live expert clinic
Design AI Assessments That Measure Learning, Not Prompt Tricks
A demand-pooled clinic for instructors building authentic AI-era assessment evidence, accessibility, human review, and transparent AI-use boundaries.
AI assessmentacademic integrityevidence-centered design
Reusable learning artifact
Publish a reviewed assessment design canvas, source ledger, accessibility checklist, and anonymized question map after the clinic.
Privacy contract
Efibb shows the scholar clustered demand, not a public list of learner identities. Questions can be rejected when they expose personal information, secrets, or assessment abuse.