The Educator's Desk
Insights on AI in the classroom, summative assessment strategies, and building better feedback loops.
Assessment
Why Students Guess Right on Multiple Choice (And How AI Fixes It)
A 75% on a quiz doesn't mean a student knows 75% of the material. Why standard multiple choice is broken, and how to require justification.
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EdTech Pedagogy
What Is a Socratic AI Tutor? (And Why It Won't Just Give the Answer)
Most AI chatbots hand over an answer in one message. A Socratic AI tutor is built to do the exact opposite.
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Diagnostic Data
How AI Can Catch a Student's Misconception, Not Just the Wrong Answer
"60% got it wrong" tells a teacher almost nothing useful. Here's why the pattern behind wrong answers matters more than the score.
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