Digital humanist @Oxford_VGG; book historian;. Chapbooks, computer vision, Dante. @chapbookpro.bsky.social

Joined August 2012
44 Photos and videos
Delighted to be awarded funding under this programme for a project with the amazing @manc_italian and other brilliant colleagues at @Oxford_VGG and @TheJohnRylands. We'll be working on print and difference.
JUST ANNOUNCED: Schmidt Sciences has awarded $11M to 23 teams globally for our Humanities and AI Virtual Institute (HAVI). These projects bring AI to history, archaeology, literature, and film, unlocking new understandings of human culture. Learn more: buff.ly/tvTUYwY
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Giles Bergel retweeted
🚨🚨🚨Deadline <10 days 🚨🚨🚨 Submit your extended abstracts on AI driven comic analysis to the COMIQ workshop #ICCV2025 comiq-iccv25.github.io/

🚨 #ICCV2025 Workshop Alert! 🚨 🔥[COMIQ] Comic Intelligence Quotient: Advances and Challenges in AI-driven Comic Analysis We’re exploring how machines interpret abstract visual storytelling media; dare I say, a true test for AGI 🫣 🔗 Pls consider submitting abstracts. Link👇
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Giles Bergel retweeted
This is a fundamental problem for machine learning (ML) because ML models need to be trained on input-output pairs ie problem-solution pairs for language models. To make them output "I don't know", you need to collect all problem-"I don't know" pairs which is not possible.
12 Jan 2025
A million-dollar question is how to make an LLM say "I don't know."
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Giles Bergel retweeted
Come and join us. We're looking for a Research Assistant/Associate in Heritage Science to lead on the 2D GMM analysis of letter outlines extracted from high-resolution photographs of the faces of typographic punches, and Baskerville's printed pages.
We’re hiring! We need a geometric morphometrics specialist to help us with something rather special. Are you that person? Or can you help us find them?
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Giles Bergel retweeted
In short, language models & in general, generative models are doing a sort of "soft" retrieval - a result reconstructed by weighted averaging of different snippets/parts destilled from the original data. They don't think nor reason.
People have too inflated sense of what it means to "ask an AI" about something. The AI are language models trained basically by imitation on data from human labelers. Instead of the mysticism of "asking an AI", think of it more as "asking the average data labeler" on the internet. Few caveats apply because e.g. in many domains (e.g. code, math, creative writing) the companies hire skilled data labelers (so think of it as asking them instead), and this is not 100% true when reinforcement learning is involved, though I have an earlier rant on how RLHF is just barely RL, and "actual RL" is still too early and/or constrained to domains that offer easy reward functions (math etc.). But roughly speaking (and today), you're not asking some magical AI. You're asking a human data labeler. Whose average essence was lossily distilled into statistical token tumblers that are LLMs. This can still be super useful ofc ourse. Post triggered by someone suggesting we ask an AI how to run the government etc. TLDR you're not asking an AI, you're asking some mashup spirit of its average data labeler.
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My team at Oxford is recruiting three new Senior Research Software Engineers. If you can see yourself working with researchers & innovative methods to build & implement digital tools to explore culture & ideas, this may be for you! More information: my.corehr.com/pls/uoxrecruit…

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Maybe @copyrightcentre, @IES_London, @MJRSangster and others can help spread the word?
HIRING: this excellent project across book history, copyright studies and digital humanities is looking for a Research Fellow - jobs.sussex.ac.uk/job/5b5995…
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HIRING: this excellent project across book history, copyright studies and digital humanities is looking for a Research Fellow - jobs.sussex.ac.uk/job/5b5995…

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News indeed.
24 Sep 2024
The BBC sound effects library is now completely free to access. This is news. sound-effects.bbcrewind.co.u…
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Giles Bergel retweeted
23 Sep 2024
⚡️Registration Now Open: @DH_UniWien & #ONiTProject welcome applications for the Intermediality & Computational Humanities #Hackathon: The 2 day event will include 2 keynotes as well as a social programme. 📍14-15 November 2024, Vienna 👉dh.univie.ac.at/hackathon
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The world we live in
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Replying to @Jackstilgoe
For public service improvements and productivity gains, the people who will make sense of AI are not the people making AI. I see it as a social experiment. We need to quickly expand the pool of collaborators. We need new people asking new questions.
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Giles Bergel retweeted
We're hiring a new Curator of Printed Ephemera. We're not exaggerating when we say this is a dream job. The role manages one of the most important collections in the world. Candidates with a qualification in librarianship, archives, or similar, apply here: go.glam.ox.ac.uk/JohnJohnson…
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Internal expression of interest to apply for a British Academy Early Career Research Fellowship with the John Rylands Research Institute and Library is now open, details on applying can be found here. deadline 18 July: library.manchester.ac.uk/ryl…
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Giles Bergel retweeted
#DHOxSS2024 Places available online - JOIN US for AI & Creative Technology or Digital Scholarship in the Library - dhoxss.net #digitalhumanities
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I don't think the Labour Party would accept me as a member so I'm joining the Tory Party so that I can defect and become a member of the Labour Party that way.
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Giles Bergel retweeted
The programme for 'New Directions in the Study of the Book Trade' has just been announce. Keynotes from Ruth Frendo (Stationers' Company) and @JosephHone_(Newcastle University). More information: cphc.org.uk/events/2024/7/9/…
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Giles Bergel retweeted
Sign up for a @turinginst event in Oxford, 21st June! The Impact of Generative AI on the #DigitalHumanities: Disruption in Research and Education. 🧑‍🤝‍🧑In person registration: app.onlinesurveys.jisc.ac.uk… 🕸️Online registration: app.onlinesurveys.jisc.ac.uk… Please share 🙏

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