This workshop explored how humans learn, remember, and problem-solve. The session delved into how generative AI can assist in scaffolding student learning, reducing cognitive load, and promoting deeper engagement through mastery-oriented activities. It also addressed potential drawbacks such as over-reliance on generative AI for procedural tasks. Attendees left the workshop with actionable approaches to supporting diverse cognitive processes that encourage student learning.