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Ted Underwood

@TedUnderwood@sigmoid.social
  • Open on sigmoid.social

I use machine learning to study cultural history at the School of Information Sciences, UIUC. Also #generativeAI, #digitalhumanities, #sciencefiction, #computational #socialscience. Author of Distant Horizons (Chicago, 2019). #tfr #fedi22

3984 Followers
1231 Following
19 Posts
Joined November 08, 2022
book:
https://press.uchicago.edu/ucp/books/book/chicago/D/bo35853783.html
blog:
https://tedunderwood.com/
GitHub:
https://github.com/tedunderwood
Threads:
threads.net/@tedunderwoodillinois

Posts

Open post
TedUnderwood
Ted Underwood @TedUnderwood@sigmoid.social · Sep 01, 2024
Ted Underwood
@TedUnderwood@sigmoid.social

I use machine learning to study cultural history at the School of Information Sciences, UIUC. Also #generativeAI, #digitalhumanities, #sciencefiction, #computational #socialscience. Author of Distant Horizons (Chicago, 2019). #tfr #fedi22

sigmoid.social

A short blog post reflecting on an experience I've had lately: where students show up with a fully-formed solution to a problem I thought was still too difficult for them. What is AI doing to change the way we learn?
#machinelearning #LLMs

https://tedunderwood.com/2024/08/31/will-ai-make-us-overconfident/

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TedUnderwood
Ted Underwood @TedUnderwood@sigmoid.social · Jun 15, 2024
Ted Underwood
@TedUnderwood@sigmoid.social

I use machine learning to study cultural history at the School of Information Sciences, UIUC. Also #generativeAI, #digitalhumanities, #sciencefiction, #computational #socialscience. Author of Distant Horizons (Chicago, 2019). #tfr #fedi22

sigmoid.social

It used to be a philosophical question for science fiction writers, but it's becoming a practical problem for designers. https://tedunderwood.com/2024/06/15/should-artificial-intelligence-be-person-shaped/

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TedUnderwood
Ted Underwood @TedUnderwood@sigmoid.social · Jun 13, 2024
Ted Underwood
@TedUnderwood@sigmoid.social

I use machine learning to study cultural history at the School of Information Sciences, UIUC. Also #generativeAI, #digitalhumanities, #sciencefiction, #computational #socialscience. Author of Distant Horizons (Chicago, 2019). #tfr #fedi22

sigmoid.social

IMO Charlie Jane Anders
should get royalties on Apple Intelligence because the model of transparent AI — running mostly on mobile, quietly steering the user via reminders without ever quite becoming perceptible as a personality — is just a Caddy from All the Birds in the Sky.

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Open post
TedUnderwood
Ted Underwood @TedUnderwood@sigmoid.social · Apr 22, 2023
Ted Underwood
@TedUnderwood@sigmoid.social

I use machine learning to study cultural history at the School of Information Sciences, UIUC. Also #generativeAI, #digitalhumanities, #sciencefiction, #computational #socialscience. Author of Distant Horizons (Chicago, 2019). #tfr #fedi22

sigmoid.social
Replying to @compthink@sigmoid.social
@compthink@sigmoid.social I’ll give away a little of Yoav’s answer, because it’s kind of fascinating philosophically. What we needed to teach the models was, when to say “I don’t know.” And that’s not something we could teach by demonstration alone, because … we don’t know how much the model knows! Had to be dialogic.
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TedUnderwood
Ted Underwood @TedUnderwood@sigmoid.social · Apr 22, 2023
Ted Underwood
@TedUnderwood@sigmoid.social

I use machine learning to study cultural history at the School of Information Sciences, UIUC. Also #generativeAI, #digitalhumanities, #sciencefiction, #computational #socialscience. Author of Distant Horizons (Chicago, 2019). #tfr #fedi22

sigmoid.social

Absolutely revelatory piece from Yoav Goldberg casting light on an overlooked puzzle about last year: why did we need *reinforcement* learning (RLHF) to unlock the potential of language models? Why wasn’t supervised learning enough? #LLM #AI https://gist.github.com/yoavg/6bff0fecd65950898eba1bb321cfbd81

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TedUnderwood
Ted Underwood @TedUnderwood@sigmoid.social · Mar 19, 2023
Ted Underwood
@TedUnderwood@sigmoid.social

