Research notebook
AI and sustainability reporting: questions worth asking
A developing set of questions about data quality, human judgement, assurance and responsibility when AI supports non-financial reporting.
Long-form note in developmentNotes and ideas
Research in plain language.
Short explanations of the questions shaping my work, written for researchers, professionals and decision-makers.
Governance
Who remains accountable when reporting is AI-assisted?
A practical governance question for boards and finance teams: technology can change the process, but it does not remove responsibility.
Long-form note in developmentOpen access
The cost of knowledge
A visual communication project examining who pays when research is locked, and how equitable open access can widen participation.
Long-form note in developmentPublication approach
Findings will appear here when they are ready to share.
This page distinguishes early thinking from reviewed research outputs. Formal publications, presentations and datasets will be added with complete citations.
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I am interested in conversations that connect academic research with the reporting, governance and technology questions organisations are facing now.
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