AI Safe Lens / Education / Burden of Proof

Paid pack · ages 15–18 · print-first

Burden of Proof

Four lessons for students old enough to be answerable, built on Theory of Knowledge classroom method: strip a marketing claim to what the machine measurably does, test an AI-written history against primary sources, hold three good principles in tension, and sign a delegation memo for real coursework.

Print-first. Two lessons carry optional live-tool variants using your school’s approved tools; the delegation memo doubles as an honest AI acknowledgement where school rules require one.

Maps to the AILit Framework (EU/OECD, 2026): Engage with AI 2, 3 and 7, and Manage AI 1 and 3, Intermediate to Advanced. UNESCO blocks (2024): human accountability and safe and responsible use, Apply level, reaching ethics by design.

What’s inside

Four lessons, one standard of proof

Each session comes complete: the steps, the words to say, the traps to watch for, and the conversation questions with directions for where each one should land. Read online or print the whole pack.

1

Marketing vs Mechanism

Rewrite AI product claims in language an engineer would sign, then discover why the accurate version loses sales.

One lesson · Engage 2
2

The Second Draft of History

An AI-written account of an event your course studies meets the primary sources your students already hold. They log every omission, flattening and confident error.

One or two lessons · Engage 3
3

Principles in Tension

AI exam proctoring: fairness, privacy and transparency all have a case, and they cannot all win. Debate, switch sides, draft the policy.

One or two lessons · Engage 7
4

The Delegation Memo

Decompose real coursework, rule each task automate, augment or keep, and sign for the lot. A skill their future employers do worse.

One lesson · Manage 1 & 3
A taste of the pack

“A claim that cannot be false is not information; it is decoration. From now on, one habit: find the sentence about what the system measurably does. If a product page never contains that sentence, that is your answer.”

The closing line from “Marketing vs Mechanism”

Get the pack

€19

One payment. Yours for as long as we host it, with updates included.

  • Four complete sessions with scripts, traps and conversation directions
  • Licensed for your own classes, or your own family at home
  • Print-friendly: the whole pack prints from one button
  • Mapped to the AILit Framework and UNESCO's student framework

Checkout runs on Stripe. Afterwards your access link arrives by email; it is yours to keep, no account needed. School-wide licence for staff-room sharing: [email protected].

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Licence: the pack is for the purchasing teacher’s own classes, or the purchasing family’s home use. Please don’t redistribute or resell it; that is what keeps packs like this affordable.

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