Moldova's Mandatory AI-Use Disclosure Framework for University Theses and Coursework
Moldova
In June 2026 Moldova approved a national framework requiring university students to disclose AI use in theses and coursework, with …
Guyana · Georgetown · See the Guyana profile · See the Georgetown profile
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Guyana's national university requires students to disclose generative-AI use, grades AI-assisted and unassisted work on different rubrics, and flags its own Turnitin AI-detector as unreliable rather than treating it as proof of cheating.
Effective August 2023, the University of Guyana adopted a formal AI in Education Policy applied campus-wide and reviewed every six months by an AI Working Group led by Dr. Morris-Martin, drawing volunteers from the Faculty of Education and Humanities and the Inclusion Unit.
The policy requires students to disclose generative-AI use and grades AI-assisted and unassisted work on different rubrics, while explicitly guarding against over-reliance on unreliable AI-detection tools.
The policy's own example rubric grades work differently depending on whether generative AI assisted it -- e.g. Argument scored 5/8, Discussion 10/12, Citation 5/7 for AI-assisted versus unassisted submissions. Students must sign a clause permitting the university to analyse their work with plagiarism and AI-detection tools, and the policy recommends that at least 30% of a programme's assessments carry full identity-verified components, such as proctored exams or presentations. It also includes accommodations letting students with disabilities use assistive AI tools.
The policy explicitly warns that Turnitin's AI-detection plug-in is 'not 100% reliable,' citing a 25% failure/false-positive rate drawn from its own cited sources, and states it should not be the sole grounds for an academic-misconduct finding. The policy's real-world operation is independently corroborated by a March 2025 peer-reviewed case study (Bissessar, Equity in Education & Society, SAGE) surveying University of Guyana graduate students' generative-AI use and plagiarism perceptions.
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Moldova
In June 2026 Moldova approved a national framework requiring university students to disclose AI use in theses and coursework, with …
Costa Rica
Costa Rica's UNED became the country's first public university to adopt an institutional AI policy, grounded in a CINED survey …
Brunei
Brunei's Ministry of Education ran nationwide workshops (318 school leaders and teachers, 2024) to disseminate an AI-use toolkit adapted from …
Papua New Guinea
Divine Word University in Madang, Papua New Guinea partnered with the University of Melbourne to run a three-day AI-in-higher-education workshop …
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