Download or read book Summary of Ajay Agrawal s Power and Prediction written by Milkyway Media and published by Milkyway Media. This book was released on 2024-01-22 with total page 23 pages. Available in PDF, EPUB and Kindle. Book excerpt: Get the Summary of Ajay Agrawal's Power and Prediction in 20 minutes. Please note: This is a summary & not the original book. Ajay Agrawal's "Power and Prediction" draws parallels between the gradual adoption of electricity and the emerging integration of artificial intelligence (AI) into society. The book outlines the transition from steam to electricity, highlighting the transformative power of "system solutions" like Henry Ford's assembly line. Similarly, AI's potential extends beyond "point solutions" that improve prediction tasks to "system solutions" that reimagine organizational structures, separating prediction from decision-making...

Download or read book The Economics of Artificial Intelligence written by Ajay Agrawal and published by University of Chicago Press. This book was released on 2024-03-05 with total page 172 pages. Available in PDF, EPUB and Kindle. Book excerpt: A timely investigation of the potential economic effects, both realized and unrealized, of artificial intelligence within the United States healthcare system. In sweeping conversations about the impact of artificial intelligence on many sectors of the economy, healthcare has received relatively little attention. Yet it seems unlikely that an industry that represents nearly one-fifth of the economy could escape the efficiency and cost-driven disruptions of AI. The Economics of Artificial Intelligence: Health Care Challenges brings together contributions from health economists, physicians, philosophers, and scholars in law, public health, and machine learning to identify the primary barriers to entry of AI in the healthcare sector. Across original papers and in wide-ranging responses, the contributors analyze barriers of four types: incentives, management, data availability, and regulation. They also suggest that AI has the potential to improve outcomes and lower costs. Understanding both the benefits of and barriers to AI adoption is essential for designing policies that will affect the evolution of the healthcare system.

Download or read book Competing in the Age of AI written by Marco Iansiti and published by Harvard Business Press. This book was released on 2020-01-07 with total page 175 pages. Available in PDF, EPUB and Kindle. Book excerpt: "a provocative new book" — The New York Times AI-centric organizations exhibit a new operating architecture, redefining how they create, capture, share, and deliver value. Now with a new preface that explores how the coronavirus crisis compelled organizations such as Massachusetts General Hospital, Verizon, and IKEA to transform themselves with remarkable speed, Marco Iansiti and Karim R. Lakhani show how reinventing the firm around data, analytics, and AI removes traditional constraints on scale, scope, and learning that have restricted business growth for hundreds of years. From Airbnb to Ant Financial, Microsoft to Amazon, research shows how AI-driven processes are vastly more scalable than traditional processes, allow massive scope increase, enabling companies to straddle industry boundaries, and create powerful opportunities for learning—to drive ever more accurate, complex, and sophisticated predictions. When traditional operating constraints are removed, strategy becomes a whole new game, one whose rules and likely outcomes this book will make clear. Iansiti and Lakhani: Present a framework for rethinking business and operating models Explain how "collisions" between AI-driven/digital and traditional/analog firms are reshaping competition, altering the structure of our economy, and forcing traditional companies to rearchitect their operating models Explain the opportunities and risks created by digital firms Describe the new challenges and responsibilities for the leaders of both digital and traditional firms Packed with examples—including many from the most powerful and innovative global, AI-driven competitors—and based on research in hundreds of firms across many sectors, this is your essential guide for rethinking how your firm competes and operates in the era of AI.

