Prediction Machines: The Simple Economics of Artificial Intelligence
Ajay Agrawal - 2018
But facing the sea change that AI will bring can be paralyzing. How should companies set strategies, governments design policies, and people plan their lives for a world so different from what we know? In the face of such uncertainty, many analysts either cower in fear or predict an impossibly sunny future.But in Prediction Machines, three eminent economists recast the rise of AI as a drop in the cost of prediction. With this single, masterful stroke, they lift the curtain on the AI-is-magic hype and show how basic tools from economics provide clarity about the AI revolution and a basis for action by CEOs, managers, policy makers, investors, and entrepreneurs.When AI is framed as cheap prediction, its extraordinary potential becomes clear:
Prediction is at the heart of making decisions under uncertainty. Our businesses and personal lives are riddled with such decisions.
Prediction tools increase productivity--operating machines, handling documents, communicating with customers.
Uncertainty constrains strategy. Better prediction creates opportunities for new business structures and strategies to compete.
Penetrating, fun, and always insightful and practical, Prediction Machines follows its inescapable logic to explain how to navigate the changes on the horizon. The impact of AI will be profound, but the economic framework for understanding it is surprisingly simple.
Great at Work: How Top Performers Do Less, Work Better, and Achieve More
Morten T. Hansen - 2018
Now, after a unique, five-year study of more than 5,000 managers and employees, Morten Hansen reveals the answers in his “Seven Work Smarter Practices” that can be applied by anyone looking to maximize their time and performance.Each of Hansen’s seven practices is highlighted by inspiring stories from individuals in his comprehensive study. You’ll meet a high school principal who engineered a dramatic turnaround of his failing high school; a rural Indian farmer determined to establish a better way of life for women in his village; and a sushi chef, whose simple preparation has led to his restaurant (tucked away under a Tokyo subway station underpass) being awarded the maximum of three Michelin stars. Hansen also explains how the way Alfred Hitchcock filmed Psycho and the 1911 race to become the first explorer to reach the South Pole both illustrate the use of his seven practices (even before they were identified).Each chapter contains questions and key insights to allow you to assess your own performance and figure out your work strengths, as well as your weaknesses. Once you understand your individual style, there are mini-quizzes, questionnaires, and clear tips to assist you focus on a strategy to become a more productive worker. Extensive, accessible, and friendly, Great at Work will help you achieve more by working less, backed by unprecedented statistical analysis.