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Nithin Palal: AI-Proof

AI-Proof

What Machines Will Never Be

International Series in Operations Research & Management Science

This book presents a rigorous, practitioner-ready framework for determining when interventional causal claims can be validly drawn from observational data. By integrating potential outcomes (PO), structural causal models (SCMs), directed acyclic graphs (DAGs), quasi-experimental and longitudinal designs, information-theoretic approaches, and modern machine-learning methods with decision-analytic principles, it identifies necessary conditions for each step of the causal inference process, from defining estimands and identifying causal effects to study design, measurement, estimation, interpretation, robustness, and external validity. The framework is operationalized through practical checklists, tables, diagnostic and falsification tests, and AI-assisted tools, making it accessible across fields such as epidemiology, environmental and occupational health, and regulatory risk analysis. Designed to meet the needs of professionals making high-stakes decisions based on nonexperimental data, the book addresses the lack of clear, testable criteria for credible causal inference. Real-world examples throughout the book illustrate diagnostics, falsification tests, and robustness checks, linking evidence directly to decision-making. Bridging multiple causal frameworks and modern machine-learning methods, it equips readers to assess when data support cause-and-effect conclusions, supporting more responsible, evidence-based policy and risk management.The book offers health risk analysts, epidemiologists, and policy professionals a practical guide to valid causal inference from observational data. It is also ideal for graduate students and workshop participants in data science, decision analysis, risk analysis, and AI/ML applications.

Valid Causal Inference from Observational Data

Banking, Money and International Finance

Human-Centred Intelligent Finance

AI, Fintech, and the Future of Global Financial Systems

Reciprocity begins with a simple but unsettling question: why have we come to believe that human beings are naturally self-interested, competitive and acquisitive? This galvanising, perspective-shifting book dismantles the myth of Homo economicus to show us the way towards a world whose realities align with our true selves.Drawing on a variety of disciplines, including anthropology, archaeology, evolutionary biology, psychology, economics and social epidemiology, Richard Wilkinson demonstrates that the characteristics which we assume to be our human nature are in fact effects of the market societies we live in. He traces how various systems of exchange have created profoundly different forms of social life throughout the course of history, shaping our behaviours, motivations, and the kinds of people we become. Though it may often feel like it, the avarice and oppressions that defines the twenty-first century are not an unchangeable reality we simply have to live with.The book explains why inequality, status competition and consumerism hold so much power over us and reveals the depths to which these forces are entwined with the ever-rising crises of mental illness, political polarisation and environmental destruction. Rather than asking how we can make individuals behave better, it makes a compelling case for restructuring our societies to make life happier, meaningful and more fulfilling for one and all.Rigorously researched, bracingly practical and full of passion and hope in equal measure, Reciprocity offers a bold reinterpretation of the world we live in. It equips us with the necessary tools to look beyond and remake it in our very own, amiably human image.

Reclaiming Our Humanity from the Market

Reciprocity

Studies in National Governance and Emerging Technologies

This book examines how artificial intelligence systems and their applications in security and defence are entangled with governance and policy processes in the EU. Combining concepts and insights from (critical) security studies and science and technology studies, it argues that behind the various AI-related policy initiatives in the EU are particular narratives on security and defence based on European fears of technological innovation and strategic gaps. In this respect, the book casts light on how such beliefs have become increasingly instrumentalized in the European governance dynamics, and subsequently embedded in successive policy initiatives and security and defence research programmes. It challenges conventional understandings of AI technologies as mere security and defence-enabling instruments, by providing a conceptually driven analysis of how certain visions of AI help govern and control one of the most dynamic emergent socio-technical fields. The book will appeal to all those interested in artificial intelligence, security studies, technology and European governance.&nbsp;
 
 Raluca Csernatoni is a Research Fellow at Carnegie Europe, where she works on the nexus between European defence and emerging technologies. She is also Guest Professor at the Centre for Security, Diplomacy and Strategy (CSDS), Vrije Universiteit Brussel, Belgium, and Visiting Faculty in the Department of International Relations, Central European University, Austria.

