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Avid AI

Human-in-the-loop answer evaluation

Human-in-the-loop means AI may suggest; a person and an institution remain responsible for recorded marks. That is a policy choice, not a slogan.

Direct answer

Human-in-the-loop evaluation means the recorded mark is approved by an examiner (and institutional rules), even if software proposed a number. If the model can lock a result the examiner never saw, you do not have a human in the loop.

How it works

Show the suggestion, show a reason, require review or an explicit policy for unattended modes, and log what happened. Universities that enable broader AI runs still need a governance document — software cannot invent one.

Key considerations

  • Unattended full-AI modes, if offered, are a policy risk and must be described honestly.
  • Students deserve a process that can be explained in a grievance cell.

Avid’s approach

Avid AI Professor provides suggested marks and reasoning; final marks remain subject to institutional/examiner review and approval. Details: Avid AI Professor, platform: Avid OSM.