Understands AICan explain that AI learns from data, produces probabilistic results and has limits.
Frames problemsTurns a vague need into clear goals, criteria and a way of working with AI.
VerifyEvaluates sources, evidence, bias and where AI might be wrong.
Owns decisionsUses AI for analysis but dares to challenge it, reject it and own the final choice.
Co-createsUses AI for ideas, drafts and edits, while keeping authorship and a personal touch.
Protects self & othersPractises privacy, consent, safety and fairness; knows when an adult is needed.
Understands impactRecognises consequences for society, the environment and human rights, and the trade-offs of using AI.
Self-directed learning & transferChanges strategy when tools change, applies past thinking to new problems.
Collaborates & leadsDivides roles between people and AI, coordinates teams, presents decisions, leads projects responsibly.