How can we account for the sudden appearance of such dazzling artists and scientists as Mozart, Shakespeare, Darwin, or Einstein? How can we define such genius? What conditions or personality traits seem to produce exceptionally creative people? Is the association between genius and madness really just a myth? These and many other questions are brilliantly illuminated in The Origins of Genius. Dean Simonton convincingly argues that creativity can best be understood as a Darwinian process of variation and selection. The artist or scientist generates a wealth of ideas, and then subjects these ideas to aesthetic or scientific judgment, selecting only those that have the best chance to survive and reproduce. Indeed, the true test of genius is the ability to bequeath an impressive and influential body of work to future generations. Simonton draws on the latest research into creativity and explores such topics as the personality type of the genius, whether genius is genetic or produced by environment and education, the links between genius and mental illness (Darwin himself was emotionally and mentally unwell), the high incidence of childhood trauma, especially loss of a parent, amongst Nobel Prize winners, the importance of unconscious incubation in creative problem-solving, and much more. Simonton substantiates his theory by examining and quoting from the work of such eminent figures as Henri Poincare, W. H. Auden, Albert Einstein, Marie Curie, Charles Darwin, Niels Bohr, and many others. For anyone intrigued by the spectacular feats of the human mind, The Origins of Genius offers a revolutionary new way of understanding the very nature of creativity.

In Where Metaphors Come From, Zoltan Koevecses proposes a metaphorical grounding that augments and refines conceptual metaphor theory according to which conceptual metaphors are based on our bodily experience. While this is certainly true in many cases of metaphor, the role of the body in metaphor creation can and should be reinterpreted, and, consequently, the body can be seen as just one of the several contexts from which metaphors can emerge (including the situational, discourse, and conceptual-cognitive contexts) - although perhaps the dominant or crucial one. Koevecses is a leader in CMT, and his argument in this book is more in line with what has been discovered about the nature of human cognition in recent years; namely, that human cognition is grounded in experience in multiple ways - embodiment, in a strict sense, being just one of them (see Barsalou, 2008; Gibbs, 2006; Pecher and Zwaan, 2005). In light of the present work, this is because cognition, including metaphorical cognition, is grounded in not only the body, but also in the situations in which people act and lead their lives, the discourses in which they are engaged at any time in communicating and interacting with each other, and the conceptual knowledge they have accumulated about the world in the course of their experience of it.

This anthology is a compilation of the best contributions from Symbolic Species Conferences I, II (which took place in 2006, 2007).

In 1997 the American anthropologist Terrence Deacon published The Symbolic Species: The Coevolution of Language and the Brain. The book is widely considered a seminal work in the subject of evolutionary cognition. However, Deacons book was the first step further steps have had to be taken. The proposed anthology is such an important associate.

The contributions are written by a wide variety of scholars each with a unique view on evolutionary cognition and the questions raised by Terrence Deacon - emergence in evolution, the origin of language, the semiotic 'missing link', Peirce's semiotics in evolution and biology, biosemiotics, evolutionary cognition, Baldwinian evolution, the neuroscience of linguistic capacities as well as phylogeny of the homo species, primatology, embodied cognition and knowledge types. "

The Prefrontal Cortex, Fifth Edition, provides users with a thoroughly updated version of this comprehensive work that has historically served as the classic reference on this part of the brain. The book offers a unifying, interdisciplinary perspective that is lacking in other volumes written about the frontal lobes, and is, once again, written by the award-winning author who discovered "memory cells," the physiological substrate of working memory. The fifth edition constitutes a comprehensive update, including all the major advances made on the physiology and cognitive neuroscience of the region since publication in 2008. All chapters have been fully revised, and the overview of prefrontal functions now interprets experimental data within the theoretical framework of the new paradigm of cortical structure and dynamics (the Cognit Paradigm), addressing the accompanying social, economic, and cultural implications.

