Evaluation
Resilience by design: lessons on inclusive AI capabilities from the Australian Red Cross community climate adaptation pilot
This evaluation assesses a pilot project where the Australian Red Cross and the Victorian Dargo community co-designed a preparedness platform using local knowledge, open data and artificial intelligence. It showcases how ethical, inclusive technology development can empower communities against climate risk, while highlighting challenges and innovations in co-designing disaster resilience tools with local stakeholders.
Report
Towards resilient communities: data capability and resource mapping for disaster preparedness
For this project, the research team based in the ARC Centre of Excellence for Automated Decision Making and Society (ADM+S) worked in collaboration with experienced members of Australian Red Cross to better understand the challenges and potential of data-driven decision-making for community disaster resilience.
Case study
AI governance in the smart city: a case study of garbage truck mounted machine vision for roadside maintenance
This report presents an AI governance framework co-designed through a collaborative and consultative process involving a team of experts in AI, legal, regulatory compliance, and data ethics practices. While the report responds to a specific use case, it can also guide the deployment of AI in local government operations as they develop through smart city...
Report
Pre-sentence reports for Aboriginal and Torres Strait Islander people: an analysis of language and sentiment
Pre-sentence reports (PSRs) provide information to courts on an individual’s background, circumstances, risks, needs and plans. This study describes the language and sentiment in these reports. The authors studied PSRs written for Aboriginal and/or Torres Strait Islander people sentenced by the mainstream County Court of Victoria and the Koori Court Division of the County Court...
Report
Mapping community resources for disaster preparedness: humanitarian data capability and automated futures
This report details the rationale, background research and design for a platform to help local communities map resources for disaster preparedness. It sets out a first step in improving community data capability through resource mapping to enhance humanitarian action before disaster events occur.