AI Narratives


Book Description

This book is the first to examine the history of imaginative thinking about intelligent machines, featuring contributions from leading humanities and social science scholars who detail the narratives about artificial intelligence (AI) that in turn offer a crucial epistemic site for exploring contemporary debates about these powerful technologies.




Charms of the Cynical Reason


Book Description

Through an analysis of the representation of tricksters in soviet and post-soviet culture, Lipovetsky attempts to draw a virtual map of cynical reason: to identify its symbols, discourses, contradictions, and by these means, its historical development from the 1920s to the 2000s.




The Measure of All Minds


Book Description

Are psychometric tests valid for a new reality of artificial intelligence systems, technology-enhanced humans, and hybrids yet to come? Are the Turing Test, the ubiquitous CAPTCHAs, and the various animal cognition tests the best alternatives? In this fascinating and provocative book, José Hernández-Orallo formulates major scientific questions, integrates the most significant research developments, and offers a vision of the universal evaluation of cognition. By replacing the dominant anthropocentric stance with a universal perspective where living organisms are considered as a special case, long-standing questions in the evaluation of behavior can be addressed in a wider landscape. Can we derive task difficulty intrinsically? Is a universal g factor - a common general component for all abilities - theoretically possible? Using algorithmic information theory as a foundation, the book elaborates on the evaluation of perceptual, developmental, social, verbal and collective features and critically analyzes what the future of intelligence might look like.




Chihuly at Fairchild


Book Description

Chihuly at Fairchild, Dale Chihuly's recent outdoor exhibition at the Fairchild Tropical Garden in Coral Gables, Florida, is his largest and most comprehensive one to date. This full-color catalog captures the magnificence of the exhibition and includes a retrospective of the artist's previous installations in that garden between 2005 and 2007. 80 color photographs




Intellectuals and Society


Book Description

The influence of intellectuals is not only greater than in previous eras but also takes a very different form from that envisioned by those like Machiavelli and others who have wanted to directly influence rulers. It has not been by shaping the opinions or directing the actions of the holders of power that modern intellectuals have most influenced the course of events, but by shaping public opinion in ways that affect the actions of power holders in democratic societies, whether or not those power holders accept the general vision or the particular policies favored by intellectuals. Even government leaders with disdain or contempt for intellectuals have had to bend to the climate of opinion shaped by those intellectuals. Intellectuals and Society not only examines the track record of intellectuals in the things they have advocated but also analyzes the incentives and constraints under which their views and visions have emerged. One of the most surprising aspects of this study is how often intellectuals have been proved not only wrong, but grossly and disastrously wrong in their prescriptions for the ills of society -- and how little their views have changed in response to empirical evidence of the disasters entailed by those views.




Harvesting the Biosphere


Book Description

An interdisciplinary and quantitative account of human claims on the biosphere's stores of living matter, from prehistoric hunting to modern energy production. The biosphere—the Earth's thin layer of life—dates from nearly four billion years ago, when the first simple organisms appeared. Many species have exerted enormous influence on the biosphere's character and productivity, but none has transformed the Earth in so many ways and on such a scale as Homo sapiens. In Harvesting the Biosphere, Vaclav Smil offers an interdisciplinary and quantitative account of human claims on the biosphere's stores of living matter, from prehistory to the present day. Smil examines all harvests—from prehistoric man's hunting of megafauna to modern crop production—and all uses of harvested biomass, including energy, food, and raw materials. Without harvesting of the biomass, Smil points out, there would be no story of human evolution and advancing civilization; but at the same time, the increasing extent and intensity of present-day biomass harvests are changing the very foundations of civilization's well-being. In his detailed and comprehensive account, Smil presents the best possible quantifications of past and current global losses in order to assess the evolution and extent of biomass harvests. Drawing on the latest work in disciplines ranging from anthropology to environmental science, Smil offers a valuable long-term, planet-wide perspective on human-caused environmental change.




Introduction to Machine Learning


Book Description

Introduction -- Supervised learning -- Bayesian decision theory -- Parametric methods -- Multivariate methods -- Dimensionality reduction -- Clustering -- Nonparametric methods -- Decision trees -- Linear discrimination -- Multilayer perceptrons -- Local models -- Kernel machines -- Graphical models -- Brief contents -- Hidden markov models -- Bayesian estimation -- Combining multiple learners -- Reinforcement learning -- Design and analysis of machine learning experiments.




Life and Acting


Book Description

"Jack Garfein's book is a touching reminder of our early attempts at creating theater without artifice. It is good to know that he is still working hard at it."---Ben Gazzara --




Forestry Leaves


Book Description




Poor Numbers


Book Description

One of the most urgent challenges in African economic development is to devise a strategy for improving statistical capacity. Reliable statistics, including estimates of economic growth rates and per-capita income, are basic to the operation of governments in developing countries and vital to nongovernmental organizations and other entities that provide financial aid to them. Rich countries and international financial institutions such as the World Bank allocate their development resources on the basis of such data. The paucity of accurate statistics is not merely a technical problem; it has a massive impact on the welfare of citizens in developing countries. Where do these statistics originate? How accurate are they? Poor Numbers is the first analysis of the production and use of African economic development statistics. Morten Jerven's research shows how the statistical capacities of sub-Saharan African economies have fallen into disarray. The numbers substantially misstate the actual state of affairs. As a result, scarce resources are misapplied. Development policy does not deliver the benefits expected. Policymakers' attempts to improve the lot of the citizenry are frustrated. Donors have no accurate sense of the impact of the aid they supply. Jerven's findings from sub-Saharan Africa have far-reaching implications for aid and development policy. As Jerven notes, the current catchphrase in the development community is "evidence-based policy," and scholars are applying increasingly sophisticated econometric methods-but no statistical techniques can substitute for partial and unreliable data.