ARC Centre of Excellence for Automated Decision-Making and Society. The ARC CoE for Automated Decision-Making and Society aims to create the knowledge and strategies necessary for responsible, ethical, and inclusive automated decision-making (ADM). ADM applies new technologies from machine learning to blockchains across a wide range of social sectors; it carries great potential and risks serious failures. The Centre combines social and technological disciplines in an international industry, rese ....ARC Centre of Excellence for Automated Decision-Making and Society. The ARC CoE for Automated Decision-Making and Society aims to create the knowledge and strategies necessary for responsible, ethical, and inclusive automated decision-making (ADM). ADM applies new technologies from machine learning to blockchains across a wide range of social sectors; it carries great potential and risks serious failures. The Centre combines social and technological disciplines in an international industry, research and civil society network. It will formulate world-leading policy and practice; inform public debate; and train a new generation of researchers and practitioners. Expected benefits include reduced risks and improved outcomes in the priority domains of news and media, transport, social services and health.Read moreRead less
Socially Responsible Insurance in the Age of Artificial Intelligence. This project aims to discover the social costs and benefits of using Artificial Intelligence in insurance, and to design practical interventions—responsible design workshops, practical guidance, regulatory proposals, new algorithmic tools—that realise the benefits while mitigating the costs. It expects to generate new knowledge drawing on philosophy, law and sociology, working closely with practitioners at the forefront of dep ....Socially Responsible Insurance in the Age of Artificial Intelligence. This project aims to discover the social costs and benefits of using Artificial Intelligence in insurance, and to design practical interventions—responsible design workshops, practical guidance, regulatory proposals, new algorithmic tools—that realise the benefits while mitigating the costs. It expects to generate new knowledge drawing on philosophy, law and sociology, working closely with practitioners at the forefront of deploying AI in insurance. Expected outcomes include novel ethical AI-based approaches to product design, pricing and claims administration. This should benefit insurers and consumers, realising efficiency gains made possible by AI, without unacceptable costs to privacy, fairness, and the unaccountable exercise of power. Read moreRead less
Non-urban water governance: rethinking compliance and enforcement. This project aims to critically evaluate the practices and strategies of non-urban water compliance and enforcement in Australia and internationally, to identify and develop innovations for water governance. New law and policy knowledge is expected from its fusion of empirical data and regulatory theory. The project expects to advance applied regulatory theory by identifying improvements in compliance and enforcement to help solv ....Non-urban water governance: rethinking compliance and enforcement. This project aims to critically evaluate the practices and strategies of non-urban water compliance and enforcement in Australia and internationally, to identify and develop innovations for water governance. New law and policy knowledge is expected from its fusion of empirical data and regulatory theory. The project expects to advance applied regulatory theory by identifying improvements in compliance and enforcement to help solve environmental issues. It will also lead to policy reforms for delivering more effective, efficient and politically-acceptable compliance outcomes for non-urban water management that will benefit water regulators and the sustainability and productivity of Australia's agricultural industry.Read moreRead less