The Multiple Returns of Connectionism: Theory and History of Artificial Intelligence

Cover Sebastian Giessmann The Multiple Returns of Connectionism: Theory and History of Artificial Intelligence

In light of the recent boom in artificial intelligence, what future and what new environments should research in media and cultural techniques focus on? This article returns to a fundamental question posed by Marcel Mauss regarding the constitution of techniques between specific and general purposes. First, it offers a brief description of the current state of machine learning and recent AI developments between specialization and universalization. Second, I propose a genealogy of artificial intelligence between nature and cultural techniques. It inquires into the historical recurrence of connectionist practices, algorithms, and styles of thinking and acting as a condition of current AI technologies. How could biological neurons become artificial neural networks that work as the infrastructural foundation of artificial intelligence? Third, what is at stake here are the notions of media and mediation themselves. Due to the naturalization and habitualization of connectionist AI, they are becoming statistically operationalized, data-intensive networks.

Published as no. 42 of the Media of Cooperation working paper series:
https://doi.org/10.25819/ubsi/11094

Your Computer Is on Fire

 

„Techno-utopianism is dead: Now is the time to pay attention to the inequality, marginalization, and biases woven into our technological systems.“ This quote on the MIT Press website is an excellent motto for this provocative collection.

I am very glad to co-host the European book launch of YOUR COMPUTER IS ON FIRE together with Armin Beverungen. Feel free to join us on April 28, 7pm CET, via Zoom! Please register via email at cdcforum [/at/] leuphana.de for videoconferencing details.  And yes, this is a joint event of Siegen University’s CRC „Media of Cooperation“ and Leuphana University’s „Centre for Digital Cultures“ .