Art in the Age of Machine Learning

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Author :
Publisher : MIT Press
ISBN 13 : 0262367106
Total Pages : 215 pages
Book Rating : 4.2/5 (623 download)

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Book Synopsis Art in the Age of Machine Learning by : Sofian Audry

Download or read book Art in the Age of Machine Learning written by Sofian Audry and published by MIT Press. This book was released on 2021-11-23 with total page 215 pages. Available in PDF, EPUB and Kindle. Book excerpt: An examination of machine learning art and its practice in new media art and music. Over the past decade, an artistic movement has emerged that draws on machine learning as both inspiration and medium. In this book, transdisciplinary artist-researcher Sofian Audry examines artistic practices at the intersection of machine learning and new media art, providing conceptual tools and historical perspectives for new media artists, musicians, composers, writers, curators, and theorists. Audry looks at works from a broad range of practices, including new media installation, robotic art, visual art, electronic music and sound, and electronic literature, connecting machine learning art to such earlier artistic practices as cybernetics art, artificial life art, and evolutionary art. Machine learning underlies computational systems that are biologically inspired, statistically driven, agent-based networked entities that program themselves. Audry explains the fundamental design of machine learning algorithmic structures in terms accessible to the nonspecialist while framing these technologies within larger historical and conceptual spaces. Audry debunks myths about machine learning art, including the ideas that machine learning can create art without artists and that machine learning will soon bring about superhuman intelligence and creativity. Audry considers learning procedures, describing how artists hijack the training process by playing with evaluative functions; discusses trainable machines and models, explaining how different types of machine learning systems enable different kinds of artistic practices; and reviews the role of data in machine learning art, showing how artists use data as a raw material to steer learning systems and arguing that machine learning allows for novel forms of algorithmic remixes.

Painting in the Age of Artificial Intelligence

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Author :
Publisher : John Wiley & Sons
ISBN 13 :
Total Pages : 100 pages
Book Rating : 4.:/5 (319 download)

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Book Synopsis Painting in the Age of Artificial Intelligence by : David Moos

Download or read book Painting in the Age of Artificial Intelligence written by David Moos and published by John Wiley & Sons. This book was released on 1996-05-17 with total page 100 pages. Available in PDF, EPUB and Kindle. Book excerpt: * A significant contribution to the understanding of painting today * Writings by established artists, critics, art historians and philosophers * Demonstrates the continuing strength and versatility of painting in today's multimedia age * Paintings extensively illustrated in colour, including a folded colour insert of a unique 15th-century manuscript

The Artist in the Machine

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Publisher : MIT Press
ISBN 13 : 0262539624
Total Pages : 429 pages
Book Rating : 4.2/5 (625 download)

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Book Synopsis The Artist in the Machine by : Arthur I. Miller

Download or read book The Artist in the Machine written by Arthur I. Miller and published by MIT Press. This book was released on 2020-11-10 with total page 429 pages. Available in PDF, EPUB and Kindle. Book excerpt: An authority on creativity introduces us to AI-powered computers that are creating art, literature, and music that may well surpass the creations of humans. Today's computers are composing music that sounds “more Bach than Bach,” turning photographs into paintings in the style of Van Gogh's Starry Night, and even writing screenplays. But are computers truly creative—or are they merely tools to be used by musicians, artists, and writers? In this book, Arthur I. Miller takes us on a tour of creativity in the age of machines. Miller, an authority on creativity, identifies the key factors essential to the creative process, from “the need for introspection” to “the ability to discover the key problem.” He talks to people on the cutting edge of artificial intelligence, encountering computers that mimic the brain and machines that have defeated champions in chess, Jeopardy!, and Go. In the central part of the book, Miller explores the riches of computer-created art, introducing us to artists and computer scientists who have, among much else, unleashed an artificial neural network to create a nightmarish, multi-eyed dog-cat; taught AI to imagine; developed a robot that paints; created algorithms for poetry; and produced the world's first computer-composed musical, Beyond the Fence, staged by Android Lloyd Webber and friends. But, Miller writes, in order to be truly creative, machines will need to step into the world. He probes the nature of consciousness and speaks to researchers trying to develop emotions and consciousness in computers. Miller argues that computers can already be as creative as humans—and someday will surpass us. But this is not a dystopian account; Miller celebrates the creative possibilities of artificial intelligence in art, music, and literature.

