The Sciences of the Artificial


Herbert A. Simon - 1969
    There are updates throughout the book as well. These take into account important advances in cognitive psychology and the science of design while confirming and extending the book's basic thesis: that a physical symbol system has the necessary and sufficient means for intelligent action. The chapter "Economic Reality" has also been revised to reflect a change in emphasis in Simon's thinking about the respective roles of organizations and markets in economic systems."People sometimes ask me what they should read to find out about artificial intelligence. Herbert Simon's book The Sciences of the Artificial is always on the list I give them. Every page issues a challenge to conventional thinking, and the layman who digests it well will certainly understand what the field of artificial intelligence hopes to accomplish. I recommend it in the same spirit that I recommend Freud to people who ask about psychoanalysis, or Piaget to those who ask about child psychology: If you want to learn about a subject, start by reading its founding fathers." -- George A. Miller

Super Thinking: The Big Book of Mental Models


Gabriel Weinberg - 2019
    If the facts don't hang together on a latticework of theory, you don't have them in a usable form. You've got to have models in your head."- Charlie Munger, investor, vice chairman of Berkshire HathawayThe world's greatest problem-solvers, forecasters, and decision-makers all rely on a set of frameworks and shortcuts that help them cut through complexity and separate good ideas from bad ones. They're called mental models, and you can find them in dense textbooks on psychology, physics, economics, and more.Or, you can just read Super Thinking, a fun, illustrated guide to every mental model you could possibly need. How can mental models help you? Well, here are just a few examples... • If you've ever been overwhelmed by a to-do list that's grown too long, maybe you need the Eisenhower Decision Matrix to help you prioritize. • Use the 5 Whys model to better understand people's motivations or get to the root cause of a problem. • Before concluding that your colleague who messes up your projects is out to sabotage you, consider Hanlon's Razor for an alternative explanation. • Ever sat through a bad movie just because you paid a lot for the ticket? You might be falling prey to Sunk Cost Fallacy. • Set up Forcing Functions, like standing meeting or deadlines, to help grease the wheels for changes you want to occur.So, the next time you find yourself faced with a difficult decision or just trying to understand a complex situation, let Super Thinking upgrade your brain with mental models.Note: in the US the subtitle is The Big Book of Mental Models and outside it is Upgrade Your Reasoning and Make Better Decisions with Mental Models.

Corporate Rebels: Make Work More Fun


JOOST MINNAAR - 2020
    They quit frustrating corporate jobs to visit the world’s most inspiring companies. While checking off their renowned Bucket List, they share what they have learned so far.This book is for people who know workplaces could, and should, be better. Whether you’re in the leadership team, a rebel who has been suppressed by corporate dogma or a manager who is trapped in the broken system: this book is for you!

The Nature of Technology: What It Is and How It Evolves


W. Brian Arthur - 2009
    Brian Arthur puts forth the first complete theory of the origins and evolution of technology, in a major work that achieves for the invention of new technologies what Darwin’s theory achieved for the emergence of new species. Brian Arthur is a pioneer of complexity theory and the discoverer of the highly influential "theory of increasing returns," which took Silicon Valley by storm, famously explaining why some high-tech companies achieve breakaway success. Now, in this long-awaited and ground-breaking book, he solves the great outstanding puzzle of technology—where do transformative new technologies come from?—putting forth the first full theory of how new technologies emerge and offering a definitive answer to the mystery of why some cultures—Silicon Valley, Cambridge, England in the 1920s—are so extraordinarily inventive. He has discovered that rather than springing from insight moments of individual genius, new technologies arise in a process akin to evolution. Technology evolves by creating itself out of itself, much as a coral reef builds itself from activities of small organisms. Drawing on a wealth of examples, from the most ancient to cutting-edge inventions of today, Arthur takes readers on a delightful intellectual journey, bringing to life the wonders of this process of technological evolution. The Nature of Technology is the work of one of our greatest thinkers at the top of his game, composing a classic for our times that is sure to generate wide acclaim.

