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Artificial intelligence (AI) has captured our imaginations—and become a distraction. Too many leaders embrace the oversized narratives of artificial minds outpacing human intelligence and lose sight of the original problems they were meant to solve. When businesses try to “do AI,” they place an abstract solution before problems and customers without fully considering whether it is wise, whether the hype is true, or how AI will impact their organization in the long term. Often absent is sound reasoning for why they should go down this path in the first place. Doing AI explores AI for what it actually is—and what it is not— and the problems it can truly solve. In these pages, author ...
In a surveillance culture, the ubiquity of audio-visual recording devices has enabled the unprecedented documentation of private indiscretions, scandalous conversations, and obscene behaviors performed by both ordinary and high-profile people. From former President Donald J. Trump's lewd banter on the infamous Access Hollywood video and leaked audio of celebrity racist tirades to outburst of violent hate speech posted daily to YouTube, contemporary media culture is awash in obscene performances of transgressive white masculinity. Such exposés are screened and viewed under the assumption that revealing secret prejudices will necessarily realize the promises of democracy and bring about a pos...
Works like a Charm addresses a simple question: Why are “incentives” everywhere now? From inducements to work harder at our jobs to tax rebates for corporations, “incentive” names a general theory of motivation—according to economists, we are incentive-driven creatures. Yet far from being a neutral generalization, this understanding of human behavior smuggles in a quintessentially economic way of seeing the world. Works like a Charm applies Jacques Lacan's psychoanalytic concept of retroactive causality to explain the metastasis of the language and logic of incentives: To discover an incentive is to place in the untouchable past an economic cause for a contextual, historical force. Tracing “incentive” from its roots in antiquity to its uptake by neoclassical and then Chicago-school economists, Robert O. McDonald diagnoses the spread of incentives across the social, cultural, and political field and warns readers of the dangers of handing over causality to the economists.
After decades on the social and political margins, far-right groups and movements are enjoying increasing success, and even claiming a place in mainstream electoral politics in many Western political systems. Research shows that new media like Twitter, YouTube, and community sites likes 4chan and Reddit are increasingly involved with the mobilization of popular support for far-right electoral campaigns, and even organized political violence. These technologies – including other social media, discussion websites, certain online games, chat servers, talk radio, cable news, and print media – are making contemporary far-right ideologies possible in diverse ways, altering methods of recruitme...
The development of aviation in Mexico reflected more than a pragmatic response to the material challenges brought on by the 1910 Revolution. It was also an effective symbol for promoting the aspirations of the new elite who attained prominence during the war and who fixated on technology as a measure of national progress. The politicians, industrialists, and cultural influencers in the media who made up this group molded the aviator into an avatar of modern citizenship. The figure of the pilot as a model citizen proved an adept vessel for disseminating the values championed by the official party of the Revolution and validating the technological determinism that underpinned its philosophy of development. At the same time, the archetype of the aviator camouflaged problematic aspects of the government’s unification and development plans that displaced and exploited poor and Indigenous communities.
A fascinating survey of the history of political and economic ideas in the US that have led to an increasingly entrenched ultra-rich class of oligarchs To an American, oligarchy is something that happens somewhere else. In Oligarchy in America, Luke Winslow reveals oligarchy's deep intellectual roots and alarming growth in America. The book provides conceptual tools the lack of which have prevented Americans from recognizing oligarchy at home. Winslow argues that generic labels like "billionaires" for a class of ultra-rich masks the pervasive structures that entrench their power. He introduces instead the concept of democratic oligarchy--an institutional arrangement in which the ultra-rich f...
Dimensionality reduction, also known as manifold learning, is an area of machine learning used for extracting informative features from data for better representation of data or separation between classes. This book presents a cohesive review of linear and nonlinear dimensionality reduction and manifold learning. Three main aspects of dimensionality reduction are covered: spectral dimensionality reduction, probabilistic dimensionality reduction, and neural network-based dimensionality reduction, which have geometric, probabilistic, and information-theoretic points of view to dimensionality reduction, respectively. The necessary background and preliminaries on linear algebra, optimization, an...
The local school board is one of America’s enduring venues of lay democracy at work. In Democracy, Deliberation, and Education, Robert Asen takes the pulse of this democratic exemplar through an in-depth study of three local school boards in Wisconsin. In so doing, Asen identifies the broader democratic ideal in the most parochial of American settings. Conducted over two years across racial, ethnic, and socioeconomic lines, Asen’s research reveals as much about the possibilities and pitfalls of local democracy as it does about educational policy. From issues as old as racial integration and as contemporary as the recognition of the Gay-Straight Alliance in high schools, Democracy, Delibe...
Ancestry of John Simpson of Halifax Co., Virginia, cannot be accertained but probably dates to 1677. He and his wife Hannah had 12 children, most of whom settled in Virginia while a few went to Illinois and Tennessee. Subsequent generations of the family have spread to all parts of the United States. Includes Boze, Ewing, Gray, Harris, Musgrave, Puckett, Vaughan, Taylor and related families.