This book examines how artificial intelligence systems and their applications in security and defence are entangled with governance and policy processes in the EU. Combining concepts and insights from (critical) security studies and science and technology studies, it argues that behind the various AI-related policy initiatives in the EU are particular narratives on security and defence based on European fears of technological innovation and strategic gaps. In this respect, the book casts light on how such beliefs have become increasingly instrumentalized in the European governance dynamics, and subsequently embedded in successive policy initiatives and security and defence research programmes. It challenges conventional understandings of AI technologies as mere security and defence-enabling instruments, by providing a conceptually driven analysis of how certain visions of AI help govern and control one of the most dynamic emergent socio-technical fields. The book will appeal to all those interested in artificial intelligence, security studies, technology and European governance.&nbsp;

Artificial Security and the Politics of Hype in the EU

Routledge Studies in Accounting

Implications for Practice, Education, and Research

Generative AI and Agentic Systems in Accounting

Essentials

essentials plus online course

Wissen wird zum Erfolgsfaktor, wenn es im richtigen Moment verfügbar, verständlich und nutzbar ist. Dieses Buch mit Online-Kurs zeigt praxisnah, wie Organisationen ihr Wissen mit künstlicher Intelligenz (KI) systematisch organisieren, sichern und für Menschen wie KI-Anwendungen erschließen können.
Im Zentrum stehen generative KI, RAG-Systeme, KI-Agenten und die Worksphere Map als Werkzeug, um Arbeitsgebiete, Wissensflüsse, Rollen, Prozesse und Quellen sichtbar zu machen. Daraus entstehen strukturierte Wissenselemente für bessere Zusammenarbeit, schnellere Einarbeitung, Wissenstransfer und verantwortungsvolle KI-Nutzung. Den Zugang zum Online-Kurs finden Sie direkt im Buch.
Der Inhalt
<ul>
<li>Wissensorganisation als Grundlage für Lernen, Handlungsfähigkeit und Wertschöpfung</li>
<li>KI als kognitives Exoskelett der Wissensarbeit</li>
<li>RAG, KI-Agenten und KI-gestützte Wissenssysteme</li>
<li>Worksphere Map, Wissensflüsse und Wissenselemente</li>
<li>Governance, Datenschutz, Qualitätssicherung und Reifegradmodell</li>
<li>Praxisbeispiele, Wissenstransfer und Einführung KI-fähiger Wissensplattformen</li>
</ul>
Die Autoren
Benno Ackermann ist Geschäftsführer der Wissenstransfer GmbH, Berater und Dozent für Wissensmanagement, Wissenstransfer und Organisationsentwicklung.
Prof. Dr. Oliver Krancher forscht und lehrt zu Wissensmanagement, Digitalisierung, KI-Governance und Mensch-KI-Zusammenarbeit.
Prof. Dr. Klaus North ist ein profilierter Experte für Wissensmanagement, wissensorientierte Unternehmensführung und organisationales Lernen.
Gemeinsam verbinden die Autoren wissenschaftliche Erkenntnisse mit Praxiserfahrung und zeigen Wege zu einer wirksamen, KI-gestützten Wissensorganisation.
&nbsp;

Wissen wird zum Erfolgsfaktor, wenn es im richtigen Moment verfügbar, verständlich und nutzbar ist. Dieses Buch mit Online-Kurs zeigt praxisnah, wie Organisationen ihr Wissen mit künstlicher Intelligenz (KI) systematisch organisieren, sichern und für Menschen wie KI-Anwendungen erschließen können.Im Zentrum stehen generative KI, RAG-Systeme, KI-Agenten und die Worksphere Map als Werkzeug, um Arbeitsgebiete, Wissensflüsse, Rollen, Prozesse und Quellen sichtbar zu machen. Daraus entstehen strukturierte Wissenselemente für bessere Zusammenarbeit, schnellere Einarbeitung, Wissenstransfer und verantwortungsvolle KI-Nutzung. Den Zugang zum Online-Kurs finden Sie direkt im Buch.Der Inhalt<ul><li>Wissensorganisation als Grundlage für Lernen, Handlungsfähigkeit und Wertschöpfung</li><li>KI als kognitives Exoskelett der Wissensarbeit</li><li>RAG, KI-Agenten und KI-gestützte Wissenssysteme</li><li>Worksphere Map, Wissensflüsse und Wissenselemente</li><li>Governance, Datenschutz, Qualitätssicherung und Reifegradmodell</li><li>Praxisbeispiele, Wissenstransfer und Einführung KI-fähiger Wissensplattformen</li></ul>Die AutorenBenno Ackermann
 ist Geschäftsführer der Wissenstransfer GmbH, Berater und Dozent für Wissensmanagement, Wissenstransfer und Organisationsentwicklung.
 Prof. Dr. Oliver Krancher
 forscht und lehrt zu Wissensmanagement, Digitalisierung, KI-Governance und Mensch-KI-Zusammenarbeit.
 Prof. Dr. Klaus North 
 ist ein profilierter Experte für Wissensmanagement, wissensorientierte Unternehmensführung und organisationales Lernen.
 Gemeinsam verbinden die Autoren wissenschaftliche Erkenntnisse mit Praxiserfahrung und zeigen Wege zu einer wirksamen, KI-gestützten Wissensorganisation.&nbsp;

