AI in education shouldn't scale passive videos — the case for dynamic, constructivist learning

anselm · x · 2026-09-26

Responding to claims that the new model "just fixed educational content," jarredgeller argues that using AI to mass-produce passive video content repeats pedagogically ineffective approaches. Explanations alone are insufficient; when kids are stuck, rewatching harder doesn't help.

He sees AI's real opportunity in dynamic, interactive learning: a back-and-forth where children actively construct knowledge through experimentation and discovery, with content and pacing adjusted to their ability in real time. Video can support this, but verbal explanations — especially in math — tend to wash over kids.

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