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Sonnenfeld J: When Machines Act

When Machines Act

The Promise and Peril of Navigating Our Agentic AI Future

A lesson-packed success story for the twenty-first century, from a ninth-generation Kentuckian who imported the Silicon Valley playbook to the heartland, revealing how the entrepreneurial mindset can be applied anywhere, and even to our most stubborn industries. In his case: trash. When Nate Morris decided to build a business, he wasn’t looking to disrupt—he was looking for a problem to solve. Morris believed that the bigger the problem, the more the market would reward him for solving it. And one of the biggest problems, he came to believe, was one that every person, business, and community dealt with on a daily basis, but which was often overlooked: waste. American Trash is the moving story of how a ninth-generation Kentuckian—a boy who grew up being called “white trash”—applied the innovative thinking we associate with Silicon Valley startups to the ancient problem of waste. Raised on the scrappy resourcefulness of his grandfather, president of their local autoworkers’ union, Morris built Rubicon, a waste management company powered by digital technology. Unlike the bloated industry titans of yesterday, Rubicon was asset light: It wouldn’t own landfills, so it would be free of the perverse incentive to fill the land with chemical-laden trash, and it wouldn’t own trucks, so it would support “mom and pop” hauler businesses. Most important, it would be based in Georgia and Kentucky, thousands of miles from the near-sighted culture of Silicon Valley. In telling his story, Morris shows how he combined the great tradition of American entrepreneurship with the lessons of the digital economy—and did it far from the coastal bastions of the technology elite. The result is a blueprint for those seeking to tackle our biggest challenges with creative, free-market solutions.

A lesson-packed success story for the twenty-first century, from a ninth-generation Kentuckian who imported the Silicon Valley playbook to the heartland, revealing how the entrepreneurial mindset can be applied anywhere, and even to our most stubborn industries. In his case: trash. When Nate Morris decided to build a business, he wasn’t looking to disrupt—he was looking for a problem to solve. Morris believed that the bigger the problem, the more the market would reward him for solving it. And one of the biggest problems, he came to believe, was one that every person, business, and community dealt with on a daily basis, but which was often overlooked: waste. American Trash is the moving story of how a ninth-generation Kentuckian—a boy who grew up being called “white trash”—applied the innovative thinking we associate with Silicon Valley startups to the ancient problem of waste. Raised on the scrappy resourcefulness of his grandfather, president of their local autoworkers’ union, Morris built Rubicon, a waste management company powered by digital technology. Unlike the bloated industry titans of yesterday, Rubicon was asset light: It wouldn’t own landfills, so it would be free of the perverse incentive to fill the land with chemical-laden trash, and it wouldn’t own trucks, so it would support “mom and pop” hauler businesses. Most important, it would be based in Georgia and Kentucky, thousands of miles from the near-sighted culture of Silicon Valley. In telling his story, Morris shows how he combined the great tradition of American entrepreneurship with the lessons of the digital economy—and did it far from the coastal bastions of the technology elite. The result is a blueprint for those seeking to tackle our biggest challenges with creative, free-market solutions.

Hard-Earned Lessons from a Heartland Entrepreneur

American Trash

The Blackwell Philosophy and Pop Culture Series

The Bear and Philosophy

Bridging Technology and Purpose

AI for Financial Sustainability

Palgrave Studies in Public Debt, Spending, and Revenue

This book examines the interplay of professional norms and political accountability in the process of making decisions about whether, how, and how much debt state and local governments should incur. The careful analysis of accountability in actual decisions, focusing particularly on whether and how individual and collective decision-making behavior responds to general (stipulated) norms and situational (negotiated) expectations in their broader social contexts, is a familiar approach in the study of management and public organizations generally, but has not been extensively applied to this area of public financial decision making. Political economists, especially those identified with the public-choice approach, have done extensive macro-level normative and theoretical analysis of public debt, but not in an empirically rich fashion. This book therefore constitutes a missing link that uses analyses of selected cases to advance conceptual understandings of organizational accountability spaces in general, and decisions to incur public indebtedness and the implications of those decisions specifically, by examining the intersection of the macro, meso, and micro levels of expectations for and practices of public financial decision making.

