This book examines intelligence analysis in the digital age and demonstrates how intelligence has entered a new era. While intelligence is an ancient activity, the digital age is a relatively new phenomenon. This volume uses the concept of the "digital age" to highlight the increased change, complexity, and pace of information that is now circulated, as new technology has reduced the time it takes to spread news to almost nothing. These factors mean that decision-makers face an increasingly challenging threat environment, which in turn increases the demand for timely, relevant, and reliable intelligence to support policymaking. In this context, the book demonstrates that intelligence places greater demands on analysis work, as the traditional intelligence cycle is no longer adequate as a process description. In the digital age, it is not enough to accumulate as much information as possible to gain a better understanding of the world. To meet customers’ needs, the intelligence process must be centred around the analysis work – which in turn has increased the demand for analysts. Assessments, not least predictions, are now just as important as revealing someone else’s secrets. This volume will be of much interest to students of intelligence studies, security studies, and international relations.

Since the Revolutionary War, America's military and political leaders have recognized that U.S. national security depends upon the collection of intelligence. Absent information about foreign threats, the thinking went, the country and its citizens stood in great peril. To address this, the Courts and Congress have historically given the President broad leeway to obtain foreign intelligence. But in order to find information about an individual in the United States, the executive branch had to demonstrate that the person was an agent of a foreign power. Today, that barrier no longer exists. The intelligence community now collects massive amounts of data and then looks for potential threats to the United States. As renowned national security law scholar Laura K. Donohue explains in The Future of Foreign Intelligence, global communications systems and digital technologies have changed our lives in countless ways. But they have also contributed to a worrying transformation. Together with statutory alterations instituted in the wake of 9/11, and secret legal interpretations that have only recently become public, new and emerging technologies have radically expanded the amount and type of information that the government collects about U.S. citizens. Traditionally, for national security, the Courts have allowed weaker Fourth Amendment standards for search and seizure than those that mark criminal law. Information that is being collected for foreign intelligence purposes, though, is now being used for criminal prosecution. The expansion in the government's acquisition of private information, and the convergence between national security and criminal law threaten individual liberty. Donohue traces the evolution of U.S. foreign intelligence law and pairs it with the progress of Fourth Amendment jurisprudence. She argues that the bulk collection programs instituted by the National Security Agency amount to a general warrant, the prevention of which was the reason the Founders introduced the Fourth Amendment. The expansion of foreign intelligence surveillanceleant momentum by advances in technology, the Global War on Terror, and the emphasis on securing the homelandnow threatens to consume protections essential to privacy, which is a necessary component of a healthy democracy. Donohue offers a road map for reining in the national security state's expansive reach, arguing for a judicial re-evaluation of third party doctrine and statutory reform that will force the executive branch to take privacy seriously, even as Congress provides for the collection of intelligence central to U.S. national security. Alarming and penetrating, this is essential reading for anyone interested in the future of foreign intelligence and privacy in the United States.

Learn how to develop and employ an ontology, the secret weapon for successfully using artificial intelligence to create a powerful competitive advantage in your business. The AI-Powered Enterprise examines two fundamental questions: First, how will the future be different as a result of artificial intelligence? And second, what must companies do to stake their claim on that future? When the Web came along in the mid-90s, it transformed the behavior of customers and remade whole industries. Now, as part of its promise to bring revolutionary change in untold ways to human activity, artificial intelligence--AI--is about to create another complete transformation in how companies create and deliver value to customers. But despite the billions spent so far on bots and other tools, AI continues to stumble. Why can't it magically use all the data organizations generate to make them run faster and better? Because something is missing. AI works only when it understands the soul of the business. An ontology is a holistic digital model of every piece of information that matters to the business, from processes to products to people, and it's what makes the difference between the promise of AI and delivering on that promise. Business leaders who want to catch the AI wave--rather than be crushed by it--need to read The AI-Powered Enterprise. The book is the first to combine a sophisticated explanation of how AI works with a practical approach to applying AI to the problems of business, from customer experience to business operations to product development.

Testing in the digital age brings a new vision on test engineering, using new quality attributes that tackle intelligent machines and a roadmap split up in fi ve hops. With everything digital there are more possibilities for test automation and piles of (test) data growing out of control. Working together with robots (cobotics), using artifi cial intelligence in testing and eventually predict the occurrence of defects brings your testing to the digital age. We have interviewed companies on their view of digital testing. A glossary brings an extensive list of terms that supports you in all your test communications.

Intelligence in the Digital Age examines how our current Internet age and people’s use of digital technologies may be affecting their mental capacities and emotive lives in ways in which it will become increasingly difficult for those people to explore a larger, more expansive consciousness. After beginning with an examination of how people’s attention spans, working memories, and capacity for deep thought and reading are being imperiled by their addictive use of smart phones and PCs, the discussion continues with how this may be occurring at a deep level at which the brain creates short and long-term memories, pays attention, and thinks creatively. The book then explores how these negative effects may impede the search to explore the limits of one’s thinking mind and memories in pursuit of a larger intelligence. People may have fewer opportunities to be successful in this pursuit simply because they will have lost access to important personal dynamics due to the effects of the digital world on their minds, brains, and inner lives.

"a provocative new book" — The New York Times AI-centric organizations exhibit a new operating architecture, redefining how they create, capture, share, and deliver value. Now with a new preface that explores how the coronavirus crisis compelled organizations such as Massachusetts General Hospital, Verizon, and IKEA to transform themselves with remarkable speed, Marco Iansiti and Karim R. Lakhani show how reinventing the firm around data, analytics, and AI removes traditional constraints on scale, scope, and learning that have restricted business growth for hundreds of years. From Airbnb to Ant Financial, Microsoft to Amazon, research shows how AI-driven processes are vastly more scalable than traditional processes, allow massive scope increase, enabling companies to straddle industry boundaries, and create powerful opportunities for learning—to drive ever more accurate, complex, and sophisticated predictions. When traditional operating constraints are removed, strategy becomes a whole new game, one whose rules and likely outcomes this book will make clear. Iansiti and Lakhani: Present a framework for rethinking business and operating models Explain how "collisions" between AI-driven/digital and traditional/analog firms are reshaping competition, altering the structure of our economy, and forcing traditional companies to rearchitect their operating models Explain the opportunities and risks created by digital firms Describe the new challenges and responsibilities for the leaders of both digital and traditional firms Packed with examples—including many from the most powerful and innovative global, AI-driven competitors—and based on research in hundreds of firms across many sectors, this is your essential guide for rethinking how your firm competes and operates in the era of AI.

This book examines the digital transformation of identity in the age of artificial intelligence. It articulates the nature of identity of human beings, based on cutting-edge knowledge in the field of AI and big-data sciences, and discusses identity by drawing on comprehensive investigations in digital social sciences and exploring wider disciplines related to philosophy, ethics, sociology, STS, computer sciences, engineering, and medical sciences. Reviewing contemporary conditions proliferated by advanced technological trends and unveiling social mechanisms of human identity, this book appeals to undergraduate and graduate students as well as academic researchers.