01
Instructor dashboard
Runs the scenario, controls pace, and sees live submissions from every role.
How it works
A live room, shared roles, and a system people can actually feel.
02
Student phones
No app download. Each participant sees only their role and constrained task.
03
Role-based view
Each role has a private context window, a mandate, and a constrained set of choices.
Room flow
The room produces an answer together.
01
Introduce the scenario
Frame the use case, the stakes, and the roles in the room.
02
Assign the system roles
Participants join on their phones and see only the information tied to their role.
03
Reveal the output live
The room produces an answer together, with constraints, blind spots, and review points made visible.
04
Debrief the behavior
The facilitator connects what happened in the room to workflow design, trust, and AI adoption.
Why it works
The educational value is in the structure, not the explanation.
- Makes hidden system roles visible
- Slows AI behavior down enough to inspect it
- Gives participants a shared mental model for discussion
- Connects technical behavior to workflow design