Machine learning
Alternative labels
Neural network modelling
Artificial neural networks
Deep learning
Large language model (LLM)
Submission
Submission to the Inquiry into the Digital Transformation of Workplaces
The House of Representatives Standing Committee on Employment, Education and Training inquiring into the rapid development and uptake of automated decision-making and machine learning techniques in the workplace. This submission takes a bigger picture perspective of technological change within organisations that rises above these current concerns.
Submission
Submission to the Inquiry into the Digital Transformation for Workplaces
This paper argues that decisions made regarding the deployment of Generative AI technology in workplaces will fundamentally change how we work, produce, create and collaborate, and that it is time to act to ensure a safe, inclusive and productive technology deployment.
Report
Artificial intelligence foundation models: industry enablement, productivity growth, policy levers and sovereign capability considerations for Australia
This report helps frame the issues and alert Australian industry, community and government to the opportunities and risks associated with artificial intelligence (AI) foundation models.
Journal article
The end of the policy analyst? Testing the capability of artificial intelligence to generate plausible, persuasive, and useful policy analysis
This article documents the findings from an experiment that tested whether contemporary natural language processing (NLP) technology is capable of producing public policy-relevant briefing notes that expert evaluators judge to be useful.
Report
Automated decision-making in New South Wales: mapping and analysis of the use of ADM systems by state and local governments
The NSW public has limited visibility over when and how automated decision-making (ADM) systems are being used to support or replace the work of NSW public servants in making decisions. To address this knowledge gap, the NSW Ombudsman initiated this mapping and analysis of ADM use across NSW state government departments and agencies, and local...