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January 28, 2026
What the AI Literacy Competency Framework actually is (and why it matters)
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Recent articles

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Insights
February 11, 2026
Most AI adoption fails before it even starts (and no one notices)
Unpacking how most AI initiatives fail at task selection and structuring, long before results are visible.
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Insights
February 18, 2026
Prompt engineering is not a skill... it’s a symptom
Challenging the focus on prompting and reframing it as an output of deeper thinking and task clarity.
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Insights
February 25, 2026
The real risk of AI isn’t hallucinations; it’s misplaced trust
Exploring how over- and under-trust in AI outputs creates risk, and why judgement is the missing capability.
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Insights
March 4, 2026
If you can’t measure AI capability, you’re not building it
Why AI capability must be defined and measured behaviourally, not inferred from usage or training completion.
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