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Richard Jean So

@richardjeanso

Duke English Prof, Rhodes Chair in DH Cultural Analytics | Digital Humanities | AI Research Book: FAST CULTURE, SLOW JUSTICE (Columbia UP, forthcoming) New Paper: "Why Slop Matters" (ACM - AI Letters, January 2026) https://richardjeanso.github.io/

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06.10.2023
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Latest posts by Richard Jean So @richardjeanso

Cool job alert for a historian/humanities person with technical skills/training to work on a meaningful, public-facing project that will have positive social impact. Also work with a very smart and cool person/scholar. (Also having just moved down to the region, Richmond VA is a great place to live)

06.03.2026 17:51 ๐Ÿ‘ 3 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

This is awesome thanks, one of my students is a C19 PhD student.

05.03.2026 12:30 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

ohhh this is so great!!! thanks

04.03.2026 20:59 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Oh cool, thanks, this looks excellent.

04.03.2026 20:50 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Yeah the clean-ness is everything, so students don't have to spend 10 hours cleaning data which really kills the fun of the work.

04.03.2026 20:24 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Oh awesome, I did not know but amazing and convenient!

04.03.2026 20:24 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Oh this is amazing, thanks, I had no idea but very cool

04.03.2026 20:21 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

That's right this dataset is amazing esp for literary and cultural analysis, thanks my dude

04.03.2026 20:21 ๐Ÿ‘ 2 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

I know the Old Bailey corpus which is great, thanks

04.03.2026 20:21 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

Thanks this is awesome

04.03.2026 20:21 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Mainly automated text analysis methods, so language based corpora would probably be most convenient.

04.03.2026 20:17 ๐Ÿ‘ 0 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Half way done teaching Intro to Python for humanities - been great! Anyone have ideas for public datasets focused on culture for students to work on for final projects? @mellymeldubs.bsky.social @laurenfklein.bsky.social @nolauren.bsky.social @dmimno.bsky.social @tedunderwood.com @mariaa.bsky.social

04.03.2026 19:21 ๐Ÿ‘ 15 ๐Ÿ” 7 ๐Ÿ’ฌ 11 ๐Ÿ“Œ 1

A ton of great people are on this paper; just who I am aware is on Bluesky: @ruthahnert.bsky.social @mariaa.bsky.social @mmvty.bsky.social @tedunderwood.com @hoytlong.bsky.social @ryanheuser.com @mattwilkens.bsky.social Sorry for missing others! And thanks to Cody Kommers + Drew Hemment for leading!

02.03.2026 18:30 ๐Ÿ‘ 5 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

For what we are now coining "the interpretative turn" for AI research, I think about this a lot: how improving AI decision making often requires a first order step of *interpretation*, before any decision-making optimization can even occur. Meaning has to be adduced before it can know what to do.

02.03.2026 18:26 ๐Ÿ‘ 2 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

This paper has 38 authors on it which was cool bc we cover a lot of ground from different disciplines to tackle a shared question: how to enable greater capacity for gen AI pluralism, context awareness, etc. For the human interaction component, I learned a ton from co-authors in HCI, in particular.

02.03.2026 18:25 ๐Ÿ‘ 2 ๐Ÿ” 0 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0
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Frontiers | Computational hermeneutics: evaluating generative AI as a cultural technology Generative AI (GenAI) systems are increasingly recognized as cultural technologies, yet current evaluation frameworks often treat culture as a variable to be...

I'm excited to be a co author on this new paper, "Computational Hermeneutics," with a bunch of other great scholars from the humanities + computer science. In it, we lay out concepts for evaluating gen AI's capacity for interpretation esp ambiguity, context, etc. www.frontiersin.org/journals/art...

02.03.2026 18:23 ๐Ÿ‘ 27 ๐Ÿ” 7 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 1
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Bellwether Postdoctoral Scholar - School of Information University of California, Berkeley is hiring. Apply now!

Cool postdoc opportunity at UC Berkeley I-school: their Cultural Analytics group is looking for a humanist/computational methods researcher to work on computational narratology & culture. Work with some great people there like Tim Tangherlini + @dbamman.bsky.social. aprecruit.berkeley.edu/JPF05222

27.02.2026 17:59 ๐Ÿ‘ 4 ๐Ÿ” 2 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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AI and the humanities: Across the Princeton campus, an era of collaboration is underway. Princeton has firmly established its presence at the forefront of AI research โ€” including transformative work in humanities scholarship.

Cool story f/ Princeton about a positive vision of integrating AI in the humanities, where the interface advances both humanistic & AI research as equal partners. And featuring some projects + scholars I think are great like @mmvty.bsky.social + @vierth.bsky.social. www.princeton.edu/news/2026/02...

