AI assessment for the AI era
Show what you know.
An AI interview that becomes the assessment. Skip the essay or pair it with one — students explain what they understand, teachers get a transcript and a grade, and the conversation is the proof.
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5 min walkthrough · Nick Sheltrown · University of Michigan
Three ways to assess.
Same engine. Different fit for different assignments. You pick which one — or mix them.
01 · The lead product
Content Assessment
Replace a paper or quiz with an AI interview. Teacher writes the questions, AI runs the conversation, student talks through what they know. Optional video proctoring keeps the answer honest.
02 · For graded work
Submission Verification
Student submits a paper as usual. AI interviews them about it afterward. The interview is the proof they understand — and wrote — what they turned in. AI-assisted writing is fine; not understanding it isn't.
03 · For major assignments
Mixed
Both at once: paper plus interview. Authorship and comprehension covered in one assessment. Best fit for capstone-style work where the depth of the writing and the depth of the understanding both matter.
What you get back is the same in all three: a transcript, an AI grade, and something concrete to discuss with the student. See the full flow →
How it works
Three steps. Same flow whether the student is writing a paper, taking a quiz, or sitting an oral exam.
Teacher sets up the assessment
Pick the mode (Content Assessment, Submission Verification, or Mixed). Author the questions and a rubric. Optional video proctoring for live interviews. 10 minutes from blank page to ready.
Student takes the interview
Adaptive AI conversation built on the rubric. Voice or text. The student explains what they know, walks through their reasoning, and demonstrates understanding live.
Teacher reviews and discusses
A transcript, an AI grade, and a per-question report — ready in minutes. Override anything, add a teacher note, then publish to the student. The transcript is something to actually talk about in office hours.
About the cheating problem.
Different mode, different answer. In Content Assessment, optional video proctoring catches reading-off-camera, coaching, or lip-sync mismatch during the live answer. In Submission Verification, the interview itself is the check — students have to actually know what's in the paper they turned in. AI-assisted writing isn't disqualifying. Not understanding what was written is.
We never auto-fail anyone. The AI flags signals; the teacher decides. Students can review every flag and respond — including watching the recorded video together with their teacher and explaining what was actually going on.
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