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Machine See, Machine Do
"When today's technology relies on yesterday's data, it will simply mirror our past mistakes and biases." AI and other high-tech tools embed and reinforce America's history of prejudice and exclusion - even when they are used with the best intentions. Patrick K. Lin's Machine See, Machine Do: How Technology Mirrors Bias in Our Criminal Justice System takes a deep and thorough look into the use of technology in the criminal justice system, and investigates the instances of coded bias present at every level. In this book, you'll learn how algorithms and high-tech tools are used in unexpected ways: suggesting which neighborhoods to police, predicting whether someone is more or less likely to co...
The Cost of Training a Machine
While artificial intelligence (AI) has been a subject of great debate in spaces such as due process, discrimination, and privacy, an area that is lacking in legal scholarship is the technology's environmental impact. AI promises to be a silver bullet in the increasingly urgent fight against climate change, yet it comes with a considerable cost to our planet. Current industry trends involve AI models being trained on increasingly larger datasets and training methodologies that prioritize brute-force over efficiency. Thus, as AI models increase in complexity and size, so too does the computing power--and energy--required to train and deploy them. Every stage of AI research and development, fro...
Robot Ethics
Prominent experts from science and the humanities explore issues in robot ethics that range from sex to war. Robots today serve in many roles, from entertainer to educator to executioner. As robotics technology advances, ethical concerns become more pressing: Should robots be programmed to follow a code of ethics, if this is even possible? Are there risks in forming emotional bonds with robots? How might society—and ethics—change with robotics? This volume is the first book to bring together prominent scholars and experts from both science and the humanities to explore these and other questions in this emerging field. Starting with an overview of the issues and relevant ethical theories,...
Effective Machine Learning Teams
Gain the valuable skills and techniques you need to accelerate the delivery of machine learning solutions. With this practical guide, data scientists, ML engineers, and their leaders will learn how to bridge the gap between data science and Lean product delivery in a practical and simple way. David Tan, Ada Leung, and Dave Colls show you how to apply time-tested software engineering skills and Lean product delivery practices to reduce toil and waste, shorten feedback loops, and improve your team's flow when building ML systems and products. Based on the authors' experience across multiple real-world data and ML projects, the proven techniques in this book will help your team avoid common tra...
Robot Ethics 2.0
The robot population is rising on Earth and other planets. (Mars is inhabited entirely by robots.) As robots slip into more domains of human life--from the operating room to the bedroom--they take on our morally important tasks and decisions, as well as create new risks from psychological to physical. This makes it all the more urgent to study their ethical, legal, and policy impacts. To help the robotics industry and broader society, we need to not only press ahead on a wide range of issues, but also identify new ones emerging as quickly as the field is evolving. For instance, where military robots had received much attention in the past (and are still controversial today), this volume look...
Autonomous Driving
This book takes a look at fully automated, autonomous vehicles and discusses many open questions: How can autonomous vehicles be integrated into the current transportation system with diverse users and human drivers? Where do automated vehicles fall under current legal frameworks? What risks are associated with automation and how will society respond to these risks? How will the marketplace react to automated vehicles and what changes may be necessary for companies? Experts from Germany and the United States define key societal, engineering, and mobility issues related to the automation of vehicles. They discuss the decisions programmers of automated vehicles must make to enable vehicles to ...
The Sea of Regret
Published within a few months of each other in 1906, "Stones in the Sea" by Fu Lin and "The Sea of Regret" by Wu Jianren take opposite sides in the heated turn-of-the-century debate over the place of romantic and sexual love and passion in Chinese life. "The Sea of Regret", which came to be the most popular short novel of this period, is a response to the less well-known but equally significant "Stones in the Sea". Taken together, this pair of novels provides a fascinating portrait of early twentieth-century China's struggle with its own cultural, ethical, and sexual redefinition. Patrick Hanan's masterful translation brings together these novels -- neither of which has before been available...
Leave Society
From the acclaimed author of Taipei, a bold portrait of a writer working to balance all his lives—artist, son, loner—as he spins the ordinary into something monumental. An engrossing, hopeful novel about life, fiction, and where the two blur together. In 2014, a novelist named Li leaves Manhattan to visit his parents in Taipei for ten weeks. He doesn't know it yet, but his life will begin to deepen and complexify on this trip. As he flies between these two worlds--year by year, over four years--he will flit in and out of optimism, despair, loneliness, sanity, bouts of chronic pain, and drafts of a new book. He will incite and temper arguments, uncover secrets about nature and history, an...
