Difference between revisions of "Neural aesthetics"

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* [https://www.coe.int/en/web/portal/-/e-relevance-of-culture-in-the-age-of-ai E-relevance of Culture in the Age of AI], expert seminar, Rijeka, Croatia, 12-13 Oct 2018. Organised in the framework of the Croatian Chairmanship of the Committee of Ministers of the Council of Europe. [https://vimeo.com/297905784 Video testimonials].
 
* [https://www.coe.int/en/web/portal/-/e-relevance-of-culture-in-the-age-of-ai E-relevance of Culture in the Age of AI], expert seminar, Rijeka, Croatia, 12-13 Oct 2018. Organised in the framework of the Croatian Chairmanship of the Committee of Ministers of the Council of Europe. [https://vimeo.com/297905784 Video testimonials].
 
* [https://state-studio.com/program/2018/art-and-ai-shamans-of-the-digital-renaissance Art and AI: Shamans of the Digital Renaissance], salon and performances, Silent Green, Berlin, 18 Oct 2018.
 
* [https://state-studio.com/program/2018/art-and-ai-shamans-of-the-digital-renaissance Art and AI: Shamans of the Digital Renaissance], salon and performances, Silent Green, Berlin, 18 Oct 2018.
 +
* [https://mynight.si/events/the-art-of-artificial-intelligence-umetnost-umetne-inteligence/ The Art of Artificial Intelligence / Umetnost Umetne Inteligence], symposium, Poligon kreativni center, Ljubljana, 7 Nov 2018.
 
* [https://projekte.berlinergazette.de/ambient-revolts/ Ambient Revolts: How Can We Rethink Political Agency in an AI-Driven World], Berliner Gazette Annual Conference 2018, ZK/U – Center for Arts and Urbanistics, Berlin, 8-10 Nov 2018. Incl. video recordings.
 
* [https://projekte.berlinergazette.de/ambient-revolts/ Ambient Revolts: How Can We Rethink Political Agency in an AI-Driven World], Berliner Gazette Annual Conference 2018, ZK/U – Center for Arts and Urbanistics, Berlin, 8-10 Nov 2018. Incl. video recordings.
 
* [https://www.post-binary.com/ Post-Binary: A Conference on Artificial Intelligence in Art and Design], Museum Angewandte Kunst, Frankfurt am Main, 10 Nov 2018.
 
* [https://www.post-binary.com/ Post-Binary: A Conference on Artificial Intelligence in Art and Design], Museum Angewandte Kunst, Frankfurt am Main, 10 Nov 2018.
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* [https://mak.at/aisymposium AI Symposium: Uncanny Values], MAK – Museum of Applied Arts, Vienna, 24 Sep 2019.
 
* [https://mak.at/aisymposium AI Symposium: Uncanny Values], MAK – Museum of Applied Arts, Vienna, 24 Sep 2019.
 
* [https://www.cais.nrw/veranstaltungen/what-is-the-art-in-artificial-intelligence/ SUSI.ai: What is the Art in Artificial Intelligence?], workshop, Center for Advanced Internet Studies (CAIS), Bochum, 14-15 Nov 2019. Organised by [[Renée Ridgway]].
 
* [https://www.cais.nrw/veranstaltungen/what-is-the-art-in-artificial-intelligence/ SUSI.ai: What is the Art in Artificial Intelligence?], workshop, Center for Advanced Internet Studies (CAIS), Bochum, 14-15 Nov 2019. Organised by [[Renée Ridgway]].
 +
* [https://www.sciarc.edu/events/events/fear-and-wonder-3 Fear and Wonder 3: Futures of AI Symposium], W.M. Keck Lecture Hall, Los Angeles, 20 Nov 2019. Curated by Liam Young. [https://www.facebook.com/events/1194517450752589/]
 
* [http://electromuseum.ru/en/event/learning-machines-obuchennye-mashiny/ Learning Machines], exhibition, Electromuseum, Moscow, 13 Dec 2019-2 Feb 2020. Curated by Helena Nikonole and [[Alexei Shulgin]].
 
* [http://electromuseum.ru/en/event/learning-machines-obuchennye-mashiny/ Learning Machines], exhibition, Electromuseum, Moscow, 13 Dec 2019-2 Feb 2020. Curated by Helena Nikonole and [[Alexei Shulgin]].
 
* [https://neurips2019creativity.github.io/ Machine Learning for Creativity and Design: NeurIPS 2019 Workshop], Vancouver, 14 Dec 2019. [http://www.aiartonline.com/ AI Art Gallery], compiled from art, music and design submissions.
 
* [https://neurips2019creativity.github.io/ Machine Learning for Creativity and Design: NeurIPS 2019 Workshop], Vancouver, 14 Dec 2019. [http://www.aiartonline.com/ AI Art Gallery], compiled from art, music and design submissions.
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* [https://kunsthalltrondheim.no/utstillinger/jenna-sutela/?lang=en Jenna Sutela: NO NO NSE NSE], exhibition, Kunsthall Trondheim, Trondheim, 4 Mar-3 May 2020. Curated by Stefanie Hessler.
 
* [https://kunsthalltrondheim.no/utstillinger/jenna-sutela/?lang=en Jenna Sutela: NO NO NSE NSE], exhibition, Kunsthall Trondheim, Trondheim, 4 Mar-3 May 2020. Curated by Stefanie Hessler.
 