Looking at Trauma: A Tool Kit for Clinicians is an easy-to-use, engaging resource designed to address the challenges health care professionals face in providing much-needed trauma psychoeducation to clients with histories of childhood trauma. Developed by trauma therapists Abby Hershler and Lesley Hughes in collaboration with artist Patricia Nguyen and biomedical communications specialist Shelley Wall, this book presents twelve trauma treatment models accompanied by innovative and engaging comics. The models help clinicians provide practical information about the impacts of trauma to their clients-and support those clients in understanding and managing their distressing symptoms. Topics covered include complex posttraumatic stress disorder, emotion regulation, memory, relationship patterns, and self-care. Each chapter features step-by-step instructions on how to use the treatment models with clients; practical educational tips from experienced clinicians in the field of childhood trauma; interactive trauma education comics; a foundational framework focused on care for the provider; and references for further study. Intended for use in therapeutic, clinical, and classroom settings, this book is a valuable resource for all healthcare workers. In particular, social workers, psychotherapists, spiritual care providers, nurses, occupational therapists, psychologists, primary care physicians, and psychiatrists will find this tool kit indispensable.

Contrary to popular belief, death is not a moment in time, such as when the heart stops beating, respiration ceases, or the brain stops functioning. Death, rather, is a process--a process that can be interrupted well after it has begun. Innovative techniques, such as drastically reducing the patient's body temperature, have proven to be effective in revitalizing both the body and mind, but studies show they are only employed in approximately half of the hospitals throughout the United States and Europe.

In Erasing Death, Dr. Sam Parnia presents cutting-edge research from the front line of critical care and resuscitation medicine that has enabled modern doctors to routinely reverse death, while also shedding light on the ultimate mystery: what happens to human consciousness during and after death. Parnia reveals how medical discoveries focused on saving lives have also inadvertently raised the possibility that some form of "afterlife" may be uniquely ours, as evidenced by the continuation of the human mind and psyche in the first few hours after death. Questions about the "self" and the "soul" that were once relegated to theology, philosophy, or even science fiction are now being examined afresh according to rigorous scientific research.

With physicians such as Parnia at the forefront, we are on the verge of discovering a new universal science of consciousness that reveals the nature of the mind and a future where death is not the final defeat, but is in fact reversible.

Before Chelsea Conaboy gave birth to her first child, she anticipated the joy of holding her newborn son, the endless dirty nappies and the sleepless nights. What she didn't expect was how different she would feel. It wasn't simply the extraordinary demands of this new role, but a shift in self - as deep as it was disorienting. In truth, something was changing: her brain. New parents undergo major brain changes, driven by hormones and the deluge of stimuli a baby provides. These neurobiological changes help all parents - birthing or otherwise - adapt in those intense first days and prepare for a long period of learning how to meet their child's needs. Yet this science is mostly absent from the public conversation about parenthood. Conaboy delves into the neuroscience to reveal unexpected upsides, generations of scientific neglect and a powerful new narrative of parenthood.

Tamar Gendler draws together in this book a series of essays in which she investigates philosophical methodology, which is now emerging as a central topic of philosophical discussions. Three intertwined themes run through the volume: imagination, intuition and philosophical methodology. Each of the chapters focuses, in one way or another, on how we engage with subject matter that we take to be imaginary. This theme is explored in a wide range of cases, including scientific thought experiments, early childhood pretense, thought experiments concerning personal identity, fictional emotions, self-deception, Gettier cases, and the general relation of conceivability to possibility. Each of the chapters explores, in one way or another, the implications of this for how thought experiments and appeals to intuition can serve as mechanisms for supporting or refuting scientific or philosophical claims. And each of the chapters self-consciously exhibits a particular philosophical methodology: that of drawing both on empirical findings from contemporary psychology, and on classic texts in the philosophical tradition (particularly the work of Aristotle and Hume.) By exploring and exhibiting the fruitfulness of these interactions, Gendler promotes the value of engaging in such cross-disciplinary conversations in illuminating philosophical issues.

Santandreu has written four books which have sold more than 1 million copies in Spain alone. His books have been translated into 16 languages.

