artificial intelligence aesthetics

Artificial Intelligence Aesthetics: Where Technology Meets Beauty

Introduction:

Have you ever stopped to consider the beauty in artificial intelligence? It's more than just lines of code and complex algorithms; AI is increasingly shaping our aesthetic experiences, from the art it creates to the user interfaces it designs. This exploration dives into the fascinating intersection of artificial intelligence and aesthetics, examining how AI is influencing, and even defining, what we find beautiful and pleasing. We'll unpack the creative potential of AI, its impact on design, and the ethical considerations that arise when machines start making aesthetic judgments. So, buckle up, because we're about to embark on a journey into the captivating world of AI aesthetics!

Article Outline:

I. AI as a Creative Tool:
a. AI-generated art: exploring different techniques (GANs, neural style transfer) and examples.
b. AI's role in design: website UI/UX, architecture, fashion.
c. The limitations of AI in creative fields: human input and artistic intent.

II. AI and the Definition of Beauty:
a. Algorithmic biases and their influence on aesthetic preferences.
b. The evolving concept of beauty in the age of AI.
c. Can AI truly understand and appreciate beauty?

III. Ethical Considerations:
a. Copyright and ownership of AI-generated art.
b. The potential for AI to homogenize aesthetic tastes.
c. The role of human creativity in the face of AI advancements.

Article Body:

I. AI as a Creative Tool:

Artificial intelligence isn't just crunching numbers; it's becoming a surprisingly adept artist and designer. Think of Generative Adversarial Networks (GANs), for example. These are like two artists in a constant competition: one creates an image, the other critiques it, leading to ever-improving artwork. The results can be astonishing – breathtaking landscapes, surreal portraits, and abstract creations that challenge our notions of what art can be. Then there's neural style transfer, which allows you to apply the style of one artwork to another, transforming a photo into a Van Gogh-esque masterpiece. AI is also making waves in design, streamlining processes and pushing creative boundaries. Imagine AI designing websites with intuitive user interfaces, or even creating stunning architectural structures optimized for both beauty and functionality. AI algorithms analyze user behavior to create personalized aesthetic experiences, making everything from social media feeds to e-commerce sites more visually appealing. But let's not get carried away. AI is a powerful tool, but it's still a tool. It lacks the human element – the emotions, experiences, and intentions that infuse genuine art with meaning. It can mimic styles, but can it truly innovate? Can it truly feel? That's the crucial question.

II. AI and the Definition of Beauty:

This leads us to a more profound question: is beauty objective, or is it in the eye of the beholder? AI, trained on vast datasets of images, begins to define beauty based on what it sees most frequently. This can lead to algorithmic biases, where certain aesthetics are favored over others, reflecting pre-existing societal biases. What if the AI is primarily trained on images of a particular ethnicity or body type? It might inadvertently perpetuate unrealistic beauty standards. So, while AI can help us analyze and understand aesthetic preferences, it can also reinforce existing prejudices. The concept of beauty is constantly evolving, and AI is accelerating this evolution. Imagine a future where AI generates personalized aesthetic experiences, tailoring beauty to individual preferences. This is a double-edged sword. It could foster greater diversity in aesthetic tastes, but it could also lead to a fragmentation of beauty standards, making it harder to find common ground. Furthermore, can an AI truly understand beauty, or is it merely mimicking patterns and preferences? Can it truly appreciate the emotional resonance of a piece of art, the cultural significance of a design? These are questions that continue to challenge our understanding of both AI and the human experience.

III. Ethical Considerations:

The rise of AI in aesthetics raises several ethical dilemmas. Who owns the copyright to an AI-generated artwork? Is it the programmer, the user who prompted the AI, or the AI itself? This is a legal and philosophical minefield. Moreover, there's a concern that AI could homogenize aesthetic tastes, creating a bland, predictable world where individuality is lost. If everyone is consuming AI-generated content tailored to their individual preferences, will we lose our shared cultural references and aesthetic norms? Finally, there's the question of the role of human creativity. As AI becomes more sophisticated, will humans lose their drive to create? Will we become passive consumers of AI-generated art and design, losing our capacity for unique expression? These aren't just hypothetical questions; they are real concerns that demand careful consideration as AI continues to evolve.

Conclusion:

Artificial intelligence is revolutionizing our understanding and experience of aesthetics. It serves as a powerful creative tool, shaping art, design, and our very definition of beauty. However, the ethical implications are undeniable, forcing us to confront questions of authorship, bias, and the future of human creativity. Navigating this complex landscape requires thoughtful dialogue and a commitment to responsible innovation. The journey into AI aesthetics is only just beginning, and its destination remains to be seen.

