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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
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APO URI

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Report

From concentrated vulnerability to distributed lethality — or how to get more maritime bang for the buck with our offshore patrol vessels


This report proposes a way for the Australian government to acquire maritime war-fighting capability quickly and affordably while promoting Australian industry and the continuous Naval Shipbuilding Program.
Briefing paper

Facial recognition technology: snapshot paper


This paper distinguishes between proven fact and speculation, and illustrates how facial recognition technology (FRT) can have markedly different implications for society depending on the type of system and the reasons for its use.
Report

Weaponised deep fakes: national security and democracy


A deep fake is a digital forgery created through deep learning (a subset of AI). Deep fakes can create entirely new content or manipulate existing content, including video, images, audio and text. This paper argues that policymakers face a narrowing window of opportunity to minimise the consequences of weaponised deep fakes.
Guide

Automated decision-making: better practice guide


Technological advances have made it easier for agencies to make automated decisions. However, it is well recognised that automated systems have the potential to significantly impact the rights and privacy of individuals.
Report

Government by algorithm: artificial intelligence in federal administrative agencies


Artificial intelligence (AI) promises to transform how government agencies do their work. This report offers three perspectives of federal agency use of AI.