The Creativity Code

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Author :
Publisher : Harvard University Press
ISBN 13 : 0674244710
Total Pages : 321 pages
Book Rating : 4.6/5 (742 download)

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Book Synopsis The Creativity Code by : Marcus Du Sautoy

Download or read book The Creativity Code written by Marcus Du Sautoy and published by Harvard University Press. This book was released on 2020-03-03 with total page 321 pages. Available in PDF, EPUB and Kindle. Book excerpt: “A brilliant travel guide to the coming world of AI.” —Jeanette Winterson What does it mean to be creative? Can creativity be trained? Is it uniquely human, or could AI be considered creative? Mathematical genius and exuberant polymath Marcus du Sautoy plunges us into the world of artificial intelligence and algorithmic learning in this essential guide to the future of creativity. He considers the role of pattern and imitation in the creative process and sets out to investigate the programs and programmers—from Deep Mind and the Flow Machine to Botnik and WHIM—who are seeking to rival or surpass human innovation in gaming, music, art, and language. A thrilling tour of the landscape of invention, The Creativity Code explores the new face of creativity and the mysteries of the human code. “As machines outsmart us in ever more domains, we can at least comfort ourselves that one area will remain sacrosanct and uncomputable: human creativity. Or can we?...In his fascinating exploration of the nature of creativity, Marcus du Sautoy questions many of those assumptions.” —Financial Times “Fascinating...If all the experiences, hopes, dreams, visions, lusts, loves, and hatreds that shape the human imagination amount to nothing more than a ‘code,’ then sooner or later a machine will crack it. Indeed, du Sautoy assembles an eclectic array of evidence to show how that’s happening even now.” —The Times

Beyond the Uncanny Valley

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Author :
Publisher : Cameron
ISBN 13 : 9781951836009
Total Pages : 0 pages
Book Rating : 4.8/5 (36 download)

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Book Synopsis Beyond the Uncanny Valley by : Claudia Schmuckli

Download or read book Beyond the Uncanny Valley written by Claudia Schmuckli and published by Cameron. This book was released on 2020 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "In the 1970s, Japanese robotics expert Masahiro Mori published an article that coined and theorized the idea of the "uncanny valley" as a measurable correlation between the human likeness of a machine and people's comfort level with its presence. Criticized as flawed from the moment of its appearance and eventually debunked by empirical studies, Mori's original mapping of the "uncanny valley" may have no scientific grounding, but the term still endures as an apt metaphor for a technologically induced terrain of philosophical, biological, and social uncertainty. With the development of major technologies from the atom bomb to the digital computer and the emergence of cybernetics and artificial intelligence as academic disciplines since the Second World War, this terrain is no longer the sole purview of life-like automatons or robots but is increasingly occupied by developments in machine intelligence, biodigital mergence, and related issues of cloning and other forms of genetic manipulation that have reshaped the debate around the liminality of humanity. As the construction and definitions of subjectives and societies are increasingly organized and shaped by technological events that imitate or improve upon-even if only partially-fundamental functions of our bodies and minds, the question of what it means to be or remain human has been reopened for debate"--

The Atlas of AI

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Author :
Publisher : Yale University Press
ISBN 13 : 0300209576
Total Pages : 336 pages
Book Rating : 4.3/5 (2 download)

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Book Synopsis The Atlas of AI by : Kate Crawford