Collapse of Complex Societies


Joseph A. Tainter - 1988
    The Collapse of Complex Societies, though written by an archaeologist, will therefore strike a chord throughout the social sciences. Any explanation of societal collapse carries lessons not just for the study of ancient societies, but for the members of all such societies in both the present and future. Dr. Tainter describes nearly two dozen cases of collapse and reviews more than 2000 years of explanations. He then develops a new and far-reaching theory that accounts for collapse among diverse kinds of societies, evaluating his model and clarifying the processes of disintegration by detailed studies of the Roman, Mayan and Chacoan collapses.

Designs for the Pluriverse: Radical Interdependence, Autonomy, and the Making of Worlds


Arturo Escobar - 2018
    Noting that most design—from consumer goods and digital technologies to built environments—currently serves capitalist ends, Escobar argues for the development of an “autonomous design” that eschews commercial and modernizing aims in favor of more collaborative and placed-based approaches. Such design attends to questions of environment, experience, and politics while focusing on the production of human experience based on the radical interdependence of all beings. Mapping autonomous design’s principles to the history of decolonial efforts of indigenous and Afro-descended people in Latin America, Escobar shows how refiguring current design practices could lead to the creation of more just and sustainable social orders.

Creative People Must Be Stopped: 6 Ways We Kill Innovation (Without Even Trying)


David A. Owens - 2011
    It shows that the antidote to this self-defeating behavior is to identify which of the six major types of constraints are hindering innovation: individual, group, organizational, industry-wide, societal, or technological. Once innovators and other leaders understand exactly which constraints are working against them and how to overcome them, they can create conditions that foster innovation instead of stopping it in its tracks.The author's model of constraints on innovation integrates insights from the vast literature on innovation with his own observations of hundreds of organizations. The book is filled with assessments, tools, and real-world examples.The author's research has been featured in the New York Times, Wall Street Journal, London Guardian and San Jose Mercury News, as well as on Fox News and on NPR's MarketplaceIncludes illustrative examples from leading organizations Offers a practical guide for bringing new ideas to fruition even within a previously rigid organizational culture This book gives people in organizations the conceptual framework and practical information they need to innovate successfully.

Rebel Ideas: The Power of Diverse Thinking


Matthew Syed - 2019
    It explains how to harness our unique perspectives, pool our collective intelligence and tackle the greatest challenges of our age - from climate change to terrorism. It draws on a dazzling range of case studies, including the catastrophic failings of the CIA before 9/11, a fatal communication breakdown on top of Mount Everest and a moving tale of de-radicalisation in America's Deep South. Rebel Ideas will strengthen any team or organisation, but has dozens of personal applications, too: from the art of personal reinvention to the remarkable benefits of personalised nutrition. It shows us how to become more creative, how to collaborate in a world becoming more interconnected, and how to break free of the echo chambers that surround us all.

Governing the Commons: The Evolution of Institutions for Collective Action


Elinor Ostrom - 1990
    Both state control and privatization of resources have been advocated, but neither the state nor the market have been uniformly successful in solving common pool resource problems. After critiquing the foundations of policy analysis as applied to natural resources, Elinor Ostrom here provides a unique body of empirical data to explore conditions under which common pool resource problems have been satisfactorily or unsatisfactorily solved. Dr. Ostrom first describes three models most frequently used as the foundation for recommending state or market solutions. She then outlines theoretical and empirical alternatives to these models in order to illustrate the diversity of possible solutions. In the following chapters she uses institutional analysis to examine different ways--both successful and unsuccessful--of governing the commons. In contrast to the proposition of the tragedy of the commons argument, common pool problems sometimes are solved by voluntary organizations rather than by a coercive state. Among the cases considered are communal tenure in meadows and forests, irrigation communities and other water rights, and fisheries.