FAQs:

Q: Can AI truly be creative? A: AI can generate novel and impressive outputs, but whether it possesses true creativity in the human sense remains a topic of debate. It excels at pattern recognition and manipulation, but genuine creativity often involves emotion, intention, and subjective experience, which are currently beyond AI's capabilities.

Q: Will AI replace human artists and designers? A: It's unlikely that AI will entirely replace human artists and designers. Instead, it's more likely that AI will become a powerful tool that augments human capabilities, assisting with tedious tasks and opening up new creative avenues.

Q: What are the biggest challenges facing AI aesthetics? A: Key challenges include addressing algorithmic bias, resolving copyright issues, and understanding the ethical implications of AI's influence on aesthetic preferences and human creativity.

Keywords: Artificial intelligence, AI aesthetics, AI art, AI design, generative art, neural style transfer, GANs, algorithmic bias, digital art, creative technology, future of art, ethical considerations, AI and creativity, beauty, design trends.

  artificial intelligence aesthetics: Aesthetic Intelligence Pauline Brown, 2019-11-26 Longtime leader in the luxury goods sector and former Chairman of LVMH Moët Hennessy Louis Vuitton North America reinvents the art and science of brand-building under the rubric of Aesthetic Intelligence. In a world in which people have cheap and easy access to most goods and services, yet crave richer and more meaningful experiences, aesthetics has become a key differentiator for most companies and a critical factor of their success and even their survival. In this groundbreaking book, Pauline Brown, a former leader of the world’s top luxury goods company and a pioneer in identifying the role of aesthetics in business, shows executives, entrepreneurs, and other professionals how to harness the power of the senses to create products, services, and experiences that stand out, resonate with their customers, and create long-term value for their businesses. The power is rooted in Aesthetic Intelligence—or “the other AI,” as Brown refers to it. Aesthetic Intelligence can be learned. Indeed, people are born with far more capacity than they use, but even those that are naturally gifted must continue to refine their skills, lest their aesthetic advantage atrophy. Through a combination of storytelling and practical advice, the author shows how aesthetic intelligence creates business value and how executives, entrepreneurs and others can boost their own AI and successfully apply it to business. Brown offers research, strategies and practical exercises focused on four essential AI skills. Aesthetic Intelligence provides a crucial roadmap to help business leaders build their businesses in their own authentic and distinctive way. Aesthetic Intelligence is about creating delight, lifting the human spirit, and rousing the imagination through sensorial experiences.
  artificial intelligence aesthetics: Cultural Analytics Lev Manovich, 2020-10-20 A book at the intersection of data science and media studies, presenting concepts and methods for computational analysis of cultural data. How can we see a billion images? What analytical methods can we bring to bear on the astonishing scale of digital culture--the billions of photographs shared on social media every day, the hundreds of millions of songs created by twenty million musicians on Soundcloud, the content of four billion Pinterest boards? In Cultural Analytics, Lev Manovich presents concepts and methods for computational analysis of cultural data. Drawing on more than a decade of research and projects from his own lab, Manovich offers a gentle, nontechnical introduction to the core ideas of data analytics and discusses the ways that our society uses data and algorithms.
  artificial intelligence aesthetics: The Rise of Metacreativity Eduardo Navas, 2022-11-18 This book brings together history and theory in art and media to examine the effects of artificial intelligence and machine learning in culture, and reflects on the implications of delegating parts of the creative process to AI. In order to understand the complexity of authorship and originality in relation to creativity in contemporary times, Navas combines historical and theoretical premises from different areas of research in the arts, humanities, and social sciences to provide a rich historical and theoretical context that critically reflects on and questions the implications of artificial intelligence and machine learning as an integral part of creative production. As part of this, the book considers how much of postproduction and remix aesthetics in art and media preceded the current rise of metacreativity in relation to artificial intelligence and machine learning, and explores contemporary questions on aesthetics. The book also provides a thorough evaluation of the creative application of systematic approaches to art and media production, and how this in effect percolates across disciplines including art, design, communication, as well as other fields in the humanities and social sciences. An essential read for students and scholars interested in understanding the increasing role of AI and machine learning in contemporary art and media, and their wider role in creative production across culture and society.
