Lesson 11 AI as Threat and Tool
Theme:

Homework — Lesson 11

Two tasks · ~30 minutes · Applied to your own team

Task 1 — Write a 3-line acceptable-AI-use guideline

Draft three short lines your team could follow: what AI use is encouraged, what is prohibited, and what data must never enter a public AI tool.

✓ Self-check: your guideline names specific data that must never be pasted into public tools and is short enough that people will actually remember it.

Task 2 — Pick one human-in-the-loop process

Identify one consequential decision in your area where you will require a human to own the outcome even if AI assists, and state why.

✓ Self-check: you can name the process, the AI's assisting role, and the human who remains accountable.

Task 3 (optional) — Spot your shadow AI

Identify one AI tool likely already used in your organisation without oversight, and one question you would ask to govern it.

✓ Self-check: you named a plausible shadow-AI tool and a concrete governance question.