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AI-Driven Business Model Innovation

Wiley Finance

The handbook to unleash the power of AI in Finance with guidance to pragmatically managing AI Risk Are you ready to harness the transformative potential of artificial intelligence and machine learning in finance while effectively managing the associated risks? "AI and Risk Management in Finance: A Practitioner's Handbook" by Sri Krishnamurthy, CFA, is your indispensable guide. Tailored for financial professionals, this comprehensive handbook delivers practical insights, case studies, and frameworks to navigate the complex landscape of AI and ML in the financial sector. This pragmatic handbook, developed primarily for professionals involved in designing, developing, and deploying AI models in the financial industry explores cutting-edge technologies, regulatory landscapes, and pragmatic frameworks. From generative AI to robust risk management strategies, this handbook equips you with the tools you need to validate models, ensure compliance, and operationalize AI risk management effectively. Leveraging lessons from QuantUniversity's AI and Machine Learning Risk Management program offered in 18 countries, this book focuses on enabling practitioners apply the state-of-the-art AI and machine learning techniques factoring unique risks specific to the financial services domain. Whether you're a seasoned professional or a newcomer, this book offers invaluable insights for harnessing the power of AI responsibly in the financial industry. Highlights of the Book: <ul> <li>Machine Learning and AI in Financial Services: Dive into the fundamentals of ML and AI, exploring various applications within the financial industry through real-world case studies.</li> <li>Generative AI and LLMs in Finance: Understand the emerging landscape, key players, and advanced concepts like prompt engineering and fine-tuning with practical examples.</li> <li>Risk Management for AI/ML Applications: Learn about current and emerging regulatory landscapes, AI risk management frameworks, and legislative efforts shaping the field.</li> <li>Data Governance Issues: Address critical aspects of data quality, privacy, security, and governance, with actionable frameworks and illustrative case studies.</li> <li>Model and System Governance: Gain insights into validating machine learning models, quantifying model risk, and ensuring robust system governance with MLOps and model monitoring.</li> <li>Key Risk Assessment Facets: Focus on documentation, explainability, fairness, security, and reliability with detailed case studies.</li> <li>Verification and Validation: Distinguish between verification and validation and learn frameworks for effective AI application validation.</li> <li>Algorithmic Auditing: Conduct comprehensive algorithmic audits with detailed processes and real-world examples.</li> <li>Operationalizing AI Risk Management: Discover ten essential strategies for implementing AI risk management practices effectively in your organization.</li> </ul> Prepare for the future of finance with expert advice and actionable strategies. Don't miss out on this comprehensive guide-your roadmap to navigating AI and risk management in the financial sector.

A Practitioner�s Guide to Machine Learning, Generative AI, Agentic Systems, and Responsible Deployment

AI and Risk Management in Finance

This is the updated and expanded edition of the only radical, multidisciplinary, international introduction to intellectual property in its socio-economic contexts. Bringing together voices from law, sociology, economics, political science, and cultural studies from across the Global North and Global South, experts and activists Mat Callahan and Jim Rogers offer a detailed history and analysis of IP before asking critical questions designed to underscore its importance in the broader struggle between capital and the commons. What are the broader implications of IP, whether for agribusiness, pharmaceuticals, education, or entertainment? Is IP law a fundamental pillar of our culture, or has it been used to protect and assert the ownership of, and thus limit, the spread of ideas and creativity? With a chapter structure moving from historical and theoretical foundations to industry-specific conflicts and policy analysis, this book covers the breadth and depth of IP areas, including patents, copyrights, trademarks, and trade secrets, as well as emerging issues such as digital rights and biotechnology. Key features include: - voluminous, up-to-date case studies, both Western and non-Western; - an extensive, jargon-busting list of abbreviations of specialized or technical terms; - a new chapter on copyright and socialism; - revisions and updates accounting for the seismic impacts of artificial intelligence. This is a foundational must-read for all researchers, students, and activists interested in critical analyses of IP laws and policies--not just their legal frameworks, but also their broader social, economic, and political implications.

