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scott b. weingart

@scottbot.bsky.social

past: circus performer; historian of science; librarian; grantmaker; chief data & evaluation officer at NEH. present: dad; resident scholar at dartmouth; chief technology officer at the library of virginia. personal account. https://scottbot.github.io

3,479 Followers  |  1,597 Following  |  153 Posts  |  Joined: 24.05.2023  |  2.3591

Latest posts by scottbot.bsky.social on Bluesky

Show Me the Data: New Practices for Historical Sources | Transactions of the Royal Historical Society | Cambridge Core Show Me the Data: New Practices for Historical Sources

@kmcdono.bsky.social @danielwilson.bsky.social and I have a new OA article out: eur01.safelinks.protection.outlook.com?url=https%3A... It’s about the fragmented landscape of historical data, and what we can do about it to improve discoverability, sustainability and reuse.

13.02.2026 12:33 β€” πŸ‘ 36    πŸ” 24    πŸ’¬ 1    πŸ“Œ 4

Not even joking, really. If DH is dead, it's kind of a glorious, reverberating death with many afterlives. As @ryancordell.org points out, this work is everywhere now. Industry, too, and elsewhere beyond academia.

16.02.2026 16:16 β€” πŸ‘ 7    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

(is the title and first line of a paper that does not exist)

16.02.2026 15:49 β€” πŸ‘ 5    πŸ” 0    πŸ’¬ 2    πŸ“Œ 0

"In Our Whale Fall Era: The Delicious Deaths and Afterlives of the Digital Humanities"

"A term now more often tolerated than celebrated by friend and foe alike, digital humanities may have finally outlived its tactical convenience. Like the whale carcass that sinks then floats then sinks again, Dβ€”"

16.02.2026 15:49 β€” πŸ‘ 15    πŸ” 1    πŸ’¬ 1    πŸ“Œ 0

hi me too plz thank you =]

16.02.2026 15:43 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
Preview
What Instagram and Community Colleges Tell Us about the Future of Digital Humanities Abstract. Two recent volumes illustrate the resilience of established critical approaches in literary studies, the potential use value of quantitative and

Matt Wilkens on the end of DH:
"The steady state of DH, which I once believed was to be fully
subsumed within the humanities, now looks much more likely to involve the diffusion of humanistic knowledge into disciplines...constitutively quantitative and computational" academic.oup.com/alh/article-...

15.02.2026 20:51 β€” πŸ‘ 34    πŸ” 4    πŸ’¬ 3    πŸ“Œ 5

As a historian and a sentimental, I'm not even comfortable with people's traces gracefully degrading until not even a memory is left. But the AI angle does feel worse when I'm in certain moods: like a zombie afterlife, a face twisted but recognizable.

16.02.2026 15:25 β€” πŸ‘ 2    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0
Job announcement: The College of Fine Arts and the School of Art at Carnegie Mellon University seek a collaborative and strategic leader to serve as the next Head of School.

Job announcement: The College of Fine Arts and the School of Art at Carnegie Mellon University seek a collaborative and strategic leader to serve as the next Head of School.

#JobAlert! Friends, my department, the School of Art at @cmu.edu in Pittsburgh, seeks a new Head β€” come be my boss! www.imsearch.com/open-searche...

15.02.2026 23:48 β€” πŸ‘ 10    πŸ” 6    πŸ’¬ 0    πŸ“Œ 0

I suppose I'd consider that the equivalent of putting them in the kitchen: pulling the website up and showing them a prompt or two.

15.02.2026 23:44 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

I don't think so. It'd more be like you gave them a magic button that made nearly perfect looking, delicious food every time, but sometimes it's accidentally filled with arsenic. But it still tastes good.

15.02.2026 23:27 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 2    πŸ“Œ 1

This thread is bizarrely relevant.

15.02.2026 18:11 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

I am sure it is brilliant, but I would not give Zotero write access to my closest loved ones nor to my academic heroes.

15.02.2026 17:49 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

and it's *so easy* 😍

15.02.2026 15:14 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

I do love pudding-based tools (as in: the proof is in the). And to be clear, I've been amazed and delighted by Zotero mcp, my little vibe coded GEDCOM parser, etc. Not criticizing, just thinking out loud.

