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Reusable systems, illustration notes, and public artifacts from the lab.

How Might We Learn?Andy Matuschak explores how artificial intelligence can bridge implicit project-based learning with explicit cognitive scaffolding, demonstrating concept scenarios of context-aware reading, ambient spaced practice, and authentic community participation.55 min interactive talkAndy Matuschak standing at a podium mid-gesture, arms open, in a wood-panelled lecture roomMalleable Media and AI-Driven Interface InventionThis talk explores how combining composable software architectures with AI coding agents can break down monolithic app silos and liberate user interface invention. Through live demonstrations of deeply extensible text editors and active reading environments, the speakers show how declarative facet systems allow non-programmers to prototype complex dynamic media without gatekeepers, while examining the cognitive costs and educational mindset shifts needed for future interface design.46 min interactive talkAndy Matuschak at a lectern with a laptop, a blank projection screen behind him, audience seated in the foreground