How deep learning—from Google Translate to driverless cars to personal cognitive assistants—is changing our lives and transforming every sector of the economy. The deep learning revolution has brought us driverless cars, the greatly improved Google Translate, fluent conversations with Siri and Alexa, and enormous profits from automated trading on the New York Stock Exchange. Deep learning networks can play poker better than professional poker players and defeat a world champion at Go. In this book, Terry Sejnowski explains how deep learning went from being an arcane academic field to a disruptive technology in the information economy. Sejnowski played an important role in the founding of deep learning, as one of a small group of researchers in the 1980s who challenged the prevailing logic-and-symbol based version of AI. The new version of AI Sejnowski and others developed, which became deep learning, is fueled instead by data. Deep networks learn from data in the same way that babies experience the world, starting with fresh eyes and gradually acquiring the skills needed to navigate novel environments. Learning algorithms extract information from raw data; information can be used to create knowledge; knowledge underlies understanding; understanding leads to wisdom. Someday a driverless car will know the road better than you do and drive with more skill; a deep learning network will diagnose your illness; a personal cognitive assistant will augment your puny human brain. It took nature many millions of years to evolve human intelligence; AI is on a trajectory measured in decades. Sejnowski prepares us for a deep learning future.

Cohen's exploration seeks to uncover nothing less than the nature of all scientific revolutions, the stages by which they occur, their time scale, specific criteria for determining whether or not there has been a revolution, and the creative factors in producing a revolutionary new idea.

Recent feminist research has demonstrated how women have been neglected or misrepresented in virtually every discipline in the humanities and social sciences. The most exciting research growing out of this body of work is the attempt to see what kinds of changes are required in the assumptions, results, and even the methods of these disciplines to

Scholars from disciplines as diverse as political science and art history have offered widely differing interpretations of Kuhn's ideas, appropriating his notions of paradigm shifts and revolutions to fit their own theories, however imperfectly. Destined to become the authoritative philosophical study of Kuhn's work. Bibliography.

Today, we live in a world where society gathers knowledge faster than it gathers wisdom. It is a world of permanent revolution and change. Those who manage to find, structure and exploit the power of "Wild Knowledge" - the untamed data, learnings and experiences that flourish in our lives and minds - will excel in business and life and come out as winners. We need to develop our ability to understand and judge which aspects of that knowledge are applicable to business and life in general. This is the so-called "Vicious Wisdom" which will force you to unlearn, to choose an approach of unthinking, in order to reach a deeper understanding, meaning and reason in your quest to find superior solutions. Wild Knowledge, written by the leading business philosopher Anders Indset, presents a powerful and radical approach to thinking about and solving our future lives and businesses.