QLM closed-loop product demo
Watch QLM close the loop.
Create. Play. Stress-test. Profile. Prove. Train.
Pick a path. Create one connected class. Open the real product screens.
Demo arc
StudioPlayArenaInterveneProof
🤖Robotics WorkcellPrecision handling
Checking TeacherOS session
Precision handling: assignment conversion, V10 mission, sensor trust confused with physical safety, evidence packet, intervention, TeachProof.
Start connected run first. TeacherOS needs the connected class.
Pick a path
Six simulations. Same evidence loop.
Current product screen · 1
QLM Studio: Teacher converts the assignment
Start with a real AI-vulnerable assignment. Robotics Workcell.
Studio opens with a real AI-vulnerable Robotics Engineering assignment. The teacher can edit the prompt, objectives, course, grade level, and classroom context before launch.
Demo action
Click Convert, review the generated simulation, then click Deploy and get links.
Assignment
Precision Handling: Fragile Payload Commissioning. AI-vulnerable.
Evidence
Learning Evidence Record: predicted, tested, explained, revised, defended, transferred.
Intervention
Repair: separating model confidence from physical safety margins.