University of Sydney 'two-lane' assessment for the AI era
Australia
Instead of an unwinnable AI-detection arms race, Sydney redesigned assessment into two lanes — secure in-person assessment of core capability, …
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After Brown University economics professor Roberto Serrano moved a midterm to a take-home format, grades spiked implausibly — 40 of 86 students scored a perfect mark — exposing how easily generative AI evades detection on remote assessments.
In spring 2026, Brown University economics professor Roberto Serrano moved the midterm exam for course ECON 1170 to a take-home, online format, after enrolment jumped to 86 students from a previous record of 30. The take-home midterm average came out at 96, far above the typical 65–80 range for prior in-person versions, with 40 of the 86 students scoring a perfect mark and many answers showing the hallmarks of ChatGPT-style output.
Serrano said he suspected at least 50 students of using generative AI on the exam, and that the university was slow to open a formal investigation until the case drew public attention. When he reverted the final exam to an in-person, closed-book format, only 59 of the enrolled students sat it and the class average dropped to 48.6 — a contrast independent journalists have treated as strong circumstantial evidence of undetected AI-assisted cheating on the take-home version. Brown has not published its own official statistics; the figures come from the professor's account as corroborated by multiple news outlets.
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Australia
Instead of an unwinnable AI-detection arms race, Sydney redesigned assessment into two lanes — secure in-person assessment of core capability, …
Hong Kong
In June 2023 HKU's Senate named GenAI a "fifth literacy" and gave every student and staff member free ChatGPT-class access. …
Vietnam
British University Vietnam piloted the AI Assessment Scale, a 5-level framework for permitted GenAI use in coursework; the peer-reviewed evaluation …
South Africa
Facing evidence that AI-text detectors misclassify non-native English writing, South Africa's UCT, Stellenbosch, UFS and Wits disabled Turnitin's AI detector …
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