More than ever, clinicians need customizable approaches for treating children with mental health conditions such as anxiety and depression. Written by an experienced educational psychologist, ACT for Treating Children offers clear, practical, brief, and developmentally appropriate strategies grounded in acceptance and commitment therapy (ACT) to help children ages 5 to 12 learn effective coping skills, manage emotions, and bounce back from life's difficulties. A brief 6-10 session protocol. Clear, practical, and developmentally appropriate strategies to help children ages 5 to 12 learn effective coping skills, manage emotions, and bounce back from life's difficulties.If you treat children struggling with mental health conditions such as depression or anxiety, you know that approaches designed for adults do not work with younger clients. ACT for Treating Children presents skills grounded in evidence-based acceptance and commitment therapy (ACT) to help children regulate emotions and cope with the inevitable ups and downs of life, and is suitable for clinicians with no prior knowledge of or training in ACT, as well as seasoned ACT clinicians. Written by an experienced educational and developmental psychologist, this practical clinician's guide outlines a simplified version of the ACT Hexaflex-a key component of this treatment model-called the Kidflex, to help young clients build resilience and psychological flexibility. You'll also find detailed case studies, transcripts, activities, experiential exercises, worksheets, and session plans to help you develop the skillset you need to help children overcome disorders such as stress, anxiety and depression. Finally, you'll find strategies for involving parents in treatment when appropriate, and enlisting them as 'ACT coaches' in the child's therapy.It can be difficult to know where to start when using ACT for individual therapy with children. That's why the skills in this go-to guide are practical and easy-to-implement, can be done with children in both face-to-face therapy and online sessions, and are simple enough for children to put into practice in any setting-whether it's at home, in school, or out in the world.

Great strides have been made in the field of natural medicine with respect to neurocognition. Once limited to the province of niche publications, these discoveries are now routinely explored in mainstream psychopharmacology, neuroscience, nutrition, and medical journals. Now presented in one convenient volume, Advances in Natural Medicines, Nutraceuticals and Neurocognition reflects the breadth and depth of recent advances in this area. The editors of this volume are affiliated with one of the leading research centers in this area. Bringing together the work of contributors from around the globe, this book examines: The application of cognitive batteries to capture small changes in cognition due to herbal and supplement administration Recent methodological developments related to cognitive aging Neurocognitive effects of isolated compounds, including N-acetylcysteine and lipoic acid The effect of supplementation with multivitamins on cognitive health The impact of agents that improve metabolic activity in the context of neurocognitive function The extent to which essential fatty acids, and in particular omega-3s, can improve cognitive function The application of Chinese medicine in the context of dementia-including herbal extracts, acupuncture, and other approaches Mechanistic and efficacy studies associated with chronic administration of the Indian herb Bacopa monnieri (BM) The efficacy of herbal abstracts in the treatment of anxiety disorders, depression, and insomnia The Chinese club moss alkaloid Huperzine A, its mechanisms of action, and its potential in the treatment of Alzheimer's disease and related conditions With more than 50 percent of the population taking some sort of natural medicine supplement, the industry is worth tens of billions

What neurobiology and artificial intelligence tell us about how the brain builds itself How does a neural network become a brain? While neurobiologists investigate how nature accomplishes this feat, computer scientists interested in artificial intelligence strive to achieve this through technology. The Self-Assembling Brain tells the stories of both fields, exploring the historical and modern approaches taken by the scientists pursuing answers to the quandary: What information is necessary to make an intelligent neural network? As Peter Robin Hiesinger argues, "the information problem" underlies both fields, motivating the questions driving forward the frontiers of research. How does genetic information unfold during the years-long process of human brain development-and is there a quicker path to creating human-level artificial intelligence? Is the biological brain just messy hardware, which scientists can improve upon by running learning algorithms on computers? Can AI bypass the evolutionary programming of "grown" networks? Through a series of fictional discussions between researchers across disciplines, complemented by in-depth seminars, Hiesinger explores these tightly linked questions, highlighting the challenges facing scientists, their different disciplinary perspectives and approaches, as well as the common ground shared by those interested in the development of biological brains and AI systems. In the end, Hiesinger contends that the information content of biological and artificial neural networks must unfold in an algorithmic process requiring time and energy. There is no genome and no blueprint that depicts the final product. The self-assembling brain knows no shortcuts. Written for readers interested in advances in neuroscience and artificial intelligence, The Self-Assembling Brain looks at how neural networks grow smarter.

