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Review and Approve AI Drafts

Review and Approve AI Drafts

Review and Approve AI Drafts

Every AI-drafted question arrives with the evidence you need to decide quickly. You approve, edit or reject each one. Only approved questions enter the bank.

Where to find drafts

  • The Question banks shelf shows a banner and a to review count on the bank's tile.
  • The bank's own page lists its batches waiting for review.
  • Generate with AI lists every batch that still has undecided drafts.
  • In the Institutional Workspace, the Work queue lists them as AI questions.

What each draft shows

On the draft What it tells you
Type label Multiple choice, multi-select, match pairs or fill in the blanks
The answer, highlighted Multiple choice and multi-select show the correct options ticked. Match pairs show each left item beside its correct match. Fill in the blanks list every accepted answer for each blank
Why The explanation that students see after answering
From your material The passage from your files or notes that proves the answer, for batches drafted from material
Language, in the header The language the batch was written in and why, for example Hindi (detected from your material)
Grey information chips Points worth a look, such as an answer that is noticeably longer than the others, a NOT/EXCEPT question, a quote that could not be found in your material, or a draft not written in the batch language
Red chips A structural problem, such as an empty or repeated option. The draft cannot be approved until you fix it
AI check badge The verdict of a second, independent AI model. See below

The top of the page counts drafts, pending, approved and rejected ones, and lists any candidates that were set aside before reaching you, with the reason for each.

The AI check

Click Run AI check on a draft, or Run AI check on N unchecked to check every pending draft. A second AI model reviews each question:

Verdict Meaning
OK The stored answer is correct and the only defensible one, and the explanation agrees
WRONG_ANSWER Part of the stored answer is wrong: another option, a missing or extra multi-select letter, or a wrong pairing. The reviewer's suggestion is shown
MULTIPLE_CORRECT More than one answer could be defended. For fill in the blanks, a correct answer a student would write is not accepted, and the reason names it
NO_VALID_OPTION None of the options is correct, or a blank cannot be filled with confidence
INCONSISTENT The explanation does not support the stored answer
NOT_IN_SOURCE Your material does not support the stored answer

Editing a draft clears its verdict, so run the check again after you change it.

Approve, edit or reject

  • Approve adds the question to the bank under the batch's bank and section, tagged ai-generated, with you as its creator.
  • Edit opens the draft inline, then Save draft. You can change the stem, explanation, section, difficulty and tags, plus the answer in the same format as the bank's own Add question form:
  • Multiple choice: type the four options and tick the correct one.
  • Multi-select: one option per line, and the correct letters as A,C.
  • Match pairs: left and right items one per line, and the mapping as 0=2,1=0,2=1, counting from 0.
  • Fill in the blanks: mark each blank with ___ and list answers as carbon dioxide, CO2 | oxygen, with | between blanks and commas between alternatives.
  • Reject discards the draft.
  • Approve all that passed approves every pending draft whose AI check came back OK.
  • Approve selected and Reject selected act on the drafts you tick. If your selection includes drafts that have not passed the AI check, you are asked to confirm.
  • Close review discards whatever is still undecided.

If a question with the same wording reached the bank after the batch was drafted, for example from a colleague's import, approval skips that draft and tells you.

A batch closes by itself when every draft has been decided.

Check the answer spread

When a batch has eight or more multiple-choice questions, the page warns if one letter holds more than half of the correct answers, or if a letter is never used. A student clicking the same letter every time should never score well. Edit a few answers to other positions and the warning clears.