15.02.2026 14:46 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Yeah that makes sense, and I like that aspect of it. Certainly the aspect of personal control, as @mkirschenbaum.bsky.social suggests. Are you spending any time with the students diving into the code? How do you keep it honest?

15.02.2026 14:05 β€” πŸ‘ 4    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

I like that exercise a lot. I suppose where I draw the line of concern is research analytics and the results therefrom, in an educational context. (Not sure why, because both research analytics code and everyday tooling code have distance-to-what's-going-on implications, in different directions.)

15.02.2026 13:55 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Caveat: besides one-off workshops, the last class I taught was the first semester ChatGPT made a splash, so I really have no idea what I'm talking about with respect to teaching in the age of language models. Caveat emptor. Trust people like @anasalter.bsky.social who still teach regularly. (10/10)

15.02.2026 13:52 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Obviously I've no idea how @anasalter.bsky.social teaches so this isn't a criticism of the presentation or teaching style. But I do worry about the increased distance between algorithm and interpretation in pedagogical contexts, which was already bad with one-button human-developed tools. (9/10)

15.02.2026 13:48 β€” πŸ‘ 3    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

But for DH students especially, there's often not enough curricular scaffolding / enough time in the course calendar to really dive into the mechanisms of the algorithms, which (I think) makes them even more dangerous from vibe coding than from the more-documented Voyant. (8/?)

15.02.2026 13:45 β€” πŸ‘ 5    πŸ” 0    πŸ’¬ 2    πŸ“Œ 0

That's maybe okay for the first time a student is introduced to a conceptβ€”not how I teach it, but I understand the pedagogical use of showing a student the easy way first and then zooming into what's actually going on underneath.

(7/?)

15.02.2026 13:43 β€” πŸ‘ 0    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

I'm not against claude coding solutions, even in teaching, but I do worry about it increasing the distance even further between what the math/code is doing and interpretations/conclusions.

(6/?)

15.02.2026 13:42 β€” πŸ‘ 12    πŸ” 2    πŸ’¬ 2    πŸ“Œ 0

That argument and realization deeply shaped how I teach, always trying to open the black box of software so people really understand what the heck is going on, lest they go entirely askew with their interpretations.

(5/?)

15.02.2026 13:39 β€” πŸ‘ 8    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

It turns out link directionality has serious implications for how you interpret the metrics of the network. Like you would assume opposite conclusions for e.g., centrality if you assumed link direction was opposite to what the software assumed was normal. Both were legitimate interpretations. (4/?)

15.02.2026 13:37 β€” πŸ‘ 4    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

In the end she wonβ€”it was her project after all. When citation chains were extracted, they were forward-facing.

This was documented, but hidden a billion pages deep in the manual. In related software, that directional decision was also a billion layers deep or entirely non-existent.

(3/?)

15.02.2026 13:35 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

in the field) considered the default direction of links in the network to go *from* cited articles *to* citing articles, indicating the flow of ideas. I considered it the other way (from citing to cited), indicating authorial choice. Sort of an information science vs. history of science split. (2/?)

15.02.2026 13:32 β€” πŸ‘ 5    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

(cc @elotroalex.bsky.social) Hmm, bear with me for this longish thread.

(1/?)

When I used to build research software for citation/network analysis, I had this years-long argument with the head of one of our projects. Our tool extracted citation networks from bibliographies. She (along with many

15.02.2026 13:30 β€” πŸ‘ 6    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

Wishing you strength. Maybe you can have your AI agent take it for you.

15.02.2026 02:06 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

I bet AI training is even worse than, say, leadership or bias training, because at least the people paying for it can watch and say "nah, this is bad". When AI gets thrown in people's brains turn off as though it's all some incomprehensible mystery, as impossible to evaluate as it is to understand.

15.02.2026 02:01 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

I'm not even anti AI (or I suppose I'm pro whatever AI will be in thirty years while anti what it mostly is today), but those trainings are mind-boiling. I suppose pretty much all pre-boxed staff trainings are the same, but the AI stuff is even moreso somehow.

15.02.2026 01:54 β€” πŸ‘ 4    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0

"The high school English classroom is the most influential literary institution in the United States, and the most overlooked by literary scholars."

14.02.2026 19:17 β€” πŸ‘ 10    πŸ” 4    πŸ’¬ 1    πŸ“Œ 0

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