Students
3-level Socratic hints anchored to live lab state. Never hands over the graded answer.
Profe Sim guides learners in the lab, drafts teacher materials, and builds evidence. The simulator grades; the teacher approves.
One Profe Sim, three clear roles.
3-level Socratic hints anchored to live lab state. Never hands over the graded answer.
Lesson copilot, fault practices (?cx / ?seed), report drafts — always with your confirmation.
RA evidence PDFs with the simulator’s deterministic score, class alerts, and cost caps.
Aula S-demo — 12 alumnos (S1…S12). 8/12 con al menos un acierto en CNC. Alertas: S3 y S7 sin progreso en 7 días. Rúbrica: pass/fail del simulador, no del LLM.
Anonymous: 5 messages/day per device and IP. Classroom learner: 20/day. Teacher tools without licence: 3 generations/month. Licence or pilot: generous fair use with a per-school cap. When the free quota is used up: school licence or 14-day pilot.