Algorithms Are Not Enough

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Algorithms Are Not Enough


Algorithms Are Not Enough
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Algorithms Are Not Enough


Algorithms Are Not Enough
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Author : Herbert L. Roitblat
language : en
Publisher: MIT Press
Release Date : 2020-10-13

Algorithms Are Not Enough written by Herbert L. Roitblat and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-10-13 with Computers categories.


Why a new approach is needed in the quest for general artificial intelligence. Since the inception of artificial intelligence, we have been warned about the imminent arrival of computational systems that can replicate human thought processes. Before we know it, computers will become so intelligent that humans will be lucky to kept as pets. And yet, although artificial intelligence has become increasingly sophisticated—with such achievements as driverless cars and humanless chess-playing—computer science has not yet created general artificial intelligence. In Algorithms Are Not Enough, Herbert Roitblat explains how artificial general intelligence may be possible and why a robopocalypse is neither imminent, nor likely. Existing artificial intelligence, Roitblat shows, has been limited to solving path problems, in which the entire problem consists of navigating a path of choices—finding specific solutions to well-structured problems. Human problem-solving, on the other hand, includes problems that consist of ill-structured situations, including the design of problem-solving paths themselves. These are insight problems, and insight is an essential part of intelligence that has not been addressed by computer science. Roitblat draws on cognitive science, including psychology, philosophy, and history, to identify the essential features of intelligence needed to achieve general artificial intelligence. Roitblat describes current computational approaches to intelligence, including the Turing Test, machine learning, and neural networks. He identifies building blocks of natural intelligence, including perception, analogy, ambiguity, common sense, and creativity. General intelligence can create new representations to solve new problems, but current computational intelligence cannot. The human brain, like the computer, uses algorithms; but general intelligence, he argues, is more than algorithmic processes.

A Human S Guide To Machine Intelligence


A Human S Guide To Machine Intelligence
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Author : Kartik Hosanagar
language : en
Publisher: Penguin
Release Date : 2019-03-12

A Human S Guide To Machine Intelligence written by Kartik Hosanagar and has been published by Penguin this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-03-12 with Business & Economics categories.


A Wharton professor and tech entrepreneur examines how algorithms and artificial intelligence are starting to run every aspect of our lives, and how we can shape the way they impact us Through the technology embedded in almost every major tech platform and every web-enabled device, algorithms and the artificial intelligence that underlies them make a staggering number of everyday decisions for us, from what products we buy, to where we decide to eat, to how we consume our news, to whom we date, and how we find a job. We've even delegated life-and-death decisions to algorithms--decisions once made by doctors, pilots, and judges. In his new book, Kartik Hosanagar surveys the brave new world of algorithmic decision-making and reveals the potentially dangerous biases they can give rise to as they increasingly run our lives. He makes the compelling case that we need to arm ourselves with a better, deeper, more nuanced understanding of the phenomenon of algorithmic thinking. And he gives us a route in, pointing out that algorithms often think a lot like their creators--that is, like you and me. Hosanagar draws on his experiences designing algorithms professionally--as well as on history, computer science, and psychology--to explore how algorithms work and why they occasionally go rogue, what drives our trust in them, and the many ramifications of algorithmic decision-making. He examines episodes like Microsoft's chatbot Tay, which was designed to converse on social media like a teenage girl, but instead turned sexist and racist; the fatal accidents of self-driving cars; and even our own common, and often frustrating, experiences on services like Netflix and Amazon. A Human's Guide to Machine Intelligence is an entertaining and provocative look at one of the most important developments of our time and a practical user's guide to this first wave of practical artificial intelligence.

Seven Skills Of Media Literacy


Seven Skills Of Media Literacy
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Author : W. James Potter
language : en
Publisher: SAGE Publications
Release Date : 2019-08-12

Seven Skills Of Media Literacy written by W. James Potter and has been published by SAGE Publications this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-08-12 with Language Arts & Disciplines categories.


In Seven Skills of Media Literacy, best-selling author and renowned scholar W. James Potter provides readers with the practical guidance they need to make substantial improvements on seven major skills required to increase their media literacy. For each of these seven skills, Potter provides easy-to-follow algorithms and heuristics that structure the process of using the skill. Chapters also offer many exercises to help readers practice using these algorithms and heuristics while avoiding traps in thinking. The book is organized to guide readers progressively through the sequence of media literacy skills, starting with the most fundamental and building to the more complex skills. This book is a must read for those people serious about becoming more strategic in using the media to satisfy their own needs for information and entertainment and thereby avoid being exploited by media messages. INSTRUCTORS: Bundle Seven Skills of Media Literacy with Potter’s core text, Media Literacy, Ninth Edition, for only $5 more! Bundle ISBN: 978-1-5443-9525-8

Grokking Algorithms


Grokking Algorithms
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Author : Aditya Bhargava
language : en
Publisher: Simon and Schuster
Release Date : 2016-05-12

Grokking Algorithms written by Aditya Bhargava and has been published by Simon and Schuster this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-05-12 with Computers categories.