* [https://zkm.de/en/exhibition/2020/03/artificial-empathy-installationen Artificial Empathy – Installationen], exhibition, ZKM, Karlsruhe, 27-29 Mar 2020. Accompanied the [https://zkm.de/en/event/2020/03/artificial-empathy Artificial Empathy: International Conference on Artificial Emotions and Affective Computing].
 
* [https://zkm.de/en/exhibition/2020/03/artificial-empathy-installationen Artificial Empathy – Installationen], exhibition, ZKM, Karlsruhe, 27-29 Mar 2020. Accompanied the [https://zkm.de/en/event/2020/03/artificial-empathy Artificial Empathy: International Conference on Artificial Emotions and Affective Computing].
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* [https://www.serpentinegalleries.org/whats-on/aesthetics-of-new-ai/ Aesthetics of New AI], panel discussion, online/Serpentine Galleries, London, 9 Oct 2020. Organised by Creative AI Lab in collaboration with NYU Digital Theory H-Lab. [https://serpentine-uploads.s3.amazonaws.com/uploads/2020/09/001_Aesthetics-of-New-AI.pdf Reader].
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* [https://www.ainarratives.com/jewishai ‘An Epoch of Golem-Making’: Artificial Intelligence and the Jewish Imaginary], workshop, 12 Nov 2020. Organised by the Leverhulme Centre for the Future of Intelligence (University of Cambridge) and Periculum (Charles University) as part of the [https://www.ainarratives.com Global AI Narratives Project].
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* [http://www.nabi.or.kr/en/page/board_view.php?brd_idx=1084&brd_id=project Art, AI and Everything Else], online conference, Art Center Nabi, 3-5 Dec 2020. Organised by Art Center Nabi and the Research Unit for Public Cultures and the Communicative Cities Stream in the Center of Visual Arts, University of Melbourne.
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====2021====
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* [https://www.oxy.edu/events/2021/09/encoding-futures-critical-imaginaries-ai Encoding Futures: Critical Imaginaries of AI], exhibition, Oxy Arts, 16 Sep-19 Nov 2021. Curated by Mashinka Firunts Hakopian and Meldia Yesayan.
 
</div>
 
</div>
  
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* [http://albertbarque.com/ Albert Barqué-Duran], [https://twitter.com/albertbarque @albertbarque], London, Berlin & Barcelona.
 
* [http://albertbarque.com/ Albert Barqué-Duran], [https://twitter.com/albertbarque @albertbarque], London, Berlin & Barcelona.
 
* [http://www.algolit.net Algolit], Brussels.
 
* [http://www.algolit.net Algolit], Brussels.
* [http://github.com/robbiebarrat Robbie Barrat], [https://twitter.com/DrBeef_/ @DrBeef_], SF Bay Area.
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* [http://github.com/robbiebarrat Robbie Barrat], [https://twitter.com/videodrome/ @videodrome], West Virginia.
 
* [http://www.cavvia.net/ Anil Bawa-Cavia], [https://twitter.com/cavvia @cavvia], Berlin & London.  
 
* [http://www.cavvia.net/ Anil Bawa-Cavia], [https://twitter.com/cavvia @cavvia], Berlin & London.  
 
* [http://chatonsky.net/category/corpus/ami/ Gregory Chatonsky], [https://twitter.com/chatonsky @chatonsky], Paris & Montreal.  
 
* [http://chatonsky.net/category/corpus/ami/ Gregory Chatonsky], [https://twitter.com/chatonsky @chatonsky], Paris & Montreal.  
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* [http://mario-klingemann.tumblr.com/ Mario Klingemann], [https://twitter.com/quasimondo @quasimondo], Munich.
 
* [http://mario-klingemann.tumblr.com/ Mario Klingemann], [https://twitter.com/quasimondo @quasimondo], Munich.
 
* [http://www.genekogan.com Gene Kogan], [https://twitter.com/genekogan @genekogan], Berlin.
 
* [http://www.genekogan.com Gene Kogan], [https://twitter.com/genekogan @genekogan], Berlin.
* [http://angeline-meitzler.com Angie Meitzler], Brooklyn, NY.
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* [http://angeline-meitzler.com Angeline Meitzler],[https://twitter.com/angiefromspace @angiefromspace], Brooklyn, NY.
 
* [http://kylemcdonald.net/ Kyle McDonald], [https://twitter.com/kcimc @kcimc], Los Angeles.
 
* [http://kylemcdonald.net/ Kyle McDonald], [https://twitter.com/kcimc @kcimc], Los Angeles.
 
* [http://www.technofle.sh Simone C. Niquille], [https://twitter.com/s__c__n @s__c__n], Amsterdam.
 
* [http://www.technofle.sh Simone C. Niquille], [https://twitter.com/s__c__n @s__c__n], Amsterdam.
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* [http://www.tivonrice.com Tivon Rice], [https://twitter.com/tivonrice @tivonrice], Seattle & The Hague.
 
* [http://www.tivonrice.com Tivon Rice], [https://twitter.com/tivonrice @tivonrice], Seattle & The Hague.
 
* [http://annaridler.com/ Anna Ridler], [https://twitter.com/annaridler @annaridler], London.
 
* [http://annaridler.com/ Anna Ridler], [https://twitter.com/annaridler @annaridler], London.
* [http://instagram.com/helena.sarin/ Helena Sarin], [https://twitter.com/glagolista @glagolista].
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* [http://instagram.com/helena.sarin/ Helena Sarin], [https://twitter.com/neuralbricolage @neuralbricolage], New Jersey.
 
