So far as the laws of mathematics refer to reality, they are not certain. And so far as they are certain, they do not refer to reality. -A. Einstein The word "instability" in day-to-day language is associated with some thing going wrong or being abnormal: exponential growth of cancer cells, irrational behavior of a patient, collapse of a structure, etc. This book, however, is about "good" instabilities, which lead to change, evolution, progress, creativity, and intelligence; they explain the paradox of irreversi bility in thermodynamics, the phenomena of chaos and turbulence in clas sical mechanics, and non-deterministic (multi-choice) behavior in biological and social systems. The concept of instability is an attribute of dynamical models that de scribe change in time of physical parameters, biological or social events, etc. Each dynamical model has a certain sensitivity to small changes or "errors" in initial values of its variables. These errors may grow in time, and if such growth is of an exponential rate, the behavior of the variable is defined as unstable. However, the overall effect of an unstable variable upon the dynamical system is not necessarily destructive. Indeed, there al ways exists such a group of variables that do not contribute to the energy of the system. In mechanics such variables are called ignorable or cyclic.

Introduction to Intelligence Studies (third edition) provides an overview of the US intelligence community, to include its history, organization, and function. Since the attacks of 9/11, the United States Intelligence Community (IC) has undergone an extensive overhaul. This textbook provides a comprehensive overview of intelligence and security issues, defining critical terms and reviewing the history of intelligence as practiced in the United States. Designed in a practical sequence, the book begins with the basics of intelligence, progresses through its history, describes best practices, and explores the way the intelligence community looks and operates today. The authors examine the "pillars" of the American intelligence system—collection, analysis, counterintelligence, and covert operations—and demonstrate how these work together to provide "decision advantage." The book offers equal treatment to the functions of the intelligence world—balancing coverage on intelligence collection, counterintelligence, information management, critical thinking, and decision-making. It also covers such vital issues as laws and ethics, writing and briefing for the intelligence community, and the emerging threats and challenges that intelligence professionals will face in the future. This revised and updated third edition addresses issues such as the growing influence of Russia and China, the recent history of the Trump and Biden administrations and the IC, and the growing importance of the cyber world in the intelligence enterprise. This book will be essential reading for students of intelligence studies, US national security, foreign policy and International Relations in general.

Includes the association's conference proceedings and addresses.

The symposium had two main aims, to investigate the state-of-the-art in the application of artificial intelligence techniques in real-time control, and to bring together control system specialists, artificial intelligence specialists and end-users. Many professional engineers working in industry feel that the gap between theory and practice in applying control and systems theory is widening, despite efforts to develop control algorithms. Papers presented at the meeting ranged from the theoretical aspects to the practical applications of artificial intelligence in real-time control. Themes were: the methodology of artificial intelligence techniques in control engineering; the application of artificial intelligence techniques in different areas of control; and hardware and software requirements. This symposium showed that there exist alternative possibilities for control based on artificial intelligence techniques.

This volume offers an innovative and counter-intuitive study of how and why artificial intelligence-infused weapon systems will affect the strategic stability between nuclear-armed states. Johnson demystifies the hype surrounding artificial intelligence (AI) in the context of nuclear weapons and, more broadly, future warfare. The book highlights the potential, multifaceted intersections of this and other disruptive technology – robotics and autonomy, cyber, drone swarming, big data analytics, and quantum communications – with nuclear stability. Anticipating and preparing for the consequences of the AI-empowered weapon systems are fast becoming a critical task for national security and statecraft. Johnson considers the impact of these trends on deterrence, military escalation, and strategic stability between nuclear-armed states – especially China and the United States. The book draws on a wealth of political and cognitive science, strategic studies, and technical analysis to shed light on the coalescence of developments in AI and other disruptive emerging technologies. Artificial intelligence and the future of warfare sketches a clear picture of the potential impact of AI on the digitized battlefield and broadens our understanding of critical questions for international affairs. AI will profoundly change how wars are fought, and how decision-makers think about nuclear deterrence, escalation management, and strategic stability – but not for the reasons you might think.

"From Roman Speculatores to the NSA: Evolution of Espionage and Its Impact on Statecraft and Civil Liberties" is a thrilling journey from the shadows of ancient espionage to the high-tech spy networks of today. It's a must-read for anyone captivated by the enigmatic world of spies, as depicted in iconic fiction like James Bond and John le Carré, but eager to peel back the curtain on the real-life drama of intelligence work. Dive into the clandestine operations that shaped history, from the cunning Speculatores of Rome to the cutting-edge surveillance of the NSA. This book doesn't just recount tales of daring exploits and shadowy figures; it delves deep into the moral and ethical mazes navigated by spies throughout history. As you traverse through time, you'll discover the intricate dance of espionage and statecraft, and how it has continuously morphed to adapt to technological advancements and shifting geopolitical landscapes. "From Roman Speculatores to the NSA" doesn't shy away from the dark side of espionage. It confronts the ethical quagmires, the personal sacrifices of those living double lives, and the impact of clandestine operations on individual freedoms. It's a thought-provoking exploration of how intelligence work, often glamorized in popular culture, grapples with issues like torture, privacy invasion, and the thin line between security and liberty. Perfect for fans of spy fiction seeking to understand the real-life complexities behind the glamour and action, this book is a fascinating guide through the evolution of espionage. It's an eye-opening read that reveals the high stakes and hard choices inherent in a world where knowledge is power, and secrecy is a necessary shield in the game of nations. Prepare to have your perceptions challenged and your understanding of the spy world transformed. The narrative is enriched with case studies and real-world examples, making it a valuable resource for understanding the complexities and challenges of modern intelligence work. The book also addresses the legal frameworks and oversight mechanisms that govern espionage activities, providing a comprehensive overview of the contemporary intelligence landscape. For professionals and scholars in the fields of international relations, security studies, political science, and history, "From Roman Speculatores to the NSA" offers a scholarly yet accessible analysis. It invites readers to critically engage with the strategic, ethical, and legal aspects of espionage and consider its future trajectory in an increasingly interconnected and digital world. This book is a thought-provoking contribution to the discourse on espionage and national security, offering a well-researched and balanced perspective on a subject that continues to be relevant in the field of international affairs

This book constitutes the refereed proceedings of the 19th International Conference on Artificial Intelligence in Medicine, AIME 2021, held as a virtual event, in June 2021. The 28 full papers presented together with 30 short papers were selected from 138 submissions. The papers are grouped in topical sections on image analysis; predictive modelling; temporal data analysis; unsupervised learning; planning and decision support; deep learning; natural language processing; and knowledge representation and rule mining.

Leading intelligence experts Mark M. Lowenthal and Robert M. Clark bring you an all new, groundbreaking title. The Five Disciplines of Intelligence Collection describes, in non-technical terms, the definition, history, process, management, and future trends of each intelligence collection source (INT). Authoritative and non-polemical, this book is the perfect teaching tool for classes addressing various types of collection. Chapter authors are past or current senior practitioners of the INT they discuss, providing expert assessment of ways particular types of collection fit within the larger context of the U.S. Intelligence Community.