  artificial intelligence aesthetics: From Fingers to Digits Margaret A. Boden, Ernest A. Edmonds, 2019 Essays on computer art and its relation to more traditional art, by a pioneering practitioner and a philosopher of artificial intelligence. In From Fingers to Digits , a practicing artist and a philosopher examine computer art and how it has been both accepted and rejected by the mainstream art world. In a series of essays, Margaret Boden, a philosopher and expert in artificial intelligence, and Ernest Edmonds, a pioneering and internationally recognized computer artist, grapple with key questions about the aesthetics of computer art. Other modern technologies--photography and film--have been accepted by critics as ways of doing art. Does the use of computers compromise computer art's aesthetic credentials in ways that the use of cameras does not Is writing a computer program equivalent to painting with a brush Essays by Boden identify types of computer art, describe the study of creativity in AI, and explore links between computer art and traditional views in philosophical aesthetics. Essays by Edmonds offer a practitioner's perspective, considering, among other things, how the experience of creating computer art compares to that of traditional art making. Finally, the book presents interviews in which contemporary computer artists offer a wide range of comments on the issues raised in Boden's and Edmonds's essays.
  artificial intelligence aesthetics: Art in the Age of Machine Learning Sofian Audry, 2021-11-23 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.
  artificial intelligence aesthetics: Aesthetic Computing Paul A. Fishwick, 2006 The application of the theory and practice of art to computer science: how aesthetics and art can play a role in computing disciplines.
  artificial intelligence aesthetics: Beyond Artificial Intelligence Jozef Kelemen, Jan Romportl, Eva Zackova, 2012-10-20 Products of modern artificial intelligence (AI) have mostly been formed by the views, opinions and goals of the “insiders”, i.e. people usually with engineering background who are driven by the force that can be metaphorically described as the pursuit of the craft of Hephaestus. However, since the present-day technology allows for tighter and tighter mergence of the “natural” everyday human life with machines of immense complexity, the responsible reaction of the scientific community should be based on cautious reflection of what really lies beyond AI, i.e. on the frontiers where the tumultuous ever-growing and ever-changing cloud of AI touches the rest of the world. The chapters of this boo are based on the selected subset of the presentations that were delivered by their respective authors at the conference “Beyond AI: Interdisciplinary Aspects of Artificial Intelligence” held in Pilsen in December 2011. From its very definition, the reflection of the phenomena that lie beyond AI must be inherently interdisciplinary. And so is this book: all the authors took part in a mutual transdisciplinary dialogue after explaining their views on AI not only to a narrow selection of their usual close peers with the same specialisation, but to a much broader audience of various experts from AI engineering, natural sciences, humanities and philosophy. The chapters of this book thus reflect results of such a dialogue.
  artificial intelligence aesthetics: The Aesthetics and Politics of the Online Self Donatella Della Ratta, Geert Lovink, Teresa Numerico, Peter Sarram, 2022-01-01 This volume investigates our dissonant and exuberant existences online. As social media users we know we’re under surveillance, yet we continue to click, like, love and share ourselves online as if nothing was. So, how do we overcome the current online identity regime? Can we overthrow the rule of Narcissus and destroy the planetary middle class subject? In this catalogue of strategies, the reader will find stories on hacker groups, gaming platforms in the occupied territories, art objects, selfies, augmented reality, Gen Z autoethnographies, love and life. The authors of this anthology believe we cannot simply put vanity aside and a rational analysis of platform capitalism is not going to convince the youngs on TikTok nor liberate us from Zuckerbergian indentured servitude. Do we really need to wade through the subjective mud and ‘learn more’ about online aesthetics? The answer is yes. Writing by Wendy Chun, Franco Berardi “BIFO”, Julia Preisker, Katherine Behar, Rebecca Stein, Fabio Cristiano, Emilio Distretti, Natalie Bookchin, Ana Peraica, Mitra Azar, Donatella Della Ratta, Gabriella Coleman, Marco Deseriis, Alberto Micali, Daniel de Zeeuw, Giovanni Boccia Artieri, Jodi Dean.
  artificial intelligence aesthetics: Aesthetic Orthognathic Surgery and Rhinoplasty Derek M. Steinbacher, 2019-03-14 Comprehensive in scope, Aesthetic Orthognathic Surgery and Rhinoplasty presents orthognathic surgery from an aesthetic perspective, encompassing analysis, diagnosis, treatment, 3D virtual planning, and adjunctive procedures. Easily accessible clinical information presented in a concise and approachable format Well-illustrated throughout with more than 1,000 clinical photographs Includes access to a companion website with videos of surgical procedures
  artificial intelligence aesthetics: Art and Artificial Intelligence Göran Hermerén, 2024-05-02 The overriding question discussed in this Element can be stated simply as: can computers create art? This Element presents an overview of the controversies raised by various answers to this question. A major difficulty is that the technology is developing rapidly, and there are still many uncertainties and knowledge gaps as to what is possible today and in the near future. But a number of controversial issues are identified and discussed. The position taken on controversial issues will depend on assumptions made about the technology, about the nature and location of consciousness, about art and creativity. Therefore, a number of hypothetical answers are outlined, related to the assumptions made.
