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The AI Dilemma by Dr. Cindy Gordon,Malay A. Upadhyay Pdf
Understand the Impact of AI in Industries and Assess Your Organizational AI Readiness Ê KEY FEATURESÊÊ _ Proven real use-cases of AI with its benefits illustrated. _ Exposure to successful implementation of AI in 8+ sectors. _ Exclusive coverage for the leadership team to design AI strategy with calculated risks and benefits. DESCRIPTIONÊÊ This book brings you cutting-edge coverage on AI and its ability to create a perfect world or a perfect storm across industries. Equipped with numerous real-world use-cases, the book imparts knowledge on innovations with AI and a process to determine your organizational AI readiness. You will gain from ethical considerations, execution strategy and a comprehensive assessment of AI in your sector. The sectors covered include Healthcare, Education, Media & Telecom, Travel & Transportation, Governance, Agriculture, Manufacturing, Retail, Business Functions (Finance, HR, Law, Marketing & Sales), Offices and Personal Life. Apart from this, you will get acquainted with AI policies in the USA, China, Canada, UK, Germany, Australia, India, Russia, OECD and the EU. This book will assist you in understanding your organization's AI maturity and how to gain competitive advantage in your respective industry by introducing AI in the business culture. By the end of this book, you will get strategic insights on managing risk and advancing the AI mandate in your business practices. WHAT YOU WILL LEARN _ Productive & destructive future possibilities with AI. _ AI's innovations and applications in different sectors. _ Ethical challenges & strategic considerations with AI. _ AI policies in some of the major economies. _ AI governance & maturity assessment for organizations. WHO THIS BOOK IS FORÊÊ This book is helpful for those looking to grasp the current state and future possibilities of AI. This includes business and administrative educators, students and professionals. It is particularly useful for leaders who would like to focus on specific industries, assess their current state with AI and get their organizations to be AI ready. Ê TABLE OF CONTENTS 1. AI is Everywhere 2. AI in Healthcare 3. AI in Education 4. AI in Transportation & Space 5. AI in Media & Communication 6. AI in Government 7. AI by Countries (US, China, EU, Canada, UK and India) 8. AI in Businesses & Value Chain 9. AI at Work 10. AI at Home & in Personal Life 11. Getting AI right in organizations
The misuse of AI has led to wrongful arrests, denial of medical care, even genocide-this book offers 7 powerful principles that business can use now to end the harm. AI holds incredible promise to improve virtually every aspect of our lives, but we can't ignore its risks, mishaps and misuses. Juliette Powell and Art Kleiner offer seven principles for ensuring that machine learning supports human flourishing. They draw on Powell's research at Columbia University and use a wealth of real-world examples. Four principles relate to AI systems themselves. Human risk must be rigorously determined and consciously included in any design process. AI systems must be understandable and transparent to any observer, not just the engineers working on them. People must be allowed to protect and manage their personal data. The biases embedded in AI must be confronted and reduced. The final three principles pertain to the organizations that create AI systems. There must be procedures in place to hold them accountable for negative consequences. Organizations need to be loosely structured so that problems in one area can be isolated and resolved before they spread and sabotage the whole system. Finally, there must be psychological safety and creative friction, so that anyone involved in software development can bring problems to light without fear of reprisal. Powell and Kleiner explore how to implement each principle, citing current best practices, promising new developments, and sobering cautionary tales. Incorporating the perspectives of engineers, businesspeople, government officials, and social activists, this book will help us realize the unprecedented benefits and opportunities AI systems can provide.
The misuse of AI has led to wrongful arrests, denial of medical care, even genocide-this book offers 7 powerful principles that business can use now to end the harm. AI holds incredible promise to improve virtually every aspect of our lives, but we can't ignore its risks, mishaps and misuses. Juliette Powell and Art Kleiner offer seven principles for ensuring that machine learning supports human flourishing. They draw on Powell's research at Columbia University and use a wealth of real-world examples. Four principles relate to AI systems themselves. Human risk must be rigorously determined and consciously included in any design process. AI systems must be understandable and transparent to any observer, not just the engineers working on them. People must be allowed to protect and manage their personal data. The biases embedded in AI must be confronted and reduced. The final three principles pertain to the organizations that create AI systems. There must be procedures in place to hold them accountable for negative consequences. Organizations need to be loosely structured so that problems in one area can be isolated and resolved before they spread and sabotage the whole system. Finally, there must be psychological safety and creative friction, so that anyone involved in software development can bring problems to light without fear of reprisal. Powell and Kleiner explore how to implement each principle, citing current best practices, promising new developments, and sobering cautionary tales. Incorporating the perspectives of engineers, businesspeople, government officials, and social activists, this book will help us realize the unprecedented benefits and opportunities AI systems can provide.