Professionalism and Accountability in Public Finance Decision-Making

Debt Reckoning

The 5 Laws to Reclaim Your Time, Protect Your Energy and Build a Life That Fits You

Create a Life on Your Terms

More isn’t always better

The Redesign of Progress

Darkside
 Economics is a book about a different use of economics - as a weapon to coerce other economies or to defend them from coercion. There is intense interest in economic warfare which is much in the headlines today, but it has a long history of use and abuse.
The weapons covered include sanctions, embargoes, tariffs, technology restrictions, investment policy, financial tools and some other new instruments based on AI and crypto. We look at the history of these practices, explain how they work and estimate their effects, from the point of view of the aggressor, the target or other small countries. This includes strategic games, weapons retaliation, resilience-building, chokepoint mapping and supply chain management.
These tools often have negative economic effects, but they continue to be a central part of both diplomatic and military strategy, and they are happening in the trade wars all around us. Economists, policy-makers, students, the media and the informed public all need to understand them better. The radical ideas and intriguing stories in this short book will help them.

The Art of Economic Warfare

Darkside Economics

Ius Gentium: Comparative Perspectives on Law and Justice

The contemporary significance of the subject “Social Rights, Inequalities and Affirmative Action” is indisputable. In periods of social polarization, conflict and crisis, it is imperative that the obligation of our societies to protect and promote social rights is addressed and acknowledged. It is also necessary to recognize the way in which social rights are jeopardized by inequalities that impede the cultivation of robust social relationships and to document instances of the implementation of affirmative actions in this scenario. The aims of this work are as follows: firstly, to establish general topics (part I); secondly, to undertake more specific investigations within the primary topic (part II); and thirdly, to address the challenges posed by the technological transition currently taking place in society, which has significant consequences for social rights, (in)equality, and affirmative action (part III). The study is organized into three sections corresponding to these targets. For the purposes of this study, the analysis will commence, in the Part I of this book, at the genesis of the debates, as outlined in the chapter concerning the old and the new forms of racism. This contribution is followed by a chapter on the growing recognition of intersectional discrimination in European and global human rights frameworks and by another on structural discrimination and the function of the law against unjust enrichment. To further explore and expand upon the subjects addressed in the preceding chapters, the final chapter of Part I of this book delves into the topic of affirmative action in the United States. The second part of this work is dedicated primarily to specific forms of affirmative action, thereby deepening the discussion initiated in the first part of this book. The initial topic examines the way in which the pandemic has impacted specific social groups and led to the emergence of health disparities in the UK. The subsequent chapter is devoted to an examination of the alterations in the benefits of minimum income support in Brazil in recent years. The fourth chapter undertakes a detailed investigation of a specific affirmative action program for children and adolescents with the objective of reducing violence in urban areas. The final chapter conducts an analysis of ageing, public policies and inclusion in Brazil. The third and final section is dedicated to an examination of the challenges faced by our technological societies. The field of “Social Rights, Inequalities and Affirmative Action” is set to be impacted by the regulation of artificial intelligence, the increasing digitalization of activities, and the development of new tools designed to enhance the efficiency of the social state. The initial chapter of the concluding section deals with the regulation of artificial intelligence in Brazil and the impacts of neurotechnology. The second study examines conservative digitalization and structural inequalities in Latin American information societies, while the final study focuses on the emergence of the social digital state and the use of instruments that produce inequality and discrimination.

