AI in Education

testing tail

There’s a well-documented phenomenon in education: when stakes attach to test scores, curriculum narrows. Schools teach to the test. Subject areas not on the test—arts, social studies, sciences beyond what’s assessed—lose instructional time. Teachers focus on measurable skills. Deeper, messier, less-testable forms of learning get compressed. This is old news. What’s new is the feedback […]

The Testing Tail Wags the Learning Dog: What We Know About Curriculum Narrowing in the AI Era Read Post »

Memory Augmentation as a Learning Tool

Memory Augmentation as a Learning Tool Futures of Learning · Issue 04 Memory Augmentation as a Learning Tool Spatial computing, AR overlays, and ambient AI are beginning to blur the line between remembering and looking up. What does this do to how we define — and develop — mastery? Saif Ullah Khalid  ·  saifullahkhalid.com  ·  […]

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The Emotional Surveillance Problem EdTech Ethics · Surveillance June 2026 The Emotional Surveillance Problem AI tools that read student affect in real time are being marketed to educators as engagement solutions. The pedagogy case is weak. The privacy case is alarming. The equity implications are largely ignored. Saif Ullah Khalid  ·  saifullahkhalid.com Somewhere in a […]

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  Futures of Learning  ·  EdTech Analysis The End of the Syllabus What happens when artificial intelligence builds every student’s curriculum in real time — and who decides what gets learned? Saif Ullah Khalid ·  saifullahkhalid.com  ·  June 2026 For centuries, the syllabus has been education’s quiet contract. It tells students what they will learn, […]

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EdTech Analysis  ·  Higher Education  ·  AI in Learning Assessment & AI AI Grading Tools:Efficiency Gainor Pedagogical Retreat? Automated assessment promises to free teachers from grading’s burden. But when machines evaluate what only humans should judge, something essential disappears — and students notice. ? 9 min read? EdTech? Higher Education “A grade is a summary […]

AI Grading Tools: Efficiency Gain or Pedagogical Retreat? Read Post »

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