Blog
Ideas on learning, structure, and what AI gets wrong about education.
Research-grounded thinking on how people actually learn, and how technology can help without dumbing things down.
Education7 min read
Why Most AI-Generated Learning Content Fails (And What Actually Works)
ChatGPT can write a lesson in seconds. But a lesson is not a module. Here's what's missing from AI-generated education content, and how structure changes everything.
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Learning Science6 min read
The Science of Forgetting: How Spaced Repetition Changes Everything
You forget 80% of what you learn within 48 hours. Spaced repetition is the only evidence-based method that fixes this. Here's how it works and why most learning tools ignore it.
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Instructional Design5 min read
Skill Maps vs. Lesson Lists: Why Sequence Matters More Than Content
Most courses are ordered by what the teacher wants to say, not by what the learner needs to know first. Skill maps fix this by making prerequisites explicit.
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