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, …
United States of America · New Haven · See the United States of America profile
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A Yale MBA student was suspended for a year after GPTZero flagged his no-internet exam as AI-written; his federal lawsuit alleges national-origin discrimination and due-process violations, becoming a cautionary test case for AI-detector-based discipline.
In June 2024, a teaching assistant in Yale School of Management's 'Sourcing and Managing Funds' course flagged the open-book, no-internet final exam of MBA student Thierry Rignol, a French national, as likely AI-written, citing 'unusually long and elaborate' formatting and 'near-perfect punctuation and grammar.' The instructor ran portions of the answers through the AI-detection tool GPTZero to support the suspicion.
Yale's Honor Committee found Rignol liable both for the original AI-use allegation and for 'not being forthcoming' during the investigation, imposing a one-year suspension from the Executive MBA programme and a failing grade in the course.
In February 2025, Rignol filed a federal lawsuit against Yale and five named officials, alleging national-origin discrimination under the Civil Rights Act, due-process violations, coercive investigative tactics, breach of contract, and defamation, and claiming one dean suggested he could face deportation. Yale's own materials acknowledge that no AI-detection tool can establish AI use with certainty. A judge denied Rignol's request for a preliminary injunction, and litigation continued into 2026 with a jury trial sought.
The case has become a widely cited cautionary example of the legal and equity risks of disciplining students based on unreliable AI-detection tools, echoing findings elsewhere — including a 2025 U.S. Federal Trade Commission action against an AI-detector vendor whose advertised '98% accuracy' was found to perform near chance — that have led several universities to disable AI-detection software altogether.
Read the full analysis: https://yaledailynews.com/articles/som-student-sues-yale-alleges-wrongful-suspension-over-ai-use
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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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