CumInCAD is a Cumulative Index about publications in Computer Aided Architectural Design
supported by the sibling associations ACADIA, CAADRIA, eCAADe, SIGraDi, ASCAAD and CAAD futures

PDF papers
References
id acadia19_298
authors Leach, Neil
year 2019
title Do Robots Dream of Digital Sleep?
doi https://doi.org/10.52842/conf.acadia.2019.298
source ACADIA 19:UBIQUITY AND AUTONOMY [Proceedings of the 39th Annual Conference of the Association for Computer Aided Design in Architecture (ACADIA) ISBN 978-0-578-59179-7] (The University of Texas at Austin School of Architecture, Austin, Texas 21-26 October, 2019) pp. 298-309
summary AI is playing an increasingly important role in everyday life. But can AI actually design? This paper takes its point of departure from Philip K Dick’s novel, Do Androids Dream of Electric Sheep? and refers to Google’s DeepDream software, and other AI techniques such as GANs, Progressive GANs, CANs and StyleGAN, that can generate increasingly convincing images, a process often described as ‘dreaming’. It notes that although generative AI does not possess consciousness, and therefore cannot literally dream, it can still be a powerful design tool that becomes a prosthetic extension to the human imagination. Although the use of GANs and other deep learning AI tools is still in its infancy, we are at the dawn of an exciting – but also potentially terrifying – new era for architectural design. Most importantly, the paper concludes, the development of AI is also helping us to understand human intelligence and 'creativity'.
series ACADIA
type normal paper
email
full text file.pdf (7,641,489 bytes)
references Content-type: text/plain
Details Citation Select
100%; open Boden, Margaret. (1999) Find in CUMINCAD Creativity and Artificial Intelligence , Artificial Intelligence, 103 (I 998) 347-356

100%; open Boden, Margaret. (2009) Find in CUMINCAD Computer Models of Creativity , Association for the Advancement of Artificial Intelligence. 103 (I998) 347-356

100%; open Del Campo, Matias; Manniger, Sandra; Carlson, Alexa. (2019) Find in CUMINCAD Imaginary Plans: The Potential of 2D to 2D Style Transfer in Planning Processes.’ , Acadia

100%; open Freud, Sigmund. (2010) Find in CUMINCAD The Interpretation of Dreams , Trans. Strachey, James. New York: Basic Books

100%; open Goodfellow, Ian; Pouget-Abadie, Jean; Mirza, Mehdi; Xu, Bing; Warde-Farley, David; Ozair, Sherjil; Courville, Aaron; Bengio, Yoshua (2014) Find in CUMINCAD Generative Adversarial Networks , Proceedings of the International Conference on Neural Information Processing Systems (NIPS 2014). pp. 2672–2680

100%; open Harari, Yuval Noah. (2017) Find in CUMINCAD Homo Deus: A Brief History of Tomorrow , NY: HarperCollins

100%; open Hassabis, Demis; Hui, Fan. (2019) Find in CUMINCAD AlphaGo: Moving Beyond the Rules , Wood, Chloe; Livingston, Suzanne; Uchida, Maholo (eds.), AI: More Than Human. London: Barbican International Enterprises. Pp. 174-179

100%; open Horev, Rani. (2018) Find in CUMINCAD Explained: A Style Based Generator Architecture for GANs – Generating and Tuning Realistic Artificial Faces.’ , Towards Data Science, 30 December 2018. https:// towardsdatascience.com/explained-a-style-based-generator-architecture- for-gans-generating-and-tuning-realistic-6cb2be0f431

100%; open Ishiguro, Hiroshi (in conversation with Uchida, Maholo). (2019) Find in CUMINCAD A Reflection of Ourselves: Robots and the Journey Towards Understanding Human Intelligence , Wood, Chloe; Livingston, Suzanne; Uchida, Maholo (eds.), AI: More Than Human. London: Barbican International Enterprises. Pp. 174-179

100%; open Ito, Joichi. (2017) Find in CUMINCAD Resisting Reduction: A Manifesto , Journal of Design and Science: MIT Media Lab, November 01, 2017. Accessed 1 May, 2018. https://jods.mitpress.mit.edu/pub/ resisting-reduction

100%; open Jhingran, Anant. (2016) Find in CUMINCAD Obsessing about AI is the Wrong Way to Think about the Future , Wired, January 22, 2016. https://www. wired.com/2016/01/ forget-ai-the-human-friendly-future-of- computing-is-already-here

100%; open Karras, Tero; Aila, Timo; Laine, Samuli; Lehtinen, Jaakko. (2017) Find in CUMINCAD Progressive Growing of GANs for Improved Quality, Stability, and Variation , arxiv.org/abs/1710.10196

100%; open King, Rochelle; Churchill, Elizabeth; Tan, Caitlin. (2017) Find in CUMINCAD Designing with Data , Sebastopol, CA: O’Reilly

100%; open Kurzweil, Ray. (2012) Find in CUMINCAD How to Create a Mind: The Secret of Human Thought Revealed, , NY: Penguin

100%; open Leach, Neil. (1999) Find in CUMINCAD Millennium Culture , London: Ellipsis

100%; open Leach, Neil. (2018) Find in CUMINCAD We Have Never Been Digital , Phillip Anzalone, Marcella del Signore, Andrew Wit (eds.), ACADIA 2018: Recalibration: On Imprecision and Infidelity, Proceedings of the 38th Annual Conference of the Association for Computer Aided Design Architecture, Universidad Iberoamericana, Mexico

100%; open Leach, Neil. (2019) Find in CUMINCAD The Second Copernican Revolution , New Geographies 11: Extraterrestrial. Edited by Jeffrey S Nesbit and Guy Trangos. Cambridge, MA and Barcelona: Harvard Graduate School of Design and Actar Publishers

100%; open Nayak, Mishak. (2018) Find in CUMINCAD Deep Convolutional Generative Adversarial Networks (DCGANs) , Data Driven Investor. https://medium.com/ datadriveninvestor/deep-convolutional-generative-adversarial- networks-dcgans-3176238b5a3d

100%; open Roxborough, Scott. (2018) Find in CUMINCAD Rutger Hauer on 'Blade Runner 2049' and Why Films Today "Lack Balls"’ Hollywood Reporter , hollywoodreporter.com/heat-vision/rutger-hauer-blade-runner-2049-why-films-today-lackballs-1085827

100%; open Sacks, Oliver. (2012) Find in CUMINCAD Hallucinations , New York: Knopf/Picador

last changed 2022/06/07 07:52
pick and add to favorite papersHOMELOGIN (you are user _anon_42902 from group guest) CUMINCAD Papers Powered by SciX Open Publishing Services 1.002