"The biggest danger of generative AI in education is passive consumption. When interfaces are designed for mindless scrolling, cognitive fatigue sets in and understanding drops."
1. Transparent Checkpoints and Active Inputs
Instead of streaming full multi-paragraph responses at once, the system should pause after key derivation milestones, requiring the student to choose the next logical deduction.
This keeps attention focused and turns passive observation into active participation.
2. Evidence Before Adjectives
Every AI assertion must reference verifiable textbook formulas, NCERT section markers, or peer-reviewed laws rather than presenting unverified claims as absolute facts.
Designing educational AI with human-in-the-loop agency ensures that technology enhances human intellect rather than replacing critical thinking.