LearnShift AI

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Learner accounts get a new profile. Educators get immediate dashboard access.

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JWT demo account

Set up your adaptive learning workspace

Register as a learner to generate a fresh profile, or join as an educator to inspect learner progress and alerts.

Authentication stays local to the prototype API.

Learners are routed into diagnostics before their dashboard.