Learning Environments as Living Labs
Physical infrastructure transformed into programmable student inquiry sandboxes
Geographic Dispersion & Concentration
Demo records currently span Japan, United States, Kenya. These locations illustrate how geographic dispersion could be inspected once the Radar is populated with verified records.
Educational Impact Hypothesis
Demonstration hypothesis: authentic infrastructure could connect STEM concepts with real-world ecological feedback and student inquiry.
Signals Formulating this Hypothesis (3)
Click to open full innovation profileCampus as an AI Sandbox: Open-Source Smart Building Infrastructure for Agentic AI Education
An open-source, five-layer smart-building platform turns campus infrastructure such as lighting, HVAC, elevators and energy systems into a student-modifiable environment for project-based agentic AI learning.
Mission-Based AI Skills Studio (Artifact-Centric)
Learners tackle scoped, multi-stage workplace simulations with contemporary AI tooling, evaluated solely on verifiable artifacts and rationales rather than multiple-choice comprehension.
Offline-First Solar Mesh Classroom Assistant
A ruggedized micro-server running compact language models powered by mini solar panels, broadcasting local Wi-Fi curriculum caches and voice tutoring to remote classrooms without internet access.