  artificial intelligence aesthetics: Artificial Intelligence and the Arts Penousal Machado, Juan Romero, Gary Greenfield, 2021-10-13 Emotions, creativity, aesthetics, artistic behavior, divergent thoughts, and curiosity are both fundamental to the human experience and instrumental in the development of human-centered artificial intelligence systems that can relate, communicate, and understand human motivations, desires, and needs. In this book the editors put forward two core propositions: creative artistic behavior is one of the key challenges of artificial intelligence research, and computer-assisted creativity and human-centered artificial intelligence systems are the driving forces for research in this area. The invited chapters examine computational creativity and more specifically systems that exhibit artistic behavior or can improve humans' creative and artistic abilities. The authors synthesize and reflect on current trends, identify core challenges and opportunities, and present novel contributions and applications in domains such as the visual arts, music, 3D environments, and games. The book will be valuable for researchers, creatives, and others engaged with the relationship between artificial intelligence and the arts.
  artificial intelligence aesthetics: Artificial Intelligence for Fashion Leanne Luce, 2018-12-08 Learn how Artificial Intelligence (AI) is being applied in the fashion industry. With an application focused approach, this book provides real-world examples, breaks down technical jargon for non-technical readers, and provides an educational resource for fashion professionals. The book investigates the ways in which AI is impacting every part of the fashion value chain starting with product discovery and working backwards to manufacturing. Artificial Intelligence for Fashion walks you through concepts, such as connected retail, data mining, and artificially intelligent robotics. Each chapter contains an example of how AI is being applied in the fashion industry illustrated by one major technological theme. There are no equations, algorithms, or code. The technological explanations are cumulative so you'll discover more information about the inner workings of artificial intelligence in practical stages as the book progresses. What You’ll Learn Gain a basic understanding of AI and how it is used in fashion Understand key terminology and concepts in AI Review the new competitive landscape of the fashion industry Conceptualize and develop new ways to apply AI within the workplace Who This Book Is For Fashion industry professionals from designers, managers, department heads, and executives can use this book to learn about how AI is impacting roles in every department and profession.
  artificial intelligence aesthetics: The Art of Artificial Evolution Juan J. Romero, 2008 Art is the Queen of all sciences communicating knowledge to all the generations of the world. Leonardo da Vinci Artistic behavior is one of the most valued qualities of the human mind. Although artistic manifestations vary from culture to culture, dedication to artistic tasks is common to all. In other words, artistic behavior is a universal trait of the human species. The current, Western de?nition of art is relatively new. However, a d- ication to artistic endeavors — such as the embellishment of tools, body - namentation, or gathering of unusual, arguably aesthetic, objects — can be traced back to the origins of humanity. That is, art is ever-present in human history and prehistory. Artandsciencesharealongandenduringrelationship.Thebest-known- ample of the explorationof this relationship is probably the work of Leonardo da Vinci. Somewhere in the 19th century art and science grew apart, but the cross-transfer of concepts between the two domains continued to exist. Currently, albeit the need for specialization, there is a growing interest in the exploration of the connections between art and science. Focusingoncomputerscience,itisinterestingtonoticethatearlypioneers of this discipline such as Ada Byron and Alan Turing showed an interest in using computational devices for art-making purposes. Oddly, in spite of this early interest and the ubiquity of art, it has received relatively little attention fromthe computersciencecommunityingeneral,and,moresurprisingly,from the arti?cial intelligence community.
  artificial intelligence aesthetics: Artificial Intelligence in Society OECD, 2019-06-11 The artificial intelligence (AI) landscape has evolved significantly from 1950 when Alan Turing first posed the question of whether machines can think. Today, AI is transforming societies and economies. It promises to generate productivity gains, improve well-being and help address global challenges, such as climate change, resource scarcity and health crises.
  artificial intelligence aesthetics: Facial Aesthetics Farhad B. Naini, 2011-01-14 Facial Aesthetics: Concepts and Clinical Diagnosis is a unique new illustrated resource for facial aesthetic surgery and dentistry, providing the comprehensive clinical textbook on the art and science of facial aesthetics for clinicians involved in the management of facial deformities, including orthodontists, oral and maxillofacial surgeons, plastic and reconstructive surgeons and aesthetic dentists. It aims to provide readers with a comprehensive examination of facial aesthetics in the context of dentofacial and craniofacial diagnosis and treatment planning. This aim is achieved through coupling meticulous research and practical clinical advice with beautifully drawn supporting illustrations and diagrams. Structured over 24 logically arranged and easy-to-follow chapters, Part I of Facial Aesthetics covers the historical evidence for facial aesthetic canons and concepts in depth. It incorporates all aspects relevant to the work of the clinician, including the philosophical and scientific theories of facial beauty, facial attractiveness research, facial expression and the psychosocial ramifications