Since Juan Uriagereka originated the multiple spell-out model in 1999 it has been one of the most influential lines of research in syntactic theorizing. The model simplified a crucial element of the minimalist account of language making it a more accurate reflection of syntax and its acquisition. In this book he explores important consequences of the multiple spell-out hypothesis and of the linked notion of cyclicity. He combines the latest thinking in linguistics with perspectives drawn from physics, biology, and animal behavior, aiming thereby to advance the field first described by Noam Chomsky as biolinguistics.
Without simplifying them Professor Uriagereka seeks to present the issues and their broader biological significance clearly and succinctly in ways that are accessible to scholars from adjacent fields with a limited background in linguistics. His analogies and comparisons between linguistic and non-linguistic phenomena (such as the syntax of birdsong) will be of value to both non-linguists and linguists, whose overriding concerns with narrow linguistic questions may sometimes obscure their broader biological significance.
The subjects discussed in the book include the linearization of structure, the punctuated nature of a derivation (the multiple spell-out model), cyclicity and its consequences for locality, and the definition of c-command and its relevance to various types of grammatical dependency. The author discusses the evolutionary implications of his work, considering, for example, whether the punctuated nature of the derivation is a resolution of conflicting demands that yield an equilibrium found in nature more generally. This groundbreaking book will appeal to a wide range of readers in linguistics and cognitive science.

This book examines some knotty problems in natural language. These typically involve questions where the sense or the grammaticality of an utterance teeters on or over the edge of acceptability among native speakers. The phenomena in question have been examined within syntactic theory for over two decades with no wholly satisfactory outcome. Dr Truswell broadens the scope of the enquiry to the interface between syntactic structure and other, indirectly related, cognitive, and semantic structures such as aspect, agentivity, and presupposition. Uniting work from philosophical, cognitive and linguistic perspectives, he develops a model of the internal structure of events as perceptual and cognitive units. He deploys the model to explain and predict the acceptability of particular formulations. He considers the individuation of events in the light of the model and provides a novel account of patterns of question formation. He shows that these patterns throw new light on central claims of Chomsky's biolinguistic minimalist program and Jackendoff's parallel architecture theory of mind and language. This is work at the cutting edge of linguistic theory, catholic in its theoretical scope, open to insights from cognate fields, and illustrated with examples from a wide range of languages. It will interest philosophers, semanticists and cognitive scientists concerned with topics like events, agentivity, and planning, as well as linguists studying syntax or the syntax-semantics interface.

This book examines some knotty problems in natural language. These typically involve questions where the sense or the grammaticality of an utterance teeters on or over the edge of acceptability among native speakers. The phenomena in question have been examined within syntactic theory for over two decades with no wholly satisfactory outcome. Dr Truswell broadens the scope of the enquiry to the interface between syntactic structure and other, indirectly related, cognitive, and semantic structures such as aspect, agentivity, and presupposition. Uniting work from philosophical, cognitive and linguistic perspectives, he develops a model of the internal structure of events as perceptual and cognitive units. He deploys the model to explain and predict the acceptability of particular formulations. He considers the individuation of events in the light of the model and provides a novel account of patterns of question formation. He shows that these patterns throw new light on central claims of Chomsky's biolinguistic minimalist program and Jackendoff's parallel architecture theory of mind and language. This is work at the cutting edge of linguistic theory, catholic in its theoretical scope, open to insights from cognate fields, and illustrated with examples from a wide range of languages. It will interest philosophers, semanticists and cognitive scientists concerned with topics like events, agentivity, and planning, as well as linguists studying syntax or the syntax-semantics interface.

Cognitive Behaviour Therapy is radically changing the way people manage problems in their lives and has a profoundly positive effect on job satisfaction for mental health workers.

The Case Study Guide to Cognitive Behaviour Therapy of Psychosis is written by practitioners from differing clinical backgrounds and at different stages in their use of CBT. It provides vibrant and colourful descriptions of patient and therapist problems and the use of various techniques with them. Although founded in theory and research, the focus is on the practical use of CBT with patients whose symptom types will be recognisable instantly to mental health workers world-wide.

There is a brief description of therapeutic methods at the start followed by the collection of case studies. At the end, a training, supervision and implementation section enables practitioners to move from contemplation to adoption of these remarkable developments in their own practice and service.

Trainees on courses in psychosocial interventions e.g THORN and CBT courses, and professional trainees e.g those on Clinical Psychology, Mental Nurse and Psychiatry courses will find this book an essential resource and fascinating read. Mental health workers in mental health teams and services will also find the book of major importance to their work, and it will be of considerable interest to voluntary service workers in mental health charities.

