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ORG is a reading group at UNC Chapel Hill that meets Fridays at 10:00am via Zoom. Learn more at https://orgorgorgorgorg.org/
Please note that ORG has been CANCELLED for this week.

Due to time conflicts we will push the planned Friday reading of Krapp's Computing Legacies for one week, reconvening on 11/21 at 10AM.
November 10, 2025 at 8:25 PM
Following a one-week hiatus, ORG will reconvene on 11/14 10AM EST to read the first chapter of Peter Krapp's 2024 book, Computing Legacies: Digital Cultures of Simulation. @mitpress.bsky.social

direct.mit.edu/books/oa-mon...
October 31, 2025 at 3:35 PM
Next Friday (10/31 10AM), ORG will discuss @amoorelouise.bsky.social et al's recent article, "Politics of the Prompt", addressing "the politics of prompting in machine learn­ing, at a time when bureaucratic & democratic government is undergoing trans­formation."

www.tandfonline.com/doi/full/10....
www.tandfonline.com
October 24, 2025 at 5:18 PM
Continuing to explore the seam between structure and statistics, this Fri 10AM we'll discuss “GraphRAG on Technical Documents - Impact of Knowledge Graph Schema” from the latest issue of Transactions on Graph Data and Knowledge.

drops.dagstuhl.de/entities/doc...
GraphRAG on Technical Documents - Impact of Knowledge Graph Schema
drops.dagstuhl.de
October 22, 2025 at 3:43 PM
After a one-week hiatus, ORG will reconvene on 10/10 (10AM), to discuss @davidgunkel.bsky.social's latest article, "The différance engine: large language models and poststructuralism"

doi.org/10.1007/s001...
The différance engine: large language models and poststructuralism - AI & SOCIETY
This essay argues that large language models (LLMs), such as GPT-type transformer architectures, actualize Jacques Derrida’s concept of différance. Originally introduced within the context of poststructuralist theory and semiotics, différance designates the way meaning is produced through a system of differences and deferrals, rather than stable reference. Drawing on this framework, the essay examines how LLMs generate meaningful content by calculating statistical differences across massive textual corpora—foregrounding processes of spacing, temporalization, and trace. It proposes that LLMs can be understood as “différance engines” that computationally enact the very mechanisms Derrida theorized. In addition to tracing these points of intersection, the essay reflects on the philosophical consequences of this alignment, including challenges to logocentrism, authorship, and the metaphysics of presence. It then addresses three potential criticisms of this approach, arguing that the use of Derrida’s work in this context is not a misappropriation, but a continuation and reiteration of its logic. And it concludes by identifying three systemic limitations and by charting opportunities for future research in this domain. The essay thus shows, on the one hand, how LLMs can be read through poststructuralist theory, and on the other, how poststructuralist theory can be clarified and rendered accessible through the technical operations of contemporary AI.
doi.org
September 26, 2025 at 4:11 PM
Next week (9/26 10AM) ORG discusses Gastaldi & Pellissier's 2021 article in Interdisciplinary Science Reviews, "The calculus of language: explicit representation of emergent linguistic structure through type-theoretical paradigms".

www.tandfonline.com/doi/full/10....

www.giannigastaldi.com
Juan Luis Gastaldi
www.giannigastaldi.com
September 19, 2025 at 3:06 PM
Tomorrow morning (9/19 10AM), ORG will discuss Benjamin Boysen's "The embarrassment of being human: A critique of new materialism and object-oriented ontology".

doi.org/10.1111/OLI....
The embarrassment of being human
New materialism and object-oriented ontology have recently gained widespread attention. Taking as exemplary the work of Jane Bennett and Graham Harman (yet also drawing on other figures within these ....
doi.org
September 18, 2025 at 12:48 PM
This Friday (9/12 10AM), ORG will read Alexander Galloway's article, "Golden Age of Analog". "This article will aim to define the analog explicitly and argue, perhaps counterintuitively, that the golden age of analog thinking was not a few decades past..."

