Generative AI & Fictionality: How Novels Power Large Language Models
Generative models, like the one in ChatGPT, are powered by their training data. The models are simply next-word predictors, based on patterns learned from vast amounts of pre-existing text. Since the ...
New paper w/ @teddyroland.bsky.social on "How fiction powers generative AI systems." We designed a computational experiment to test the impact of the vast amount of fiction in LLM training data on how LLMs communicate, w/ implications for both AI design + literary theory. arxiv.org/abs/2603.01220
11.03.2026 16:58
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(This course came about from feedback that students are being placed between market imperatives to USE AI and instructor-level discipline-and-punish policies. But I also wanted to explore a corpus of literary works by Lillian-Yvonne Bertram, Ben Lerner, Vauhini Vara et al. who respond to gen AI.)
11.03.2026 16:56
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Major assessments consist of creative projects with critical process commentary, using writing as a method of inquiry into questions of AI, authorship, and textual production. Emphasis is placed on ethical use and professional judgment.
11.03.2026 16:56
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The course adopts a non-punitive, exploratory approach to AI engagement, emphasizing experimentation, iterative revision, and transparent reflection in order to support informed, critical decisions about when, how, and whether AI systems should be used.
11.03.2026 16:56
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Students engage scholarship from critical AI studies, authorship studies, and writing and textual history alongside contemporary literary and cultural works responding to AI or algorithmic writing tools.
11.03.2026 16:56
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A new course I'll be teaching Spring 2027
Authorship After Automation: Writing, Creativity, and Generative AI
This graduate course examines generative AI writing tools as information systems that produce, circulate, and transform text across creative, academic, and professional contexts. ...
11.03.2026 16:56
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My blood pressure wishes they hadn't.
08.03.2026 19:47
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The problem is I've written like AI my whole life. I love colons and em dashes and comparative "X rather than Y" framing and lists of three things.
08.03.2026 15:55
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Did the Greeks act upon an emotional belief in the gods >>>> Did the Greeks really believe in the gods
08.03.2026 14:47
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Lowkey tho I kinda thought we all knew this was happening as it was happening
08.03.2026 14:43
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You know what really sets the humanities back from taking a rigorous approach to AI? The state siccing AI on the humanities
07.03.2026 22:57
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MLA, ACLS, and AHA lawsuit reveals use of ChatGPT in illegal termination of grants by DOGE. Motion for summary judgment asserts violations of the First Amendment; violations of the Equal Protection Clause; and violation of the separation of powers. mla.org/NEH-Lawsuit
The MLA, @acls1919.bsky.social, and @historians.org have filed a motion for summary judgment in our lawsuit to restore the NEH. Discovery documents reveal that DOGE rather than the acting chair led grant terminations and targeted grants using ChatGPT. More at mla.org/NEH-Lawsuit
07.03.2026 20:22
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When DOGE Unleashed ChatGPT on the Humanities
Huge NYT article on the back story of those two weeks in March/April 2025 when DOGE illegally terminated hundreds of NEH grants. Gift link!!
www.nytimes.com/2026/03/07/a...
07.03.2026 20:34
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Man I was really taking a break from subject-verb agreements in this thread.
06.03.2026 20:46
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This is part of what I'll contribute to the "AI in the Classroom" roundtable at the AmLitAssoc conference in Chicago. Hope to see some of you there!
06.03.2026 20:36
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And this cognitive process should transparently be a course learning objective.
06.03.2026 20:34
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And close reading as we ambiently understand it in the undergraduate classroom requires embodied and processual attention (the other half of the "Stop the Cop Shit" essay). AI restrictions should then be framed as protecting a cognitive process, not enforcing authorship or academic integrity.
06.03.2026 20:34
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The field can't agree on modes of reading, so courses form amorphously around the ambiently implied modes favored by the instructor. It's, I think, permissible to just state these outright to the students. Historical reading and close reading are fine if not exhaustive LOs.
06.03.2026 20:34
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Ironically the thing that can help you reverse-engineer learning objectives from your preexisting material is generative AI. But it's not necessary. The bigger obstacle to learning objectives in literary studies is methodological uncertainty.
06.03.2026 20:34
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This intentionality creates the more felicitous conditions for a 'community of inquiry' model of learning that has long served the discussion-oriented lit crit course. Whereas unscaffolded and often uninformed proscriptions against a ubiquitous technology creates a space of anxiety and distrust.
06.03.2026 20:34
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This creates a lack of transparency to the students who just experience proscriptions as disciplinary ("cop shit"), which erodes trust in the classroom and instructor and learning process. Whereas process-focused learning objectives that stress embodied pathways to discovery feels more intentional.
06.03.2026 20:34
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I think it's important for those banning AI in the classroom to separate disciplinary vs pedagogical AI proscriptions. It's hard to do this without learning objectives that align your pedagogy, and not many lit crit classrooms have learning objectives.
06.03.2026 20:34
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The provocative scenes were SO FLAT.
04.03.2026 01:14
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For instance, I am DEEPLY SCARED about what this means for the future of my own children. At the same time that I am SO EXCITED that it has made all my student assignments more accessible.
03.03.2026 17:56
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It still codes to me as "wake up!" But certainly there is exuberance in exploring this as a new and powerful tool. But that exuberance does not necessarily indicate a politics of unregulated AI evangelism.
03.03.2026 17:55
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I think the author's lane -- and PS this was generated by Claude -- is, "AI has changed social-science workflows, wake up!" I'm not seeing it as a net cheerleader for AI. Legislators', ethicists', activists' lane should be REGULATE REGULATE REGULATE.
03.03.2026 17:45
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As for individuals, you get to the same conundrum of, I shouldn't eat meat. I shouldn't drive a car. I shouldn't be on social media. I shouldn't use streaming. But, here we are.
03.03.2026 17:31
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R1 institutions are going full-force AI for a number of reasons but 1 is that they'd be fully left behind in grant money if they didn't. So that ain't happenin.
03.03.2026 17:31
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The kind of collective action that we can't seem to muster to do literally anything else.
03.03.2026 17:28
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