Tag
Pedagogy
4 articles tagged "Pedagogy".
- The AI Access Ladder: a framework for responsible AI use in learning We did not ban AI. We built a ladder instead: five levels of access, from no-AI fundamentals to full delegation, matched to what a learner is actually trying to build. The decision rules, the science of desirable difficulty, and the honest results, including the failures.
- Vibe coding vs engineering: where is the line? Vibe coding is real and it works, for the right things. A field guide to the spectrum between talking a feature into existence and actually engineering it, the stakes-by-lifespan matrix that tells you which one a task deserves, and one rule that survives contact with production: you can vibe what you could verify.
- Becoming AI-fluent: a learner's playbook for the 4Ds Knowing the 4D framework is not the same as living it. This is the implementation side: why AI fluency matters for learners now, what changes when you build the habits versus when you don't, and a per-session and four-week routine that turns Delegation, Description, Discernment, and Diligence into reflexes.
- The 4D framework: a learner's map for working with AI Anthropic's AI Fluency course teaches four habits (Delegation, Description, Discernment, Diligence) for working well with AI. Here is what each one means, the sub-skills inside it, and why a learner who internalises the 4Ds gets more from AI without quietly outsourcing their own understanding.