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  • C. Menke, J. Rebentisch (Hg.)

    Kreation und Depression. Freiheit im gegenwärtigen…

  • Gregory Sholette

    Dark Matter. Art and Politics in the Age of Enterprise…

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    Iannis Xenakis. Architect, Composer, Visionary (Drawing…

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    A Little-Known Story about a Movement

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    Tomás Maldonado in Conversation with María Amalia García

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    Junya Ishigami

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    The Spontaneous City

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    Naked City. The Death and Life of Authentic Urban Places

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    Herzog & de Meuron 2005-2010

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    TSNX C24VA7ME A play by Dr Hun

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    My Green City

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    Laterna Magica. Mein Leben. Autobiographie

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    Where Art Belongs

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    The Sound Of Downloading Makes Me Want To Upload

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    Gerd Arntz. Graphic Designer

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    Photography After Conceptual Art

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    What was the Hipster? A Sociological Investigation

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    Design as Politics

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    Game Urbanism. Manual for Cultural Spatial Planning

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    Last Seen Entering the Biltmore. Plays, Short Fiction,…

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    Film as a Subversive Art

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    Closing Down — All Stock Reduced — The Role of Design in…

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    Das Erziehungsbild. Die visuelle Kultur des Pädagogischen

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    Designing Media

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    Architecture on Display. On the History of the Venice…

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    Civic City Cahier 2. Design and Democracy

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    Web Design Index by Content 5

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    Rich Texts. Selected Writing for Art

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    Tokyo Metabolizing

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    Art Society Feedback

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    Colonial Modern. Aesthetics of the Past, Rebellions for the…

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    Katalog. Desire in Represention

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    Das Potosí-Prinzip

  • Juan Maria Songel

    A Conversation with Frei Otto

  • Vito Campanelli

    Web Aesthetics. How Digital Media Affect Culture and…

  • Danielle Pario Perra

    Low Cost Design

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    Distance and Engagement

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    Fashion Illustration, 1930 to 1970. From Harper's…

  • Markus Miessen

    The Nightmare of Participation

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    Atlas of Transformation

  • Mike Jay

    High Society. Mind Altering Drugs in History and Culture

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    Not in Fashion. Photography and Fashion in the 90s

  • Francis Alys

    A Story of Deception

  • Dominique Ghiggi

    Baumschule. Kultivierung des Stadtdschungels

  • Susan S. Fainstein

    The Just City

  • Teal Triggs

    Fanzines

  • Jan Verwoert

    Tell Me What You Want, What You Really, Really Want

  • Boris Groys

    History Becomes Form. Moscow Conceptualism

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    Selected Maria Lind Writing

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    Judgment and Contemporary Art Criticism

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    From Hieroglyphics to Isotype. A Visual Autobiography

  • Elisabeth Blum

    Atmosphäre. Hypothesen zum Prozess der räumlichen…

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    Understanding Stadtforschung

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    Shadowplayers. The Rise and Fall of Factory Records

  • Giorgio Agamben

    Nacktheiten

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    Kritische Masse. Von Profis und Amateuren im Design

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    Left, Right, Up, Down. Neue Ansätze für die Gestaltung von…

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    Socialism or Barbarism? The Selected Writings of Rosa…

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    The Boom Box Project. The Machines, the Music...

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    Decoding Theoryspeak. An Illustrated Guide to Architectural…

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    Reason and Resonance. A History of Modern Aurality

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    Turning Pages. Editorial Design for Print Media

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    Kieler Woche. Geschichte eines Designwettbewerbs

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    Las Vegas im Rückspiegel. Die Stadt in Theorie, Fotografie…

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    Small Scale, Big Change

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    Graue Architektur. Nachkriegsarchitektur

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    Berlin plant. Plädoyer für ein Planwerk Innenstadt Berlin 2…

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    Dara Birnbaum. Technology/Transformation: Wonder Woman

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    Assume Vivid Astro Focus

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    Louis Kahn. On the Thoughtful Making of Spaces

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    Abstract City #04. Urbanes Hausen

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    Elfter September. 2010

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    Dance with Camera

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    Joan Jett

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    The Rejected, the Recycled, the Regenerated

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    Civic City Cahier 1. Social Movements in the (Post-)…

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    Contemporary Painting in Context

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    The Biennial Reader

Manifestes 5. Artificial Design: Creation Versus Machine Learning

In the beginning of the 2020s, in response to advances in artificial intelligence and deep learning, softwares like GPT-3, Dall·E, Midjourney, and Disco Diffusion have enabled the generation of images based on textual instructions. Although the results are quite prototypical since they merely imitate based upon existing data, this has sparked a series of polarised media debates on issues regarding the replacement of humans by machine learning. In doing so, the critical question is passed over: what are the actual pitfalls when considering the current and potential implications of machine learning for design practice?


Masure, Anthony
Manifestes 5. Artificial Design: Creation Versus Machine Learning
Head Publishing, 2023, 978-2-940510-78-8