* [http://philippschmitt.com/ Philipp Schmitt], [https://twitter.com/philippschmitt @philippschmitt], NYC.
 
* [http://philippschmitt.com/ Philipp Schmitt], [https://twitter.com/philippschmitt @philippschmitt], NYC.
 
* [http://1023.io/ Yining Shi], [https://twitter.com/yining_shi @yining_shi], NYC.
 
* [http://1023.io/ Yining Shi], [https://twitter.com/yining_shi @yining_shi], NYC.
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* [http://www.aiartonline.com/ AI Art Gallery], a collection of art, music and design using machine learning, since 2017. Curated by Luba Elliott.
 
* [http://www.aiartonline.com/ AI Art Gallery], a collection of art, music and design using machine learning, since 2017. Curated by Luba Elliott.
 
* [https://blog.mozilla.org/blog/2018/06/04/mozilla-announces-225000-for-art-and-advocacy-exploring-artificial-intelligence/ Mozilla Award for Art and Advocacy Exploring Artificial Intelligence], 2018.
 
* [https://blog.mozilla.org/blog/2018/06/04/mozilla-announces-225000-for-art-and-advocacy-exploring-artificial-intelligence/ Mozilla Award for Art and Advocacy Exploring Artificial Intelligence], 2018.
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* [https://www.ainarratives.com Global AI Narratives Project], Leverhulme Centre for the Future of Intelligence (University of Cambridge), since 2018.
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* [https://creative-ai.org/ Creative AI Lab (Database)], an ongoing project to aggregate tools and resources for artists, engineers, curators & researchers interested in incorporating machine learning and other forms of artificial intelligence into their practice. A collaboration between Serpentine R&D Platform (Eva Jäger) and the Department of Digital Humanities, King’s College London (Mercedes Bunz a.o.). Launched July 2020. [https://www.serpentinegalleries.org/whats-on/creative-ai-lab/]
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* [https://v2.hotglue.me/ Slow Readers], an informal research group which has embraced deceleration to look at gender inequality & AI, with [[V2|V2_Fellow]] [[Renée Turner]], a.o. Started in January 2021. [https://v2.nl/archive/organizations/slow-readers]
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* [https://polytopal.ai Polytopal], a 'Human-Centered AI' research and development company, started July 2020.
  
 
==Literature, data, resources==
 
==Literature, data, resources==
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* ''Espace'' 124: "IA, art sans artistes? / AI, art without artists?", Montreal, Jan 2020. Special issue of magazine. [https://espaceartactuel.com/en/creating-ai/ Introduction]. [https://espaceartactuel.com/en/124-winter-2020/ TOC]. {{fr}}/{{en}}
 
* ''Espace'' 124: "IA, art sans artistes? / AI, art without artists?", Montreal, Jan 2020. Special issue of magazine. [https://espaceartactuel.com/en/creating-ai/ Introduction]. [https://espaceartactuel.com/en/124-winter-2020/ TOC]. {{fr}}/{{en}}
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 +
* Abhay Agarwal, Marcy Regalado, ''[http://linguafranca.polytopal.ai Lingua Franca: A Design Language for Human-Centered AI]'', San Francisco, Jan 2020.
  
 
* Yair Rubinstein, [https://online.ucpress.edu/res/article/1/1/77/109394/ "Uneasy Listening: Towards a Hauntology of AI-Generated Music"], ''Resonance'' 1:1, Spring 2020, pp 77-93.
 
* Yair Rubinstein, [https://online.ucpress.edu/res/article/1/1/77/109394/ "Uneasy Listening: Towards a Hauntology of AI-Generated Music"], ''Resonance'' 1:1, Spring 2020, pp 77-93.
  
 
* Joanna Zylinska, ''[http://www.openhumanitiespress.org/books/titles/ai-art/ AI Art: Machine Visions and Warped Dreams]'', Open Humanities Press, Jul 2020, 176 pp, [[Media:Zylinska_Joanna_AI Art Machine Visions and Warped Dreams 2020.pdf|PDF]].  
 
* Joanna Zylinska, ''[http://www.openhumanitiespress.org/books/titles/ai-art/ AI Art: Machine Visions and Warped Dreams]'', Open Humanities Press, Jul 2020, 176 pp, [[Media:Zylinska_Joanna_AI Art Machine Visions and Warped Dreams 2020.pdf|PDF]].  
 +
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* Ellen Pearlman, [[Media:Pearlman Ellen 2020 AI Comes of Age.pdf|"AI Comes of Age"]], ''PAJ: A Journal of Performance and Art'' 42:3, Sep 2020, pp 55-62. [https://doi.org/10.1162/pajj_a_00539]
 +
 +
* Mercedes Bunz, Eva Jäger (eds.), ''[https://serpentine-uploads.s3.amazonaws.com/uploads/2020/09/001_Aesthetics-of-New-AI.pdf Aesthetics of New AI]'', London, Oct 2020, 55 pp. Reader.
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 +
* K Allado-McDowell, ''Pharmako-AI'', intro. Irenosen Okojie, Ignota, 2020, 152 pp. [https://ignota.org/products/atlas-of-anomalous-ai]
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 +
* Ben Vickers, K Allado-McDowell (eds.), ''Atlas of Anomalous AI'', forew. Bill Sherman, Ignota, 2020, 303 pp. [https://ignota.org/products/atlas-of-anomalous-ai]
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 +
* [https://www.goethe.de/prj/jad/sk/the/ari.html ''Jádu'': "Cogito ergo robot"], Bratislava: Goethe-Institut, Nov 2020. Special magazine issue. {{sk}},{{cz}}/{{de}}
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 +
* Martin Zeilinger, ''[https://meson.press/books/tactical-entanglements/ Tactical Entanglements: AI Art, Creative Agency, and the Limits of Intellectual Property]'', Lüneburg: meson press, May 2021, 192 pp.
 +
 +
* Mashinka Firunts Hakopian, [http://www.mashinkafirunts.com/syllabus-art-ai-the-aesthetics-of-algorithmic-justice/ "Syllabus: Art, AI, & The Aesthetics of Algorithmic Justice"], Occidental College, Fall 2021.
  