25.02.2026 17:59 ๐Ÿ‘ 26 ๐Ÿ” 4 ๐Ÿ’ฌ 3 ๐Ÿ“Œ 0

I missed this when @mellymeldubs.bsky.social first posted this but this is awesome - we always assume we know what people are reading when we talk about fiction, but here we see the truth is weirder & more interesting. Like sci-fi is huge! We really need more human-centered studies of the arts.

23.02.2026 18:00 ๐Ÿ‘ 6 ๐Ÿ” 1 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

This is a great thread about the victory of digital humanities as its normalization/mainstreaming in the humanities; one point I'll underscore is: if you're a humanities PhD student or have PhD students who want a TT job, what depts really need/want are digital skills, both applied and/or critical.

20.02.2026 18:24 ๐Ÿ‘ 5 ๐Ÿ” 3 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Really good position paper on a legitimately urgent question - how humanists/historians can actively participate in, shape & organize the explosion of digitized historical data across commercial + public contexts. We can't sit this one out. The call for standards & norms is esp well taken + crucial.

16.02.2026 17:43 ๐Ÿ‘ 19 ๐Ÿ” 8 ๐Ÿ’ฌ 2 ๐Ÿ“Œ 0

Academic slop is out of control but what I'm getting from papers like this one f/ @mariaa.bsky.social is that the cure is worse than the poison; methods to filter out AI academic slop on arxiv etc are (1) unreliable + (2) unfairly punish specific groups like junior scholars: arxiv.org/pdf/2601.17036

13.02.2026 17:46 ๐Ÿ‘ 8 ๐Ÿ” 1 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0
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Conference on Society-Centered AI - #SCAI2026 Register now for the Conference on Society-Centered AI at Duke on Feb. 12-14, 2026. Learn from top researchers in artificial intelligence.

Tomorrow Thu @1pm I'm presenting a talk, "Talking to the Dead: The Social Case for AI Hallucinations" for Duke's Society-centered AI conference! I'll be talking about AI simulation/confabulation for historical memory/reconstruction. We're expecting +800 attendees + participants! sites.duke.edu/scai/

11.02.2026 17:48 ๐Ÿ‘ 3 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Cool postdoc: hiring someone with training in philosophy + computational methods to study how AI is transforming epistemic norms & practices across academic fields of knowledge. Can vouch the PI is both a fantastic advisor & person. Great academic network too: Purdue to CMU to Chicago to Princeton.

09.02.2026 20:10 ๐Ÿ‘ 6 ๐Ÿ” 3 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

Spent a few days going deep into #Moltbook - wild, as they say. Pretty unprecedented and mind bending but the social science literature on platform simulation is actually very good at anticipating what we're seeing today; see @chrisbail.bsky.social's PNAS below review for a rich & helpful account.

06.02.2026 18:06 ๐Ÿ‘ 3 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

If you're interested in slop, you'll find this paper's attempt to define AI slop interesting. They identify 3 "prototypical properties of slop: superficial competance, asymmetric effort and mass producibility. Also 3 "dimensions of variability", why was it created, how personalized, how surreal.

05.02.2026 13:08 ๐Ÿ‘ 9 ๐Ÿ” 3 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

I love it! As we keep writing on this topic, we keep wondering if writing on slop is itself a version of (academic) slop, so I am with you all here 100%. But yeah, we hope we say a few interesting things regardless!

04.02.2026 22:52 ๐Ÿ‘ 1 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

I could not agree more, in bold again: Janice Radway, READING THE ROMANCE. The original & best study of reader reception of mass culture that is both critical of culture industry & respects the preferences/desires of ordinary people. So glad this book is getting its due again, 20 years later.

04.02.2026 21:55 ๐Ÿ‘ 4 ๐Ÿ” 0 ๐Ÿ’ฌ 0 ๐Ÿ“Œ 0

100% - we'll be asking *why they like slop & *how do they use it + from there we can be skeptical & parse the culture industry dynamics of desire you describe so well. In the end tho, I'm a Stuart Hall moderate - I do think we can *partly trust what people say about themselves, "they're not dupes"

04.02.2026 20:31 ๐Ÿ‘ 2 ๐Ÿ” 1 ๐Ÿ’ฌ 1 ๐Ÿ“Œ 0

Thanks Dan & yes I agree - in a longer version we're doing, we have more nuance (this paper is more contrarian) - we account for slop as optimizing for virality, attention etc. That said it's partly an empirical question, which we're testing now. I think we underestimate the human appetite for slop.

04.02.2026 20:11 ๐Ÿ‘ 5 ๐Ÿ” 1 ๐Ÿ’ฌ 2 ๐Ÿ“Œ 0