I use machine learning to study cultural history at the School of Information Sciences, UIUC. Also #generativeAI, #digitalhumanities, #sciencefiction, #computational #socialscience. Author of Distant Horizons (Chicago, 2019). #tfr #fedi22

sigmoid.social
Replying to @TedUnderwood@sigmoid.social
@dh Over on the bird site, @dbamman adds BERT as a data point, and it equals or out-performs GPT-4: https://twitter.com/dbamman/status/1637515288584527872
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TedUnderwood
Ted Underwood @TedUnderwood@sigmoid.social · Mar 19, 2023
Ted Underwood
@TedUnderwood@sigmoid.social

I use machine learning to study cultural history at the School of Information Sciences, UIUC. Also #generativeAI, #digitalhumanities, #sciencefiction, #computational #socialscience. Author of Distant Horizons (Chicago, 2019). #tfr #fedi22

sigmoid.social
Replying to @TedUnderwood@sigmoid.social
Many thanks to @simon and @quinnanya who shared code for using the Turbo API. Incidentally that happened here on Mastodon: Fediverse open science FTW!
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TedUnderwood
Ted Underwood @TedUnderwood@sigmoid.social · Mar 19, 2023
Ted Underwood
@TedUnderwood@sigmoid.social

I use machine learning to study cultural history at the School of Information Sciences, UIUC. Also #generativeAI, #digitalhumanities, #sciencefiction, #computational #socialscience. Author of Distant Horizons (Chicago, 2019). #tfr #fedi22

sigmoid.social

Blog post comparing #GPT4 to other forms of text analysis. tl;dr: Yes, it's more accurate, but the real advantage is that it thinks out loud and can argue with you. #LLM #AI @dh@a.gup.pe https://tedunderwood.com/2023/03/19/using-gpt-4-to-measure-the-passage-of-time-in-fiction/

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TedUnderwood
Ted Underwood @TedUnderwood@sigmoid.social · Feb 20, 2023
Ted Underwood
@TedUnderwood@sigmoid.social

I use machine learning to study cultural history at the School of Information Sciences, UIUC. Also #generativeAI, #digitalhumanities, #sciencefiction, #computational #socialscience. Author of Distant Horizons (Chicago, 2019). #tfr #fedi22

sigmoid.social

This whole post by @benmschmidt@vis.social is great, but this passage honestly should become *the* canonical way of thinking about #LLM and personality. It's better than the Shoggoth. https://benschmidt.org/post/2023-02-19-sydney/

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TedUnderwood
Ted Underwood @TedUnderwood@sigmoid.social · Feb 16, 2023
Ted Underwood
@TedUnderwood@sigmoid.social

I use machine learning to study cultural history at the School of Information Sciences, UIUC. Also #generativeAI, #digitalhumanities, #sciencefiction, #computational #socialscience. Author of Distant Horizons (Chicago, 2019). #tfr #fedi22

sigmoid.social

Everyone knows when you meet the fay folk, you don't eat the food. Maybe we need a similar set of mores about AI? E.g., don't talk to a model about Jung and ask whether it has a "shadow self." Nothing good will come of that.

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TedUnderwood
Ted Underwood @TedUnderwood@sigmoid.social · Jan 28, 2023
Ted Underwood
@TedUnderwood@sigmoid.social

I use machine learning to study cultural history at the School of Information Sciences, UIUC. Also #generativeAI, #digitalhumanities, #sciencefiction, #computational #socialscience. Author of Distant Horizons (Chicago, 2019). #tfr #fedi22

sigmoid.social

New article by Whitney Arnold & Corey Arnold topic-modeling The Monthly Review (1749-1844). @dh@a.gup.pe https://www.tandfonline.com/doi/full/10.1080/10509585.2022.2158460?needAccess=true

a.gup.pe

gup.pe - Página informativa

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TedUnderwood
Ted Underwood @TedUnderwood@sigmoid.social · Jan 26, 2023
Ted Underwood
@TedUnderwood@sigmoid.social

I use machine learning to study cultural history at the School of Information Sciences, UIUC. Also #generativeAI, #digitalhumanities, #sciencefiction, #computational #socialscience. Author of Distant Horizons (Chicago, 2019). #tfr #fedi22

sigmoid.social

"Lena." A short story in the form of a Wikipedia entry from the future. By qntm. You need to be in a mood for pretty dark humor. https://qntm.org/mmacevedo

qntm.org

Lena @ Things Of Interest

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Open post
TedUnderwood
Ted Underwood @TedUnderwood@sigmoid.social · Jan 13, 2023
Ted Underwood
@TedUnderwood@sigmoid.social