of facial deformities. Part II of the book then goes on to examine clinical evaluation and diagnosis in considerable detail under four sections, from the initial consultation interview and acquisition of diagnostic records (section 1), complete clinical examination and analysis of the craniofacial complex (section 2), in depth analysis of each individual facial region using a top-down approach (section 3) and finally focussing on smile and dentogingival aesthetic evaluation (section 4). An in-depth, thoughtful, practical and absorbing reference, Facial Aesthetics will find an enthusiastic reception among facial aesthetic surgeons and aesthetic dentists with an interest in refining their understanding and appreciation of the human face and applying practical protocols to their clinical diagnosis and treatment planning. Key features: Examines facial aesthetics in a clinical context Promotes an interdisciplinary approach to facial aesthetic analysis Detailed description of the systematic clinical evaluation of the facial soft tissues and craniodentoskeletal complex Detailed, step-by-step aesthetic analysis of each facial region In-depth analysis of 2D and 3D clinical diagnostic records Evidence-based approach, from antiquity to contemporary scientific evidence, to the guidelines employed in planning the correction of facial deformities Treatment planning from first principles highlighted Clinical notes are highlighted throughout Clearly organized and practical format Highly illustrated in full colour throughout
  artificial intelligence aesthetics: AI Aesthetics Lev Manovich, 2018
  artificial intelligence aesthetics: The Oxford Handbook of Aesthetics Jerrold Levinson, 2005-01-27 'The Oxford Handbook of Aesthetics' has assembled 48 brand-new essays, making this a comprehensive guide available to the theory, application, history, and future of the field.
  artificial intelligence aesthetics: Art and Aesthetics After Adorno J. M. Bernstein, Claudia Brodsky, Anthony J. Cascardi, Ales Erjavec, Thierry de Duve, Robert Kaufman, Fred Rush, 2012-04 Theodor Adorno's Aesthetic Theory (1970) offers one of the most powerful and comprehensive critiques of art and of the discipline of aesthetics ever written. The work offers a deeply critical engagement with the history and philosophy of aesthetics and with the traditions of European art through the middle of the 20th century. It is coupled with ambitious claims about what aesthetic theory ought to be. But the cultural horizon of Adorno's Aesthetic Theory was the world of high modernism, and much has happened since then both in theory and in practice. Adorno's powerful vision of aesthetics calls for reconsideration in this light. Must his work be defended, updated, resisted, or simply left behind? This volume gathers new essays by leading philosophers, critics, and theorists writing in the wake of Adorno in order to address these questions. They hold in common a deep respect for the power of Adorno's aesthetic critique and a concern for the future of aesthetic theory in response to recent developments in aesthetics and its contexts.
  artificial intelligence aesthetics: A Return to Aesthetics Jonathan Loesberg, 2005 A Return to Aesthetics confronts postmodernism's rejection of aesthetics by showing that this critique rests on central concepts of classical aesthetic theory, namely autonomous form, disinterest, and symbolic discourse. The author argues for the value of these concepts by recovering them through a historical reinterpretation of their meaning prior to their distortion by twentieth-century formalism. Loesberg then applies these concepts to a discussion of two of the most significant critics of the ideology of Enlightenment, Foucault and Bourdieu. He argues that understanding the role of aesthetics in the postmodern critique of Enlightenment will get us out of the intellectual impasse wherein numbingly repeated attacks upon postmodernism as self-contradictory match numbingly repeated defenses. Construing postmodern critiques as examples of aesthetic reseeing gives us a new understanding of the postmodern critique of the Enlightenment.
  artificial intelligence aesthetics: AI for Arts Niklas Hageback, Daniel Hedblom, 2021-08-24 AI for Arts is a book for anyone fascinated by the man–machine connection, an unstoppable evolution that is intertwining us with technology in an ever-greater degree, and where there is an increasing concern that it will be technology that comes out on top. Thus, presented here through perhaps its most esoteric form, namely art, this unfolding conundrum is brought to its apex. What is left of us humans if artificial intelligence also surpasses us when it comes to art? The articulation of an artificial intelligence art manifesto is long overdue, so hopefully this book can fill a gap that will have repercussions not only for aesthetic and philosophical considerations but possibly more so for the development of artificial intelligence.
  artificial intelligence aesthetics: Cross-Cultural Design. Applications in Arts, Learning, Well-being, and Social Development Pei-Luen Patrick Rau, 2021-07-03 The three-volume set LNCS 12771-12773 constitutes the refereed proceedings of the 13th International Conference on Cross-Cultural Design, CCD 2021, which was held as part of HCI International 2021 and took place virtually during July 24-29, 2021. The total of 1276 papers and 241 posters included in the 39 HCII 2021 proceedings volumes was carefully reviewed and selected from 5222 submissions. The papers included in the HCII-CCD volume set were organized in topical sections as follows: Part I: Cross-cultural experience design; cross-cultural product design; cultural differences and cross-cultural communication; Part II: Culture, arts and creativity; culture, learning and well-being; social change and social development; Part III: CCD in cultural heritage and tourism; CCD in autonomous vehicles and driving; CCD in virtual agents, robots and intelligent assistants.