The misuse of AI has led to wrongful arrests, denial of medical care, even genocide-this book offers 7 powerful principles that business can use now to end the harm.AI holds incredible promise to improve virtually every aspect of our lives, but we can't ignore its risks, mishaps and misuses. Juliette Powell and Art Kleiner offer seven principles for ensuring that machine learning supports human flourishing. They draw on Powell's research at Columbia University and use a wealth of real-world examples. Four principles relate to AI systems themselves. Human risk must be rigorously determined and consciously included in any design process. AI systems must be understandable and transparent to any observer, not just the engineers working on them. People must be allowed to protect and manage their personal data. The biases embedded in AI must be confronted and reduced. The final three principles pertain to the organizations that create AI systems. There must be procedures in place to hold them accountable for negative consequences. Organizations need to be loosely structured so that problems in one area can be isolated and resolved before they spread and sabotage the whole system. Finally, there must be psychological safety and creative friction, so that anyone involved in software development can bring problems to light without fear of reprisal. Powell and Kleiner explore how to implement each principle, citing current best practices, promising new developments, and sobering cautionary tales. Incorporating the perspectives of engineers, businesspeople, government officials, and social activists, this book will help us realize the unprecedented benefits and opportunities AI systems can provide.
The AI Dilemma by Juliette Powell,Art Kleiner,Esther Dyson Pdf
The misuse of AI has led to wrongful arrests, denial of medical care, even genocide-this book offers 7 powerful principles that business can use now to end the harm. AI holds incredible promise to improve virtually every aspect of our lives, but we can't ignore its risks, mishaps and misuses. Juliette Powell and Art Kleiner offer seven principles for ensuring that machine learning supports human flourishing. They draw on Powell's research at Columbia University and use a wealth of real-world examples. Four principles relate to AI systems themselves. Human risk must be rigorously determined and consciously included in any design process. AI systems must be understandable and transparent to any observer, not just the engineers working on them. People must be allowed to protect and manage their personal data. The biases embedded in AI must be confronted and reduced. The final three principles pertain to the organizations that create AI systems. There must be procedures in place to hold them accountable for negative consequences. Organizations need to be loosely structured so that problems in one area can be isolated and resolved before they spread and sabotage the whole system. Finally, there must be psychological safety and creative friction, so that anyone involved in software development can bring problems to light without fear of reprisal. Powell and Kleiner explore how to implement each principle, citing current best practices, promising new developments, and sobering cautionary tales. Incorporating the perspectives of engineers, businesspeople, government officials, and social activists, this book will help us realize the unprecedented benefits and opportunities AI systems can provide.
33 Million People in the Room by Juliette Powell Pdf
"Juliette Powell has provided a timely crash course on how to leverage your business's online presence. A must-read for any aspiring entrepreneur, activist, brand manager, or c-level executive." -Jeffrey Stewart, Serial Technology Entrepreneur; Founder, Mimeo, Urgent Career, and Monitor110 "Reading Juliette Powell's book is like perusing the secret trade documents of the most connected social butterfly. Upon first meeting Juliette, she immediately grabbed me by the arm and introduced me to the most important person in the room. When you pick up her book, it's the same experience. She reaches through the pages and gives the reader entry to the halls of power through online networking." -Amy Shuster, Editorial Producer, MSNBC "Juliette knows her way around a social network; she regales us with tales and practical advice from the plastic porous mediascape of today." -David Thorpe, Global Director of Innovation, Ogilvy & Mather "If you are in business or starting one, and wonder what the heck all this talk about social networking is about, this book is the best quick guide I've seen. It's full of juicy stories, backed up by sound social science, lucidly explained." -Howard Rheingold, Author, "Smartmobs"; Professor, Stanford and Berkeley "The exciting new world of online social networking is demonstrating the profound power of these truths to change the very fabric of society as we know it. Our interactions, relationships, and values are changing faster than most of us can comprehend. For some, the pace of this change is alarming. For others it is empowering. In "33 Million People in the Room "Juliette Powell takes us on a funfilled tour of this rapidly changing hypo-manic digital ecosystem simultaneously providing both practical advice and an insightful commentary on the increasing importance of authenticity in modern culture. Along the way we meet a hilarious cast of characters and gain a behind-the-scenes glimpse into real social networking