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
Short explanations of the questions shaping my work, written for researchers, professionals and decision-makers.
A reflection on graduating from JCU Brisbane with two postgraduate degrees and delivering the Graduate Address for the Class of 2026.
Watch and read the reflectionA developing set of questions about data quality, human judgement, assurance and responsibility when AI supports non-financial reporting.
Long-form note in developmentA practical governance question for boards and finance teams: technology can change the process, but it does not remove responsibility.
Long-form note in developmentA visual communication project examining who pays when research is locked, and how equitable open access can widen participation.
View the projectPublication approach
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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