 
* ''Art and Machine Learning'', Graz: mur.at, forthcoming. [https://mur.at/post/ml-call-for-papers/ CfP]. [https://mur.at/project/im-netz-der-sinne/]
 
* ''Art and Machine Learning'', Graz: mur.at, forthcoming. [https://mur.at/post/ml-call-for-papers/ CfP]. [https://mur.at/project/im-netz-der-sinne/]
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* [https://monoskop.org/log/?p=19784 ''Glass Bead'' 2: "Site 1: Logic Gate, the Politics of the Artifactual Mind"], eds. Fabien Giraud, Jeremy Lecomte, Vincent Normand, Ida Soulard, and Inigo Wilkins, Nov 2017. {{en}}/{{fr}}
 
* [https://monoskop.org/log/?p=19784 ''Glass Bead'' 2: "Site 1: Logic Gate, the Politics of the Artifactual Mind"], eds. Fabien Giraud, Jeremy Lecomte, Vincent Normand, Ida Soulard, and Inigo Wilkins, Nov 2017. {{en}}/{{fr}}
  
* Adrian Mackenzie, ''[https://monoskop.org/log/?p=20147 Machine Learners: Archaeology of a Data Practice]'', MIT Press, Nov 2017, 272 pp.  
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* Adrian Mackenzie, ''[https://1lib.cz/book/3525946/b748f3 Machine Learners: Archaeology of a Data Practice]'', MIT Press, 2017, 272 pp. [https://github.com/datapractice/machinelearners Draft]. [https://monoskop.org/log/?p=20147]
  
 
* Eirini Malliaraki, [https://medium.com/@eirinimalliaraki/toward-ethical-transparent-and-fair-ai-ml-a-critical-reading-list-d950e70a70ea "Toward ethical, transparent and fair AI/ML: a critical reading list"], ''Medium'', Feb 2018.
 
* Eirini Malliaraki, [https://medium.com/@eirinimalliaraki/toward-ethical-transparent-and-fair-ai-ml-a-critical-reading-list-d950e70a70ea "Toward ethical, transparent and fair AI/ML: a critical reading list"], ''Medium'', Feb 2018.
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* Kate Crawford, Vladan Joler, [https://anatomyof.ai/ "Anatomy of an AI System: The Amazon Echo as an Anatomical Map of Human Labor, Data and Planetary Sesources"], AI Now Institute/NYU & Share Lab, 7 Sep 2018.  
 
* Kate Crawford, Vladan Joler, [https://anatomyof.ai/ "Anatomy of an AI System: The Amazon Echo as an Anatomical Map of Human Labor, Data and Planetary Sesources"], AI Now Institute/NYU & Share Lab, 7 Sep 2018.  
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* Jieshu Wang, [http://wangjieshu.com/2018/10/17/history_of_ai_in_china/ "The Early History of Artificial Intelligence in China (1950s-1980s)"], ''Jieshu's Blog'', Oct 2018.
  
 
* Clemens Apprich, Wendy Hui Kyong Chun, Florian Cramer, Hito Steyerl, ''[https://monoskop.org/log/?p=20571 Pattern Discrimination]'', Lüneburg: meson press, with University of Minnesota Press, Nov 2018, xii+123 pp.
 
* Clemens Apprich, Wendy Hui Kyong Chun, Florian Cramer, Hito Steyerl, ''[https://monoskop.org/log/?p=20571 Pattern Discrimination]'', Lüneburg: meson press, with University of Minnesota Press, Nov 2018, xii+123 pp.
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* Lev Manovich, ''[[Media:Manovich Lev AI Aesthetics 2018.pdf|AI Aesthetics]]'', Moscow: Strelka Press, Dec 2018, 57 pp. [https://strelkamag.com/en/article/lev-manovich-ai-aesthetics Excerpt]. [https://bookmate.com/books/rb4SdD8j] [http://manovich.net/index.php/projects/ai-aesthetics-copy] [http://manovich.net/index.php/projects/ai-aesthetics]
 
* Lev Manovich, ''[[Media:Manovich Lev AI Aesthetics 2018.pdf|AI Aesthetics]]'', Moscow: Strelka Press, Dec 2018, 57 pp. [https://strelkamag.com/en/article/lev-manovich-ai-aesthetics Excerpt]. [https://bookmate.com/books/rb4SdD8j] [http://manovich.net/index.php/projects/ai-aesthetics-copy] [http://manovich.net/index.php/projects/ai-aesthetics]
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** ''Estetika umetne inteligence'', trans. Tamara M. Soban, afterw. Vuk Ćosić, Ljubljana: Mestni muzej Ljubljane, and Zavod Basic, 2019, 79 pp. {{sl}}
  
 
* Hito Steyerl, [https://monoskop.org/log/?p=20976 "The Language of Broken Glass"], Berlin: HKW, Jan 2019, 26 min. Lecture-performance video.
 