The contemporary significance of the subject “Social Rights, Inequalities and Affirmative Action” is indisputable. In periods of social polarization, conflict and crisis, it is imperative that the obligation of our societies to protect and promote social rights is addressed and acknowledged. It is also necessary to recognize the way in which social rights are jeopardized by inequalities that impede the cultivation of robust social relationships and to document instances of the implementation of affirmative actions in this scenario. The aims of this work are as follows: firstly, to establish general topics (part I); secondly, to undertake more specific investigations within the primary topic (part II); and thirdly, to address the challenges posed by the technological transition currently taking place in society, which has significant consequences for social rights, (in)equality, and affirmative action (part III). The study is organized into three sections corresponding to these targets. For the purposes of this study, the analysis will commence, in the Part I of this book, at the genesis of the debates, as outlined in the chapter concerning the old and the new forms of racism. This contribution is followed by a chapter on the growing recognition of intersectional discrimination in European and global human rights frameworks and by another on structural discrimination and the function of the law against unjust enrichment. To further explore and expand upon the subjects addressed in the preceding chapters, the final chapter of Part I of this book delves into the topic of affirmative action in the United States. The second part of this work is dedicated primarily to specific forms of affirmative action, thereby deepening the discussion initiated in the first part of this book. The initial topic examines the way in which the pandemic has impacted specific social groups and led to the emergence of health disparities in the UK. The subsequent chapter is devoted to an examination of the alterations in the benefits of minimum income support in Brazil in recent years. The fourth chapter undertakes a detailed investigation of a specific affirmative action program for children and adolescents with the objective of reducing violence in urban areas. The final chapter conducts an analysis of ageing, public policies and inclusion in Brazil. The third and final section is dedicated to an examination of the challenges faced by our technological societies. The field of “Social Rights, Inequalities and Affirmative Action” is set to be impacted by the regulation of artificial intelligence, the increasing digitalization of activities, and the development of new tools designed to enhance the efficiency of the social state. The initial chapter of the concluding section deals with the regulation of artificial intelligence in Brazil and the impacts of neurotechnology. The second study examines conservative digitalization and structural inequalities in Latin American information societies, while the final study focuses on the emergence of the social digital state and the use of instruments that produce inequality and discrimination.

Social Rights, Inequalities and Affirmative Action

'Full of seriously good leadership wisdom - a must read for those who aspire to greatness' Richard Koch, bestselling author of The 80/20 Principle'One of the most stimulating books to read on leadership' Philip Kotler, Professor of International Marketing at the Kellogg School of Management'Loaded with practical, thought-provoking ideas on leadership that can profoundly affect your life' Brian Tracy, bestselling author of How the Best Leaders Lead and Eat That Frog!Have you ever wondered what characteristics are shared by successful business leaders? Have you ever asked yourself what it is that they do differently which makes them and their organisations stand out from the crowd? And what can you learn from them to ensure your own success? If so, The Book of Leadership is for you.Anthony Gell has conducted interviews with some of the most successful CEOs, entrepreneurs and business thinkers in the world, including Sir Terry Leahy, former CEO of Tesco, Richard Reed, founder of innocent drinks, Olaf Swantee, CEO of EE and Daniel Goleman, author of the bestselling Emotional Intelligence.Now for the first time, he is bringing together hours of exclusive interview footage into a single resource for anybody looking to improve their leadership skills.In The Book of Leadership he combines his own experiences as a CEO with those of the leaders he has interviewed to provide insights and advice in three core areas:* Part 1 looks at leaders as individuals and reveals the personal habits and attributes that have laid the foundations for their success. * Part 2 focuses on what it takes to build and motivate a world class team * Part 3 goes beyond team leadership to identify how the habits of effective leadership are carried through on a larger scale in organisations.

How to Lead at Every Level

The Book of Leadership (Revised Edition)

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

Routledge Studies in Accounting

Implications for Practice, Education, and Research

Generative AI and Agentic Systems in Accounting

Algorithmic Management: Artificial Intelligence and the Transformation of Organizations is the first comprehensive textbook designed to prepare management students to engage critically and responsibly with artificial intelligence in organizations. Bringing together classical management theory, contemporary AI applications, and systematic power analysis, the book equips future managers to both harness AI's potential and confront its risks.Structured in three parts, the book begins with foundational frameworks-socio-technical systems theory, technology and society perspectives, and core management theories reinterpreted for the AI era. It then examines applications across all major management functions-Marketing, HR, Finance, Operations, Supply Chain, and Strategy-using over 30 real-world case studies drawn from different industries, parts of the world, and types of organizations from multinational corporations to nonprofits and social ventures. The final section addresses organizational design, leadership, governance, and the future of algorithmic organizations. Throughout, pedagogical features-learning objectives, vignettes, discussion questions, toolkits, and ethical dilemmas-make the book classroom-ready and adaptable across MBA, undergraduate, and executive education settings. The text advances an approach of pragmatic criticality: AI is neither celebrated uncritically nor rejected outright but treated as a socio-technical phenomenon requiring managerial judgment, ethical reflection, and contextual awareness.By bridging management theory, functional practice, and critical perspectives, this book fills a critical market gap and is positioned to become the definitive teaching resource on AI and management for business education worldwide.

Artificial Intelligence and the Transformation of Organizations

Algorithmic Management

When Machines Act

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