Session by session
- Session 56 · Ask & understandWeek 28
Why models degrade in a new room
Evidence: a question, sketch or new vocabulary
- Session 57 · Build & designWeek 29
Summarise the training-data feature ranges
Evidence: a design draft, dataset or build
- Session 58 · ImplementWeek 29
Compare live features with those ranges
Evidence: a working version, explained once
- Session 59 · Test & improveWeek 30
Plant three shifts and one normal session
Evidence: a test log with at least one failure
- Session 60 · Explain & reflectWeek 30
Write a retraining and rollback rule
Evidence: an individual explanation
- P08 build
- logged features
- local Python
- manual override switch
Three planted shifts trigger manual fallback; a matched session does not.
A laptop model sends named commands only after bench tests, with a simulator as fallback.
Completion needs the artefact, an honest test log, an individual explanation and no open safety or privacy issue.
Projects in the same block
- RoboticsG12-P09
Sensor Placement and Enclosure Study
A sensor mounting and enclosure that improve trigger reliability, backed by before-and-after data.
Sessions 41-45Innovation only - RoboticsG12-P10
Fault Injection and Recovery
A failure-mode table for the smart room, proven by injected faults that each end in a safe, logged state.
Sessions 46-50Innovation only - AIG12-P11
Verified AI Code Review
A log of AI-suggested code changes, each kept only after it passes the tests, with every rejection explained.
Sessions 51-55Innovation only - IntegratedG12-P12
Drift-Aware Room Controller
A room controller that spots when live input drifts from its training data and falls back to manual mode.
Sessions 56-60Innovation only
For school leadersChoose a starting point.
Build from evidence.
Pick the classes and a plan. We map the timetable, kit and safety checks with you, then pilot one class first.
- Prospectus and class-wise plan
- Kit and readiness check
- Pilot one class first
- Evidence at every milestone
Let's plan your pilot.
Share a few details and we will send the right plan for your classes.