The PHAWM project, with Stirling’s contribution coming from Leonardo Bezerra, Sandy Brownlee, and Penny Johnston, reached a major milestone this week with the launch of the PHAWM workbench and methology for paticipatory auditing of AI systems. Penny in particular has put in a huge amount of work to the workbench implementation. This has been broadly covered in the media, with a few articles linked below. You can find out more about the project on the link above.
https://futurescot.com/glasgow-researchers-develop-ai-safety-and-trustworthiness-tool/
https://www.digit.fyi/glasgow-uni-launches-free-tool-to-make-ai-more-trustworthy
https://www.computing.co.uk/news/2026/ai/uk-researchers-launch-ai-audit-tool-for-non-experts
https://techxplore.com/news/2026-02-free-tool-ai-safer-trustworthy.html
https://www.strath.ac.uk/whystrathclyde/news/2026/freetoollaunchedtomakeaisaferandmoretrustworthy