Download or read book The Atlas of AI written by Kate Crawford and published by Yale University Press. This book was released on 2021-04-06 with total page 336 pages. Available in PDF, EPUB and Kindle. Book excerpt: The hidden costs of artificial intelligence, from natural resources and labor to privacy and freedom What happens when artificial intelligence saturates political life and depletes the planet? How is AI shaping our understanding of ourselves and our societies? In this book Kate Crawford reveals how this planetary network is fueling a shift toward undemocratic governance and increased inequality. Drawing on more than a decade of research, award-winning science, and technology, Crawford reveals how AI is a technology of extraction: from the energy and minerals needed to build and sustain its infrastructure, to the exploited workers behind "automated" services, to the data AI collects from us. Rather than taking a narrow focus on code and algorithms, Crawford offers us a political and a material perspective on what it takes to make artificial intelligence and where it goes wrong. While technical systems present a veneer of objectivity, they are always systems of power. This is an urgent account of what is at stake as technology companies use artificial intelligence to reshape the world.

AI Art

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Author :
Publisher :
ISBN 13 : 9781785420856
Total Pages : 178 pages
Book Rating : 4.4/5 (28 download)

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Book Synopsis AI Art by : Joanna Zylinska

Download or read book AI Art written by Joanna Zylinska and published by . This book was released on 2020-07-15 with total page 178 pages. Available in PDF, EPUB and Kindle. Book excerpt: In AI Art, Joanna Zylinska cuts through the smoke and mirrors surrounding the current narratives of computation, robotics and Artificial Intelligence. Offering a critique of the political underpinnings of AI and its dominant aesthetics, this book raises broader questions about the conditions of art making, creativity and labour today.

Competing in the Age of AI

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Author :
Publisher : Harvard Business Press
ISBN 13 : 1633697630
Total Pages : 175 pages
Book Rating : 4.6/5 (336 download)

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Book Synopsis Competing in the Age of AI by : Marco Iansiti

Download or read book Competing in the Age of AI written by Marco Iansiti and published by Harvard Business Press. This book was released on 2020-01-07 with total page 175 pages. Available in PDF, EPUB and Kindle. Book excerpt: "a provocative new book" — The New York Times AI-centric organizations exhibit a new operating architecture, redefining how they create, capture, share, and deliver value. Now with a new preface that explores how the coronavirus crisis compelled organizations such as Massachusetts General Hospital, Verizon, and IKEA to transform themselves with remarkable speed, Marco Iansiti and Karim R. Lakhani show how reinventing the firm around data, analytics, and AI removes traditional constraints on scale, scope, and learning that have restricted business growth for hundreds of years. From Airbnb to Ant Financial, Microsoft to Amazon, research shows how AI-driven processes are vastly more scalable than traditional processes, allow massive scope increase, enabling companies to straddle industry boundaries, and create powerful opportunities for learning—to drive ever more accurate, complex, and sophisticated predictions. When traditional operating constraints are removed, strategy becomes a whole new game, one whose rules and likely outcomes this book will make clear. Iansiti and Lakhani: Present a framework for rethinking business and operating models Explain how "collisions" between AI-driven/digital and traditional/analog firms are reshaping competition, altering the structure of our economy, and forcing traditional companies to rearchitect their operating models Explain the opportunities and risks created by digital firms Describe the new challenges and responsibilities for the leaders of both digital and traditional firms Packed with examples—including many from the most powerful and innovative global, AI-driven competitors—and based on research in hundreds of firms across many sectors, this is your essential guide for rethinking how your firm competes and operates in the era of AI.

The Sentient Machine

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Author :
Publisher : Simon and Schuster
ISBN 13 : 1501144677
Total Pages : 224 pages
Book Rating : 4.5/5 (11 download)

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Book Synopsis The Sentient Machine by : Amir Husain

Download or read book The Sentient Machine written by Amir Husain and published by Simon and Schuster. This book was released on 2017-11-21 with total page 224 pages. Available in PDF, EPUB and Kindle. Book excerpt: Explores universal questions about humanity's capacity for living and thriving in the coming age of sentient machines and AI, examining debates from opposing perspectives while discussing emerging intellectual diversity and its potential role in enabling a positive life.

