CONTROL TUTOR
Measure.
Decide.
Control.
Stabilize.
School of Automation & Control
A normal web application is not a deterministic real-time controller. Safety-critical control belongs on validated microcontrollers, PLCs, real-time controllers, embedded computers, or dedicated control hardware.
Control Tutor
Welcome to Control Tutor.
Measure. Decide. Control. Stabilize.
Ask for an explanation, a guided example, a quiz, help with an exercise or lab, a source check, or a challenge to your assumptions.
ASK ANOTHER TUTOR
Invite the right disciplinary perspective.
IMPLEMENTATION STATUS
Capabilities are labeled honestly.
Nine specialized tutor interfaces, shared modes, specialty boundaries, honest source display, D1-backed answer reporting, confidence-aware routing, interdisciplinary referrals, responsive layout, server-side authorization, and administrator access.
School context and approved foundational guidance are configured. Complete course, class, lab, and Library retrieval expands as each curriculum source is indexed and approved.
Generated answers require a securely configured AI model credential. Current regulations, software versions, hardware specifications, and other changing facts require authoritative retrieval integrations.
The site does not claim autonomous multi-agent orchestration, automatic Academy Library retrieval, private cross-device learning memory, or safety-critical real-time control.