A human's guide to machine intelligence : how algorithms are shaping our lives and how we can stay in control

by Hosanagar, Kartik,

Format: Print Book [2019]
Availability: Available at 4 Libraries 4 of 6 copies
Available (4)
Location Collection Call #
CLP - Beechview New Books Q335.H675 2019
Location  CLP - Beechview
 
Collection  New Books
 
Call Number  Q335.H675 2019
 
 
CLP - East Liberty New Books Q335.H675 2019
Location  CLP - East Liberty
 
Collection  New Books
 
Call Number  Q335.H675 2019
 
 
CLP - Squirrel Hill New Books Q335.H675 2019
Location  CLP - Squirrel Hill
 
Collection  New Books
 
Call Number  Q335.H675 2019
 
 
Mt. Lebanon Public Library New Books 006.3 Hos
Location  Mt. Lebanon Public Library
 
Collection  New Books
 
Call Number  006.3 Hos
 
 
 
Unavailable (2)
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CLP - Downtown and Business First Floor - New Books ON HOLDSHELF
Location  CLP - Downtown and Business
 
Collection  First Floor - New Books
 
Status  ON HOLDSHELF
 
 
Shaler North Hills Library Non-Fiction IN TRANSIT
Location  Shaler North Hills Library
 
Collection  Non-Fiction
 
Status  IN TRANSIT
 
 
Summary
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.
Published Reviews
Booklist Review: "Algorithms are in use all across the digital landscape to analyze data and determine preferences, and their suffusion of daily life raises questions of reliability and what impact they'll have on our future. In examining the effect of these programs, professor of technology Hosanagar takes readers through the origins of artificial intelligence, from simple algorithms to today's deep-learning machines. Looking at the interactions between humans and algorithms, he explains which factors influence their utility and our trust in them. Self-driving cars, diagnostic tools, and stock-trading AIs are just a few of the examples of applications that will shape human life going forward, but Hosanagar also focuses on algorithms in particular, those used in social media that affect us on a more personal level. Especially relevant to current political hot topics, Hosanagar's outstanding introduction to algorithms will appeal to and inform readers interested in learning more about the systems that determine what they're exposed to online.--Kenneth Otani Copyright 2010 Booklist"
From Booklist, Copyright (c) American Library Association. Used with permission.
Publisher's Weekly Review: "Hosanagar, a Wharton professor of technology and digital business, attempts, with mixed success, to explain his field to a lay audience impacted by "algorithmic decision-making." He covers overly familiar terrain to begin with, discussing the increasing role of artificial intelligence in online commerce, social media, and news reporting to demonstrate the topic's importance. Where he adds value is in using his expertise to discuss how algorithms work, and how the designs of some, such as Amazon and Netflix's personalization algorithms, reduce diversity of choice for consumers. The inherent complexity of algorithms, however, presents an obstacle to comprehension that Hosanagar never fully overcomes. In a concluding section, Hosanagar proposes a bill of rights for people affected by algorithms (that is to say, almost everyone), a well-intentioned idea that comes across as impractical. Making accessible to the average person a "description of the data used to train" algorithms and "an explanation regarding the procedures used by the algorithms," to pick two of his suggestions, would be a daunting task. Nonetheless, Hosanagar deserves credit for valiantly attempting, throughout this thoughtful treatise, to widen understanding of a technology central to modern society. (Mar.) © Copyright PWxyz, LLC. All rights reserved."
(c) Copyright PWxyz, LLC. All rights reserved
Additional Information
Subjects Artificial intelligence -- Popular works.
Algorithms -- Popular works.
Expert systems (Computer science) -- Popular works.
Artificial intelligence -- Social aspects -- Popular works.
Publisher [New York City, New York] :[2019]
Language English
Description 262 pages : illustrations ; 24 cm
Bibliography Notes Includes bibliographical references (pages 239-251) and index.
ISBN 9780525560883
0525560882
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