* Hito Steyerl, [https://monoskop.org/log/?p=20976 "The Language of Broken Glass"], Berlin: HKW, Jan 2019, 26 min. Lecture-performance video.
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* Nick Dyer-Witheford, Atle Mikkola Kjosen, James Steinhoff, ''[http://library.memoryoftheworld.org/#/book/bd54927b-b27f-4921-9a1a-ecfd6093d748 Inhuman Power: Artificial Intelligence and the Future of Capitalism]'', Pluto Press, Jun 2019. [https://www.plutobooks.com/9780745338606/inhuman-power/ Publisher].
 
* Nick Dyer-Witheford, Atle Mikkola Kjosen, James Steinhoff, ''[http://library.memoryoftheworld.org/#/book/bd54927b-b27f-4921-9a1a-ecfd6093d748 Inhuman Power: Artificial Intelligence and the Future of Capitalism]'', Pluto Press, Jun 2019. [https://www.plutobooks.com/9780745338606/inhuman-power/ Publisher].
  
* Louise Amoore, [http://sci-hub.tw/10.1177/0263276419851846 "Doubt and the Algorithm: On the Partial Accounts of Machine Learning"], ''Theory, Culture & Society'', 26 Jun 2019.
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* Louise Amoore, [http://sci-hub.se/10.1177/0263276419851846 "Doubt and the Algorithm: On the Partial Accounts of Machine Learning"], ''Theory, Culture & Society'', 26 Jun 2019.
  
 
* Emma Strubell, Ananya Ganesh, Andrew McCallum, [https://arxiv.org/abs/1906.02243 "Energy and Policy Considerations for Deep Learning in NLP"], in ''57th Annual Meeting of the Association for Computational Linguistics (ACL)'', Jul 2019. [https://www.technologyreview.com/s/613630/training-a-single-ai-model-can-emit-as-much-carbon-as-five-cars-in-their-lifetimes/ Summary].
 
* Emma Strubell, Ananya Ganesh, Andrew McCallum, [https://arxiv.org/abs/1906.02243 "Energy and Policy Considerations for Deep Learning in NLP"], in ''57th Annual Meeting of the Association for Computational Linguistics (ACL)'', Jul 2019. [https://www.technologyreview.com/s/613630/training-a-single-ai-model-can-emit-as-much-carbon-as-five-cars-in-their-lifetimes/ Summary].
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* ''[https://monoskop.org/log/?p=21861 AI Now 2019 Report]'', New York: AI Now Institute, Dec 2019, 100 pp.
 
* ''[https://monoskop.org/log/?p=21861 AI Now 2019 Report]'', New York: AI Now Institute, Dec 2019, 100 pp.
  
* Stephen Cave, Kanta Dihal, Sarah Dillon (eds.), ''AI Narratives: A History of Imaginative Thinking about Intelligent Machines'', Oxford University Press, 2020, 448 pp. [https://global.oup.com/academic/product/ai-narratives-9780198846666?type=listing&prevNumResPerPage=60]
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* Gabriele de Seta, [http://realtimechina.net/files/REALTIME_Making-Digital-China_Chap07.pdf "China.ai"], in ''Realtime: Making Digital China'', eds. Clément Renaud, Florence Graezer Bideau, and Marc Laperrouza, PURR, Jan 2020, pp 154-169. [http://realtimechina.net/ Book]. [https://www.makery.info/en/2020/03/25/realtime-making-digital-china-an-online-book-launch/ Book launch].
  
 
* Krystian Woznicki, [https://blogs.mediapart.fr/krystian-woznicki/blog/270120/silent-works-what-hidden-human-labor-ai-driven-capitalism "Silent Works: What Is the Hidden Human Labor In AI-Driven Capitalism?"], ''Mediapart'', 27 Jan 2020. [https://projekte.berlinergazette.de/silent-works/ Project website].
 
* Krystian Woznicki, [https://blogs.mediapart.fr/krystian-woznicki/blog/270120/silent-works-what-hidden-human-labor-ai-driven-capitalism "Silent Works: What Is the Hidden Human Labor In AI-Driven Capitalism?"], ''Mediapart'', 27 Jan 2020. [https://projekte.berlinergazette.de/silent-works/ Project website].
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* Stephen Cave, Kanta Dihal, Sarah Dillon (eds.), ''[https://1lib.sk/book/6119697/37a2e3 AI Narratives: A History of Imaginative Thinking about Intelligent Machines]'', Oxford University Press, Mar 2020, 448 pp. [https://global.oup.com/academic/product/ai-narratives-9780198846666 Publisher].
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* Mark Coeckelbergh, ''[https://aaaaarg.fail/thing/5e7517579ff37c6aef2e81c3 AI Ethics]'', MIT Press, Apr 2020, 248 pp. [https://mitpress.mit.edu/books/ai-ethics Publisher].
  
 
* Vladan Joler, Matteo Pasquinelli, [https://monoskop.org/log/?p=22167 "The Nooscope Manifested: AI as Instrument of Knowledge Extractivism"], Karlsruhe: KIM research group (Karlsruhe University of Arts and Design), and Novi Sad: Share Lab, 1 May 2020.  
 
* Vladan Joler, Matteo Pasquinelli, [https://monoskop.org/log/?p=22167 "The Nooscope Manifested: AI as Instrument of Knowledge Extractivism"], Karlsruhe: KIM research group (Karlsruhe University of Arts and Design), and Novi Sad: Share Lab, 1 May 2020.  
  
