Making Wise Decisions In A Smart World: Responsible Leadership In An Era Of Artificial Intelligence (Student Edition)

Making Wise Decisions In A Smart World: Responsible Leadership In An Era Of Artificial Intelligence (Student Edition)
Author: Peter Verhezen
Publisher: World Scientific
Total Pages: 398
Release: 2023-03-07
Genre: Computers
ISBN: 981126807X

Good and smart decisions should be distinguished from wise decision-making — especially in the age of artificial intelligence (AI) where algorithms are increasingly used to automate business processes or to augment the accuracy and speed of decisions. This book argues why specific forms of intelligence as well as consciousness and enhanced conscience are crucial to make wise decisions — with consciousness to be clearly distinguished from intelligence. It also addresses why machine learning and smart computers (AI) are plausibly able to make 'smart' (and thus to a certain extent 'intelligent') decisions but definitely unable to help us to become wiser. In essence, optimizing a desired output in a business context will require a balanced approach with cognitive awareness and ethical reflection — synthesizing intuitive and algorithmic thinking — encompassing short-term profit and longer-term envisioning, and aiming to optimize created and captured value for shareholders while taking the concerns of those who have a real stake in the organization seriously. If business is about creating and sharing value in a future that is both 'digital' and 'relational', then innovative technologies like AI will play an increasingly important role. Consequently, mindful executives and their responsible boards therefore need to acknowledge the limitations of AI in business — especially when the uncertain future is estimated to be rather volatile or ambiguous than stable.

Risk Savvy

Risk Savvy
Author: Gerd Gigerenzer
Publisher: Penguin UK
Total Pages: 253
Release: 2014-04-17
Genre: Self-Help
ISBN: 0141970111

A fascinating, practical guide to making better decisions with our money, health and personal lives from Gerd Gigerenzer, the author of Reckoning with Risk. Risk-taking is essential for innovation, fun, and the courage to face the uncertainties in life. Yet for many important decisions, we're often presented with statistics and probabilities that we don't really understand and we inevitably rely on experts in the relevant fields - policy makers, financial advisors, doctors - to analyse and choose for us. But what if they don't quite understand the way the information is presented either? How do we make sure we're asking doctors the right questions about proposed treatment? Is there a rule of thumb that could help choose the right partner? This entertaining book shows us how to recognize when we don't have all the information and know what to do about it. Gerd Gigerenzer looks at examples from every aspect of life to identify the reasons for our collective misunderstanding of the risks we face. He shows how we can all use simple rules to avoid being manipulated into unrealistic fears or hopes, to make better-informed decisions, and to learn to understand risk and uncertainty in our own lives. 'Gigerenzer is brilliant and his topic is fabulous' Steven Pinker 'Catchily optimistic and slyly funny' Guardian Gerd Gigerenzer is Director of the Center for Adaptive Behavior and Cognition at the Max Planck Institute for Human Development in Berlin and former Professor of Psychology at the University of Chicago. He is the author of several books on heuristics and decision making, including Reckoning with Risk.

How to Stay Smart in a Smart World

How to Stay Smart in a Smart World
Author: Gerd Gigerenzer
Publisher: MIT Press
Total Pages: 321
Release: 2022-08-02
Genre: Psychology
ISBN: 0262046954

How to stay in charge in a world populated by algorithms that beat us in chess, find us romantic partners, and tell us to “turn right in 500 yards.” Doomsday prophets of technology predict that robots will take over the world, leaving humans behind in the dust. Tech industry boosters think replacing people with software might make the world a better place—while tech industry critics warn darkly about surveillance capitalism. Despite their differing views of the future, they all agree: machines will soon do everything better than humans. In How to Stay Smart in a Smart World, Gerd Gigerenzer shows why that’s not true, and tells us how we can stay in charge in a world populated by algorithms. Machines powered by artificial intelligence are good at some things (playing chess), but not others (life-and-death decisions, or anything involving uncertainty). Gigerenzer explains why algorithms often fail at finding us romantic partners (love is not chess), why self-driving cars fall prey to the Russian Tank Fallacy, and how judges and police rely increasingly on nontransparent “black box” algorithms to predict whether a criminal defendant will reoffend or show up in court. He invokes Black Mirror, considers the privacy paradox (people want privacy, but give their data away), and explains that social media get us hooked by programming intermittent reinforcement in the form of the “like” button. We shouldn’t trust smart technology unconditionally, Gigerenzer tells us, but we shouldn’t fear it unthinkingly, either.