The "theory of mind" framework has been the fastest growing body of empirical research in contemporary psychology. It has given rise to a range of positions on what it takes to relate to others as intentional beings. This book brings together disparate strands of ToM research, lays out historical roots of the idea, and indicates better alternatives.

If humans are purely physical, and if it is the brain that does the work formerly assigned to the mind or soul, then how can it fail to be the case that all of our thoughts and actions are determined by the laws of neurobiology? If this is the case, then free will, moral responsibility, and, indeed, reason itself would appear to be in jeopardy. Nancey Murphy and Warren S. Brown here defend a non-reductive version of physicalism whereby humans are (sometimes) the authors of their own thoughts and actions.
Did My Neurons Make Me Do It? brings together insights from both philosophy and the cognitive neurosciences to defeat neurobiological reductionism. One resource is a "post-Cartesian" account of mind as essentially embodied and constituted by action-feedback-evaluation-action loops in the environment, and "scaffolded" by cultural resources. Another is a non-mysterious account of downward (mental) causation explained in terms of a complex, higher-order system exercising constraints on lower-level causal processes. These resources are intrinsically related: the embeddedness of brain events in action-feedback loops is the key to their mentality, and those broader systems have causal effects on the brain itself.
With these resources Murphy and Brown take on two problems in philosophy of mind: a response to the charges that physicalists cannot account for the meaningfulness of language nor the causal efficacy of the mental qua mental. Solutions to these problems are a prerequisite to addressing the central problem of the book: how can biological organisms be free and morally responsible? The authors argue that the free-will problem is badly framed if it is put in terms of neurobiological determinism; the real issue is neurobiological reductionism. If it is indeed possible to make sense of the notion of downward causation, then the relevant question is whether humans exert downward causation over some of their own parts and processes. If all organisms do this to some extent, what needs to be added to this animalian flexibility to constitute free and responsible action? The keys are sophisticated language and hierarchically ordered cognitive processes allowing (mature) humans to evaluate their own actions, motives, goals, and rational and moral principles.

Sir Geoffrey Lloyd presents a cross-disciplinary study of the problems posed by the unity and diversity of the human mind. On the one hand, as humans we all share broadly the same anatomy, physiology, biochemistry, and certain psychological capabilities--the capacity to learn a language, for instance. On the other, different individuals and groups have very different talents, tastes, and beliefs, for instance about how they see themselves, other humans and the world around them. These issues are highly charged, for any denial of psychic unity savors of racism, while many assertions of psychic diversity raise the specters of arbitrary relativism, the incommensurability of beliefs systems and their mutual unintelligibility.
Lloyd surveys a fascinating range of subjects, examining where different types of arguments, scientific, philosophical, anthropological and historical can take us. He discusses color perception, spatial cognition, animal and plant taxonomy, the emotions, ideas of health and well-being, concepts of the self, agency and causation, varying perceptions of the distinction between nature and culture, and reasoning itself. To avoid the pitfalls of misleading dichotomies (especially between cross-cultural universalism and cultural relativism) he pays due attention to the multidimensionality of the phenomena to be apprehended and to the diversity of manners, or styles, of apprehending them. The weight to be given to different factors, physical, biological, psychological, cultural, ideological, varies as between different subject-areas and sometimes even within a single area. He uses recent work in social anthropology, linguistics, cognitive science, neurophysiology, and the history of ideas to redefine the problems and clarify how our evident psychic diversity can be reconciled with our shared humanity.

How do minds make societies, and how do societies change? Paul Thagard systematically connects neural and psychological explanations of mind with major social sciences (social psychology, sociology, politics, economics, anthropology, and history) and professions (medicine, law, education, engineering, and business). Social change emerges from interacting social and mental mechanisms. Many economists and political scientists assume that individuals make rational choices, despite the abundance of evidence that people frequently succumb to thinking errors such as motivated inference. Much of sociology and anthropology is taken over with postmodernist assumptions that everything is constructed on the basis of social relations such as power, with no inkling that these relations are mediated by how people think about each other. Mind-Society displays the interdependence of the cognitive and social sciences by describing the interconnections among mental and social mechanisms, which interact to generate social changes ranging from marriage patterns to wars. Validation comes from detailed studies of important social changes, from norms about romantic relationships to economic practices, political institutions, religious customs, and international relations. This book belongs to a trio that includes Brain-Mind: From Neurons to Consciousness and Creativity and Natural Philosophy: From Social Brains to Knowledge, Reality, Morality, and Beauty. They can be read independently, but together they make up a Treatise on Mind and Society that provides a unified and comprehensive treatment of the cognitive sciences, social sciences, professions, and humanities.

