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January 14, 20268 min read

Why Video Learning Fails

An evidence-based look at why digitizing classroom content into video fails students and institutions — and what actually works instead.

  • Education
  • Research
  • Presentation

Most institutions treat "digitizing a course" as swapping a live classroom for a recorded video. The data says that trade is far more costly than it looks.

The full analysis above walks through the completion crisis, the illusion of understanding, cognitive overload research, and a risk-opportunity matrix for where video actually earns its place in a curriculum.