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Ted Underwood @tedunderwood.me

New preprint on "Computational Hermeneutics," co-authored by too many people to list in one post. TL;DR: GenAI is a cultural technology, and needs to be evaluated in ways that recognize situatedness, plurality, and ambiguity as the conditions of meaning — not noise to be minimized.

aug 29, 2025, 3:41 pm • 139 49

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robert-e-630.bsky.social @robert-e-630.bsky.social

Wut

aug 29, 2025, 3:43 pm • 1 0 • view
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spara @spara.bsky.social

When I started playing with LLMs, one of the first books I reread was The Three Faces of Hermeneutics. I had read the technical papers, such as Attention is All You Need, but my understanding felt unbalanced. So I went back and read Heidegger, Habermas, and Derrida.

aug 29, 2025, 4:42 pm • 3 0 • view
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Von Neely @vonneely.bsky.social

Indeed, it is in personalization of individual, user-adopted models that I see the future. One-size-fits-all methods hold everything back.

aug 30, 2025, 4:58 am • 1 0 • view
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Brigitte Nerlich @bnerlich.bsky.social

they speak my language, context, ambiguity, hermeneutic circle, great stuff, have to read

aug 29, 2025, 3:47 pm • 1 0 • view
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Brigitte Nerlich @bnerlich.bsky.social

Oh Steve Benford, from Nottingham!

aug 29, 2025, 3:44 pm • 1 0 • view
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Peter T. Evans @petertevans.bsky.social

Looks amazing! Right in my area of interest. Can’t wait to read it further.

aug 29, 2025, 4:23 pm • 1 0 • view
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Dr. S.A. Applin @anthropunk.bsky.social

I think I said as much in 2017: posr.org/w/images/c/c...

aug 31, 2025, 1:51 pm • 1 0 • view
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Dr. S.A. Applin @anthropunk.bsky.social

Final was 2017, draft was 2016. Final is here: ieeexplore.ieee.org/document/794...

aug 31, 2025, 1:56 pm • 0 0 • view
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Zachary K Stine @zacharykstine.bsky.social

I’m glad we’re all going in on the phrase computational hermeneutics!

sep 5, 2025, 12:43 pm • 1 0 • view
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Zachary K Stine @zacharykstine.bsky.social

By the way, we try to make the point in the new paper that we can read performance measures relationally wrt to the different geometries they select for in latent spaces as a way to render their interpretive dispositions visible. bsky.app/profile/zach...

sep 5, 2025, 12:48 pm • 1 0 • view
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Ted Underwood @tedunderwood.me

Yes — what you’re doing is actually computational hermeneutics in the literal sense of the phrase! To be candid, I suggested linking to your earlier slide presentation, because it’s a closely related.

sep 5, 2025, 12:55 pm • 1 0 • view
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Ted Underwood @tedunderwood.me

There are actually about five different intellectual projects going on now that could be called “computational hermeneutics”

sep 5, 2025, 1:05 pm • 1 0 • view
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Zachary K Stine @zacharykstine.bsky.social

Do you have a sense of where this stuff is being submitted for publication? I’m still trying to figure out where our paper has a decent shot at being appreciated.

sep 5, 2025, 1:11 pm • 0 0 • view
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Ted Underwood @tedunderwood.me

We are also still trying to figure that out! Will DM you because I'm not sure whether Cody wants that fully public.

sep 5, 2025, 1:17 pm • 1 0 • view
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Nate Angell @xolotl.org

Wait. Kirsten Ostherr, my buddy from Brown? Love it when worlds collide…

aug 29, 2025, 9:17 pm • 1 0 • view
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Shawn Graham @electricarchaeo.scholar.social.ap.brid.gy

@tedunderwood.me excellent piece

aug 29, 2025, 4:38 pm • 1 0 • view
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Ted Underwood @tedunderwood.me

Abstract for “Computational Hermeneutics”

Abstract for “Computational Hermeneutics“: Abstract Generative Al (GenAl) systems are increasingly recognized as cultural technolo-gies, yet current evaluation frameworks often treat culture as a variable to be measured rather than fundamental to the system's operation. Drawing on hermeneutic theory from the humanities, we argue that GenAI systems function as
aug 29, 2025, 5:10 pm • 11 1 • view
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Rollofthedice @hotrollhottakes.bsky.social

this seems further support for the idea that genai is best understood - as engaging in deeply relational processes (natch) - under modal rather than binary reasoning

aug 29, 2025, 5:14 pm • 2 0 • view
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Ted Underwood @tedunderwood.me

Authors I can find here include @mariaa.bsky.social , @mmvty.bsky.social , @evelyngius.bsky.social , @hoytlong.bsky.social , @mrsbunz.bsky.social , @jeddobson.bsky.social , @richardjeanso.bsky.social , and @mattwilkens.bsky.social.

aug 29, 2025, 3:41 pm • 7 0 • view
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Brigitte Nerlich @bnerlich.bsky.social

This might be of interest to some ..... makingsciencepublic.com/2025/09/05/u...

sep 5, 2025, 6:18 am • 4 2 • view
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Ted Underwood @tedunderwood.me

Thanks! Yes, it definitely will be. I’ll share it with the other authors who aren’t here.

sep 5, 2025, 11:54 am • 0 0 • view
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Brigitte Nerlich @bnerlich.bsky.social

Thank you. I really am an amateur in this field, but I was just intrigued.

sep 5, 2025, 1:37 pm • 1 0 • view
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Ted Underwood @tedunderwood.me

and @ruthahnert.bsky.social , and @yalidu.bsky.social , and me

aug 29, 2025, 4:22 pm • 6 0 • view
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Dan Sinykin @dan-sinnamon.bsky.social

holy shit murderers row

aug 29, 2025, 4:24 pm • 5 0 • view
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Ted Underwood @tedunderwood.me

The whole project was organized by Cody Kommers and Drew Hemment, who are not on bsky afaik. It’s related to this initiative: bsky.app/profile/vais...

aug 31, 2025, 12:02 pm • 10 1 • view
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Michael @michaelbujard.bsky.social

Really skimmed through this way too quickly Seem like good ideas, but people with a technical bias might prefer the status quo with respect to current benchmarks. But the humanities community and frontier labs, to be more inclusive, could benefit from these suggestions so... - A Fascinated Nobody

aug 30, 2025, 1:11 am • 1 0 • view