Ai And The Future Of Creative Work
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Ai And The Future Of Creative Work
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Author : Michael Filimowicz
language : en
Publisher: Taylor & Francis
Release Date : 2023-05-26
Ai And The Future Of Creative Work written by Michael Filimowicz and has been published by Taylor & Francis this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-26 with Social Science categories.
This book focuses on the intelligent technologies that are transforming creative practices and industries. The future of creative work will be more complicated than “the robots will take our jobs.” The workplace is becoming increasingly hybridized, with human and computational labor complementing each other. Some economic roles for the former will no doubt fade over time, while new roles are created to produce artificial intelligence (AI)-related technologies and implementations for productivity. New tools for the generation and personalization of content across platforms will be as ubiquitous as the automation of repetitive tasks in content creation workflows. Cultural conceptions of what it means to be a creative worker will necessarily change as a result of these transformations in human-machine labor. The volume covers the possibilities of humans and robots developing collegial relationships, creative cybernetics as machines and artists become co-creators of art, the reconcentration of corporate power as AI transforms the music industry, the rhetoric of algorithm-driven cultural production in streaming media and how artisans provide a model of counter-hegemony to automation processes. Scholars and students from many backgrounds, as well as policy makers, journalists and the general reading public, will find a multidisciplinary approach to questions posed by creative labor and industry research from communication, philosophy, robotics, media, music and the creative arts, informatics, information science, and computer science and engineering.
The Artist In The Machine
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Author : Arthur I. Miller
language : en
Publisher: MIT Press
Release Date : 2019-10-01
The Artist In The Machine written by Arthur I. Miller and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-10-01 with Computers categories.
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 Future Of Creative Work
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Author : Greg Hearn
language : en
Publisher: Edward Elgar Publishing
Release Date : 2020-09-25
The Future Of Creative Work written by Greg Hearn and has been published by Edward Elgar Publishing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-09-25 with Business & Economics categories.
The Future of Creative Work provides a unique overview of the changing nature of creative work, examining how digital developments and the rise of intangible capital are causing an upheaval in the social institutions of work. It offers a profound insight into how this technological and social evolution will affect creative professions.
The Creativity Code
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Author : Marcus Du Sautoy
language : en
Publisher: Belknap Press
Release Date : 2020-03-03
The Creativity Code written by Marcus Du Sautoy and has been published by Belknap Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-03-03 with Computers categories.
“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
Generative Deep Learning
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Author : David Foster
language : en
Publisher: "O'Reilly Media, Inc."
Release Date : 2019-06-28
Generative Deep Learning written by David Foster and has been published by "O'Reilly Media, Inc." this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-06-28 with Computers categories.
Generative modeling is one of the hottest topics in AI. It’s now possible to teach a machine to excel at human endeavors such as painting, writing, and composing music. With this practical book, machine-learning engineers and data scientists will discover how to re-create some of the most impressive examples of generative deep learning models, such as variational autoencoders,generative adversarial networks (GANs), encoder-decoder models and world models. Author David Foster demonstrates the inner workings of each technique, starting with the basics of deep learning before advancing to some of the most cutting-edge algorithms in the field. Through tips and tricks, you’ll understand how to make your models learn more efficiently and become more creative. Discover how variational autoencoders can change facial expressions in photos Build practical GAN examples from scratch, including CycleGAN for style transfer and MuseGAN for music generation Create recurrent generative models for text generation and learn how to improve the models using attention Understand how generative models can help agents to accomplish tasks within a reinforcement learning setting Explore the architecture of the Transformer (BERT, GPT-2) and image generation models such as ProGAN and StyleGAN
From Fear To Flourish
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Author : Nurlan Mahmudov
language : en
Publisher: Independently Published
Release Date : 2024-06-23
From Fear To Flourish written by Nurlan Mahmudov and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-23 with Computers categories.
