Adaptive Learning: Personalization at Scale
Begin with brief diagnostics that route learners to the right difficulty. Skip what they already know and spotlight meaningful gaps. This humane approach honors expertise and boosts motivation. How would you design your ideal diagnostic—short quiz, scenario, or simulation?
Adaptive Learning: Personalization at Scale
As learners progress, the system adjusts sequencing, scaffolding, and feedback depth. Strugglers receive extra examples; confident learners face richer challenges. Comment with a time when adaptive branching truly changed outcomes on your team.