Demo Access

Video-grounded assessment workspace

Start the student pilot study or sign in to the blinded expert evaluation queue.

Student pilot study

Start the anonymous study flow with a short background questionnaire, one assigned lecture, MCQs, evidence, and tutor ratings.

Open anonymous pilot

Evaluator view

Review queued MCQs, source evidence, cognitive demand, and explanations.

Sign in

Evaluators use their assigned ID and password.