Validators - Discourses on Learning in Education

Validators (Vivienne Ming, 2020s) – AI users who form an answer first, then use AI to confirm it by cherry-picking supporting evidence. AI reinforces their Validators’, often making their work worse than either human or AI alone.

Please cite this article as:
Davis, B., & Francis, K. (2026). “Validators” in Discourses on Learning in Education. https://learningdiscourses.com.

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