The field projects and applied research we build and run, alongside short, practical thinking on institutional delivery, responsible AI and research systems.
Projects
A self-funded marine research and conservation project where the Brunswick River meets the sea at New Brighton, a daily photographic record of a small, living stretch of coast and the marine life that moves through it.
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A pocket playbook for rescue technicians. Procedure reference, force diagrams and field annotation, designed to work offline in a vehicle bay with no signal.
View case study →A multidisciplinary consortium offering independent ethical audit, certification and advisory services for AI deployment in healthcare, designed to give government agencies a credible review framework.
View case study →Practitioners have been sanctioned for filing AI-fabricated citations. Robodebt ended in a Royal Commission. The lesson isn't to avoid AI. It's that the difference between a defensible system and a disaster is engineering, not the model.
Responsible AI in research does not start with tooling. It starts with boundaries, purpose and a clear understanding of what should never be delegated.
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