The Machine as Art/ The Machine as Artist

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Author :
Publisher : Mdpi AG
ISBN 13 : 9783039360642
Total Pages : 316 pages
Book Rating : 4.3/5 (66 download)

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Book Synopsis The Machine as Art/ The Machine as Artist by : Juliette Bessette

Download or read book The Machine as Art/ The Machine as Artist written by Juliette Bessette and published by Mdpi AG. This book was released on 2020-10-21 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: The articles collected in this volume from the two companion Arts Special Issues, "The Machine as Art (in the 20th Century)" and "The Machine as Artist (in the 21st Century)", represent a unique scholarly resource: analyses by artists, scientists, and engineers, as well as art historians, covering not only the current (and astounding) rapprochement between art and technology but also the vital post-World War II period that has led up to it; this collection is also distinguished by several of the contributors being prominent individuals within their own fields, or as artists who have actually participated in the still unfolding events with which it is concerned

The Age of Data

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Author :
Publisher : Niggli
ISBN 13 : 9783721210156
Total Pages : 400 pages
Book Rating : 4.2/5 (11 download)

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Book Synopsis The Age of Data by : Christoph Grunberger

Download or read book The Age of Data written by Christoph Grunberger and published by Niggli. This book was released on 2021-12-07 with total page 400 pages. Available in PDF, EPUB and Kindle. Book excerpt: A compendium for everybody who is interested in what art will be like in the upcoming decade: Global pioneers of data-driven design share their projects and give behind-the-scene looks at some of the most genre-redefining work, providing insights and outlooks on how it influences our current and future reality.

The Art And The Artificial Intelligence: How The Value Of Real Art Is Increased

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Author :
Publisher : Herpers Publishing Int
ISBN 13 :
Total Pages : 27 pages
Book Rating : 4./5 ( download)

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Book Synopsis The Art And The Artificial Intelligence: How The Value Of Real Art Is Increased by : York P. Herpers

Download or read book The Art And The Artificial Intelligence: How The Value Of Real Art Is Increased written by York P. Herpers and published by Herpers Publishing Int. This book was released on 2023-08-05 with total page 27 pages. Available in PDF, EPUB and Kindle. Book excerpt: In a world where artificial intelligence (AI) generates stunning works of art, the authenticity and uniqueness of human craftsmanship threatens to fade into the background. But this book is a plea for the magic that can only be created by human creativity - a homage to the uniqueness and immortality of handmade art in the age of AI. This book shows how artists are using the power of AI not to replace their creativity, but to enrich it. We discover how artists use technology as a source of inspiration to explore new horizons and create unique forms of expression. „The Art And The Artificial Intelligence“ offers succinctly the most important approaches how artists with courage and passion preserve their unique artistic identity and emphasize the importance of originality. Limited editions, individual signatures and personal perspectives create artworks that stand out from the digital crowd and create an unparalleled connection with the viewer. This book is an invitation to celebrate the beauty, depth and meaning of human creativity and to recognize that in the age of AI, the real magic lies in the uniqueness and immortality of handmade art. About the author: York P. Herpers is the author of the well-known exercise book series „Practice Drawing“ (Practice-Drawing.com) and the coloring book series „Cool Down“ (CooldownColoring.com). Both series offer over 100 different theme worlds for freehand drawing and coloring of individual one-offs. The promotion of the art world is very important to the passionate painter and draftsman. As a programmer and businessman, he is also very familiar with AI on a technological level, and this book gives him a valuable perspective on the future of the art industry.

Make Art with Artificial Intelligence

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Author :
Publisher :
ISBN 13 :
Total Pages : 184 pages
Book Rating : 4.5/5 (771 download)

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Book Synopsis Make Art with Artificial Intelligence by : Kevin Ashley

