Bøker av CSIRO

AI systems are solving real-world challenges and transforming industries, but there are serious concerns about how responsibly they operate on behalf of the humans that rely on them. Many ethical principles and guidelines have been proposed for AI systems, but they're often too 'high-level' to be translated into practice. Conversely, AI/ML researchers often focus on algorithmic solutions that are too 'low-level' to adequately address ethics and responsibility. In this timely, practical guide, pioneering AI practitioners bridge these gaps. The authors illuminate issues of AI responsibility across the entire system lifecycle and all system components, offer concrete and actionable guidance for addressing them, and demonstrate these approaches in three detailed case studies.Writing for technologists, decision-makers, students, users, and other stake-holders, the topics cover:Governance mechanisms at industry, organisation, and team levelsDevelopment process perspectives, including software engineering best practices for AISystem perspectives, including quality attributes, architecture styles, and patternsTechniques for connecting code with data and models, including key tradeoffsPrinciple-specific techniques for fairness, privacy, and explainabilityA preview of the future of responsible AI

The most comprehensive account of Australian astronomy to date.

A greatly expanded 1996 edition of what has become one of the best known introductions to the principles, techniques and applications of optical holography. Where necessary, existing sections have been updated, and two new chapters, on holographic optical elements and advanced techniques in holographic interferometry, have been added.

This book presents a novel approach to understanding ageing, which many believe is still an unsolved problem. It explains why ageing exists in animals, reviews our understanding of it at the biological level, discusses ageing's origins, the evolution of ageing and age-related diseases.