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Jisc National Centre for AI
Jisc National Centre for AIPragmatist

AI Detection and assessment – an update for 2025

Michael Webb reviews the current evidence on how well AI detection software actually works, reporting that unmodified AI text is usually caught but that light paraphrasing defeats most tools, and that human markers are worse at spotting it than the software is. He sets out what a marker should do instead, including treating any detection score as one piece of circumstantial evidence rather than proof. After reading it you will know what you can and cannot defensibly claim about a suspicious submission.

Task
Grading & feedback
Time
16 min
Level
beginner
Cost
Free — Nothing to pay. A free account at most.
Tools
None in particular
Published
2025-06
Voice
Michael Webb — The nearest thing to a CIO writing in public: he names specific vendor configurations to turn on or off, and says why.