Conditions for safe, fair and sustainable participation

Students

Distinguish an established concept, a model and a prediction; explain one useful idea without claiming quantum computers solve everything.

Output: Independent explanation and correction of a misleading claim.

Teachers

Rehearse a simple model, explicitly explain its limits and practise saying what remains unknown.

Output: Annotated explanation plus misconception check.

Schools

Agree age-appropriate purpose and curriculum placement across relevant subjects. Budget accessible materials and review scientific claims.

Output: Curriculum placement note and checked common glossary.

Students

Explain why information may need protection over different time periods; identify an appropriate adult response without carrying responsibility for school systems.

Output: Reasoned fictional-data decision and help route.

Teachers

Teach digital trust using fictional information and toy examples; distinguish classroom analogy from actual security assurance.

Output: Approved scenario with no live targets or real secrets.

Schools

Name school and system owners for information stewardship; map what the school can decide and what it must escalate.

Output: Role map and one authorised question/action, without sensitive technical inventories in the pilot dataset.

Students

Compare claims about future systems, identify uncertainty and judge whether a technology is useful for a particular purpose.

Output: Evidence-based recommendation that may reject adoption.

Teachers

Separate learning about a technology from learning through it. Protect unaided thinking and authorship.

Output: Lesson with first attempt, critique and independent transfer task.

Schools

Require an educational purpose, accessible equivalent, evidence and exit route before optional tool use.

Output: Adopt/adapt/defer/reject decision with review date.

Students

Connect an interest or existing skill to several possible roles and a realistic next learning step, without committing to a career.

Output: Optional pathway map, including “still exploring”.

Teachers

Avoid prestige rankings and deterministic “jobs will disappear” claims; show transferable skills and multiple routes.

Output: Balanced pathway cards reviewed with careers staff.

Schools

Remove avoidable participation costs and timetable barriers; include diverse technical and nontechnical pathways.

Output: Access plan and locally checked pathway information.

Students

Weigh benefit, burden, fairness, privacy and learning; ask who decides and who can challenge a decision.

Output: Justified recommendation and revision after counter-evidence.

Teachers

Facilitate disagreement without rewarding enthusiasm for technology; assess reasoning, not preferred conclusion.

Output: Moderated rubric and a revised activity responding to student input.

Schools

Establish decision rights, accessible student input, family communication and safeguarding/support routes.

Output: Decision record showing whose views changed the plan and how concerns were answered.