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Machine learning

Alternative labels
Neural network modelling
Artificial neural networks
Deep learning
Large language model (LLM)
Subject Hierarchy
Current term
Machine learning
Permalinks
APO URI

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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

Jenny Van Der Arend, Scarlet Wilcock

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...