  artificial intelligence aesthetics: Info-Aesthetics Lev Manovich, 2010 This book is available as open access through the Bloomsbury Open Access programme and is available on www.bloomsburycollections.com. Does new media represent a 'new avant-garde' of information? How can an information society be represented iconically if the activities that define it are all so dynamic? What are the cultural consequences of extending the internet into the physical world? In proposing software as modernity's new societal force, this book seeks to reclassify software as today's revitalized combustion engine, underpinning the logic of contemporary culture. Manovich investigates the ways in which the shift from an industrial to information society has resulted in new aesthetic sensibilities and representations. He describes software as the internal combustion engine of the information society, arguing that it is in software that the new cultural logic manifests itself most clearly. This is a cutting-edge and systematic examination of contemporary culture by the creator of the field of software studies.
  artificial intelligence aesthetics: Advanced Methodologies and Technologies in Artificial Intelligence, Computer Simulation, and Human-Computer Interaction Khosrow-Pour, D.B.A., Mehdi, 2018-09-28 As modern technologies continue to develop and evolve, the ability of users to adapt with new systems becomes a paramount concern. Research into new ways for humans to make use of advanced computers and other such technologies through artificial intelligence and computer simulation is necessary to fully realize the potential of tools in the 21st century. Advanced Methodologies and Technologies in Artificial Intelligence, Computer Simulation, and Human-Computer Interaction provides emerging research in advanced trends in robotics, AI, simulation, and human-computer interaction. Readers will learn about the positive applications of artificial intelligence and human-computer interaction in various disciples such as business and medicine. This book is a valuable resource for IT professionals, researchers, computer scientists, and researchers invested in assistive technologies, artificial intelligence, robotics, and computer simulation.
  artificial intelligence aesthetics: From Fingers to Digits Margaret A. Boden, Ernest A. Edmonds, 2019-07-16 Essays on computer art and its relation to more traditional art, by a pioneering practitioner and a philosopher of artificial intelligence. In From Fingers to Digits, a practicing artist and a philosopher examine computer art and how it has been both accepted and rejected by the mainstream art world. In a series of essays, Margaret Boden, a philosopher and expert in artificial intelligence, and Ernest Edmonds, a pioneering and internationally recognized computer artist, grapple with key questions about the aesthetics of computer art. Other modern technologies—photography and film—have been accepted by critics as ways of doing art. Does the use of computers compromise computer art's aesthetic credentials in ways that the use of cameras does not? Is writing a computer program equivalent to painting with a brush? Essays by Boden identify types of computer art, describe the study of creativity in AI, and explore links between computer art and traditional views in philosophical aesthetics. Essays by Edmonds offer a practitioner's perspective, considering, among other things, how the experience of creating computer art compares to that of traditional art making. Finally, the book presents interviews in which contemporary computer artists offer a wide range of comments on the issues raised in Boden's and Edmonds's essays.
  artificial intelligence aesthetics: Artificial Intelligence and Human Perception Emma Lupano, Paolo Orrù, 2025-05-28
  artificial intelligence aesthetics: Artificial Intelligence Applications and Innovations Ilias Maglogiannis, Lazaros Iliadis, Elias Pimenidis, 2020-05-29 This 2 volume-set of IFIP AICT 583 and 584 constitutes the refereed proceedings of the 16th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2020, held in Neos Marmaras, Greece, in June 2020. The 70 full papers and 5 short papers presented were carefully reviewed and selected from 149 submissions. They cover a broad range of topics related to technical, legal, and ethical aspects of artificial intelligence systems and their applications and are organized in the following sections: Part I: classification; clustering - unsupervised learning -analytics; image processing; learning algorithms; neural network modeling; object tracking - object detection systems; ontologies - AI; and sentiment analysis - recommender systems. Part II: AI ethics - law; AI constraints; deep learning - LSTM; fuzzy algebra - fuzzy systems; machine learning; medical - health systems; and natural language. The conference was held virtually due to the COVID-19 pandemic.
  artificial intelligence aesthetics: The Language of New Media Lev Manovich, 2002-02-22 A stimulating, eclectic accountof new media that finds its origins in old media, particularly the cinema. In this book Lev Manovich offers the first systematic and rigorous theory of new media. He places new media within the histories of visual and media cultures of the last few centuries. He discusses new media's reliance on conventions of old media, such as the rectangular frame and mobile camera, and shows how new media works create the illusion of reality, address the viewer, and represent space. He also analyzes categories and forms unique to new media, such as interface and database. Manovich uses concepts from film theory, art history, literary theory, and computer science and also develops new theoretical constructs, such as cultural interface, spatial montage, and cinegratography. The theory and history of cinema play a particularly important role in the book. Among other topics, Manovich discusses parallels between the histories of cinema and of new media, digital cinema, screen and montage in cinema and in new media, and historical ties between avant-garde film and new media.