Download or read book Power and Prediction written by Ajay Agrawal and published by Harvard Business Press. This book was released on 2022-11-15 with total page 171 pages. Available in PDF, EPUB and Kindle. Book excerpt: Disruption resulting from the proliferation of AI is coming. The authors of the bestselling Prediction Machines can help you prepare. Artificial intelligence (AI) has impacted many industries around the world—banking and finance, pharmaceuticals, automotive, medical technology, manufacturing, and retail. But it has only just begun its odyssey toward cheaper, better, and faster predictions that drive strategic business decisions. When prediction is taken to the max, industries transform, and with such transformation comes disruption. What is at the root of this? In their bestselling first book, Prediction Machines, eminent economists Ajay Agrawal, Joshua Gans, and Avi Goldfarb explained the simple yet game-changing economics of AI. Now, in Power and Prediction, they go deeper, examining the most basic unit of analysis: the decision. The authors explain that the two key decision-making ingredients are prediction and judgment, and we perform both together in our minds, often without realizing it. The rise of AI is shifting prediction from humans to machines, relieving people from this cognitive load while increasing the speed and accuracy of decisions. This sets the stage for a flourishing of new decisions and has profound implications for system-level innovation. Redesigning systems of interdependent decisions takes time—many industries are in the quiet before the storm—but when these new systems emerge, they can be disruptive on a global scale. Decision-making confers power. In industry, power confers profits; in society, power confers control. This process will have winners and losers, and the authors show how businesses can leverage opportunities, as well as protect their positions. Filled with illuminating insights, rich examples, and practical advice, Power and Prediction is the must-read guide for any business leader or policymaker on how to make the coming AI disruptions work for you rather than against you.

Download or read book Architects of Intelligence written by Martin Ford and published by Packt Publishing Ltd. This book was released on 2018-11-23 with total page 540 pages. Available in PDF, EPUB and Kindle. Book excerpt: Financial Times Best Books of the Year 2018 TechRepublic Top Books Every Techie Should Read Book Description How will AI evolve and what major innovations are on the horizon? What will its impact be on the job market, economy, and society? What is the path toward human-level machine intelligence? What should we be concerned about as artificial intelligence advances? Architects of Intelligence contains a series of in-depth, one-to-one interviews where New York Times bestselling author, Martin Ford, uncovers the truth behind these questions from some of the brightest minds in the Artificial Intelligence community. Martin has wide-ranging conversations with twenty-three of the world's foremost researchers and entrepreneurs working in AI and robotics: Demis Hassabis (DeepMind), Ray Kurzweil (Google), Geoffrey Hinton (Univ. of Toronto and Google), Rodney Brooks (Rethink Robotics), Yann LeCun (Facebook) , Fei-Fei Li (Stanford and Google), Yoshua Bengio (Univ. of Montreal), Andrew Ng (AI Fund), Daphne Koller (Stanford), Stuart Russell (UC Berkeley), Nick Bostrom (Univ. of Oxford), Barbara Grosz (Harvard), David Ferrucci (Elemental Cognition), James Manyika (McKinsey), Judea Pearl (UCLA), Josh Tenenbaum (MIT), Rana el Kaliouby (Affectiva), Daniela Rus (MIT), Jeff Dean (Google), Cynthia Breazeal (MIT), Oren Etzioni (Allen Institute for AI), Gary Marcus (NYU), and Bryan Johnson (Kernel). Martin Ford is a prominent futurist, and author of Financial Times Business Book of the Year, Rise of the Robots. He speaks at conferences and companies around the world on what AI and automation might mean for the future. Meet the minds behind the AI superpowers as they discuss the science, business and ethics of modern artificial intelligence. Read James Manyika’s thoughts on AI analytics, Geoffrey Hinton’s breakthroughs in AI programming and development, and Rana el Kaliouby’s insights into AI marketing. This AI book collects the opinions of the luminaries of the AI business, such as Stuart Russell (coauthor of the leading AI textbook), Rodney Brooks (a leader in AI robotics), Demis Hassabis (chess prodigy and mind behind AlphaGo), and Yoshua Bengio (leader in deep learning) to complete your AI education and give you an AI advantage in 2019 and the future.