Strategien, Methoden und Werkzeuge für die wissensbasierte Organisation von morgen

Erfolgreiche Wissensorganisation mit KI und Worksphere Map

Corporatism and Neoliberalism in a Global Era

The World Economic Forum and COVID-19

The Life-Changing Power of Making Do

The Jugaad Mindset

Routledge Research in Strategic Management

Contemporary organizations operate in environments defined by systemic openness and deep interdependence across economic, technological, institutional and socio-political systems. This book introduces the concept of strategic exposure to explain how firms navigate these interconnected fields, where competitive advantage depends not on defending isolated positions, but on governing exposure and adapting to continuous change. This book offers three integrative frameworks: the Strategic Field Framework, the Strategy Parachute, and the Renewal Loop. It provides tools for diagnosing exposure, coordinating across boundaries, and renewing advantage. Grounded in executive interviews, case studies, and pedagogical experiments, it combines conceptual synthesis with real-world insights to explore how organizations manage interdependence, legitimacy pressures, and competitive erosion. Aimed at researchers, scholars and postgraduate students in strategic management, international business, and organization studies, it also offers valuable insights for reflective practitioners and policymakers working in globally interconnected industries. By reframing strategy for open systems, the book provides a fresh perspective on how organizations can thrive in an era of uncertainty and interdependence.

Competitive Advantage, Governance and Systemic Openness

Strategic Exposure

BCS, The Chartered Institute for IT

Practical tools for strategic planning and execution

Business Architecture Techniques

THE #1 INTERNATIONAL BESTSELLER As seen in TIME Magazine and on High Performance podcast 'This book could change your life' - Time Out 'A remarkable reflection on values and psychology based on hard-won experience' - Rory Stewart Expert advice to master your potential, from the founder and CEO of Discovery and Vitality. Adrian Gore built a company from a single, bold idea into a global financial group serving over 50 million customers across more than forty markets. He didn't just scale a business; he created a whole new shared-value business model, a system so revolutionary it's taught as a case study at Harvard Business School and has been recognized by Fortune magazine as 'changing the world'. In The Four Principles, Gore reveals the framework and guiding principles that powered this success for the first time. Moving beyond standard leadership advice, he explores the behavioural science and 'multiplier effect' that occur when these four principles intersect:<ol><li>Disciplined Optimism: We have a default tendency to seek out negative signals. Learn why choosing optimism is the most rational path to seizing overlooked opportunities.</li><li>Focused Urgency: Why your perceived time to make an impact is shorter than you think. Recognizing this can act as your greatest motivator.</li><li>Declared Goals: Psychologically, avoiding a loss feels twice as important as achieving a gain. Setting bold goals triggers this force, unlocking radical motivation and decisive action.</li><li>The 'Pareto Tail': Building on the other principles, learning to identify and target a few high-power decisions can determine your life's entire trajectory.</li></ol> Gore argues that our instincts, shaped for a simpler, linear world, often mislead us in today's complex, networked age. The Four Principles challenges these outdated mental models and shows you how to harness your potential for truly remarkable results - personally and professionally. 'Demonstrates how to create enduring value' - Larry Fink, Chairman and CEO of BlackRock 'Important reading for those aspiring to leadership or seeking to make an impact on the world' - Lord William Hague, Chancellor of the University of Oxford 'The Four Principles distils decades of leadership and insight into a practical framework that explains what matters - and why' - Sir Mark Tucker, Chairman, AIA Group 'For leaders seeking to create outsized impact' - Ruth Porat, President and CIO of Alphabet and Google

Multiply Your Impact in Life and Leadership

The Four Principles

Corporate Governance in the Age of Artificial Intelligence

AI-Proof

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