01Published
18 Aug 2026
AI literacy in the classroom: UNESCO's framework in practical language
Fifteen competencies across five dimensions and three progression levels, translated into questions a school can use.
03 · The explanatory layer
Understand
Concepts and systems explained beyond the headline.
Published knowledge
Continuously monitored
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02Published
18 Aug 2026
AI agents: from promise to an accountable workflow
A plain-language anatomy of agents, their failure modes, and the controls that make delegated work observable and reversible.
03Published
18 Aug 2026
How to read AI benchmarks without falling for the “percent accurate” trap
A practical guide to reference metrics, saturated tests, uncertainty, and the claims a score cannot support.