Autonomy, Authenticity, Authorship and Intention in computer generated art

This paper examines five key questions surrounding computer generated art. Driven by the recent public auction of a work of “AI Art” we selectively summarise many decades of research and commentary around topics of autonomy, authenticity, authorship and intention in computer generated art, and use this research to answer contemporary questions often asked about art made by computers that concern these topics. We additionally reflect on whether current techniques in deep learning and Generative Adversarial Networks significantly change the answers provided by many decades of prior research.

[1]  Louis I. Kahn,et al.  On the Future of Art , 1970 .

[2]  Margaret A. Boden,et al.  Creativity and Art: Three Roads to Surprise , 2010 .

[3]  Jasia Reichardt,et al.  The computer in art , 1971 .

[4]  Ryan Abbott,et al.  Artificial Intelligence, Big Data and Intellectual Property: Protecting Computer-Generated Works in the United Kingdom , 2017 .

[5]  Arne Eigenfeldt,et al.  Flexible Generation of Musical Form: Beyond Mere Generation , 2016, ICCC.

[6]  A. O'hear Art and Technology: An Old Tension , 1995, Royal Institute of Philosophy Supplement.

[7]  Harold Cohen The further exploits of Aaron, painter , 1995 .

[8]  Oliver Bown,et al.  Ten Questions Concerning Generative Computer Art , 2014, Leonardo.

[9]  Peter M. Todd,et al.  Frankensteinian methods for evolutionary music composition , 1999 .

[10]  A. Martinich Leviathan , 2005, A Jewish Bestiary.

[11]  Sarah Thornton,et al.  Seven Days in the Art World , 2008 .

[12]  Thaddeus Beier,et al.  Feature-based image metamorphosis , 1998 .

[13]  C. H. Dodson,et al.  Natural Pollination of Orchids , 1961 .

[14]  Kiyoshi Tanaka,et al.  ArtGAN: Artwork synthesis with conditional categorical GANs , 2017, 2017 IEEE International Conference on Image Processing (ICIP).

[15]  Louis Vaczek,et al.  Artist and Computer , 1977 .

[16]  Andy J. Keane The design of a satellite boom with enhanced vibration performance using genetic algorithm techniques , 1996 .

[17]  R. Malina Aaron’s Code: Meta-Art, Artificial Intelligence and the Work of Harold Cohen by Pamela McCorduck (review) , 2017 .

[18]  Soumith Chintala,et al.  Unsupervised Representation Learning with Deep Convolutional Generative Adversarial Networks , 2015, ICLR.

[19]  Jon McCormack,et al.  Aesthetics, Art, Evolution , 2013, EvoMUSART.

[20]  Ahmed M. Elgammal,et al.  CAN: Creative Adversarial Networks, Generating "Art" by Learning About Styles and Deviating from Style Norms , 2017, ICCC.

[21]  Sonia Sheridan Generative Systems Versus Copy Art: A Clarification of Terms and Ideas , 1983 .

[22]  Jon McCormack,et al.  Heroic versus Collaborative AI for the Arts , 2015, IJCAI.

[23]  Andrew Lippman,et al.  Artists interfacing with technology: Basic concepts of digital creation , 1983, SIGGRAPH.

[24]  J. Mccormack,et al.  Heroic vs Collaborative AI for the Arts , 2015 .

[25]  Ling-Yu Duan,et al.  ChipGAN: A Generative Adversarial Network for Chinese Ink Wash Painting Style Transfer , 2018, ACM Multimedia.

[26]  羽生 正気 Norman Potter : What is a designer education and practice Studio-Vista, London, 1969. (Van Nostrand Reinhold Company, New York) , 1974 .

[27]  D. Dennett The Intentional Stance. , 1987 .

[28]  Andrew L. Russell,et al.  Sketch of the Analytical Engine invented by Charles Babbage, Esq. , 2015 .

[29]  Subbarao Kambhampati,et al.  Tweeting AI: Perceptions of Lay versus Expert Twitterati , 2018, ICWSM.

[30]  Yoshua Bengio,et al.  Generative Adversarial Nets , 2014, NIPS.

[31]  M. J. Waxman,et al.  Book review: Aaron's Code: Meta-Art, Artificial Intelligence, and the Work of Harold Cohen By Pamela McCorduck (Freeman New York, 1990) , 1992, SGAR.

[32]  Douglas Davis,et al.  Art and the Future , 1974 .

[33]  Jon McCormack,et al.  Working with Generative Systems: An Artistic Perspective , 2017, EVA.

[34]  J. Dewey Art as Experience , 1934 .

[35]  Peter Jaszi,et al.  Toward a Theory of Copyright: The Metamorphoses of “Authorship” , 1991 .

[36]  Hang Zhang,et al.  Multi-style Generative Network for Real-time Transfer , 2017, ECCV Workshops.

[37]  Jon McCormack,et al.  Creative Agency: A Clearer Goal for Artificial Life in the Arts , 2009, ECAL.