Download or read book Human Machine written by Paul R. Daugherty and published by Harvard Business Press. This book was released on 2018-03-20 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: AI is radically transforming business. Are you ready? Look around you. Artificial intelligence is no longer just a futuristic notion. It's here right now--in software that senses what we need, supply chains that "think" in real time, and robots that respond to changes in their environment. Twenty-first-century pioneer companies are already using AI to innovate and grow fast. The bottom line is this: Businesses that understand how to harness AI can surge ahead. Those that neglect it will fall behind. Which side are you on? In Human + Machine, Accenture leaders Paul R. Daugherty and H. James (Jim) Wilson show that the essence of the AI paradigm shift is the transformation of all business processes within an organization--whether related to breakthrough innovation, everyday customer service, or personal productivity habits. As humans and smart machines collaborate ever more closely, work processes become more fluid and adaptive, enabling companies to change them on the fly--or to completely reimagine them. AI is changing all the rules of how companies operate. Based on the authors' experience and research with 1,500 organizations, the book reveals how companies are using the new rules of AI to leap ahead on innovation and profitability, as well as what you can do to achieve similar results. It describes six entirely new types of hybrid human + machine roles that every company must develop, and it includes a "leader’s guide" with the five crucial principles required to become an AI-fueled business. Human + Machine provides the missing and much-needed management playbook for success in our new age of AI. BOOK PROCEEDS FOR THE AI GENERATION The authors' goal in publishing Human + Machine is to help executives, workers, students and others navigate the changes that AI is making to business and the economy. They believe AI will bring innovations that truly improve the way the world works and lives. However, AI will cause disruption, and many people will need education, training and support to prepare for the newly created jobs. To support this need, the authors are donating the royalties received from the sale of this book to fund education and retraining programs focused on developing fusion skills for the age of artificial intelligence.

Download or read book The Unicorn Within written by Linda K. Yates and published by Harvard Business Press. This book was released on 2022-10-25 with total page 559 pages. Available in PDF, EPUB and Kindle. Book excerpt: Imagine if the multinational hotel groups had founded Airbnb, or the big auto companies had launched Uber and Tesla, or Blockbuster had created Netflix. Large companies can start new ventures. You have ideas, talent, brand, capital—you have customers—you can strike back. In The Unicorn Within, Mach49 founder and CEO Linda Yates empowers large companies to beat startups at their own game—to build a pipeline and portfolio of new ventures to drive meaningful growth. How? With a teachable, repeatable, scalable method focused 100 percent on execution across the spectrum of venture creation from Ideate to Incubate, Accelerate, and Scale. She also offers keys to managing the Mothership and seizing the Mothership advantage to ensure your ventures reach escape velocity and thrive. And don't stop at just one venture. Yates also lays out her blueprint for building a Venture Factory capable of becoming your company's growth engine for years to come. The next Unicorns don't have to come from Silicon Valley. Regardless of your company's industry, geography, or history, they can come from you. Whether you're the CEO, a member of the C-suite, or an internal entrepreneur, you can help your company grow. With this book's proven method, you can unleash the Unicorn within.

Download or read book Economic Analysis of the Digital Economy written by Avi Goldfarb and published by University of Chicago Press. This book was released on 2015-05-08 with total page 510 pages. Available in PDF, EPUB and Kindle. Book excerpt: There is a small and growing literature that explores the impact of digitization in a variety of contexts, but its economic consequences, surprisingly, remain poorly understood. This volume aims to set the agenda for research in the economics of digitization, with each chapter identifying a promising area of research. "Economics of Digitization "identifies urgent topics with research already underway that warrant further exploration from economists. In addition to the growing importance of digitization itself, digital technologies have some features that suggest that many well-studied economic models may not apply and, indeed, so many aspects of the digital economy throw normal economics in a loop. "Economics of Digitization" will be one of the first to focus on the economic implications of digitization and to bring together leading scholars in the economics of digitization to explore emerging research.

Download or read book Two Birds in a Tree written by Ram Nidumolu and published by Berrett-Koehler Publishers. This book was released on 2013-10-07 with total page 269 pages. Available in PDF, EPUB and Kindle. Book excerpt: The health of business is inextricably linked with the health of humanity and nature. But our current approaches to leadership treat business as entirely separate—and the result has been recurring economic, environmental, and human crises. In this extraordinary book, Ram Nidumolu uses evocative parables and stories from the ancient Indian wisdom texts, the Upanishads, to introduce Being-centered leadership. This new kind of leadership is anchored in the concept of Being, the fundamental reality that underlies all phenomena. Being-centered leaders are guided by an innate sense of interconnection—the good of the whole becomes an integral part of their decisions and actions. Using the experiences of over twenty trailblazing CEOs, as well as those from his own life, Nidumolu describes a four-stage road map every aspiring leader can use to reconnect business to the wider world—to the benefit of all.