Summary Grokking Algorithms is a fully illustrated, friendly guide that teaches you how to apply common algorithms to the practical problems you face every day as a programmer. You'll start with sorting and searching and, as you build up your skills in thinking algorithmically, you'll tackle more complex concerns such as data compression and artificial intelligence. Each carefully presented example includes helpful diagrams and fully annotated code samples in Python. Learning about algorithms doesn't have to be boring! Get a sneak peek at the fun, illustrated, and friendly examples you'll find in Grokking Algorithms on Manning Publications' YouTube channel. Continue your journey into the world of algorithms with Algorithms in Motion, a practical, hands-on video course available exclusively at Manning.com (www.manning.com/livevideo/algorithms-​in-motion). Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. About the Technology An algorithm is nothing more than a step-by-step procedure for solving a problem. The algorithms you'll use most often as a programmer have already been discovered, tested, and proven. If you want to understand them but refuse to slog through dense multipage proofs, this is the book for you. This fully illustrated and engaging guide makes it easy to learn how to use the most important algorithms effectively in your own programs. About the Book Grokking Algorithms is a friendly take on this core computer science topic. In it, you'll learn how to apply common algorithms to the practical programming problems you face every day. You'll start with tasks like sorting and searching. As you build up your skills, you'll tackle more complex problems like data compression and artificial intelligence. Each carefully presented example includes helpful diagrams and fully annotated code samples in Python. By the end of this book, you will have mastered widely applicable algorithms as well as how and when to use them. What's Inside Covers search, sort, and graph algorithms Over 400 pictures with detailed walkthroughs Performance trade-offs between algorithms Python-based code samples About the Reader This easy-to-read, picture-heavy introduction is suitable for self-taught programmers, engineers, or anyone who wants to brush up on algorithms. About the Author Aditya Bhargava is a Software Engineer with a dual background in Computer Science and Fine Arts. He blogs on programming at adit.io. Table of Contents Introduction to algorithms Selection sort Recursion Quicksort Hash tables Breadth-first search Dijkstra's algorithm Greedy algorithms Dynamic programming K-nearest neighbors

On The Move To Meaningful Internet Systems 2006 Otm 2006 Workshops


On The Move To Meaningful Internet Systems 2006 Otm 2006 Workshops
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Author : Zahir Tari
language : en
Publisher: Springer Science & Business Media
Release Date : 2006-10-24

On The Move To Meaningful Internet Systems 2006 Otm 2006 Workshops written by Zahir Tari and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-10-24 with Computers categories.


This two-volume set LNCS 4277/4278 constitutes the refereed proceedings of 14 international workshops held as part of OTM 2006 in Montpellier, France in October/November 2006. The 191 revised full papers presented were carefully reviewed and selected from a total of 493 submissions to the workshops. The first volume begins with 26 additional revised short or poster papers of the OTM 2006 main conferences.

Nature Inspired Intelligent Techniques For Solving Biomedical Engineering Problems


Nature Inspired Intelligent Techniques For Solving Biomedical Engineering Problems
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Author : Kose, Utku
language : en
Publisher: IGI Global
Release Date : 2018-03-31

Nature Inspired Intelligent Techniques For Solving Biomedical Engineering Problems written by Kose, Utku and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-03-31 with Technology & Engineering categories.


Technological tools and computational techniques have enhanced the healthcare industry. These advancements have led to significant progress and novel opportunities for biomedical engineering. Nature-Inspired Intelligent Techniques for Solving Biomedical Engineering Problems is a pivotal reference source for emerging scholarly research on trends and techniques in the utilization of nature-inspired approaches in biomedical engineering. Featuring extensive coverage on relevant areas such as artificial intelligence, clinical decision support systems, and swarm intelligence, this publication is an ideal resource for medical practitioners, professionals, students, engineers, and researchers interested in the latest developments in biomedical technologies.

Design And Analysis Of Algorithms


Design And Analysis Of Algorithms
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Author : Parag H. Dave
language : en
Publisher: Pearson Education India
Release Date : 2007-09

Design And Analysis Of Algorithms written by Parag H. Dave and has been published by Pearson Education India this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007-09 with Algorithms categories.


"All aspects pertaining to algorithm design and algorithm analysis have been discussed over the chapters in this book-- Design and Analysis of Algorithms"--Resource description page.