Reinventing Discovery: The New Era of Networked Science


Michael Nielsen - 2011
    This change is being driven by powerful new cognitive tools, enabled by the internet, which are greatly accelerating scientific discovery. There are many books about how the internet is changing business or the workplace or government. But this is the first book about something much more fundamental: how the internet is transforming the nature of our collective intelligence and how we understand the world.Reinventing Discovery tells the exciting story of an unprecedented new era of networked science. We learn, for example, how mathematicians in the Polymath Project are spontaneously coming together to collaborate online, tackling and rapidly demolishing previously unsolved problems. We learn how 250,000 amateur astronomers are working together in a project called Galaxy Zoo to understand the large-scale structure of the Universe, and how they are making astonishing discoveries, including an entirely new kind of galaxy. These efforts are just a small part of the larger story told in this book--the story of how scientists are using the internet to dramatically expand our problem-solving ability and increase our combined brainpower.This is a book for anyone who wants to understand how the online world is revolutionizing scientific discovery today--and why the revolution is just beginning.

The Act of Creation


Arthur Koestler - 1964
    All who read The Act of Creation will find it a compelling and illuminating book.

Brave New Work: Are You Ready to Reinvent Your Organization?


Aaron Dignan - 2019
    Clear, powerful and urgent, it's a must read for anyone who cares about where they work and how they work."--Seth Godin, author of This is Marketing "This book is a breath of fresh air. Read it now, and make sure your boss does too."--Adam Grant, New York Times bestselling author of Give and Take, Originals, and Option B with Sheryl Sandberg When fast-scaling startups and global organizations get stuck, they call Aaron Dignan. In this book, he reveals his proven approach for eliminating red tape, dissolving bureaucracy, and doing the best work of your life.He's found that nearly everyone, from Wall Street to Silicon Valley, points to the same frustrations: lack of trust, bottlenecks in decision making, siloed functions and teams, meeting and email overload, tiresome budgeting, short-term thinking, and more.Is there any hope for a solution? Haven't countless business gurus promised the answer, yet changed almost nothing about the way we work?That's because we fail to recognize that organizations aren't machines to be predicted and controlled. They're complex human systems full of potential waiting to be released.Dignan says you can't fix a team, department, or organization by tinkering around the edges. Over the years, he has helped his clients completely reinvent their operating systems--the fundamental principles and practices that shape their culture--with extraordinary success.Imagine a bank that abandoned traditional budgeting, only to outperform its competition for decades. An appliance manufacturer that divided itself into 2,000 autonomous teams, resulting not in chaos but rapid growth. A healthcare provider with an HQ of just 50 people supporting over 14,000 people in the field--that is named the "best place to work" year after year. And even a team that saved $3 million per year by cancelling one monthly meeting.Their stories may sound improbable, but in Brave New Work you'll learn exactly how they and other organizations are inventing a smarter, healthier, and more effective way to work. Not through top down mandates, but through a groundswell of autonomy, trust, and transparency.Whether you lead a team of ten or ten thousand, improving your operating system is the single most powerful thing you can do. The only question is, are you ready?

The Art of Doing Science and Engineering: Learning to Learn


Richard Hamming - 1996
    By presenting actual experiences and analyzing them as they are described, the author conveys the developmental thought processes employed and shows a style of thinking that leads to successful results is something that can be learned. Along with spectacular successes, the author also conveys how failures contributed to shaping the thought processes. Provides the reader with a style of thinking that will enhance a person's ability to function as a problem-solver of complex technical issues. Consists of a collection of stories about the author's participation in significant discoveries, relating how those discoveries came about and, most importantly, provides analysis about the thought processes and reasoning that took place as the author and his associates progressed through engineering problems.

Why Information Grows: The Evolution of Order, from Atoms to Economies


Cesar A. Hidalgo - 2015
    He believes that we should investigate what makes some countries more capable than others. Complex products—from films to robots, apps to automobiles—are a physical distillation of an economy’s knowledge, a measurable embodiment of its education, infrastructure, and capability. Economic wealth accrues when applications of this knowledge turn ideas into tangible products; the more complex its products, the more economic growth a country will experience.A radical new interpretation of global economics, Why Information Grows overturns traditional assumptions about the development of economies and the origins of wealth and takes a crucial step toward making economics less the dismal science and more the insightful one.

The Quark and the Jaguar: Adventures in the Simple and the Complex


Murray Gell-Mann - 1994
    Nobel laureate Murray Gell-Mann offers a uniquely personal and unifying vision of the relationship between the fundamental laws of physics and the complexity and diversity of the natural world.