I use machine learning to study cultural history at the School of Information Sciences, UIUC. Also #generativeAI, #digitalhumanities, #sciencefiction, #computational #socialscience. Author of Distant Horizons (Chicago, 2019). #tfr #fedi22

sigmoid.social

Hypothesis: #LLM are going to make the distinction between "distant" and "close" reading pretty much moot in 5 yrs, by a) reducing barriers to entry for large-scale analysis and b) making it possible to do fun and revealing computational things at a much smaller scale, even with slippery questions about character and plot. @dh@a.gup.pe

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TedUnderwood
Ted Underwood @TedUnderwood@sigmoid.social · Jan 12, 2023
Ted Underwood
@TedUnderwood@sigmoid.social

I use machine learning to study cultural history at the School of Information Sciences, UIUC. Also #generativeAI, #digitalhumanities, #sciencefiction, #computational #socialscience. Author of Distant Horizons (Chicago, 2019). #tfr #fedi22

sigmoid.social
Replying to @TedUnderwood@sigmoid.social
I'm glad IHE did this round-up to explore the range of opinion. Do people see much consensus emerging yet? My initial impression is no: everyone's coming at the question differently.
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Open post
TedUnderwood
Ted Underwood @TedUnderwood@sigmoid.social · Jan 12, 2023
Ted Underwood
@TedUnderwood@sigmoid.social

I use machine learning to study cultural history at the School of Information Sciences, UIUC. Also #generativeAI, #digitalhumanities, #sciencefiction, #computational #socialscience. Author of Distant Horizons (Chicago, 2019). #tfr #fedi22

sigmoid.social
Replying to @TedUnderwood@sigmoid.social
I suspect my take is not what people want to hear, but it’s that we need to prepare students for the long run, which means not just adjusting assignments but helping them understand the technology.
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Open post
TedUnderwood
Ted Underwood @TedUnderwood@sigmoid.social · Jan 12, 2023
Ted Underwood
@TedUnderwood@sigmoid.social

I use machine learning to study cultural history at the School of Information Sciences, UIUC. Also #generativeAI, #digitalhumanities, #sciencefiction, #computational #socialscience. Author of Distant Horizons (Chicago, 2019). #tfr #fedi22

sigmoid.social

A round-up of academic opinion about how to respond to #ChatGPT. Includes @amills@mastodon.oeru.org, @pfyfe@hcommons.social, and me. #LLM https://www.insidehighered.com/news/2023/01/12/academic-experts-offer-advice-chatgpt

sigmoid.social

Sigmoid Social

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Open post
TedUnderwood
Ted Underwood @TedUnderwood@sigmoid.social · Jan 01, 2023
Ted Underwood
@TedUnderwood@sigmoid.social

I use machine learning to study cultural history at the School of Information Sciences, UIUC. Also #generativeAI, #digitalhumanities, #sciencefiction, #computational #socialscience. Author of Distant Horizons (Chicago, 2019). #tfr #fedi22

sigmoid.social

Got my first update from @quintsns@mastodon.uno. If you follow it, the bot summarizes links shared by people you follow. Might be nice if there were room for a title, but nbd. It does 80% of what I would want an algorithmic #timeline to do!

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TedUnderwood
Ted Underwood @TedUnderwood@sigmoid.social · Dec 19, 2022
Ted Underwood
@TedUnderwood@sigmoid.social

I use machine learning to study cultural history at the School of Information Sciences, UIUC. Also #generativeAI, #digitalhumanities, #sciencefiction, #computational #socialscience. Author of Distant Horizons (Chicago, 2019). #tfr #fedi22

sigmoid.social
Replying to @paulg@mas.to
@paulg @ifvictr if you’re in the advanced web interface the icon looks like three lines with little circles on them, at the top of each column; to me they look like sliders rather than dials; i forget how it looks on the ordinary one-column interface. You turn off the noise for each category of notification.
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Open post
TedUnderwood
Ted Underwood @TedUnderwood@sigmoid.social · Dec 19, 2022
Ted Underwood
@TedUnderwood@sigmoid.social

I use machine learning to study cultural history at the School of Information Sciences, UIUC. Also #generativeAI, #digitalhumanities, #sciencefiction, #computational #socialscience. Author of Distant Horizons (Chicago, 2019). #tfr #fedi22

sigmoid.social
Replying to @andrey@sigmoid.social
@andrey@sigmoid.social Thanks for your service; this instance has been really important in a crisis. It does search well; it has a translate button; it's responsive. No complaints!
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