A Radical Guide to the Past, Present, and Future of the Ownership of Ideas

Rethinking Intellectual Property

Understand and learn to respond to the global and local crises shaping the tourism industry. Crisis Management in Tourism by Kyriaki Glyptou is a comprehensive textbook designed for upper-level undergraduate and postgraduate students studying tourism, hospitality and event management. Aligned with modules on crisis management and sustainable tourism, it provides a structured framework for understanding how crises impact destinations, organizations and various stakeholders. Taking a multidimensional approach, this textbook explores why traditional crisis management models often fail in high-stakes tourism contexts. This textbook: -Examines nine interconnected dimensions in managing a crisis response: the legal, operational, financial, communication, strategic, reputational, political, ethical and human factors -Explores the contemporary challenges reshaping the industry, including climate change, geopolitical instability and community resistance to tourism -Includes real-world examples from VisitBritain, the Greek National Tourism Organization, TUI and Jet2, alongside crisis events such as the 2019 Australia wildfires &gt;This textbook equips students with the knowledge and practical skills needed to navigate crises, make decisions in dynamic, uncertain environments and build resilience in a rapidly changing global tourism industry.

Principles and Practices for Strategic and Resilient Planning

Crisis Management in Tourism

Integrating CSR, ESG, and Innovation

Sustainability in Digital Enterprises

How the rise of AI agents--and other forms of autonomous intelligence--will transform every aspect of how companies create value and compete.Companies have long operated with a basic assumption: intelligence is scarce. Talent is limited, expertise is expensive, and good judgment is hard to scale. But that world is ending.AI agents are bringing a new form of labor into the enterprise--one that can work autonomously, learn continuously, and scale instantly. Their embodied counterparts, from drones to humanoid robots, are doing the same in the physical world. Together, these systems are introducing a new economic reality: cognition is becoming cheap, elastic, and abundant.In Abundant Intelligence, Deloitte's Nitin Mittal and futurist Mike Walsh show what happens when intelligence becomes cheap and widely available. Drawing on inside access to the people leading AI transformations at the world's most powerful companies, they uncover how this shift is challenging every assumption about strategy, productivity, and leadership, and what organizations must do now to stay ahead.As abundance becomes the new normal, the leader's job shifts from collecting intelligence to directing it. Those who learn to harness this expanding workforce of digital labor will unlock new levels of speed, creativity, and advantage. For everyone else, the gap will widen fast.

How Digital Labor Will Rewrite the Rules of Business

Abundant Intelligence

Understand how circular economy principles reshape business strategy and practice. The Circular Economy by Suzanne Smit and Uthayasankar Sivarajah is a practical and theory-informed textbook for postgraduate and final-year undergraduate students studying Circular Economy, Sustainable Business and related business and management courses. Aligned with contemporary module outcomes, it addresses why circular economy thinking is essential for modern business and how organizations can embed sustainability across core functions. The textbook examines how businesses can plan, implement and manage circular transitions by integrating circular economy principles, metrics and decision-making frameworks into everyday business activity. Structured around four interrelated stages, it explores strategic planning, resource organization, leadership and control mechanisms that enable organizations to move from linear to circular models. Real-world examples from Ikea, the Ellen MacArthur Foundation, The Guararapes Group and Flying Tiger demonstrate how circular strategies are applied in practice across industries and regions. This textbook includes: - A four-part framework covering planning, organizing, leading and controlling circular economy initiatives - Clear explanations of circular economy theories, strategies and performance metrics - Application of circular principles to finance, operations, supply chain management and business storytelling - Real-world examples illustrating how organizations manage circular transitions - Online resources including lecturer slides and a lecturer's manual Whether studying sustainable business or preparing for roles in strategy, operations or sustainability, this textbook equips students with the knowledge and practical insight needed to support and lead circular transformation in organizations.