Download or read book The Disruption Dilemma written by Joshua Gans and published by MIT Press. This book was released on 2017-04-21 with total page 177 pages. Available in PDF, EPUB and Kindle. Book excerpt: An expert in management takes on the conventional wisdom about disruption, looking at companies that proved resilient and offering managers tools for survival. “Disruption” is a business buzzword that has gotten out of control. Today everything and everyone seem to be characterized as disruptive—or, if they aren't disruptive yet, it's only a matter of time before they become so. In this book, Joshua Gans cuts through the chatter to focus on disruption in its initial use as a business term, identifying new ways to understand it and suggesting new tools to manage it. Almost twenty years ago Clayton Christensen popularized the term in his book The Innovator's Dilemma, writing of disruption as a set of risks that established firms face. Since then, few have closely examined his account. Gans does so in this book. He looks at companies that have proven resilient and those that have fallen, and explains why some companies have successfully managed disruption—Fujifilm and Canon, for example—and why some like Blockbuster and Encyclopedia Britannica have not. Departing from the conventional wisdom, Gans identifies two kinds of disruption: demand-side, when successful firms focus on their main customers and underestimate market entrants with innovations that target niche demands; and supply-side, when firms focused on developing existing competencies become incapable of developing new ones. Gans describes the full range of actions business leaders can take to deal with each type of disruption, from “self-disrupting” independent internal units to tightly integrated product development. But therein lies the disruption dilemma: A firm cannot practice both independence and integration at once. Gans shows business leaders how to choose their strategy so their firms can deal with disruption while continuing to innovate.

Download or read book Intelligent Fault Diagnosis and Remaining Useful Life Prediction of Rotating Machinery written by Yaguo Lei and published by Butterworth-Heinemann. This book was released on 2016-11-02 with total page 376 pages. Available in PDF, EPUB and Kindle. Book excerpt: Intelligent Fault Diagnosis and Remaining Useful Life Prediction of Rotating Machinery provides a comprehensive introduction of intelligent fault diagnosis and RUL prediction based on the current achievements of the author's research group. The main contents include multi-domain signal processing and feature extraction, intelligent diagnosis models, clustering algorithms, hybrid intelligent diagnosis strategies, and RUL prediction approaches, etc. This book presents fundamental theories and advanced methods of identifying the occurrence, locations, and degrees of faults, and also includes information on how to predict the RUL of rotating machinery. Besides experimental demonstrations, many application cases are presented and illustrated to test the methods mentioned in the book. This valuable reference provides an essential guide on machinery fault diagnosis that helps readers understand basic concepts and fundamental theories. Academic researchers with mechanical engineering or computer science backgrounds, and engineers or practitioners who are in charge of machine safety, operation, and maintenance will find this book very useful. Provides a detailed background and roadmap of intelligent diagnosis and RUL prediction of rotating machinery, involving fault mechanisms, vibration characteristics, health indicators, and diagnosis and prognostics Presents basic theories, advanced methods, and the latest contributions in the field of intelligent fault diagnosis and RUL prediction Includes numerous application cases, and the methods, algorithms, and models introduced in the book are demonstrated by industrial experiences

Download or read book The No Nonsense Meditation Book written by Steven Laureys and published by Bloomsbury Publishing. This book was released on 2021-04-15 with total page 225 pages. Available in PDF, EPUB and Kindle. Book excerpt: INTERNATIONAL BESTSELLER As featured in New Scientist: 'Meditation could retune our brains and help us cope with the long-term effects of the pandemic' 'Readers in search of an introduction to mindfulness that's free of woo-woo promises should look no further.' Publishers Weekly 'For a boost to your wellbeing don't miss the brilliant The No-Nonsense Meditation Book, which unites brain science with practical tips' – Stylist Rigorously researched and deeply illuminating, world-leading neurologist Dr Steven Laureys works with celebrated meditators to scientifically prove the positive impact meditation has on our brains. Dr Steven Laureys has conducted ground-breaking research into human consciousness for more than 20 years. For this bestselling book, translated into seven languages worldwide, Steven explores the effect of meditation on the brain, using hard science to explain the benefits of a practice that was once thought of as purely spiritual. The result is a highly accessible, scientifically questioning guide to meditation, designed to open the practice to a broader audience. A mix of fascinating science, inspiring anecdote and practical exercises, this accessible book offers thoroughly researched evidence that meditation can have a positive impact on all our lives.

