{"version":1,"type":"story","url":"https://digestai.news/story/australian-universities-weigh-ai-marking-risks-staff-warn-of-slop-cycl","json":"https://digestai.news/story/australian-universities-weigh-ai-marking-risks-staff-warn-of-slop-cycl.json","markdown":"https://digestai.news/story/australian-universities-weigh-ai-marking-risks-staff-warn-of-slop-cycl.md","slug":"australian-universities-weigh-ai-marking-risks-staff-warn-of-slop-cycl","headline":"Australian universities weigh AI marking risks, staff warn of 'slop-cycle'","summary":"Australian universities are divided on whether to allow academic staff to use generative AI for marking student assignments. While institutions like Western Sydney University, Deakin, and RMIT permit limited use to support efficiency, critics warn this could lead to a \"slop-cycle\" where AI-generated work is graded by AI, undermining the value of degrees. Armin Alimardani, a senior lecturer at Western Sydney University, argues that relying on AI for assessment poses an existential threat to higher education. He highlights the risk of \"verification drift,\" where overworked staff stop carefully checking AI outputs, allowing hallucinations to pass as valid feedback. This could erode student trust and lead to a decline in enrollment as the perceived value of a degree drops.\n\nOther major institutions, including the University of Sydney, Melbourne, and NSW, have drawn a firm line against using generative AI for grading, even as they allow it for other classroom tasks. Monash University stated it does not currently use AI in marking but is exploring programmatic approaches to assessment. At Queensland University of Technology, internal emails about an \"assessment uplift project\" have sparked widespread concern among staff, particularly sessional academics who rely on marking for income. Students also express strong opposition, with one QUT student stating they would not pay for a degree marked by AI, emphasizing the importance of human feedback and interaction in higher education.","keyPoints":["Western Sydney, Deakin, and RMIT allow limited AI use in marking, while Sydney, Melbourne, and NSW ban it.","Lecturer Armin Alimardani warns AI marking risks 'verification drift' and could collapse higher education value.","QUT staff express concern over 'assessment uplift project' emails, fearing job redundancy and reduced human oversight."],"whyItMatters":"This debate determines the integrity of academic credentials. If AI marking becomes widespread without robust oversight, it may devalue degrees, reduce student enrollment, and create systemic risks in how knowledge is assessed and verified in higher education.","category":{"slug":"society","name":"Society & Work","url":"https://digestai.news/category/society"},"entities":{"companies":[],"models":[],"people":["Armin Alimardani","Alex Cameron"]},"firstPublishedAt":"2026-09-27T15:00:08Z","updatedAt":"2026-09-27T15:00:08Z","sourceCount":1,"hasPrimarySource":false,"sources":[{"outlet":"The Guardian AI","title":"Academics and AI marking: a welcome aid for overworked staff or a sloppy shortcut?","url":"https://theguardian.com/australia-news/2026/sep/28/university-ai-marking-academic-overworked-staff-student-shortcut","publishedAt":"2026-09-27T15:00:08Z","type":"press","primary":false,"lead":true}],"sourceNotes":null,"discussions":[],"thread":null,"cite":{"text":"Digest AI, \"Australian universities weigh AI marking risks, staff warn of 'slop-cycle'\", 27 September 2026, https://digestai.news/story/australian-universities-weigh-ai-marking-risks-staff-warn-of-slop-cycl","publisher":"Digest AI","title":"Australian universities weigh AI marking risks, staff warn of 'slop-cycle'","datePublished":"2026-09-27T15:00:08Z","url":"https://digestai.news/story/australian-universities-weigh-ai-marking-risks-staff-warn-of-slop-cycl"},"generatedBy":"Written by Digest AI's editorial model from the linked sources; the sources are the record.","license":"Headlines, digests and key points are written by Digest AI and may be quoted with a link to the story page. Linked articles belong to their publishers. Terms: https://digestai.news/terms#reuse"}