* Gabriele de Seta, [http://realtimechina.net/files/REALTIME_Making-Digital-China_Chap07.pdf "China.ai"], in ''Realtime: Making Digital China'', eds. Clément Renaud, Florence Graezer Bideau, and Marc Laperrouza, PURR, 2020, pp 154-169. [http://realtimechina.net/]
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* Bernard Dionysius Geoghegan, [[Media:Geoghegan Bernard Dionysius 2020 Orientalism and Informatics Alterity from the Chess-Playing Turk to Amazons Mechanical Turk.pdf|"Orientalism and Informatics: Alterity from the Chess-Playing Turk to Amazon’s Mechanical Turk"]], ''Ex-position'' 43, National Taiwan University, Jun 2020, pp 45-90. [https://twitter.com/bernardionysius/status/1299372817486675969?lang=en Author]. [http://ex-position.org/wp-content/uploads/2020/07/014-Bernard-Dionysius-Geoghegan-online-copy-color-images.pdf Publisher].
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* Michael J. Lyons, [https://arxiv.org/abs/2009.01215 "Excavating ''Excavating AI'': The Elephant in the Gallery"], ''arXiv.org'', Sep 2020.
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* Tomasz Hollanek, [https://doi.org/10.1007/s00146-020-01110-y "AI Transparency: A Matter of Reconciling Design with Critique"], ''AI & Society'', Nov 2020.
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 +
* Yarden Katz, ''Artificial Whiteness: Politics and Ideology in Artificial Intelligence'', Columbia University Press, Nov 2020, 352 pp. [https://cup.columbia.edu/book/artificial-whiteness/9780231194914 Publisher].
 +
 
 +
* Kate Crawford, ''[https://1lib.sk/book/11927502/db3bf0 Atlas of AI: Power, Politics, and the Planetary Costs of Artificial Intelligence]'', Yale University Press, Apr 2021, 336 pp, [https://1lib.sk/book/12202853/4f4ea5 EPUB]. [https://yalebooks.yale.edu/book/9780300209570/atlas-ai Publisher].
 +
 
 +
* Matteo Pasquinelli, [[Media:Pasquinelli Matteo 2021 How to Make a Class Hayeks Neoliberalism and the Origins of Connectionism.pdf|"How to Make a Class: Hayek’s Neoliberalism and the Origins of Connectionism"]], ''Qui Parle'' 30:1, Jun 2021, pp 159-184. [https://kim.hfg-karlsruhe.de/hayek-connectionism/] [https://www.academia.edu/49499953]
 +
 
 +
* Michael J. Lyons, [https://arxiv.org/abs/2107.13998 "''Excavating AI'' Re-excavated: Debunking a Fallacious Account of the JAFFE Dataset"], ''arXiv.org'', Jul 2021.
  
* Michael J. Lyons, [https://arxiv.org/abs/2009.01215 "Excavating "Excavating AI": The Elephant in the Gallery"], ''arXiv.org'', Sep 2020.
+
* Ramon Amaro, ''The Black Technical Object: On Machine Learning and the Aspiration of Black Being'', Berlin: Sternberg Press, Nov 2021, 152 pp. [https://mitpress.mit.edu/books/black-technical-object]
  
 
; more
 
; more
Line 329: Line 376:
 
===Scientific introduction into deep learning===
 
===Scientific introduction into deep learning===
  
* Ethem Alpaydin, ''[http://gen.lib.rus.ec/book/index.php?md5=AAA419AE3AB733EBEAAFEC210E4CC2F5 Introduction to Machine Learning]'', MIT Press, 2004, 400 pp; [http://gen.lib.rus.ec/book/index.php?md5=7678204820FBE2E3D90A0C253EFF4F05 2nd ed.], 2009, 584 pp; [http://gen.lib.rus.ec/book/index.php?md5=68BB7D8062C844E3C11276546B55A751 3rd ed.], 2014, 640 pp.
+
* Ethem Alpaydin, ''[http://libgen.rs/book/index.php?md5=AAA419AE3AB733EBEAAFEC210E4CC2F5 Introduction to Machine Learning]'', MIT Press, 2004, 400 pp; [http://libgen.rs/book/index.php?md5=7678204820FBE2E3D90A0C253EFF4F05 2nd ed.], 2009, 584 pp; [http://libgen.rs/book/index.php?md5=68BB7D8062C844E3C11276546B55A751 3rd ed.], 2014, 640 pp.
 
* Christopher M. Bishop, ''[Pattern Recognition and Machine Learning]'', Springer, 2011, 738 pp.
 
* Christopher M. Bishop, ''[Pattern Recognition and Machine Learning]'', Springer, 2011, 738 pp.
 
* Michael Nielsen, ''[http://neuralnetworksanddeeplearning.com/ Neural Networks and Deep Learning]'', Determination Press, 2015.
 
* Michael Nielsen, ''[http://neuralnetworksanddeeplearning.com/ Neural Networks and Deep Learning]'', Determination Press, 2015.
 
* Ian Goodfellow, Yoshua Bengio, Aaron Courville, ''[http://www.deeplearningbook.org/ Deep Learning]'', MIT Press, 2016.
 
