Every day, corporations are connecting the dots about our personal behavior—silently scrutinizing clues left behind by our work habits and Internet use. The data compiled and portraits created are incredibly detailed, to the point of being invasive. But who connects the dots about what firms are doing with this information? The Black Box Society argues that we all need to be able to do so—and to set limits on how big data affects our lives. Hidden algorithms can make (or ruin) reputations, decide the destiny of entrepreneurs, or even devastate an entire economy. Shrouded in secrecy and complexity, decisions at major Silicon Valley and Wall Street firms were long assumed to be neutral and technical. But leaks, whistleblowers, and legal disputes have shed new light on automated judgment. Self-serving and reckless behavior is surprisingly common, and easy to hide in code protected by legal and real secrecy. Even after billions of dollars of fines have been levied, underfunded regulators may have only scratched the surface of this troubling behavior. Frank Pasquale exposes how powerful interests abuse secrecy for profit and explains ways to rein them in. Demanding transparency is only the first step. An intelligible society would assure that key decisions of its most important firms are fair, nondiscriminatory, and open to criticism. Silicon Valley and Wall Street need to accept as much accountability as they impose on others.

Every day, corporations are connecting the dots about our personal behavior—silently scrutinizing clues left behind by our work habits and Internet use. The data compiled and portraits created are incredibly detailed, to the point of being invasive. But who connects the dots about what firms are doing with this information? The Black Box Society argues that we all need to be able to do so—and to set limits on how big data affects our lives. Hidden algorithms can make (or ruin) reputations, decide the destiny of entrepreneurs, or even devastate an entire economy. Shrouded in secrecy and complexity, decisions at major Silicon Valley and Wall Street firms were long assumed to be neutral and technical. But leaks, whistleblowers, and legal disputes have shed new light on automated judgment. Self-serving and reckless behavior is surprisingly common, and easy to hide in code protected by legal and real secrecy. Even after billions of dollars of fines have been levied, underfunded regulators may have only scratched the surface of this troubling behavior. Frank Pasquale exposes how powerful interests abuse secrecy for profit and explains ways to rein them in. Demanding transparency is only the first step. An intelligible society would assure that key decisions of its most important firms are fair, nondiscriminatory, and open to criticism. Silicon Valley and Wall Street need to accept as much accountability as they impose on others.

AI is poised to disrupt our work and our lives. We can harness these technologies rather than fall captive to them—but only through wise regulation. Too many CEOs tell a simple story about the future of work: if a machine can do what you do, your job will be automated. They envision everyone from doctors to soldiers rendered superfluous by ever-more-powerful AI. They offer stark alternatives: make robots or be replaced by them. Another story is possible. In virtually every walk of life, robotic systems can make labor more valuable, not less. Frank Pasquale tells the story of nurses, teachers, designers, and others who partner with technologists, rather than meekly serving as data sources for their computerized replacements. This cooperation reveals the kind of technological advance that could bring us all better health care, education, and more, while maintaining meaningful work. These partnerships also show how law and regulation can promote prosperity for all, rather than a zero-sum race of humans against machines. How far should AI be entrusted to assume tasks once performed by humans? What is gained and lost when it does? What is the optimal mix of robotic and human interaction? New Laws of Robotics makes the case that policymakers must not allow corporations or engineers to answer these questions alone. The kind of automation we get—and who it benefits—will depend on myriad small decisions about how to develop AI. Pasquale proposes ways to democratize that decision making, rather than centralize it in unaccountable firms. Sober yet optimistic, New Laws of Robotics offers an inspiring vision of technological progress, in which human capacities and expertise are the irreplaceable center of an inclusive economy.

The Black Box is not a tale of a great man. This story is about someone like you: a human being endeavoring to make tomorrow better than today. Each chapter recounts a formative experience and concludes with a 'Black Box': an explanation of how a given situation helped me develop the mindset required to thrive in that type of environment.An airplane's black box records all circumstantial things occurring around and within the aircraft, as well as the voices (and radio transmissions) in the head of the airliner. When an airplane crashes engineers look into the black box to study what went wrong. However, black boxes also have stories of success, but we rarely look to them for those narratives. Memories, like a black box, are nearly permanent records. Black boxes are stored in reinforced shells designed to survive 30 minutes in 2000-degree Fahrenheit heat as well as submersion in 20,000 feet deep water.Your black box is filled with helpful memories, but so often you fail to look into your black box to pull wisdom from it. Sometimes we do not want to open the black box and look in because it means seeing our hardships replayed, seeing things that cause us fear and pain. As you peer into my black box, it will inspires you to look into your own. Our black boxes are filled with explanations of why we crash as well as stories of how we have soared above turbulence.Most of these chapters have been developed as self encapsulated stories from which a moral can be drawn without reference to previous chapters. I share the story of my life knowing that my achievements outstrip those of the average person by only a modest margin. The validity of this work lies in the distance between my starting point and where I stand today. This book is about you. It should drive you to consult your black box as you adventure through life, and to use the experience, strength and resolve that you already have to make your journey easier and more enjoyable.

This interdisciplinary and international handbook captures and shapes much needed reflection on normative frameworks for the production, application, and use of artificial intelligence in all spheres of individual, commercial, social, and public life.

In this masterful account, a historian of science surveys the molecular biology revolution, its origin and continuing impact. Since the 1930s, a molecular vision has been transforming biology. Michel Morange provides an incisive and overarching history of this transformation, from the early attempts to explain organisms by the structure of their chemical components, to the birth and consolidation of genetics, to the latest technologies and discoveries enabled by the new science of life. Morange revisits A History of Molecular Biology and offers new insights from the past twenty years into his analysis. The Black Box of Biology shows that what led to the incredible transformation of biology was not a simple accumulation of new results, but the molecularization of a large part of biology. In fact, Morange argues, the greatest biological achievements of the past few decades should still be understood within the molecular paradigm. What has happened is not the displacement of molecular biology by other techniques and avenues of research, but rather the fusion of molecular principles and concepts with those of other disciplines, including genetics, physics, structural chemistry, and computational biology. This has produced decisive changes, including the discoveries of regulatory RNAs, the development of massive scientific programs such as human genome sequencing, and the emergence of synthetic biology, systems biology, and epigenetics. Original, persuasive, and breathtaking in its scope, The Black Box of Biology sets a new standard for the history of the ongoing molecular revolution.

The Internet has been romanticized as a zone of freedom. The alluring combination of sophisticated technology with low barriers to entry and instantaneous outreach to millions of users has mesmerized libertarians and communitarians alike. Lawmakers have joined the celebration, passing the Communications Decency Act, which enables Internet Service Providers to allow unregulated discourse without danger of liability, all in the name of enhancing freedom of speech. But an unregulated Internet is a breeding ground for offensive conduct. At last we have a book that begins to focus on abuses made possible by anonymity, freedom from liability, and lack of oversight. The distinguished scholars assembled in this volume, drawn from law and philosophy, connect the absence of legal oversight with harassment and discrimination. Questioning the simplistic notion that abusive speech and mobocracy are the inevitable outcomes of new technology, they argue that current misuse is the outgrowth of social, technological, and legal choices. Seeing this clearly will help us to be better informed about our options. In a field still dominated by a frontier perspective, this book has the potential to be a real game changer. Armed with example after example of harassment in Internet chat rooms and forums, the authors detail some of the vile and hateful speech that the current combination of law and technology has bred. The facts are then treated to analysis and policy prescriptions. Read this book and you will never again see the Internet through rose-colored glasses.