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How a new understanding of warfare can help the military fight today’s conflicts more effectively The way wars are fought has changed starkly over the past sixty years. International military campaigns used to play out between large armies at central fronts. Today's conflicts find major powers facing rebel insurgencies that deploy elusive methods, from improvised explosives to terrorist attacks. Small Wars, Big Data presents a transformative understanding of these contemporary confrontations and how they should be fought. The authors show that a revolution in the study of conflict--enabled by vast data, rich qualitative evidence, and modern methods—yields new insights into terrorism, civil wars, and foreign interventions. Modern warfare is not about struggles over territory but over people; civilians—and the information they might choose to provide—can turn the tide at critical junctures. The authors draw practical lessons from the past two decades of conflict in locations ranging from Latin America and the Middle East to Central and Southeast Asia. Building an information-centric understanding of insurgencies, the authors examine the relationships between rebels, the government, and civilians. This approach serves as a springboard for exploring other aspects of modern conflict, including the suppression of rebel activity, the role of mobile communications networks, the links between aid and violence, and why conventional military methods might provide short-term success but undermine lasting peace. Ultimately the authors show how the stronger side can almost always win the villages, but why that does not guarantee winning the war. Small Wars, Big Data provides groundbreaking perspectives for how small wars can be better strategized and favorably won to the benefit of the local population.
"Data is emerging as a key component of military operations, both on and off the battlefield. Large troves of data generated by new information technologies-often termed "big data"-are growing ever more important to a range of military functions. Military forces and other actors will increasingly need to acquire, evaluate, and utilize such data in many combat contexts. At the same time, those forces can gain advantages by targeting adversaries' data and data systems. And a multitude of actors within armed conflict, including humanitarian and human rights organizations, can also use big data to deliver aid or identify atrocities. Such myriad uses of big data raise challenging interpretive questions under international humanitarian law (IHL), the jus ad bellum, and international human rights law. This book is the first of its kind to examine how these bodies of international law might apply to the uses of big data specifically. Focusing on IHL, the book also assesses how jus ad bellum categories might translate to operations involving big data below the armed conflict threshold. And because big data is profoundly transforming modern life off the battlefield as well, the book explores questions beyond the role of big data within weapons systems and other military capabilities to questions about the nature of civilian harm and scope of individual rights. This book offers a range of approaches and ideas to this timely issue, and offers an initial roadmap for scholars, policymakers, and advocates to follow as they address the challenges still to come"--
"Warfare is changing-and rapidly. New technologies, new geopolitical alignments, new interests and vulnerabilities, and other developments are changing how, why, and by whom conflict will be waged. Just as militaries must plan ahead for an environment in which threats, alliances, capabilities, and even the domains in which they fight will differ from today, they must plan for international legal constraints that may differ, too. As states, including the United States, plan for how they will conduct warfare in the future, West Point's Lieber Institute for Law and Land Warfare, in collaboration with Columbia Law School's National Security Law Program, convened an expert workshop to consider the future legal context in which conflict will be waged. Titled "Law of Armed Conflict (LOAC) 2040," we assembled leading academics and practitioners from around the world to consider how that body of law and institutions for creating, interpreting, and enforcing it might look two decades ahead-as well as what opportunities may exist to influence it in that time"--
The new means and methods of warfare challenge the law of armed conflict. For this reason, a deep legal and operational study was required to detect the existing gaps and deregulation.
