Maestro: Designing a System for Real-Time Orchestration of 3D Modeling Workshops
summary
Maestro is a real-time orchestration dashboard that listens to Tinkercad command logs and visualizes three timelines (object edits, 3D navigation, undo/erase) for each student, with heuristics that trigger follow-along detection, 3D navigation reminder, thumbs-up encouragements and a point-to intervention. The system is built and tested in a workshop with 13 children and one facilitator; follow-along mode correctly flags many synchronized steps but misses cases when students act before the instructor, facilitators report it extends reach and helps pacing but adds cognitive load.
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chapters (6)
- 0:00Introduction and motivation
- 3:20System design goals
- 5:08How Maestro works
- 8:41Evaluation and findings
- 15:55Future directions and conclusion
- 17:01Q&A session
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