* Ian Goodfellow, Yoshua Bengio, Aaron Courville, ''[http://www.deeplearningbook.org/ Deep Learning]'', MIT Press, 2016.
* Ethem Alpaydin, ''[http://gen.lib.rus.ec/book/index.php?md5=1AB89B9FC1DEB7A47029FAD4089EE2FD Machine Learning: The New AI]'', MIT Press, 2016, 224 pp. [https://mitpress.mit.edu/books/machine-learning-1]
+
* Ethem Alpaydin, ''[http://libgen.rs/book/index.php?md5=1AB89B9FC1DEB7A47029FAD4089EE2FD Machine Learning: The New AI]'', MIT Press, 2016, 224 pp. [https://mitpress.mit.edu/books/machine-learning-1]
  
 
===Historization of deep learning===
 
===Historization of deep learning===
  
 
* Jürgen Schmidhuber, [http://www.sciencedirect.com/science/article/pii/S0893608014002135 "Deep Learning in Neural Networks: An Overview"], ''ScienceDirect'' 61, Jan 2015, pp 85-117. [http://www.idsia.ch/~juergen/deep-learning-overview.html]
 
* Jürgen Schmidhuber, [http://www.sciencedirect.com/science/article/pii/S0893608014002135 "Deep Learning in Neural Networks: An Overview"], ''ScienceDirect'' 61, Jan 2015, pp 85-117. [http://www.idsia.ch/~juergen/deep-learning-overview.html]
* Yann LeCun, Yoshua Bengio, Geoffrey Hinton, [http://sci-hub.tw/10.1038/nature14539 "Deep Learning"], ''Nature'' 521, 28 May 2015, pp 436-444. Critiqued by [http://people.idsia.ch/~juergen/deep-learning-conspiracy.html Schmidhuber] recasting the recent advances of deep learning as building on top of prior work with multilayer neural networks, going back decades.
+
* Yann LeCun, Yoshua Bengio, Geoffrey Hinton, [http://sci-hub.se/10.1038/nature14539 "Deep Learning"], ''Nature'' 521, 28 May 2015, pp 436-444. Critiqued by [http://people.idsia.ch/~juergen/deep-learning-conspiracy.html Schmidhuber] recasting the recent advances of deep learning as building on top of prior work with multilayer neural networks, going back decades.
 
* Andrey Kurenkov, [http://www.andreykurenkov.com/writing/a-brief-history-of-neural-nets-and-deep-learning/ "A 'Brief' History of Neural Nets and Deep Learning"], [http://www.andreykurenkov.com/writing/a-brief-history-of-neural-nets-and-deep-learning-part-2 Part 2], [http://www.andreykurenkov.com/writing/a-brief-history-of-neural-nets-and-deep-learning-part-3/ Part 3], [http://www.andreykurenkov.com/writing/a-brief-history-of-neural-nets-and-deep-learning-part-4 Part 4], ''Andrey Kurenkov'' blog, 24 Dec 2015.
 
* Andrey Kurenkov, [http://www.andreykurenkov.com/writing/a-brief-history-of-neural-nets-and-deep-learning/ "A 'Brief' History of Neural Nets and Deep Learning"], [http://www.andreykurenkov.com/writing/a-brief-history-of-neural-nets-and-deep-learning-part-2 Part 2], [http://www.andreykurenkov.com/writing/a-brief-history-of-neural-nets-and-deep-learning-part-3/ Part 3], [http://www.andreykurenkov.com/writing/a-brief-history-of-neural-nets-and-deep-learning-part-4 Part 4], ''Andrey Kurenkov'' blog, 24 Dec 2015.
 
* Stephanie Dick, [https://hdsr.mitpress.mit.edu/pub/0aytgrau "Artificial Intelligence"], ''Harvard Data Science Review'' 1, 23 Jun 2019.
 
* Stephanie Dick, [https://hdsr.mitpress.mit.edu/pub/0aytgrau "Artificial Intelligence"], ''Harvard Data Science Review'' 1, 23 Jun 2019.

Revision as of 09:37, 3 September 2021

Partial results of the "hello world" test of a machine learning algorithm, automated recognition of handwritten digits, showing 125 test cases that the network got wrong. Each case is labeled by the network’s guess. The true classes are arranged in standard scan order. Source: Hinton et al 2006.
Basic structure of a neural network. Several techno-logical forms can be identified in the concept: scansion, that is discretisation or digitisation since the age of radio, TV, etc.; feedback loop, or the basic concept of cybernetics; and network form, here inspired by biological neurons. Diagram by Matteo Pasquinelli with Lukas Rehm, 2017. Source.

A resource on recent work between art/design and artificial neural networks in machine learning.

Related notions: AI art, creative AI, art and artificial intelligence.

Events

2014

2015

  • The Lab at the Google Cultural Institute, Paris, launches a 'machine learning for art' residency, early 2015 - mid-2016. Artists: Mario Klingemann, Cyril Diagne. Talk. Works.
  • DeepDream launched by Google's software engineers Alexander Mordvintsev, Christopher Olah and Mike Tyka, 17 Jun 2015. Reddit post from a day earlier. Vice coverage. Source code.
  • (Artifical Intelligence) Digitale Demenz exhibition, HMKV, Dortmund, 14 Nov 2015-6 Mar 2016. An exhibition exploring the relationship between contemporary art and artificial intelligence. Works by Erik Bünger, John Cale, Brendan Howell, Chris Marker, Julien Prévieux, Suzanne Treister, and !Mediengruppe Bitnik. Curated by Thibaut de Ruyter.