Download or read book Make Art with Artificial Intelligence written by Kevin Ashley and published by . This book was released on 2021-04 with total page 184 pages. Available in PDF, EPUB and Kindle. Book excerpt: MAKE ART with Artificial Intelligence A guide on practical artificial intelligence for drawing, art, illustration, and design - for everyone interested in creativity, art, and technology. The book has hundreds of original illustrations made or augmented with AI, 20+ online and video tutorials, 35+ Python notebooks, a GitHub repository and a blockchain art gallery. Written and illustrated by Kevin Ashley, a Microsoft developer hall of fame engineer, and an author of books and courses on artificial intelligence. Think of this book as v3.0 of your drawing class manual on how to sketch, draw faces, emotions, body poses, landscapes, apply light, color, style, emotion, expressions, perspective, generate animations, speech and more with artificial intelligence. All artwork from this book is created or augmented with machine learning and available in online NFT gallery, as well as tutorials and practical examples. The impact of this book in data science community inspired a group of Microsoft engineers and data scientists to implement a project they called Azure Picasso to streamline the path from a conceptual artwork, enhanced with artificial intelligence to publishing art in online galleries. FROM REVIEWS This is similar to the best lecture classes I had in college where the professor talked in class about the concepts and fundamentals but then gave us homework that would let us experiment and try out the concepts hands-on. As an artist who has 30 years of artwork looking to share, I love this book because it's approachable to the novice and useful to the expert. EDITIONS Beautiful Paperback, 8x10, color edition, more illustrations than the e-book, reads like an art book, beautiful print and high-quality paper. eBook - easy to read on phones, tablets and online readers, reflowing text, great for practical tutorials, as the book has many links to tutorials. CONTENTS Getting Started (History of Art and AI - Drawing - Sketching - Action and Poses - Landscapes and Scenery - Animation - Selling your Art) Creative Tools (Traditional tools - Digital tools - AI Tools - Python - Notebooks - Practice Studies). Neural Networks for Art (Neurons - Neural networks - Supervised learning - Unsupervised learning - Generative Adversarial Networks - Machine Learning Models and Training - Reinforcement learning - Practice Studies) Drawing and Sketching with AI (Sketching - Improving Sketches with AI - Childhood Drawings - Creativity - Inking - Shading and Light - Coloring - Practice Studies) Faces and Facial Expressions (How AI recognizes human faces - Facial features - Emotions - 3D Faces - Cartoons and Caricature - Anime and Manga - Generating Faces with AI) Pose and Actions with AI (Action with AI - Keypoints - Pose Estimation - Drawing Human Body - Human Pose Datasets - Perspective and Depth) Landscapes and Scenery (Landscapes - Generating Landscapes - AI Models and Methods for Landscapes - Practice Studies) Style and Content (Style and Style Transfer in Art and AI - Generative Adversarial Networks - Creative Style) Animation with AI (History of Animation - 12 Principles of Animation - Using AI for Animation - Animating Speech, Lips and Faces) How to Sell your Art with Blockchain and NFT (Why Blockchain - Smart Contracts and NFTs - Creating a Crypto Wallet - Creating your Gallery - Listing for Sale - Getting Paid) The book comes with online tutorials, including assets, resources and notebooks for artists, data scientists or engineers. With basic Python you can create stunning works of art, but the knowledge of Python is not required. Enjoy this unique and insightful book!

Architecture in the Age of Artificial Intelligence

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Author :
Publisher : Bloomsbury Publishing
ISBN 13 : 1350165549
Total Pages : 281 pages
Book Rating : 4.3/5 (51 download)

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Book Synopsis Architecture in the Age of Artificial Intelligence by : Neil Leach

Download or read book Architecture in the Age of Artificial Intelligence written by Neil Leach and published by Bloomsbury Publishing. This book was released on 2021-11-18 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence is everywhere – from the apps on our phones to the algorithms of search engines. Without us noticing, the AI revolution has arrived. But what does this mean for the world of design? The first volume in a two-book series, Architecture in the Age of Artificial Intelligence introduces AI for designers and considers its positive potential for the future of architecture and design. Explaining what AI is and how it works, the book examines how different manifestations of AI will impact the discipline and profession of architecture. Highlighting current case-studies as well as near-future applications, it shows how AI is already being used as a powerful design tool, and how AI-driven information systems will soon transform the design of buildings and cities. Far-sighted, provocative and challenging, yet rooted in careful research and cautious speculation, this book, written by architect and theorist Neil Leach, is a must-read for all architects and designers – including students of architecture and all design professionals interested in keeping their practice at the cutting edge of technology.