Download or read book The Myth of the Strong Leader written by Archie Brown and published by Basic Books. This book was released on 2014-04-08 with total page 482 pages. Available in PDF, EPUB and Kindle. Book excerpt: From one of the world's preeminent political historians, a magisterial study of political leadership around the world from the advent of parliamentary democracy to the age of Obama. All too frequently, leadership is reduced to a simple dichotomy: the strong versus the weak. Yet, there are myriad ways to exercise effective political leadership -- as well as different ways to fail. We blame our leaders for economic downfalls and praise them for vital social reforms, but rarely do we question what makes some leaders successful while others falter. In this magisterial and wide-ranging survey of political leadership over the past hundred years, renowned Oxford politics professor Archie Brown challenges the widespread belief that strong leaders -- meaning those who dominate their colleagues and the policy-making process -- are the most successful and admirable. In reality, only a minority of political leaders will truly make a lasting difference. Though we tend to dismiss more collegial styles of leadership as weak, it is often the most cooperative leaders who have the greatest impact. Drawing on extensive research and decades of political analysis and experience, Brown illuminates the achievements, failures and foibles of a broad array of twentieth century politicians. Whether speaking of redefining leaders like Franklin Delano Roosevelt, Lyndon Johnson, and Margaret Thatcher, who expanded the limits of what was politically possible during their time in power, or the even rarer transformational leaders who played a decisive role in bringing about systemic change -- Charles de Gaulle, Mikhail Gorbachev and Nelson Mandela, among them -- Brown challenges our commonly held beliefs about political efficacy and strength. Overturning many of our assumptions about the twentieth century's most important figures, Brown's conclusions are both original and enlightening. The Myth of the Strong Leader compels us to reassess the leaders who have shaped our world - and to reconsider how we should choose and evaluate those who will lead us into the future.

Download or read book The Revenue Growth Habit written by Alex Goldfayn and published by John Wiley & Sons. This book was released on 2015-07-07 with total page 256 pages. Available in PDF, EPUB and Kindle. Book excerpt: 800-CEO-Read Sales Book Of The Year for 2015 | Forbes 15 Best Business Books of 2015 | “The chapters, (46 of them in this 256 page book) are quick and concise, and it is easy to pick it up anywhere and find a nugget of easily actionable advice, but the kicker is that the actions he recommends are also quick and concise, so that we can accomplish them in the few bursts of spare time we all have left.” – 800CEORead.com “Follow Goldfayn's brilliant advice and you will have an endless supply of customer testimonials, spontaneous referrals, and new business, and it will compel you to buy a beautiful fountain pen and stop obsessing over social media. His advice simply works.” – Inc.com Grow your business by 15% with these proven daily growth actions Do you have trouble finding time during your hectic day to grow your business? Is your company stalled because you are too busy reacting to customer problems? Do you lack the funds to jumpstart an effective marketing plan? The Revenue Growth Habit gives business owners, leaders, and all customer facing staff a hands-on resource for increasing revenue that is fast, easy, and requires no financial investment. Alex Goldfayn, CEO of the Evangelist Marketing Institute, shows how to grow your organization by 15% or more in 15 minutes or less per day—without spending a penny of your money. Forget about relying on social media. Posting on Twitter, Facebook, and LinkedIn doesn't grow revenue, especially for business-to-business companies. The Revenue Growth Habit shows how to request and collect testimonials and how to communicate these testimonials to grow your business. You will discover how to write powerful case studies, ask for (and get!) referrals, grow your lists, and send a revenue-growing newsletter. Goldfayn also includes information for teaching your customer service people how to inform your current clients about what else they can buy from you. This proven approach revolves around letting your customers tell your story. There is nothing you can say about your products and services that is more effective than what your paying customers say. How does it work? Each day, take one quick, proactive communication action that tells someone about how they'll be improved after buying from you. Choose from the 22 actions Goldfayn details in The Revenue Growth Habit. Each technique is fast, simple, and free. It only requires your personal effort to communicate the value of your product or service to someone who can buy from you. Personal communication—the key to the 22 action steps—will make your company stand head-and-shoulders above the competition.

