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More results from a latent walk through a dataset of Piranesi's etchings of the "Carceri" #artificialintelligence #architecture #design #agency #authorship #MachineLearning #neuralnetworks #posthuman #postdigital #machinehallucination #artificial_intelligence #machinevision #styletransfer #neuralarchitecture #archdaily #spanarch #archinect #archilovers (at Ann Arbor, Michigan) https://www.instagram.com/p/CTkvqHtLvun/?utm_medium=tumblr

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Today I'm going to talk about Urban Planning and Artifcial Intelligence. Especially about Data Bias and how sloppy labeling can affect design goals massively. This is for a get together called "Cidade Habitação e Participação - politicas publicas para construir uma cidade justa para o seculo XXI" organized by the "Laboratório de Habitación Basica" Please join us on zoom starting 4pm EST: https://us02web.zoom.us/j/84134631331 pw: city #artificialintelligence #architecture #design #agency #authorship #MachineLearning #neuralnetworks #posthuman #postdigital #school #neuralarchitecture #archdaily #spanarch #archinect #archilovers #ConvolutionalNeuralNetworks #3DgraphCNN #settlement #architecture_theory #ML #AI (at Ann Arbor, Michigan) https://www.instagram.com/p/CJJ4FyssSQj/?igshid=nv85cv807sg7

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We had a lot of fun doing this project last Summer. The 24 Highschool in Shenzhen, China. A school for 3000 Students. The educational system of the 21st century is facing a series of challenges that range from continuously transforming demographics, to new concepts of education -from self-organized learning to adaptive learning algorithms to health concerns- in our contemporary age. The main aim of this project is to provide a flexible platform based on the program provided by the competition office. In contrast to schools in the 20th century, this design strives to operate rather like a village than a megastructure. The ambition behind the Learning Village approach is to emphasize the communal aspects of the learning experience instead of the uniformity of large-scale school buildings. The approach takes cues from the historic lineages present in Eastern as well as Western structures about hill settlements, that gain advantages through its human scale, walkability, and healthy variation in the structure. The picturesque qualities of hill settlements are translated in this project using a process based on Artificial intelligence, more precisely, language of poetry is utilized (literally, not metaphorically) as the basis for design on the site. The programmatic needs expressed in the competition brief provide the foundations to understand the massing on the site, which is in return subdivided into chunks and pieces by the ATTNGAN. This Architecture was literally spoken into existence. Technological Incantations. #artificialintelligence #architecture #design #agency #authorship #MachineLearning #neuralnetworks #posthuman #postdigital #school #neuralarchitecture #archdaily #spanarch #archinect #archilovers #ConvolutionalNeuralNetworks #3DgraphCNN #settlement #architecture_theory #ML #AI (at Shenzhen China) https://www.instagram.com/p/CIcICcqsu9Y/?igshid=qf32n271k4g8

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In the series Urban Fictions: Deples - SPAN 2020....When Detroit meets Naples and they have a lovechild....imagine this city somewhere along the west coast of Italy. #machinehallucinations #neuralarchitecture #neuralstyletransfer #architecture #spanarch #artificialintelligence #design #posthuman #postdigital #archdaily #neuralstyle #suckerpunchdaily #ai #deeplearning #machinelearning (at Ann Arbor, Michigan) https://www.instagram.com/p/CITs9f3skHY/?igshid=1bz8o1x1dq6wj

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In the "Urban Fictions" Series: Rude Landscapes - SPAN 2020. At the last ACADIA conference I presented two of our papers on Architecture and Artificial Intelligence - '3D Graph Convolutional Neural Networks in Architecture Design' and 'How Machines Learn to Plan'. One was presented in the session "Design Cultures, Representation, and Aesthetics". Session Chair Mara Marcu, described the presented work in the session as "Rude" in the most positive sense of the word. Now, some time after the conference, and with some time to ponder the term, I can sympathize with the term. In the sense that it evokes aspects of estrangement and defamiliarization that an aesthetic driven by Neural Networks produces. The estrangement of the foreground. A 'Weird Realism' or a 'Strange Assemblage' (assemblage of code, rather than matter) Do me a favor, and enjoy the Rude Landscapes on a larger screen, or zoom in if you are on a smartphone - then you can dive into the fissures, cracks, orifices, strange dolines and violently rude coloration of the Rude Landscapes. #machinehallucinations #neuralarchitecture #neuralstyletransfer #spanarch #neuralstyle #architecture #landscape #artificialintelligence #AI #design #rudelandscapes #archdaily #archinect #archilovers #suckerpunchdaily #pattern (at Ann Arbor, Michigan) https://www.instagram.com/p/CIJCbvyM-Nh/?igshid=9xaugh103j30

