Keep the Thinking with the Learner

Examine when digital tools and AI scaffold learning, when they outsource it, and how to protect the cognitive work that actually matters.

• Name the thinking before the tool — Identify the cognitive work the learner should own before deciding what technology should help with.
• Support or outsource? — Distinguish scaffolds that strengthen learner capability from automation that substitutes for it.
• Protect productive friction — Decide which difficulties technology should remove and which difficulties learners need to experience.
• Make the thinking visible — Design technology-rich tasks so reasoning, process and revision remain visible rather than hidden behind polished outputs.
• Design the guardrails — Turn cognitive ownership into practical classroom routines, permissions and task design.