Smart Choices

Smart Choices
Author: John S. Hammond
Publisher: Harvard Business School Press
Total Pages: 256
Release: 2015-08
Genre:
ISBN: 9781633691049

Where should I live? Is it time to get a new job? Which job candidate should I hire? What business strategy should I pursue? We spend the majority of our lives making decisions, both big and small. Yet, even though our success is largely determined by the choices that we make, very few of us are equipped with useful decision-making skills. Because of this, we often approach our choices tentatively, or even fearfully, and avoid giving them the time and thought required to put our best foot forward. In Smart Choices, John Hammond, Ralph Keeney, and Howard Raiffa--experts with over 100 years of experience resolving complex decision problems--offer a proven, straightforward, and flexible roadmap for making better and more impactful decisions, and offer the tools to achieve your goals in every aspect of your life. Their step-by-step, divide-and conquer approach will teach you how to: * Evaluate your plans * Break your potential decision into its key elements * Identify the key drivers that are most relevant to your goals * Apply systematic thinking * Use the right information to make the smartest choice Smart Choices doesn’t tell you what to decide; it tells you how. As you routinely use the process, you’ll become more confident in your ability to make decisions at work and at home. And, more importantly, by applying its time-tested methods, you’ll make better decisions going forward. Be proactive. Don’t wait until a decision is forced on you--or made for you. Seek out decisions that advance your long-term goals, values, and beliefs. Take charge of your life by making Smart Choices a lifetime habit.

The Great Mental Models, Volume 1

The Great Mental Models, Volume 1
Author: Shane Parrish
Publisher: Penguin
Total Pages: 209
Release: 2024-10-15
Genre: Business & Economics
ISBN: 0593719972

Discover the essential thinking tools you’ve been missing with The Great Mental Models series by Shane Parrish, New York Times bestselling author and the mind behind the acclaimed Farnam Street blog and “The Knowledge Project” podcast. This first book in the series is your guide to learning the crucial thinking tools nobody ever taught you. Time and time again, great thinkers such as Charlie Munger and Warren Buffett have credited their success to mental models–representations of how something works that can scale onto other fields. Mastering a small number of mental models enables you to rapidly grasp new information, identify patterns others miss, and avoid the common mistakes that hold people back. The Great Mental Models: Volume 1, General Thinking Concepts shows you how making a few tiny changes in the way you think can deliver big results. Drawing on examples from history, business, art, and science, this book details nine of the most versatile, all-purpose mental models you can use right away to improve your decision making and productivity. This book will teach you how to: Avoid blind spots when looking at problems. Find non-obvious solutions. Anticipate and achieve desired outcomes. Play to your strengths, avoid your weaknesses, … and more. The Great Mental Models series demystifies once elusive concepts and illuminates rich knowledge that traditional education overlooks. This series is the most comprehensive and accessible guide on using mental models to better understand our world, solve problems, and gain an advantage.

Eyes Wide Open

Eyes Wide Open
Author: Noreena Hertz
Publisher: Harper Collins
Total Pages: 249
Release: 2013-09-24
Genre: Business & Economics
ISBN: 0062268635

Eyes Wide Open: How to Make Smart Decisions in a Confusing World is Noreena Hertz’s practical, cutting-edge guide to help you cut through the data deluge and make smarter and better choices, based on her highly popular TED talk. In this eye-opening handbook, the internationally noted speaker, economics expert, and bestselling author of IOU: The Debt Threat and Silent Takeover reveals the extent to which the biggest decisions in our lives are often made on the basis of flawed information, weak assumptions, corrupted data, insufficient scrutiny of others, and a lack of self-knowledge. To avert such disasters, Hertz persuasively argues, we need to become empowered decision-makers, capable of making high-stakes choices and holding accountable those who advise us. In Eyes Wide Open, she weaves together scientific research with real-world examples from Hollywood to Harry Potter, NASA to World War Two spies, to construct a path to more astute and empowered decision-making in ten clear steps. With a razor-sharp intellect and an instinct for popular storytelling, she offers counter-intuitive, actionable guidance for making better choices—whether you are a business-person, a professional, a patient, or a parent.

Simple Heuristics that Make Us Smart

Simple Heuristics that Make Us Smart
Author: Gerd Gigerenzer
Publisher: Oxford University Press
Total Pages: 432
Release: 2000-10-12
Genre: Psychology
ISBN: 0190286768

