Higher Ed

Policy Toolkit for Universities: Require Uncertainty, Audit Trails, and Pedagogical Evidence from AI Tutors

A practical university policy template for AI tutors: require uncertainty, audit logs, learning evidence, and remediation plans.

J

Jordan Ellis

2026-05-29

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