab

Responsible automation blueprint

Every module ends with something the student built themselves and can demonstrate. This is the piece that goes into their portfolio and gets explained out loud at the end of session 56.

Try this at home

Take your automation and ask: if this ran wrong for a week unnoticed, what would the damage be? Design the alarm for that.

It is finished when

  • It works from start to finish without breaking
  • You can explain every part of it in your own words
  • You tested it and improved at least one thing afterwards
  • Someone else used or understood it without your help

By the end of this module

Students finishing Module 7 can:

  • Explain and use agent roles without prompting
  • Explain and use approval and audit without prompting
  • Explain and use failure-safe design without prompting
  • Build and finish responsible automation blueprint
  • Test your own work and correct what you find
  • Talk an adult through what you made and why

Word bank

The vocabulary introduced here, in plain language:

audit trail
A record of actions taken by a system.
fail-safe
Defaulting to a safe state when something fails.
authorisation
Permission required before an action proceeds.
Module challenge

Think you have got this?

0 XPLevel 1 · Curious Beginner

6 quick questions drawn from this module — vocabulary, the project you build, and a myth-or-fact round. Every wrong answer explains itself, so a mistake still teaches you something.

🎯 6 questions⚡ Up to 80 XP

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