Synap founder Dr James Gupta argues that institutions should meet AI-era integrity challenges with proportionate, risk-based security rather than either invasive monitoring or a return to paper exams. He suggests stratifying controls by stakes, adopting dedicated exam infrastructure separate from general learning management systems, and maintaining clear audit trails so assessments can be defended if challenged. The article, closely related to Gupta's FE News piece on the same theme, restates Synap's case that governance and infrastructure must evolve as fast as student AI use.
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- /Maintaining Assessment Integrity in the Age of AI
OpinionThe AI Journal · April 2026
Maintaining Assessment Integrity in the Age of AI
A risk-based path between blanket surveillance and a retreat to paper exams for AI-era assessment.
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