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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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Report

Predicting high-harm offending using machine learning: an application to outlaw motorcycle gangs


The nature of offending by outlaw motorcycle gangs (OMCGs), and policing responses, requires a novel approach to risk assessment. This study uses machine learning methods to develop a risk assessment tool to predict recorded high-harm offending. Results are compared with those of a model predicting any recorded offending.
Position paper

Autonomous weapons systems: New Zealand policy position and approach for international engagement


This document seeks Cabinet agreement on New Zealand's policy position on autonomous weapons systems.
Report

The new machinery of government: using machine technology in administrative decision-making


The NSW Government’s first digital strategy spoke of the need for government to be ‘digital by design’ and ‘digital by default'. This report is about the shift toward machine technologies, a term used for the broad range of digital and data enabled systems and processes that are, or might in future, be used to guide...
Report

Facial recognition technology: responsible use principles and the legislative landscape


The rapid development of facial recognition technology requires an exploration of how to use it responsibly, complemented in this report by an overview of the current legislative landscape in the United States.
Report

Facing the risk


Thanks to a decade of rapid progress in the field of computer vision, facial recognition technology (FRT) has become a commercial product available to almost any government or business in the world. This report examines how operators and policymakers can craft an appropriate and tailored governance framework that considers the full spectrum of potential impacts.