2016

2017

2018

2019

2020

2021

Artists, designers, writers, musicians, makers

Initiatives

Literature, data, resources

Arts practice and criticism

  • Melpomene, Bagabone, Hem ‘I Die Now, New York: Vantage Press, 1980, 136 pp. Perhaps the first novel that was purportedly written by a computer.
  • Digimag 76: "Smart Machines for Enhanced Arts", eds. Silvia Bertolotti and Marco Mancuso, Milan: Digicult, Summer 2017, 74 pp, EPUB. Texts by Memo Akten, Claire Burke, Geoffrey Drake-Brockman, Jerry Galle, Eugene Kogan, Robert B. Lisek, Filippo Lorenzin, Andreas Refsgaard, Liu Yuxi, Alessandro Masserdotti. [11]
  • Algolit, Data Workers, Brussels: Constant, Mar 2019. (English)/(French)
  • Entangled Realities: Living with Artificial Intelligence / Leben mit künstlicher Intelligenz, eds. Sabine Himmelsbach and Boris Magrini, Merian, 2019, 229 pp. Catalogue. Exhibition. Review: Cianciotta (Neural). (English)/(German)
  • Espace 124: "IA, art sans artistes? / AI, art without artists?", Montreal, Jan 2020. Special issue of magazine. Introduction. TOC. (French)/(English)
  • K Allado-McDowell, Pharmako-AI, intro. Irenosen Okojie, Ignota, 2020, 152 pp. [17]
  • Ben Vickers, K Allado-McDowell (eds.), Atlas of Anomalous AI, forew. Bill Sherman, Ignota, 2020, 303 pp. [18]
  • Art and Machine Learning, Graz: mur.at, forthcoming. CfP. [19]

Online galleries and collections

See also exhibitions in the Events section above.

Recent debates on artificial intelligence in the humanities and social sciences

  • Florian Hecker, Robin Mackay, "On Sound and Artificial Neural Networks", in Writing and Unwriting (Media) Art History: Erkki Kurenniemi in 2048, eds. Joasia Krysa and Jussi Parikka, MIT Press, Sep 2015, pp 279-289.
  • Clemens Apprich, Wendy Hui Kyong Chun, Florian Cramer, Hito Steyerl, Pattern Discrimination, Lüneburg: meson press, with University of Minnesota Press, Nov 2018, xii+123 pp.
  • Lev Manovich, AI Aesthetics, Moscow: Strelka Press, Dec 2018, 57 pp. Excerpt. [24] [25] [26]
    • Estetika umetne inteligence, trans. Tamara M. Soban, afterw. Vuk Ćosić, Ljubljana: Mestni muzej Ljubljane, and Zavod Basic, 2019, 79 pp. (Slovenian)
  • Katerina Cizek, William Uricchio, Sarah Wolozin, "Media Co-Creation with Non-Human Systems", in Cizek, Uricchio, et al., Collective Wisdom: Co-Creating Media within Communities, across Disciplines and with Algorithms, 3 Jun 2019.
  • Gabriele de Seta, "China.ai", in Realtime: Making Digital China, eds. Clément Renaud, Florence Graezer Bideau, and Marc Laperrouza, PURR, Jan 2020, pp 154-169. Book. Book launch.
  • Yarden Katz, Artificial Whiteness: Politics and Ideology in Artificial Intelligence, Columbia University Press, Nov 2020, 352 pp. Publisher.
  • Ramon Amaro, The Black Technical Object: On Machine Learning and the Aspiration of Black Being, Berlin: Sternberg Press, Nov 2021, 152 pp. [32]
more

Software

  • Tensorflow, an open source machine learning framework. Developed by the Google Brain team for internal Google use. Released under an open-source license on Nov 2015.
  • ml5.js, an open source machine learning library for the web. Launched Jun 2018.
  • Magenta Studio, a suite of free music-making tools using Magenta's machine learning models. Available as an Ableton plugin or as standalone Electron apps. Launched Nov 2018.
  • Runway, a toolkit that adds artificial intelligence capabilities to design and creative platforms. Built by Cristóbal Valenzuela. First alpha released May 2018.
  • GAN Playground - Explore Generative Adversarial Nets in your Browser, by Reiichiro Nakano, 2017.
  • Magenta demos

Datasets

See also

Courses and textbooks for artists

Textbooks
Video lectures
Introductions
MOOC
Resources

Research papers

Scientific introduction into deep learning

Historization of deep learning


Art and Culture

Avant-garde and modernist magazines, Artists' publishing, Graphic design, Photography, Typewriter art, Multimedia environments, Design research, Video activism, Urban practices, Zine culture, Demoscene, VJing, Live cinema, Art and technology centres, Cyberfeminism, Community television, Hacktivism, Art servers, Hackerspaces, CD-ROM art, Circuit bending, Pure Data, Media archives, VVVV, Maker culture, Glitch art, Live coding, Locative media, Libre graphics, Electromagnetism, Surf clubs, DIY biology, Post-digital, Neural aesthetics.
See also Art styles and movements.

Software
communities of practice

Art and technology centres, Art servers, Circuit bending, Copyright activism, Cypherpunk, Data activism, Demoscene, Digital libraries, DIY biology, Federated networks, File sharing, FLOSS, Game art, Hacker culture, Hackerspaces, Hacktivism, Internet activism, Internet of things, Libre graphics, Live coding, Maker culture, Media archives, Net art, Neural aesthetics, Open hardware, Software art, VJing, VVVV.
See also Artists' cultures.