Simple Heuristics That Make Us Smart invites readers to embark on a new journey into a land of rationality that differs from the familiar territory of cognitive science and economics. Traditional views of rationality tend to see decision makers as possessing superhuman powers of reason, limitless knowledge, and all of eternity in which to ponder choices. To understand decisions in the real world, we need a different, more psychologically plausible notion of rationality, and this book provides it. It is about fast and frugal heuristics--simple rules for making decisions when time is pressing and deep thought an unaffordable luxury. These heuristics can enable both living organisms and artificial systems to make smart choices, classifications, and predictions by employing bounded rationality. But when and how can such fast and frugal heuristics work? Can judgments based simply on one good reason be as accurate as those based on many reasons? Could less knowledge even lead to systematically better predictions than more knowledge? Simple Heuristics explores these questions, developing computational models of heuristics and testing them through experiments and analyses. It shows how fast and frugal heuristics can produce adaptive decisions in situations as varied as choosing a mate, dividing resources among offspring, predicting high school drop out rates, and playing the stock market. As an interdisciplinary work that is both useful and engaging, this book will appeal to a wide audience. It is ideal for researchers in cognitive psychology, evolutionary psychology, and cognitive science, as well as in economics and artificial intelligence. It will also inspire anyone interested in simply making good decisions.

Thinking in Bets

Thinking in Bets
Author: Annie Duke
Publisher: Penguin
Total Pages: 289
Release: 2019-05-07
Genre: Business & Economics
ISBN: 0735216371

A Wall Street Journal bestseller, now in paperback. Poker champion turned decision strategist Annie Duke teaches you how to get comfortable with uncertainty and make better decisions. Even the best decision doesn't yield the best outcome every time. There's always an element of luck that you can't control, and there's always information hidden from view. So the key to long-term success (and avoiding worrying yourself to death) is to think in bets: How sure am I? What are the possible ways things could turn out? What decision has the highest odds of success? Did I land in the unlucky 10% on the strategy that works 90% of the time? Or is my success attributable to dumb luck rather than great decision making? Annie Duke, a former World Series of Poker champion turned consultant, draws on examples from business, sports, politics, and (of course) poker to share tools anyone can use to embrace uncertainty and make better decisions. For most people, it's difficult to say "I'm not sure" in a world that values and, even, rewards the appearance of certainty. But professional poker players are comfortable with the fact that great decisions don't always lead to great outcomes, and bad decisions don't always lead to bad outcomes. By shifting your thinking from a need for certainty to a goal of accurately assessing what you know and what you don't, you'll be less vulnerable to reactive emotions, knee-jerk biases, and destructive habits in your decision making. You'll become more confident, calm, compassionate, and successful in the long run.

HBR's 10 Must Reads on Making Smart Decisions (with featured article "Before You Make That Big Decision..." by Daniel Kahneman, Dan Lovallo, and Olivier Sibony)

HBR's 10 Must Reads on Making Smart Decisions (with featured article
Author: Harvard Business Review
Publisher: Harvard Business Press
Total Pages: 194
Release: 2013-03-05
Genre: Business & Economics
ISBN: 1422191435

Learn why bad decisions happen to good managers—and how to make better ones. If you read nothing else on decision making, read these 10 articles. We’ve combed through hundreds of articles in the Harvard Business Review archive and selected the most important ones to help you and your organization make better choices and avoid common traps. Leading experts such as Ram Charan, Michael Mankins, and Thomas Davenport provide the insights and advice you need to: Make bold decisions that challenge the status quo Support your decisions with diverse data Evaluate risks and benefits with equal rigor Check for faulty cause-and-effect reasoning Test your decisions with experiments Foster and address constructive criticism Defeat indecisiveness with clear accountability

The Art of Decision Making

The Art of Decision Making
Author: Joseph Bikart
Publisher: Watkins Media Limited
Total Pages: 255
Release: 2019-07-09
Genre: Business & Economics
ISBN: 1786782960

Drawing insights from philosophy, psychology, literature, and theology, a longtime executive business coach explores how and why we make the decisions we do What is it that makes some of us better—or worse—than others at committing to a choice? What are the forces that hold us back, and how can we successfully overcome them? Every facet of our lives depends on the decisions we make. Yet, how often do we pause to reflect on our ability to make the best and smartest choices? The key is how we confront and refine the decision-making process. Here, Joseph Bikart explores the intricacies of decision making, challenging us to understand why we make the choices we do. He explores how the true power of decisions, especially the toughest among them, help us to face our fears and may in turn change how we think about ourselves. Breaking his study into four clear parts and short practical essays, Bikart presents a lively and compelling exploration of the process of decision making. He covers: • Indecision, Indecision: What makes us indecisive? What holds us back and why? • Where Art Thou?: How and where we get stuck and the importance of relaxing one's grip. • The Momentum of Decisiveness: Keeping our focus and proactivity. • The Deciding Mind: Making our smartest choices. Drawing from such different fields as philosophy, psychology, neurology, literature, art history and theology, The Art of Decision Making takes us on a journey from the depths of procrastination to the elation of decision making. Presenting a fresh perspective on what to do at the proverbial fork in the road, Bikart's unique philosophy is insightful, thought provoking, and potentially life-changing.