Are you an artist, writer, musician, or designer grappling with the implications of artificial intelligence (AI) on your craft? "From Fear to Flourish: AI and the Future of Creativity" is your essential guide to embracing AI as a powerful tool that can enhance and expand your creative capabilities. Discover the Truth About AI and Creativity In the midst of a technological renaissance, AI is transforming industries by automating tasks, analyzing data, and providing insights once unimaginable. But what about the creative industry? Will AI replace human creativity, or will it serve as a collaborator to push the boundaries of artistic expression? This book dives deep into these questions, debunking common myths and addressing fears head-on. What You Will Learn Debunking the Myths: Understand the common misconceptions about AI in the creative industry and why these fears are unfounded. The Role of AI in Enhancing Creativity: Explore how AI can augment rather than replace creative jobs, producing meaningful and soulful work. Tools of the Trade: Get practical advice on the best AI tools for writing, visual arts, music, and video production. Overcoming Resistance: Learn strategies to overcome cultural and psychological barriers to adopting AI in your creative process. Future Trends and Predictions: Stay ahead of the curve with insights into future trends and ethical considerations in AI-driven creativity. Personal Stories and Testimonials: Gain inspiration from personal stories of artists, writers, musicians, and designers who have successfully integrated AI into their work. Practical Applications: Discover step-by-step guides and examples to effectively integrate AI into your projects. Expanding Your Creative Horizons: Learn how to leverage AI to explore new creative horizons and innovate in your field. Join the Revolution in Creativity "From Fear to Flourish: AI and the Future of Creativity" is not just a book about technology; it's a manifesto for a new era of creativity. This book is a call to action for anyone who has ever felt uncertain about their place in a world increasingly influenced by AI. Embrace AI as a collaborator rather than a competitor and see it as a tool that can amplify your creativity. A Journey from Fear to Flourish Structured to take you on a transformative journey, this book begins by confronting fears and misconceptions about AI. It then explores practical applications and benefits, equipping you with the knowledge and tools to integrate AI into your creative process confidently. By the end, you will have a new perspective on AI-a perspective that sees AI as an enabler of creativity. Engage and Flourish As you read, think critically about the role of AI in your work. Experiment with AI tools and share your experiences. Together, we can move from a place of fear to one of flourishing, embracing the future of creativity with open minds and open hearts. Welcome to "From Fear to Flourish: AI and the Future of Creativity." Let's embark on this transformative journey together.
Ai 2041
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Author : Kai-Fu Lee
language : en
Publisher: Crown Currency
Release Date : 2021-09-14
Ai 2041 written by Kai-Fu Lee and has been published by Crown Currency this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-09-14 with Social Science categories.
How will AI change our world within twenty years? A pioneering technologist and acclaimed writer team up for a “dazzling” (The New York Times) look at the future that “brims with intriguing insights” (Financial Times). This edition includes a new foreword by Kai-Fu Lee. A BEST BOOK OF THE YEAR: The Wall Street Journal, The Washington Post, Financial Times Long before the advent of ChatGPT, Kai-Fu Lee and Chen Qiufan understood the enormous potential of artificial intelligence to transform our daily lives. But even as the world wakes up to the power of AI, many of us still fail to grasp the big picture. Chatbots and large language models are only the beginning. In this “inspired collaboration” (The Wall Street Journal), Lee and Chen join forces to imagine our world in 2041 and how it will be shaped by AI. In ten gripping, globe-spanning short stories and accompanying commentary, their book introduces readers to an array of eye-opening settings and characters grappling with the new abundance and potential harms of AI technologies like deep learning, mixed reality, robotics, artificial general intelligence, and autonomous weapons.
Creative Provocations Speculations On The Future Of Creativity Technology Learning
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Author : Danah Henriksen
language : en
Publisher: Springer Nature
Release Date : 2023-01-01
Creative Provocations Speculations On The Future Of Creativity Technology Learning written by Danah Henriksen and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-01-01 with Education categories.
This book explores the complex, yet critical, relationship between technology and creativity, specifically in educational contexts. Creativity is important for success in today’s rapidly changing, radically contingent and hyperconnected world. This is even more relevant in the context of teaching and learning—where the psychological, sociological and cultural aspects of human learning confront the challenges of a rapidly changing, technologically saturated world. Written by some of the foremost thinkers and researchers in the area of creativity and/or technology, the chapters in this volume examine the impact of recent and future technologies on creativity, teaching and learning. Individually and collectively, they help us develop an understanding of this nexus of creativity and technology for education. They offer new perspectives on this rapidly evolving future—exploring issues, paradoxes, tensions, and points of interest for creativity and technology. They position these issues in ways that consider implications for thinking, learning, teaching, and education in general.
The Work Of The Future
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Author : David H. Autor
language : en
Publisher: MIT Press
Release Date : 2022-01-25
The Work Of The Future written by David H. Autor and has been published by MIT Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-01-25 with Business & Economics categories.
Why the United States lags behind other industrialized countries in sharing the benefits of innovation with workers and how we can remedy the problem. The United States has too many low-quality, low-wage jobs. Every country has its share, but those in the United States are especially poorly paid and often without benefits. Meanwhile, overall productivity increases steadily and new technology has transformed large parts of the economy, enhancing the skills and paychecks of higher paid knowledge workers. What’s wrong with this picture? Why have so many workers benefited so little from decades of growth? The Work of the Future shows that technology is neither the problem nor the solution. We can build better jobs if we create institutions that leverage technological innovation and also support workers though long cycles of technological transformation. Building on findings from the multiyear MIT Task Force on the Work of the Future, the book argues that we must foster institutional innovations that complement technological change. Skills programs that emphasize work-based and hybrid learning (in person and online), for example, empower workers to become and remain productive in a continuously evolving workplace. Industries fueled by new technology that augments workers can supply good jobs, and federal investment in R&D can help make these industries worker-friendly. We must act to ensure that the labor market of the future offers benefits, opportunity, and a measure of economic security to all.
Experiments In Musical Intelligence
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Author : David Cope
language : en
Publisher:
Release Date : 1996
Experiments In Musical Intelligence written by David Cope and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1996 with Composition (Music) categories.