success stories showing how to leverage the power of this modern phenomenon to achieve meaningful social and economic results for you and your business." -Michael Spencer, CTO, ASMALLWORLD "Juliette Powell has captured the strength, excitement, and opportunity of social networks in this compelling work. Opening with an arresting saga about Chris Anderson's debut as the new TED owner, she deftly sketches vignette after vignette that will have you thinking-why not me? Social networking power is awesome for those who have experienced it-but most people remain skeptical, guarded, and untrusting. Give up control? All control? Well, as she explains-YES! I've tried it, using six hundred fifty 'coauthors' to write a book-a book no one could have written, but to which 'everyone' could contribute. It was hard, very hard at first, to relinquish control, just as Powell describes. But the benefits she outlines are real. Try it-you'll see!" -Chuck House, Executive Director, Media X, Stanford University "Digital society is all about expanding and energizing connections between people and ideas in ways we are just starting to understand. "33 Million People in the Room "shares the perspective of an insider and shows us how business, entertainment, and politics all connect in the brave new world of social networking." -Kenny Miller, Creative Director and EVP, MTV Network Global Digital Media "If you thought social networks were just for kids, or geeks, or simply too frivolous for your time, then think again. Juliette Powell reveals the power of connections, the strategies to gain audience and the best practices to build community in this brisk-paced canter through the new tools and techniques for doing business. It's jargon-free and an easy read for those who have never dipped a toe in the water, but even experienced networkers will find wisdom in its pages. Real-world examples make a compelling case for her notion that social capital makes sound business sense and when successfully established can translate into capital in the bank." -Paul Brannan, Deputy Editor, News Interactive, BBC "Juliette Powell has written a book that will advance your understanding of social networking whether you're a nerd, Luddite, a savvy teen blogger, or, most importantly, a business person trying to gain an edge by embracing the latest Internet phenomenon." -Joel Dreyfuss, Editor in Chief, "Red Herring "magazine "Juliette Powell's book "33 Million People in the Room "is the perfect book for the class. Powell understands that social networking is the best way to find like-minded people online, either to pursue an interest, reach a particular goal, create or grow a business, or just to help establish a sense of community among people online and beyond. Bravo Prof. Powell for a job well done!" -Bill Sobel, Sobel Media, NY: MIEG, www.nymieg.org "Juliette Powell has brilliantly answered in rich dimensions "why "you should be deeply involved in this new communications fabric. Through vignettes with the true leaders of this revolution, Juliette has set forth all the energy and steam you need for your boilers to get going and enter the room." -Chris Brogan, Business Advisor, chrisbrogan.com "Juliette Powell has delivered a wonderfully succinct snapshot for embracing social computing as a way of doing business, not just the latest technology trend. Whether you are new to making connections online or are a social computing technology veteran, Juliette encapsulates the themes, concepts, and ideas that are most relevant for anyone in business interested in working in or exploring social computing." -Jeffrey Dachis, Cofounder, Razorfish, Inc.; Cofounder, Senior Partner Bond Art & Science; Chairman, Producers Guild of America New Media Council "Social networking is just not for breakfast anymore. "33 Million People in the Room "demonstrates how it transcends marketing and promotion, connecting people and companies in ways none of us dared dream. Thanks to Juliettte for putting this in perspective, and to social networks for so many of my restless nights." -David Blumenstein, Cofounder, The Hatchery "Juliette Powell puts a human face on the social changes being wrought online, whether describing new tools like MySpace and Facebook, or key concepts like viral communication and social capital." -Clay Shirky, Adjunct Professor, NYU's Graduate Interactive Telecommunications Program (ITP); Author, "Here Comes Everybody" " " "We all recognize that social networking and the technologies of connection and collaboration are an enormous phenomenon. But what do they mean? How can they, how will they be used to create social and economic value? Drawing on her own experience and on the insights of The Gathering Think Tank, Juliette Powell has developed a powerful set of answers to those critical questions. Full of clear explanations, helpful examples, and accessible advice, "33 Million People in the Room "is an important tool for managers and citizens alike-a sourcebook for the next economy." -Lawrence Wilkinson, Cofounder and Vice Chair, Oxygen Media; Cofounder and President, Global Business Network; Cofounder and Chair, Heminge & Condell "Juliette has done a terrific job of capturing the power of and the opportunities presented by social networks. Whether you are looking to maximize the impact of 'You Inc' or a global company, there are important lessons in this book. Things have changed, again, and this book will help you capitalize on it." -Doug Zingale, General Manager of Strategic