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THE TEST

SECTION 07

ISSUE 001

OBSERVEDpolicynowconfidence / high

Make AI Literacy Auditable

Organizations should document the practical competence of people who buy, configure, supervise, and appeal AI systems. Auditable literacy means scenario tests, escalation knowledge, and domain judgment—not a one-time awareness module—especially where human oversight is the stated safeguard for consequential decisions.

Why this idea is here

What the evidence establishes.

EU implementation includes AI-literacy and oversight expectations; OECD finds training is associated with better reported performance and working conditions.

Source ledger

Read the sources.

  1. S01
    Timeline for the Implementation of the EU AI Act

    official regulatory timeline / dated Live source · verified 2026-07-09 / retrieved 2026-07-09

  2. S02
    AI and Skills: What We Know So Far

    OECD report / dated 2026 / retrieved 2026-07-10

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