This volume of new work by prominent phonologists goes to the heart of current debates in phonological and linguistic theory: should the explanation of phonological variety be constraint or rule-based and, in the light of the resolution of this question, how in the mind does phonology interface with other components of the grammar. The book includes contributions from leading proponents of both sides of the argument and an extensive introduction setting out the history, nature, and more general linguistic implications of current phonological theory.

Confabulation theory offers the first complete detailed explanation of the mechanism of cognition, i.e., thinking, an essential information processing capability of all enbrained Earth animals (bees, octopi, trout, ravens, humans, et al.). Concentrating on the human case, this book offers an hypothesis for the neuronal implementation of cognition, and explores the mathematics and methods of application of its mechanism. Thinking turns out to be starkly alien in comparison with all known technological approaches to information processing. While probably not yet scientifically testable, confabulation theory seems consistent with the facts of neuroscience. Beyond science, any complete detailed explanation of cognition can be investigated by applying it technologically. Multiple experiments of this nature are described in this book in complete detail. The results suggest that confabulation theory can provide the universal platform for building intelligent machines. In short, this book explains how thinking works and establishes the foundation for building machines that think.

Because of the theory s implications for philosophy, education, medicine, anthropology and social science, this book will also be of interest to scientists in those domains."

A radical exploration of how rituals have influenced history over thousands of years. From infancy, we copy those around us in order to be like others, to be one with the tribe. Other primates will copy behaviour that leads to transparent benefits, such as access to food, but only humans promiscuously copy actions that have no obvious instrumental purpose. The copying of causally opaque behaviour (rituals) has allowed cultural groups to proliferate over time and space. The frequency and emotional intensity of ritual performances constrains the scale and structure of cultural groups. Rare, traumatic rituals (e.g. painful initiations) produce very strong social cohesion in small, relational groups such as military battalions or local cults whereas daily and weekly rituals (e.g. collective praying in mosques, churches, and synagogues) produce diffuse cohesion in indefinitely expandable communities. This pioneering study presents a theory of how these two 'ritual modes' have influenced the course of human history over many thousands of years and continue to shape the groups we live in today. The resulting programme of research offers a radically new paradigm for the social sciences, one that bridges across disciplinary silos, samples the full diversity of the world's populations, and plumbs our richest sources of information about cultural systems, past and present. In doing so, leading anthropologist Harvey Whitehouse shows how we can modify the way we tackle some of the most pressing challenges of our day, from violent extremism to global heating. All the problems humanity creates are ultimately problems of cooperation. Solving these problems will require social glue. Whitehouse suggests various practical ways in which our growing knowledge about the role of ritual in group bonding can help us achieve a more peaceful and prosperous future, not only for ourselves but for all species who share the planet with us.

How do brains make minds? Paul Thagard presents a unified, brain-based theory of cognition and emotion with applications to the most complex kinds of thinking, right up to consciousness and creativity. Neural mechanisms are used to explain mental operations for analogy, action, intention, language, and the self. Brain-Mind develops a brilliant account of mental operations using promising new ideas from theoretical neuroscience. Single neurons cannot do much by themselves, but groups of neurons work together to accomplish powerful kinds of mental representation, including concepts, images, and rules. Minds enable people to perceive, imagine, solve problems, understand, learn, speak, reason, create, and be emotional and conscious. Competing explanations of how the mind works have identified it as soul, computer, brain, dynamical system, or social construction. This book explains minds in terms of interacting mechanisms operating at multiple levels, including the social, mental, neural, and molecular. Unification comes from systematic application of Chris Eliasmith's powerful Semantic Pointer Architecture, a highly original synthesis of neural network and symbolic ideas about how the mind works. This book belongs to a trio that includes Mind-Society: From Brains to Social Sciences and Professions and Natural Philosophy: From Social Brains to Knowledge, Reality, Morality, and Beauty. They can be read independently, but together they make up a Treatise on Mind and Society that provides a unified and comprehensive treatment of the cognitive sciences, social sciences, professions, and humanities.

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.