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Today 3pm to 5pm (GMT+1): Final review of our course "Imaginary Cities" at IAAC, Barcelona: This course interrogates the use of Artificial Intelligence as a highly informed methodology for urban design. More specifically it relies on the use of 2D to 2D Style-transfer based on Neural Networks to explore data driven designs that combine aspects of expediency and performance with aspects of urban culture, form and sensibility. Review Guests: Areti Markopoulou, Mathilde Marengo, Aldo Sollazzo, Eduardo Rico and Philippe Morel. It was a great pleasure to work with this amazing group of students on this new frontier of urban design methodologies. Please join the livestream of the review on IAAC's Facebook Page: https://www.facebook.com/IAACbcn #spanarch #IAAC #architecture #urbandesign #artificialintelligence #NeuralNetworks #machinelearning #machinehallucinations #AI #deeplearning #neuralarchitecture #design #neuralstyle #neuralstyletransfer #archdaily #archinect #archilovers (at Barcelona, Spain) https://www.instagram.com/p/CIGBy7SsMNT/?igshid=x5f40u3sfdpi

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Saturday Rewind: Austrian Pavillion Shanghai EXPO 2010 by SPAN & Zeytinoglu. #expo #shanghai #2010 #topology #buildinginformationmodeling #digitalfabrication #architecture #design #archdaily #archinect #designboom #suckerpunchdaily #boingboing #continuity #singlesurface #spanarch (at Shanghai, China) https://www.instagram.com/p/CH3c8IWMojh/?igshid=1ho4w0zjdyzaj

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From the series "Urban Fictions" a variation on the city of Detroit. SPAN 2020 Zoom in! #artificialintelligence #MachineLearning #neuralnetworks #posthuman #postdigital #urbandesign #styletransfer #machinehallucinations #spanarch #detroit #design #estrangement #defamiliarization #weirdrealism (at Ann Arbor, Michigan) https://www.instagram.com/p/CGIzxpjMs89/?igshid=1d0aqf4ugcmoj

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From the series "Urban Fictions" a variation on the city of Detroit. SPAN 2020 #artificialintelligence #MachineLearning #neuralnetworks #posthuman #postdigital #urbandesign #styletransfer #machinehallucinations #spanarch #detroit #design #estrangement #defamiliarization #weirdrealism (at Detroit, Michigan) https://www.instagram.com/p/CGA9-7qMhTA/?igshid=gdxp7zdc7ga3

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Urban Fiction III Density! - SPAN 2020 #ARTIFICIALINTELLIGENCE #MACHINELEARNING #URBANDESIGN #ARCHITECTURE #POSTDIGITAL #POSTHUMAN #AUTHORSHIP #VIENNA #SPANARCH https://www.instagram.com/p/CFM--W3s_l-/?igshid=zj8vsdl2k9zf

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Urban Fiction I: Vienna Mass - SPAN 2020 #ARTIFICIALINTELLIGENCE #MACHINELEARNING #URBANDESIGN #ARCHITECTURE #POSTDIGITAL #POSTHUMAN #AUTHORSHIP #VIENNA #SPANARCH (at Vienna, Austria) https://www.instagram.com/p/CECk35Fpqx6/?igshid=fu9hlj7rr6ps

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Urban Fiction III: Venice Transfer #artificial_intelligence #artificialintelligence #MachineLearning #neuralnetworks #urbandesign #architecture #spanarch #AI #venice #styletransfer #machinehallucinations #agency #posthuman #postdigital https://www.instagram.com/p/CD35nJ0pE-I/?igshid=ttt4kyyci9v6

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Urban Fiction II: Canberra Reimagined #artificialintelligence #architecture #MachineLearning #machinevision #posthuman #postdigital #urbandesign #styletransfer #machinehallucinations #spanarch #canberra #australia https://www.instagram.com/p/CD35XXLJ4r7/?igshid=1vk9xwmya3kbu