Impending technological advances will widen an adversary’s attack plane over the next decade. Visualizing what the future will hold, and what new threat vectors could emerge, is a task that traditional planning mechanisms struggle to accomplish given the wide range of potential issues. Understanding and preparing for the future operating environment is the basis of an analytical method known as Threatcasting. It is a method that gives researchers a structured way to envision and plan for risks ten years in the future. Threatcasting uses input from social science, technical research, cultural history, economics, trends, expert interviews, and even a little science fiction to recognize future threats and design potential futures. During this human-centric process, participants brainstorm what actions can be taken to identify, track, disrupt, mitigate, and recover from the possible threats. Specifically, groups explore how to transform the future they desire into reality while avoiding an undesired future. The Threatcasting method also exposes what events could happen that indicate the progression toward an increasingly possible threat landscape. This book begins with an overview of the Threatcasting method with examples and case studies to enhance the academic foundation. Along with end-of-chapter exercises to enhance the reader’s understanding of the concepts, there is also a full project where the reader can conduct a mock Threatcasting on the topic of “the next biological public health crisis.” The second half of the book is designed as a practitioner’s handbook. It has three separate chapters (based on the general size of the Threatcasting group) that walk the reader through how to apply the knowledge from Part I to conduct an actual Threatcasting activity. This book will be useful for a wide audience (from student to practitioner) and will hopefully promote new dialogues across communities and novel developments in the area.
Drawing on the theoretical debates, practical applications, and sectoral approaches in the field, this ground-breaking Handbook unpacks the political and regulatory developments in AI and big data governance. Covering the political implications of big data and AI on international relations, as well as emerging initiatives for legal regulation, it provides an accessible overview of ongoing data science discourses in politics, law and governance. This title contains one or more Open Access chapters.
The application and interpretation of the four Geneva Conventions of 1949 and their two Additional Protocols of 1977 have developed significantly in the seventy years since the International Committee of the Red Cross (ICRC) first published its Commentaries on these important humanitarian treaties. To promote a better understanding of, and respect for, this body of law, the ICRC commissioned a comprehensive update of its original Commentaries, of which this is the third volume. The Third Convention, relative to the treatment of prisoners of war and their protections, takes into account developments in the law and practice in the past seven decades to provide up-to-date interpretations of the Convention. The new Commentary has been reviewed by humanitarian law practitioners and academics from around the world. This new Commentary will be an essential tool for anyone involved with international humanitarian law.
This edited book focuses on the latest developments in classification, statistical learning, data analysis and related areas of data science, including statistical analysis of large datasets, big data analytics, time series clustering, integration of data from different sources, as well as social networks. It covers both methodological aspects as well as applications to a wide range of areas such as economics, marketing, education, social sciences, medicine, environmental sciences and the pharmaceutical industry. In addition, it describes the basic features of the software behind the data analysis results, and provides links to the corresponding codes and data sets where necessary. This book is intended for researchers and practitioners who are interested in the latest developments and applications in the field. The peer-reviewed contributions were presented at the 10th Scientific Meeting of the Classification and Data Analysis Group (CLADAG) of the Italian Statistical Society, held in Santa Margherita di Pula (Cagliari), Italy, October 8–10, 2015.
What's wrong with targeted advertising in political campaigns? Should we be worried about echo chambers? How does data collection impact on trust in society? As decision-making becomes increasingly automated, how can decision-makers be held to account? This collection consider potential solutions to these challenges. It brings together original research on the philosophy of big data and democracy from leading international authors, with recent examples - including the 2016 Brexit Referendum, the Leveson Inquiry and the Edward Snowden leaks. And it asks whether an ethical compass is available or even feasible in an ever more digitised and monitored world.
Emerging technologies have always played an important role in armed conflict. From the crossbow to cyber capabilities, technology that could be weaponized to create an advantage over an adversary has inevitably found its way into military arsenals for use in armed conflict. The weaponization of emerging technologies, however, raises challenging legal issues with respect to the law of armed conflict. As States continue to develop and exploit new technologies, how will the law of armed conflict address the use of these technologies on the battlefield? Is existing law sufficient to regulate new technologies, such as cyber capabilities, autonomous weapons systems, and artificial intelligence? Have emerging technologies fundamentally altered the way we should understand concepts such as law-of-war precautions and the principle of distinction? How can we ensure compliance and accountability in light of technological advancement? This volume of the Lieber Studies explores these critical questions while highlighting the legal challenges--and opportunities--presented by the use of emerging technologies on the battlefield.