Understanding AI
What is generative AI? (The non-techy guide)
It's a creator, not a search engine. It learns patterns to build new stuff.
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The curriculum
These articles cover the three interconnected skills of AI literacy: understanding what AI is, using it effectively, and questioning it critically.
Understanding AI
What generative AI is, how language models work, and why understanding the basics changes how you use and trust these tools.
Understanding AI
What is a large language model (LLM)?
The tech behind the bots.
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Understanding AI
The truth about training data
Your AI is only as good as what it's read.
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Understanding AI
How AI actually 'learns'
It's math, not magic.
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Understanding AI
The hallucination problem
Why AI makes things up.
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Understanding AI
Kids and AI: What to tell them
Managing career anxiety in the age of AI.
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Using AI
Practical skills for getting useful results from AI tools — clearer prompts, better questions, and an honest understanding of where AI genuinely helps.
Using AI
Write better prompts
Specificity is your superpower.
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Using AI
Ask better questions
Framing is everything.
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Using AI
AI as your research partner
Brainstorm with AI, verify with a human.
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Using AI
Writing with AI
It's an intern, not the author.
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Using AI
The productivity flex
Where AI actually saves you time.
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Questioning AI
How to tell when AI might be wrong, how to verify what it tells you, and the contexts where you should not trust it without expert review.
Questioning AI
Spotting the red flags
How to know when the AI is guessing.
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Questioning AI
The verification masterclass
How to confirm a claim.
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Questioning AI
Decoding AI bias
Understanding the built-in assumptions.
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Questioning AI
When not to trust AI
The accountability gap.
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