  artificial intelligence aesthetics: Aesthetics of digital poetry Friedrich W. Block, Christiane Heibach, Karin Wenz, 2004 Edited by Christiane Heibach and Karin Wenz. Essays by Mark Amerika, Giselle Beiguelman, Friedrich W. Block, Mark Bernstein, Nika Bertram, Simon Biggs, Philippe Bootz, John Cayley, Florian Cramer, Eduardo Kac, Bill Seaman, et al.
  artificial intelligence aesthetics: Aesthetic Clinic Marketing in the Digital Age Wendy Lewis, 2017-12-14 Social media provides a new way for aesthetic practitioners to connect with consumers and to differentiate their clinics. However, to most clinic managers and practitioners, digital media represents a sea of confusion that they cannot even begin to know how to navigate. With over 20 years of experience in medical aesthetics, Lewis offers a unique understanding of the challenges clinics face every day to market their products and services ethically, manage patients and stay profitable. This text serves as an expert user's guide written specifically for healthcare professionals in need of an in-depth introduction and comprehensive actionable program for digital marketing, social media, and aesthetic clinic management. It is a must-read for practitioners.
  artificial intelligence aesthetics: Artificial Intelligence – Intelligent Art? Robin Markus Auer, Dietmar Elflein, Sebastian Kunas, Jan Röhnert, Christoph Seelinger, Eckart Voigts, 2024-05-06 As algorithmic data processing increasingly pervades everyday life, it is also making its way into the worlds of art, literature and music. In doing so, it shifts notions of creativity and evokes non-anthropocentric perspectives on artistic practice. This volume brings together contributions from the fields of cultural studies, literary studies, musicology and sound studies as well as media studies, sociology of technology, and beyond, presenting a truly interdisciplinary, state-of-the-art picture of the transformation of creative practice brought about by various forms of AI.
  artificial intelligence aesthetics: Aesthetics Bence Nanay, 2019 Bence Nanay introduces aesthetics, a branch of philosophy that explores the nature of art, beauty, and taste. Looking beyond traditional artistic experiences, he defends the topic from accusations of elitism, and shows how more everyday experiences such as the pleasure in a soft fabric or falling leaves can become the subject of aesthetics.
  artificial intelligence aesthetics: The Art of Artificial Intelligence Alice Barale, 2024-10-22 What is artificial intelligence to us today? This book tackles this question from a somewhat unique perspective, that of art. The starting hypothesis is that art can provide an example of how we can engage with artificial intelligence without being subjugated by it. The Art of Artificial Intelligence: Philosophical Keywords guides the reader through a theoretical journey that begins, each time, with a particular work of art: visual artworks, but also literary texts and theatrical performances. Each chapter is anchored by a philosophical keyword: work, author, time, memory, human. What meanings do these words take on in light of these new practices? The book is aimed at a broad audience, including anyone who feels the need to reflect on these new questions. It will also be an essential resource for students and university faculty in various disciplines, from philosophy to media studies, from art history to visual culture.
  artificial intelligence aesthetics: Artificial Intelligence, Co-Creation and Creativity Francisco Tigre Moura, 2024-08-01 Artificial intelligence (AI) has deeply impacted our understanding of creativity and the human ability to generate creative outputs. New applications for creative tasks are rapidly evolving, and new tools are constantly being developed with much greater optimal capabilities. Importantly, the success of implementing such tools for creative tasks is still heavily dependent on human supervision and input. Therefore, it is vital to understand and critically reflect on the nature of co-creative processes between humans and AI. This book addresses such issues and provides insights into how humans can augment their capabilities for generating creative and innovative outputs by successfully co-creating with AI. The book is intentionally divided into three main parts to allow for a comprehensive and holistic perspective on human and AI co-creation for creative tasks. The sections are divided as follows: Part 1: “Principles of AI and Creativity”, Part 2: “Critical Issues on Artificial Co-Creation”, and Part 3: “Industry-Specific Discussions”. Consequently, the book provides a holistic insight on the topic, covering various issues and perspectives and enabling an accessible read to a broad audience. For example, chapters cover examples across different industry sectors, including music, arts, science, and management. Furthermore, the book covers critical questions involving copyrights, ethical concerns, relationship with algorithms, and context-based issues. Only by critically reflecting on the intrinsic issues of AI and learning how to work with it effectively for creative purposes will we be able to benefit from its full potential to augment human creative abilities in an appropriate manner. This novel, edited collection is an essential read for scholars working on the intersection of AI, creativity, arts, and management.