Partnerships, Zune, Microsoft Corporation Social networks are no fad. They're a permanent reality: one that offers immense opportunities to smart, innovative businesses. Now, top social networking consultant Juliette Powell reveals how dozens of innovators are driving real ROI through social networks-and how you can, too. Powell's wide-ranging research, including coverage on Barack Obama's successful online strategy in his bid for the presidency, focuses on technology, media and gaming companies, leaders in fashion, beauty, publishing, finance, retail, event planning, and beyond. These powerful narratives illuminate the reality of doing business on today's social networks as never before. Through them, Powell introduces new best practices, shows how to avoid crucial pitfalls, and helps you prepare for the newest trends in online social networking. Drawing on the latest research, Powell connects the dots, uncovering the human dynamics and patterns that consistently underlie successful social networking initiatives. Along the way, she offers practical tools and advice for optimizing every stage of your own social networking initiative-from planning through measurement, and beyond. Getting on, getting started, and making social networks work for you Defining and implementing your optimal social networking strategy Leveraging the amazing power of the microcelebrity Achieving worldwide impact in the niche that matters to you Transforming social and cultural capital into financial capital Be generous, build your trusted personal network-and discover all you get in return Profiting from the knowledge you never knew you had Opening your organization's own social networking channels- inside and out
Assessing the legal and practical questions posed by the use of artificial intelligence in national security matters The increasing use of artificial intelligence poses challenges and opportunities for nearly all aspects of society, including the military and other elements of the national security establishment. This book addresses how national security law can and should be applied to artificial intelligence, which enables a wide range of decisions and actions not contemplated by current law. James Baker, an expert in national security law and process, adopts a realistic approach in assessing how the law—even when not directly addressing artificial intelligence—can be used, or even misused, to regulate this new technology. His new book covers, among other topics, national security process, constitutional law, the law of armed conflict, arms control, and academic and corporate ethics. With his own background as a judge, he examines potential points of contention and litigation in an area where the law is still evolving and might not yet provide clear and certain answers. The Centaur's Dilemma also analyzes potential risks associated with the use of artificial intelligence in the realm of national security—including the challenges of machine-human interface, operating (or not operating) the national-security decision-making process at machine speed, and the perils of a technology arms race. Written in plain English, The Centaur's Dilemma will help guide policymakers, lawyers, and technology experts as they deal with the many legal questions that will arise when using artificial intelligence to plan and carry out the actions required for the nation's defense.
Step into a world where technology and creativity collide in "Narrative Nexus: The AI Dilemma in Fiction." Delve into the heart of the riveting debate surrounding the role of artificial intelligence in replacing fictional writers. In this thought-provoking exploration, we journey through the compelling arguments both in favor of and against the idea, navigating the complex landscape where innovation and tradition intersect. In an era of rapidly evolving technology, the question of whether AI should replace fictional writers captivates the minds of literary enthusiasts and innovators alike. From efficiency and exploration to accessibility and experimentation, the case for AI-generated content is compelling. Imagine a literary realm where stories flow like never before, catering to diverse audiences and unlocking novel narratives that challenge the status quo. Yet, amidst the promise of this technological frontier, another narrative unfolds-one that champions the essence of human creativity and emotional depth. "Narrative Nexus" delves into the very soul of artistic expression, emphasizing the irreplaceable connection between human writers and their readers. Through the lens of ethics and originality, this book unearths the ethical dilemmas, intellectual property concerns, and cultural implications that AI-generated content brings to the forefront. Join us on a captivating journey as we navigate the multifaceted world of storytelling, where AI meets human ingenuity. Explore the realm of artistic expression, uncover the truths about human connection, and ponder the fate of originality and uniqueness in literature. "Narrative Nexus" is a literary journey that sparks conversations, challenges perspectives, and invites you to contemplate the future of fiction in a world reshaped by technology. Dive into the pages of "Narrative Nexus" and embark on an intellectual odyssey that traverses the boundaries of creativity, ethics, and the essence of what it means to be a storyteller. As AI advances and human imagination endures, the question remains: Should AI replace fictional writers, and if so, why?
