pedagogy

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 »

Synthetic Teachers

Synthetic Teachers Not AI as classroom assistant. Not AI as tutoring supplement. AI as the primary instructor — holding authority, building rapport, and teaching a generation of students who may never know the difference. The question has been asked quietly, in faculty meetings and think pieces, for a decade: could an AI replace a teacher? […]

Synthetic Teachers Read Post »

Gemini Generated Image bt4lzgbt4lzgbt4l(1)

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 […]

The Emotional Surveillance Problem Read Post »

Gemini Generated Image pgucq1pgucq1pguc clean

  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, […]

The End of the Syllabus — AI-built real-time curricula Read Post »

the lms trap

The LMS Trap: Why Institutions Spend Millions on Learning Platforms and Get Mediocre Results Every few years, a university or school district announces a major investment in a new learning management system. There are demos, committee approvals, migration timelines, and professional development sessions. Administrators speak about transformation. Teachers are trained. Students are onboarded. And then, […]

The LMS Trap Read Post »

Scroll to Top