  artificial intelligence aesthetics: Artificial Intelligence, Social Computing and Wearable Technologies Waldemar Karwowski and Tareq Ahram, 2023-12-04 Proceedings of the AHFE International Conference on Human Factors in Design, Engineering, and Computing (AHFE 2023 Hawaii Edition), Honolulu, Hawaii, USA 4-6, December 2023
  artificial intelligence aesthetics: Aesthetic Science Arthur P. Shimamura, Stephen E. Palmer, 2012-01-02 What do we do when we view a work of art? What does it mean to have an 'aesthetic' experience? Are such experiences purely in the eye of the beholder? This book addresses the nature of aesthetic experience from the perspectives of philosophy psychology and neuroscience.
  artificial intelligence aesthetics: Deep Learning for Coders with fastai and PyTorch Jeremy Howard, Sylvain Gugger, 2020-06-29 Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with Python can achieve impressive results in deep learning with little math background, small amounts of data, and minimal code. How? With fastai, the first library to provide a consistent interface to the most frequently used deep learning applications. Authors Jeremy Howard and Sylvain Gugger, the creators of fastai, show you how to train a model on a wide range of tasks using fastai and PyTorch. You’ll also dive progressively further into deep learning theory to gain a complete understanding of the algorithms behind the scenes. Train models in computer vision, natural language processing, tabular data, and collaborative filtering Learn the latest deep learning techniques that matter most in practice Improve accuracy, speed, and reliability by understanding how deep learning models work Discover how to turn your models into web applications Implement deep learning algorithms from scratch Consider the ethical implications of your work Gain insight from the foreword by PyTorch cofounder, Soumith Chintala
  artificial intelligence aesthetics: The Art of Readable Code Dustin Boswell, Trevor Foucher, 2011-11-03 As programmers, we’ve all seen source code that’s so ugly and buggy it makes our brain ache. Over the past five years, authors Dustin Boswell and Trevor Foucher have analyzed hundreds of examples of bad code (much of it their own) to determine why they’re bad and how they could be improved. Their conclusion? You need to write code that minimizes the time it would take someone else to understand it—even if that someone else is you. This book focuses on basic principles and practical techniques you can apply every time you write code. Using easy-to-digest code examples from different languages, each chapter dives into a different aspect of coding, and demonstrates how you can make your code easy to understand. Simplify naming, commenting, and formatting with tips that apply to every line of code Refine your program’s loops, logic, and variables to reduce complexity and confusion Attack problems at the function level, such as reorganizing blocks of code to do one task at a time Write effective test code that is thorough and concise—as well as readable Being aware of how the code you create affects those who look at it later is an important part of developing software. The authors did a great job in taking you through the different aspects of this challenge, explaining the details with instructive examples. —Michael Hunger, passionate Software Developer
  artificial intelligence aesthetics: The Artist in the Machine Arthur I. Miller, 2019-10-01 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.
  artificial intelligence aesthetics: The Routledge Companion to Digital Humanities and Art History Kathryn Brown, 2020-04-15 The Routledge Companion to Digital Humanities and Art History offers a broad survey of cutting-edge intersections between digital technologies and the study of art history, museum practices, and cultural heritage. The volume focuses not only on new computational tools that have been developed for the study of artworks and their histories but also debates the disciplinary opportunities and challenges that have emerged in response to the use of digital resources and methodologies. Chapters cover a wide range of technical and conceptual themes that define the current state of the field and outline strategies for future development. This book offers a timely perspective on trans-disciplinary developments that are reshaping art historical research, conservation, and teaching. This book will be of interest to scholars in art history, historical theory, method and historiography, and research methods in education.
  artificial intelligence aesthetics: Aesthetics and Its Discontents Jacques Rancière, 2009-08-24 Only yesterday aesthetics stood accused of concealing cultural games of social distinction. Now it is considered a parasitic discourse from which artistic practices must be freed. But aesthetics is not a discourse. It is an historical regime of the identification of art. This regime is paradoxical, because it founds the autonomy of art only at the price of suppressing the boundaries separating its practices and its objects from those of everyday life and of making free aesthetic play into the promise of a new revolution. Aesthetics is not a politics by accident but in essence. But this politics operates in the unresolved tension between two opposed forms of politics: the first consists in transforming art into forms of collective life, the second in preserving from all forms of militant or commercial compromise the autonomy that makes it a promise of emancipation. This constitutive tension sheds light on the paradoxes and transformations of critical art. It also makes it possible to understand why today's calls to free art from aesthetics are misguided and lead to a smothering of both aesthetics and politics in ethics.