Summary Companies small and large are initiating AI projects, investing vast sums of money on software, developers, and data scientists. Too often, these AI projects focus on technology at the expense of actionable or tangible business results, resulting in scattershot results and wasted investment. Succeeding with AI sets out a blueprint for AI projects to ensure they are predictable, successful, and profitable. It’s filled with practical techniques for running data science programs that ensure they’re cost effective and focused on the right business goals. Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the technology Succeeding with AI requires talent, tools, and money. So why do many well-funded, state-of-the-art projects fail to deliver meaningful business value? Because talent, tools, and money aren’t enough: You also need to know how to ask the right questions. In this unique book, AI consultant Veljko Krunic reveals a tested process to start AI projects right, so you’ll get the results you want. About the book Succeeding with AI sets out a framework for planning and running cost-effective, reliable AI projects that produce real business results. This practical guide reveals secrets forged during the author’s experience with dozens of startups, established businesses, and Fortune 500 giants that will help you establish meaningful, achievable goals. In it you’ll master a repeatable process to maximize the return on data-scientist hours and learn to implement effectiveness metrics for keeping projects on track and resistant to calcification. What's inside Where to invest for maximum payoff How AI projects are different from other software projects Catching early warnings in time to correct course Exercises and examples based on real-world business dilemmas About the reader For project and business leadership, result-focused data scientists, and engineering teams. No AI knowledge required. About the author Veljko Krunic is a data science consultant, has a computer science PhD, and is a certified Six Sigma Master Black Belt. Table of Contents: 1. Introduction 2. How to use AI in your business 3. Choosing your first AI project 4. Linking business and technology 5. What is an ML pipeline, and how does it affect an AI project? 6. Analyzing an ML pipeline 7. Guiding an AI project to success 8. AI trends that may affect you
Artificial Intelligence for a Better Future by Bernd Carsten Stahl Pdf
This open access book proposes a novel approach to Artificial Intelligence (AI) ethics. AI offers many advantages: better and faster medical diagnoses, improved business processes and efficiency, and the automation of boring work. But undesirable and ethically problematic consequences are possible too: biases and discrimination, breaches of privacy and security, and societal distortions such as unemployment, economic exploitation and weakened democratic processes. There is even a prospect, ultimately, of super-intelligent machines replacing humans. The key question, then, is: how can we benefit from AI while addressing its ethical problems? This book presents an innovative answer to the question by presenting a different perspective on AI and its ethical consequences. Instead of looking at individual AI techniques, applications or ethical issues, we can understand AI as a system of ecosystems, consisting of numerous interdependent technologies, applications and stakeholders. Developing this idea, the book explores how AI ecosystems can be shaped to foster human flourishing. Drawing on rich empirical insights and detailed conceptual analysis, it suggests practical measures to ensure that AI is used to make the world a better place.
In "Beyond the Code: Ethical Dilemmas in the AI Era," we embark on a thought-provoking journey through the intricate and often controversial world of artificial intelligence (AI) and its ethical implications. This book is a timely exploration into how AI, a field that has revolutionized our world, poses complex moral and ethical questions that challenge our traditional understanding of autonomy, privacy, and fairness. As we step into an era where AI influences almost every aspect of our lives, from healthcare decisions to social interactions, the need for a comprehensive ethical framework has never been more critical. This book delves deep into the heart of these dilemmas, examining the fine balance between technological advancement and ethical responsibility. Chapter by chapter, we unravel the multifaceted layers of AI ethics, beginning with a historical overview of AI development and its rapid evolution. We then transition into the core ethical issues - privacy concerns, bias and discrimination in AI algorithms, the implications of autonomous systems, and the looming fear of job displacement due to AI automation. Each topic is meticulously explored, providing readers with a nuanced understanding of the ethical challenges we face. Further, "Beyond the Code" does not shy away from the complex interplay between AI and global socioeconomic structures. It probes into how AI-driven decisions can perpetuate existing inequalities and explores the global disparity in AI development and its implications for international relations. What sets this book apart is its multidisciplinary approach. Weaving in perspectives from leading AI researchers, ethicists, sociologists, and policymakers, the book offers a holistic view of the ethical landscape of AI. Through case studies and real-world examples, it illustrates the tangible impact of these ethical issues on individuals and societies. As we navigate the uncharted territories of AI, "Beyond the Code" serves as both a guide and a catalyst for critical thinking. It invites readers to question and reflect upon the ethical boundaries of AI, encouraging a proactive approach to shaping a future where technology and ethics coexist harmoniously. Happy Reading! Dr. Hesham Mohamed Elsherif