The Great Unknown

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Author :
Publisher : Penguin
ISBN 13 : 0735221812
Total Pages : 464 pages
Book Rating : 4.7/5 (352 download)

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Book Synopsis The Great Unknown by : Marcus du Sautoy

Download or read book The Great Unknown written by Marcus du Sautoy and published by Penguin. This book was released on 2017-04-11 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: “An engaging voyage into some of the great mysteries and wonders of our world." --Alan Lightman, author of Einstein’s Dream and The Accidental Universe “No one is better at making the recondite accessible and exciting.” —Bill Bryson Brain Pickings and Kirkus Best Science Book of the Year Every week seems to throw up a new discovery, shaking the foundations of what we know. But are there questions we will never be able to answer—mysteries that lie beyond the predictive powers of science? In this captivating exploration of our most tantalizing unknowns, Marcus du Sautoy invites us to consider the problems in cosmology, quantum physics, mathematics, and neuroscience that continue to bedevil scientists and creative thinkers who are at the forefront of their fields. At once exhilarating, mind-bending, and compulsively readable, The Great Unknown challenges us to consider big questions—about the nature of consciousness, what came before the big bang, and what lies beyond our horizons—while taking us on a virtuoso tour of the great breakthroughs of the past and celebrating the men and women who dared to tackle the seemingly impossible and had the imagination to come up with new ways of seeing the world.

Code as Creative Medium

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Author :
Publisher : MIT Press
ISBN 13 : 0262542048
Total Pages : 289 pages
Book Rating : 4.2/5 (625 download)

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Book Synopsis Code as Creative Medium by : Golan Levin

Download or read book Code as Creative Medium written by Golan Levin and published by MIT Press. This book was released on 2021-02-02 with total page 289 pages. Available in PDF, EPUB and Kindle. Book excerpt: An essential guide for teaching and learning computational art and design: exercises, assignments, interviews, and more than 170 illustrations of creative work. This book is an essential resource for art educators and practitioners who want to explore code as a creative medium, and serves as a guide for computer scientists transitioning from STEM to STEAM in their syllabi or practice. It provides a collection of classic creative coding prompts and assignments, accompanied by annotated examples of both classic and contemporary projects, and more than 170 illustrations of creative work, and features a set of interviews with leading educators. Picking up where standard programming guides leave off, the authors highlight alternative programming pedagogies suitable for the art- and design-oriented classroom, including teaching approaches, resources, and community support structures.

Art Power

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Publisher : MIT Press
ISBN 13 : 0262518686
Total Pages : 197 pages
Book Rating : 4.2/5 (625 download)

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Book Synopsis Art Power by : Boris Groys

Download or read book Art Power written by Boris Groys and published by MIT Press. This book was released on 2013-02-08 with total page 197 pages. Available in PDF, EPUB and Kindle. Book excerpt: A new book by Boris Groys acknowledges the problem and potential of art's complex relationship to power. Art has its own power in the world, and is as much a force in the power play of global politics today as it once was in the arena of cold war politics. Art, argues the distinguished theoretician Boris Groys, is hardly a powerless commodity subject to the art market's fiats of inclusion and exclusion. In Art Power, Groys examines modern and contemporary art according to its ideological function. Art, Groys writes, is produced and brought before the public in two ways—as a commodity and as a tool of political propaganda. In the contemporary art scene, very little attention is paid to the latter function. Arguing for the inclusion of politically motivated art in contemporary art discourse, Groys considers art produced under totalitarianism, Socialism, and post-Communism. He also considers today's mainstream Western art—which he finds behaving more and more according the norms of ideological propaganda: produced and exhibited for the masses at international exhibitions, biennials, and festivals. Contemporary art, Groys argues, demonstrates its power by appropriating the iconoclastic gestures directed against itself—by positioning itself simultaneously as an image and as a critique of the image. In Art Power, Groys examines this fundamental appropriation that produces the paradoxical object of the modern artwork.