Hat Makes Us Smart
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What Makes Us Smart
Author: Samuel J. Gershman
language: en
Publisher: Princeton University Press
Release Date: 2021-10-19
How a computational framework can account for the successes and failures of human cognition At the heart of human intelligence rests a fundamental puzzle: How are we incredibly smart and stupid at the same time? No existing machine can match the power and flexibility of human perception, language, and reasoning. Yet, we routinely commit errors that reveal the failures of our thought processes. What Makes Us Smart makes sense of this paradox by arguing that our cognitive errors are not haphazard. Rather, they are the inevitable consequences of a brain optimized for efficient inference and decision making within the constraints of time, energy, and memory—in other words, data and resource limitations. Framing human intelligence in terms of these constraints, Samuel Gershman shows how a deeper computational logic underpins the “stupid” errors of human cognition. Embarking on a journey across psychology, neuroscience, computer science, linguistics, and economics, Gershman presents unifying principles that govern human intelligence. First, inductive bias: any system that makes inferences based on limited data must constrain its hypotheses in some way before observing data. Second, approximation bias: any system that makes inferences and decisions with limited resources must make approximations. Applying these principles to a range of computational errors made by humans, Gershman demonstrates that intelligent systems designed to meet these constraints yield characteristically human errors. Examining how humans make intelligent and maladaptive decisions, What Makes Us Smart delves into the successes and failures of cognition.
What Makes Us Human?
A dazzling insight into what gives meaning to our life and to us as a species. What makes us human? From Carlo Rovelli on the particles of dust that make us, to Caitlin Moran on the joy of Friday nights, and A C Grayling on how we express ourselves through culture: this illuminating book shares 130 mind-expanding answers to that question. We all want to understand our place in the universe and find a sense of purpose in the life. This book will help the reader navigate that journey with the help of leading names from the worlds of literature, history, philosophy, politics, sport, comedy and popular culture. Originally broadcast as a popular feature on the Jeremy Vine Show, What Makes Us Human? includes short essays from: Andrew Marr, Carlo Rovelli, Marian Keyes, Alain de Botton, Robert Webb, Richard Dawkins, Stephen Fry, and many more.
Language in Mind
The idea that the language we speak influences the way we think has evoked perennial fascination and intense controversy. According to the strong version of this hypothesis, called the Sapir-Whorf hypothesis after the American linguists who propounded it, languages vary in their semantic partitioning of the world, and the structure of one's language influences how one understands the world. Thus speakers of different languages perceive the world differently. Although the last two decades have been marked by extreme skepticism concerning the possible effects of language on thought, recent theoretical and methodological advances in cognitive science have given the question new life. Research in linguistics and linguistic anthropology has revealed striking differences in cross-linguistic semantic patterns, and cognitive psychology has developed subtle techniques for studying how people represent and remember experience. It is now possible to test predictions about how a given language influences the thinking of its speakers. Language in Mind includes contributions from both skeptics and believers and from a range of fields. It contains work in cognitive psychology, cognitive development, linguistics, anthropology, and animal cognition. The topics discussed include space, number, motion, gender, theory of mind, thematic roles, and the ontological distinction between objects and substances. Contributors Melissa Bowerman, Eve Clark, Jill de Villiers, Peter de Villiers, Giyoo Hatano, Stan Kuczaj, Barbara Landau, Stephen Levinson, John Lucy, Barbara Malt, Dan Slobin, Steven Sloman, Elizabeth Spelke, and Michael Tomasello