Tootfinder

> Our conclusion is clear: AI is promising for quality assurance and marker training, but for the moment it’s nowhere near ready to take over high stakes marking.
https://ofqual.blog.gov.uk/2026/01/14/using-ai-in-mar…

Using AI in marking: why technical capability, fairness, and transparency all matter
Ofqual has published new research exploring artificial intelligence’s potential role in marking, as well as its current capabilities and constraints. Rather than providing definitive answers, the published working paper offers an overview of the topic, shares our current thinking, highlights …