Download or read book The Reality Game written by Samuel Woolley and published by PublicAffairs. This book was released on 2020-01-07 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: Fake news posts and Twitter trolls were just the beginning. What will happen when misinformation moves from our social media feeds into our everyday lives? Online disinformation stormed our political process in 2016 and has only worsened since. Yet as Samuel Woolley shows in this urgent book, it may pale in comparison to what's to come: humanlike automated voice systems, machine learning, "deepfake" AI-edited videos and images, interactive memes, virtual reality, and more. These technologies have the power not just to manipulate our politics, but to make us doubt our eyes and ears and even feelings. Deeply researched and compellingly written, The Reality Game describes the profound impact these technologies will have on our lives. Each new invention built without regard for its consequences edges us further into this digital dystopia. Yet Woolley does not despair. Instead, he argues pointedly for a new culture of innovation, one built around accountability and especially transparency. With social media dragging us into a never-ending culture war, we must learn to stop fighting and instead prevent future manipulation. This book shows how we can use our new tools not to control people but to empower them.

Download or read book Primed to Perform written by Neel Doshi and published by HarperCollins. This book was released on 2015-10-06 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: The revolutionary book that teaches you how to use the cutting edge of human psychology to build high performing workplace cultures. Too often, great cultures feel like magic. While most leaders believe culture is critical to success, few know how to build one, or sustain it over time. What if you knew the science behind the magic—a science so predictive and powerful that you could transform your organization? What if you could use cutting edge psychology to unlock people’s innate desire to innovate, experiment, and adapt? In Primed to Perform, Neel Doshi and Lindsay McGregor show you how to do just that. The result: higher sales, more loyal customers, and more passionate employees. Primed to Perform explains the counter-intuitive science behind great cultures, building on over a century of academic thinking. It shares the simple, highly predictive new measurement tool—the Total Motivation (ToMo) Factor—that enables you to measure the strength of your culture, and track improvements over time. It explores the authors’ original research into how Total Motivation leads to higher performance in iconic companies, from Apple to Starbucks to Southwest Airlines. Most importantly, it teaches you to build great cultures, using a systematic and sustainable approach. High performing cultures cant be left to chance. Organizations must create systems that shape and maintain them. Whether you’re a five-person team or a startup, a school, a nonprofit or a mega-institution, Primed to Perform shows you how.

Download or read book The Automation Advantage Embrace the Future of Productivity and Improve Speed Quality and Customer Experience Through AI written by Bhaskar Ghosh and published by McGraw Hill Professional. This book was released on 2021-12-07 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: From the global automation leaders at Accenture—the first-ever comprehensive blueprint for how to use and scale AI-powered intelligent automation in the enterprise to gain competitive advantage through faster speed to market, improved product quality, higher efficiency, and an elevated customer experience. Many companies were already implementing limited levels of automation when the pandemic hit. But the need to rapidly change business processes and how organizations work resulted in the compression of a decade’s worth of digital transformation into a matter of months. Technology suddenly became the essential element for rapid organizational change and the creation of 360-degree value benefiting all stakeholders. Businesses are faced with the imperative to embrace that change or risk being left behind. In The Automation Advantage, global enterprise technology and automation veterans Bhaskar Ghosh, Rajendra Prasad, and Gayathri Pallail give business leaders and managers the action plan they need to execute a strategic agenda that enables them to quickly and confidently scale their automation and AI initiatives. This practical and highly accessible implementation guide answers leaders’ burning questions, such as: How do I identify and prioritize automation opportunities? How do I assess my legacy systems and data issues? How do I derive full value out of my technology investments and automation efforts? How can I inspire my employees to embrace change and the new opportunities presented by automation? The Automation Advantage goes beyond optimizing process to using AI to transform almost any business activity in any industry to make it faster, more streamlined, cost efficient, and customer-focused—vastly improving overall productivity and performance. Featuring case studies of successful automation solutions, this indispensable road map includes guiding principles for technology, governance, culture, and leadership change. It offers a human-centric approach to AI and automation that leads to sustainable transformation and measurable business results.