AI support for learning paths
AI + Education · Exploring · 2026
How can AI help students plan without making the process feel automatic or shallow?
- route planning
- feedback loops
- student agency
Research
Questions, notes, directions.
Evidence-centered portfolios
Product + UX · Building · 2026
What makes a project page feel credible quickly?
- case studies
- proof
- process
Visual interfaces for abstract ideas
Design · Collecting · 2026
When do visuals make technical concepts easier to remember?
- diagramming
- motion
- storytelling