The AI Book by Ivana Bartoletti,Anne Leslie,Shân M. Millie Pdf
Written by prominent thought leaders in the global fintech space, The AI Book aggregates diverse expertise into a single, informative volume and explains what artifical intelligence really means and how it can be used across financial services today. Key industry developments are explained in detail, and critical insights from cutting-edge practitioners offer first-hand information and lessons learned. Coverage includes: · Understanding the AI Portfolio: from machine learning to chatbots, to natural language processing (NLP); a deep dive into the Machine Intelligence Landscape; essentials on core technologies, rethinking enterprise, rethinking industries, rethinking humans; quantum computing and next-generation AI · AI experimentation and embedded usage, and the change in business model, value proposition, organisation, customer and co-worker experiences in today’s Financial Services Industry · The future state of financial services and capital markets – what’s next for the real-world implementation of AITech? · The innovating customer – users are not waiting for the financial services industry to work out how AI can re-shape their sector, profitability and competitiveness · Boardroom issues created and magnified by AI trends, including conduct, regulation & oversight in an algo-driven world, cybersecurity, diversity & inclusion, data privacy, the ‘unbundled corporation’ & the future of work, social responsibility, sustainability, and the new leadership imperatives · Ethical considerations of deploying Al solutions and why explainable Al is so important
This overview of the ethical issues raised by artificial intelligence moves beyond hype and nightmare scenarios to address concrete questions—offering a compelling, necessary read for our ChatGPT era. Artificial intelligence powers Google’s search engine, enables Facebook to target advertising, and allows Alexa and Siri to do their jobs. AI is also behind self-driving cars, predictive policing, and autonomous weapons that can kill without human intervention. These and other AI applications raise complex ethical issues that are the subject of ongoing debate. This volume in the MIT Press Essential Knowledge series offers an accessible synthesis of these issues. Written by a philosopher of technology, AI Ethics goes beyond the usual hype and nightmare scenarios to address concrete questions. Mark Coeckelbergh describes influential AI narratives, ranging from Frankenstein’s monster to transhumanism and the technological singularity. He surveys relevant philosophical discussions: questions about the fundamental differences between humans and machines and debates over the moral status of AI. He explains the technology of AI, describing different approaches and focusing on machine learning and data science. He offers an overview of important ethical issues, including privacy concerns, responsibility and the delegation of decision making, transparency, and bias as it arises at all stages of data science processes. He also considers the future of work in an AI economy. Finally, he analyzes a range of policy proposals and discusses challenges for policymakers. He argues for ethical practices that embed values in design, translate democratic values into practices and include a vision of the good life and the good society.
The Innovator's Dilemma by Clayton M. Christensen Pdf
Named one of 100 Leadership & Success Books to Read in a Lifetime by Amazon Editors An innovation classic. From Steve Jobs to Jeff Bezos, Clay Christensen’s work continues to underpin today’s most innovative leaders and organizations. The bestselling classic on disruptive innovation, by renowned author Clayton M. Christensen. His work is cited by the world’s best-known thought leaders, from Steve Jobs to Malcolm Gladwell. In this classic bestseller—one of the most influential business books of all time—innovation expert Clayton Christensen shows how even the most outstanding companies can do everything right—yet still lose market leadership. Christensen explains why most companies miss out on new waves of innovation. No matter the industry, he says, a successful company with established products will get pushed aside unless managers know how and when to abandon traditional business practices. Offering both successes and failures from leading companies as a guide, The Innovator’s Dilemma gives you a set of rules for capitalizing on the phenomenon of disruptive innovation. Sharp, cogent, and provocative—and consistently noted as one of the most valuable business ideas of all time—The Innovator’s Dilemma is the book no manager, leader, or entrepreneur should be without.
Each of the chapters in this volume devotes considerable attention to defining and elaborating the notion of the frame problem-one of the hard problems of artificial intelligence. Not only do the chapters clarify the problems at hand, they shed light on the different approaches taken by those in artificial intelligence and by certain philosophers who have been concerned with related problems in their field. The book should therefore not be read merely as a discussion of the frame problem narrowly conceived, but also as a general analysis of what could be a major challenge to the design of computer systems exhibiting general intelligence.
