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Ms Goolam works for the Ministry of Tertiary Education (MTE). Ms Goolam is highly qualified with
an MA in Sociology from the elite Oxlade University. Her designation is “Senior Executive
Research Specialist” and her annual salary is just over 2.8 million. She conducts research and
writes reports for the MHE about trends and conduct within higher education institutions (HEIs).
The reports are submitted to the House Committee on Tertiary Education (HCTE). Ms Goolam
submits a report entitled “Justified by a Shortage of Skills: The Over-Representation of Foreign
Academic Employees at the Free Lands University (FLU)”.
During a live broadcast of the HCTE proceedings, a HCTE member, Mr Lampert asks the Minister
about the sources cited in the report. Mr Lampert explains that the report lists and cites a total of
eleven publications about critical skills shortages within the country’s HEIs but the sources
themselves do not exist. Mr Lampert questions the Minister if the report was drafted with the
assistance of Generative Artificial Intelligence (GenAI). The Minister states that the Senior
Executive Research Specialist drafted the report. He further explains that the MTE workplace rules
prohibit the use of unapproved tools to perform work-related tasks. AI is one such unapproved
tool. However, The Minister is unable to confirm if the report was drafted using GenAI. He
promises that the MTE will conduct an investigation into the matter and report on the outcome.
Following the investigation which involved forensics linguists and digital forensics specialists, the
resultant Investigation Report establishes that the Ms Goolam’s report was partially (about 35%)
generated using GenAI. Although Ms Goolam substantially edited the language, “the essence of
the report was largely baseless information made up by GenAI”. The core claims about skills
shortages within HEIs were accordingly generated by GenAI, including the fictional sources. In her
defence, Ms Goolam claimed during the investigation that she was experiencing depression and
bullying and had not received support from the MTE. She also alleged that she is expected to work
47 hours per week and that this was “just too much work and doubtlessly
1.1 Mr Lampert: “Counsel, can you please explain to me what the employment law
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