A one-page accuracy / distractor / alignment / tracking gate before a generated question reaches a learner: verify the answer key against the source, confirm distractors are plausible and genuinely wrong, align each item to the learning objective and cognitive level, check for bias, and emit each item as a QTI 3.0 question and an xAPI interaction statement.
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