www.journals.uchicago.edu/doi/abs/10.1...
Golden Age of Analog | Critical Inquiry: Vol 48, No 2
Abstract Digital and analog: What do these terms mean today? The use and meaning of such terms change through time. The analog, in particular, seems to go through various phases of popularity and disu...
www.journals.uchicago.edu
September 8, 2025 at 8:31 PM
This Friday (9/5 10AM) we’re closing out Leif Weatherby’s Language Machines, reading chapter 6 and the conclusion.
August 31, 2025 at 7:00 PM
This Friday (8/29 10AM) ORG will carry on discussing Chapter 5 of Leif Weatherby's Language Games.
August 26, 2025 at 11:36 PM
This Friday (8/22 10AM) ORG will carry on discussing Chapter 4 of Leif Weatherby's Language Games.
August 18, 2025 at 11:17 AM
Taking a one-week hiatus, on 8/15 @ 10AM ORG will carry on discussing Chapters 2 & 3 of Weatherby's Language Games: "The Eliza Effect Goes Global: Intelligence as Simulacrum", and "The Semiological Surround, or How Language is the Medium of Computation".
August 1, 2025 at 3:37 PM
Next Friday (8/1 10AM) we will carry on reading Language Machines, Ch.1: "...the humanities lost public and even academic status as the primary knowers of language in the [1990s high period of literary theory]; the recovery of the object is urgent for a world with language machines."
July 25, 2025 at 4:14 PM
This Friday (7/25 10AM), ORG will read the Introduction to @leifw.bsky.social's new book Language Machines.
www.upress.umn.edu/978145297351...
July 23, 2025 at 9:50 PM
This Friday (6/27 10AM) ORG will read Richard Groß's piece in AI & Society, "Stochastic contingency machines feeding on meaning: on the computational determination of social reality in machine learning"

link.springer.com/article/10.1...
Stochastic contingency machines feeding on meaning: on the computational determination of social reality in machine learning - AI & SOCIETY
In this paper, I reflect on the puzzle that machine learning presents to social theory to develop an account of its distinct impact on social reality. I start by presenting how machine learning has pr...
link.springer.com
June 24, 2025 at 6:03 PM
Next Friday (6/13 10AM), ORG will read Alan Diaz Alva's 2023 article in @meejatheory.bsky.social Media Theory, "Technics and Contingency: Ontological Productivity in Computation"

mediatheoryjournal.org/2024/02/20/a...
Alan Díaz Alva: Technics and Contingency
For the official version of record, see here: Díaz Alva, A. (2023). Technics and Contingency: Ontological Productivity in Computation. Media Theory, 7(2), 37–76. Retrieved from Technics a…
mediatheoryjournal.org
June 6, 2025 at 3:54 PM
This Friday (6/6 10AM) ORG will discuss @akarshkumar0101.bsky.social, Clune, Lehman & Stanley's paper, "Questioning Representational Optimism in Deep Learning: The Fractured Entangled Representation Hypothesis".
June 3, 2025 at 10:06 PM
Next week (5/30 10AM) ORG will conclude our reading of Overwijk's Cybernetic Capitalism, reading Chapter 4 and the Epilogue.
May 23, 2025 at 8:50 PM
Next week (5/23 10AM) we will continue with Overwijk's Cybernetic Capitalism, reading Chapter 3, "The Vitalist Alternative: Sympoietic Multitudes"
May 16, 2025 at 4:30 PM
Testing Bluesky-Mastodon profile bridge, do not adjust your sets
May 9, 2025 at 4:59 PM
Next week (5/16 10AM) we will carry on with Overwijk's Cybernetic Capitalism, reading Chapter 2, "Spiraling into Control: Paradoxes of Thermodynamic Rationalization"
May 9, 2025 at 4:30 PM
This Friday (5/9) ORG will be discussing Ch.1 of @jloverwijk.bsky.social's new book Cybernetic Capitalism: A Critical Theory of the Incommunicable. NB: We will be meeting one hour later than usual, at 11AM ET
May 6, 2025 at 1:52 PM
Next week (4/18 10AM) ORG will read Chapter 1 of Shaohua Guo's book, The Evolution of the Chinese Internet: Creative Visibility in the Digital Public.

www.sup.org/books/asian-...
The Evolution of the Chinese Internet | Stanford University Press
Despite widespread consensus that China's digital revolution was sure to bring about massive democratic reforms, such changes have not come to pass. While scholars and policy makers alternate between ...
www.sup.org
April 11, 2025 at 4:23 PM
Next week (4/11 10AM) ORG will read @machinemarx.bsky.social's recent article, "Value and Productive Labour in the Era of Digital Technologies: Revisiting the Digital Labour Debate", revisiting the digital labour debate to clarify and problematise its many different positions.
April 6, 2025 at 6:00 PM
On Friday, April 4th, ORG will be reading Shah Chirag and Emily M. Bender's 2024 article, "Envisioning Information Access Systems: What Makes for Good Tools and a Healthy Web?"

dl.acm.org/doi/10.1145/...
Envisioning Information Access Systems: What Makes for Good Tools and a Healthy Web? | ACM Transactions on the Web
We observe a recent trend toward applying large language models (LLMs) in search and positioning them as effective information access systems. While the interfaces may look appealing and the apparent ...
dl.acm.org
March 30, 2025 at 5:26 PM