Strategies and Principles for Responsible Businesses

The Circular Economy

What works-and what doesn't-when companies try to do goodCan companies really be "socially responsible"-and should they try? This debate is newly urgent as consumers, employees, and investors push companies to take a stand on everything from climate change to inequality. In this lively and clear-eyed book, economist Ray Fisman cuts through the rhetoric around "doing well by doing good" to show what actually changes corporate behavior and what doesn't-and what corporations should really do if they have society's interests at heart. He will answer questions many of us may be asking:¿ Will consumers pay more for eco-friendly products? ¿ Will employees work harder if they're paid a living wage? ¿ Do ESG (environmental, social, and governance) funds make a difference? ¿ Should you pay more for fair-trade coffee at your local café? (Yes, you should.)Drawing on decades of evidence, Fisman examines which approaches to corporate responsibility make a genuine difference-and which are cheap talk, or worse. The result is a practical framework for understanding the tradeoffs between profit and purpose, recognizing which efforts to do good are likely to succeed, and how your choices can push companies to do better.

The Economics of Making Business Do the Greatest Good

The Model Company

Understand the complexities involved in managing destinations, including the current challenges at the forefront of the tourism industry such as climate change, overtourism and crisis management.

A Practical Approach

Responsible Destination Management

Independent, inflation-targeting central banks were supposed to deliver stable prices, financial stability and lasting prosperity. Instead, they have presided over financial crises, stagnant growth, rising inequality and the return of inflation. Yet policy makers and politicians have proved remarkably reluctant to challenge the orthodoxy. Why has this model proved so resilient-and what should replace it? In The Gods That Failed, economist Josh Ryan-Collins argues that today's macroeconomic policy framework rests on five powerful myths that have shaped economic thinking since the 1980s. From the "natural" rate of interest and the management of inflation expectations to efficient financial markets and the taboos surrounding fiscal dominance and credit policy, these ideas continue to constrain policymakers even as the evidence against them becomes overwhelming. Blending colourful economic history, cutting-edge research and vivid real-world examples, Ryan-Collins opens-up the often opaque and technocratic world of monetary and financial policy for a wide readership and illustrates its fundamental flaws. At a time of repeated economic and financial shocks, ecological breakdown and geopolitical instability, The Gods That Failed argues that rebuilding our economies will require a wholesale rethinking of how central banks, governments and financial institutions work together to manage money, credit and the macroeconomy.

Rethinking Central Banking and Macrofinancial Policy for the Age of Polycrisis

The Gods that Failed

Innovations in Intelligent Internet of Everything IoE

Biomedical Applications of AI and IoMT in Smart Healthcare

A ground-breaking framework that redefines price formation as the structural foundation of sustainability, The Price of Sustainability argues that 'true pricing' can restore long-term and inclusive economic viability. Through grounding in rigorous fieldwork, financial analysis, and the economic insights of Rudolf Steiner, this book exposes the reality behind today's pricing; that they are systematically falsified and don't reflect the reality of sustaining labour, nature and capital. To counter this, Andrillon introduces the concept of true pricing as a diagnostic framework, discerning when a price reflects viability, and when it conceals impending collapse. In the opening chapters, the author guides you through both the contemporary failure of sustainable development and the shortcomings of economic approaches to this issue. Transitioning from diagnosis to construction, Chapter 4 formalizes the concept of a "true price"; it argues that a price is only true if it enables the full reproduction of labour, nature, and capital across time. The following chapters present the operational core of this framework, illustrating how it can be used across sectors as a practical evaluative method. Bridging political economy, sustainability science, and economic theory while offering a highly original contribution to debates on degrowth, post-capitalism, and ecological transition, this innovative text is the perfect companion for undergraduate students, postgraduate students, scholars and policy-makers working at the intersection of sustainability, political economy, ecological economics, development studies, and accounting.

Rethinking Pricing for a Viable Economy

The Price of Sustainability

AI-Driven Business Model Innovation

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