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Federico Pianzola

@fpianz

https://federicopianzola.me I teach and do research in Computational Humanities @rug.nl ERC StG "Graphs and Ontologies for Literary Evolution Models" (GOLEM) https://golemlab.eu

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12.11.2023
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Latest posts by Federico Pianzola @fpianz

Here is a PhD fellowship in one of the best places in the world to study cognition and culture.
1. Cultural phenomenon: writing
2. Cognitive capacity: to detect what is unpredictable
3. Mission: Show how (2) drives the evolution of (1) 😲
4. Methods: you’ll eventually master some powerful ones

06.03.2026 18:39 πŸ‘ 4 πŸ” 5 πŸ’¬ 0 πŸ“Œ 0

Two 10-year lecturerships in #DigitalHumanities @ucc.ie.

Requirements to teach at the Communications University of China in Beijing on a new joint BA programme.

For information package including full details of the post, selection criteria and application process see ore.ucc.ie (Job ID: 094538).

06.03.2026 17:09 πŸ‘ 1 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0
University College Cork Vacancies

#jobklaxon
Lecturer in #digitalhumanities at @ucc.ie
Salary: €42,102 - €72,452 (Scale B) / €44,169 - €68,942 (Scale A).
Applications must be submitted online via the University College Cork vacancy portal (ore.ucc.ie).
Maybe of interest to the
@digitalmedievalist.bsky.social community!

06.03.2026 17:37 πŸ‘ 9 πŸ” 8 πŸ’¬ 0 πŸ“Œ 0
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Artificial Weather: Mining the Language and Visual Culture of Weather and Climate Modification (CreativeAI Studentship) at The University of Manchester on FindAPhD.com PhD Project - Artificial Weather: Mining the Language and Visual Culture of Weather and Climate Modification (CreativeAI Studentship) at The University of Manchester, listed on FindAPhD.com

We are advertising a fully-funded PhD studentship for the computational study of vernacular cultures of weather and climate modification at the University of Manchester.

More details here: www.findaphd.com/phds/project...

#DH

06.03.2026 17:31 πŸ‘ 4 πŸ” 7 πŸ’¬ 0 πŸ“Œ 0
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βœ¨πŸ“š Announcing a new Zooniverse project - The Senses of Stories. It’s just words on a page. And yet, you can hear the door slam, see the dust in the light, almost taste the salt in the air. If you’re up for a deep dive session on scenes born from ink and syntax join
www.zooniverse.org/projects/cit...

05.03.2026 10:10 πŸ‘ 5 πŸ” 2 πŸ’¬ 0 πŸ“Œ 1

New citizen science project with @andrewpiper.bsky.social and @pascaleispunk.bsky.social

Spread the word!

06.03.2026 18:10 πŸ‘ 1 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0
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Looking forward to Jamie Tehrani's guest lecture in my cultural analytics course, open to everybody. If you are in Trento and want to know more about cultural evolution, that is a great opportunity! eventi.unitn.it/en/origins-s...

05.03.2026 08:32 πŸ‘ 13 πŸ” 5 πŸ’¬ 1 πŸ“Œ 0
Screenshot of plot showing ELO vs paramter count for different OCR models

Screenshot of plot showing ELO vs paramter count for different OCR models

There is no best VLM OCR model - rankings can flip completely by document type.

I built ocr-bench: run open OCR models on YOUR documents, get a per-collection leaderboard.

VLM-as-judge with Bradley-Terry ELO, all running on @hf.co. No local GPU needed.

05.03.2026 14:48 πŸ‘ 47 πŸ” 10 πŸ’¬ 1 πŸ“Œ 1
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Introducing Olmo Hybrid, a 7B fully open model combining transformer and linear RNN layers. It decisively outperforms Olmo 3 7B across evals, w/ new theory & scaling experiments explaining why. 🧡

05.03.2026 16:34 πŸ‘ 26 πŸ” 4 πŸ’¬ 1 πŸ“Œ 2
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New paper from team @aial.ie! aial.ie/research/gpa...

EU's AI Act Article 53(1)(d) is an obligation for GPAI model providers to publicly provide a 'summary' on their model’s training data. The team assessed published summaries along 6 dimensions & found that all big providers failed on all 6.

1/

05.03.2026 18:04 πŸ‘ 127 πŸ” 74 πŸ’¬ 2 πŸ“Œ 3
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Introducing Olmo Hybrid: Combining transformers and linear RNNs for superior scaling | Ai2 Ai2, a non-profit research institute founded by Paul Allen, is committed to breakthrough AI to solve the world’s biggest problems.

big congrats to @lambdaviking.bsky.social for leading this project & core contributors Yanghong Li
@tylerromero.bsky.social
@anejsvete.bsky.social
Caia Costello

blog: allenai.org/blog/olmohyb...
paper: allenai.org/papers/olmo-...
hf collection: huggingface.co/collections/...

05.03.2026 18:47 πŸ‘ 1 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0

the stemma codicum of any texts that survive the Digital Dark Ages will be like

[original]
|
[uploaded PDF]
| |
wikipedia chatgpt
redaction summary
| |
chatgpt |
summary ---- Papyrus
of wikipedia nukecraterus N. 47

18.02.2026 15:04 πŸ‘ 81 πŸ” 30 πŸ’¬ 1 πŸ“Œ 1
Positions – Alliance of Digital Humanities Organizations

Amazing positions recently opened at @adho-org.bsky.social! Chair-Elect, Deputy Treasurer, Deputy Secretary and Deputy Conference Officer. Find out more details here! adho.org/positions/

#DigitalHumanities #DHSky #AcademicSky

04.03.2026 21:52 πŸ‘ 1 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0
Screenshot of our papers title.

Screenshot of our papers title.

Screenshot of the beginning of the faq section. Go to https://ars.els-cdn.com/content/image/1-s2.0-S0305440326000154-mmc1.docx for the whole supplement, the faq section is near the end.

Screenshot of the beginning of the faq section. Go to https://ars.els-cdn.com/content/image/1-s2.0-S0305440326000154-mmc1.docx for the whole supplement, the faq section is near the end.

Post image Post image

For our recent paper - on naive humans reinventing how to shape early stone tools - we did sth unusual and sth (hopefully) useful:

We included an FAQ section in the supplementary material

New methods may benefit from such FAQ's being included.

[available at ars.els-cdn.com/content/imag... ]

05.03.2026 06:15 πŸ‘ 20 πŸ” 8 πŸ’¬ 1 πŸ“Œ 1
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Egyptian prince Thutmose was entombed with his companion cat Ta-Miu (aka β€œlittle mewer”). Here’s the cat’s sarcophagus ~ the inscription says β€œI myself am placed among the imperishable ones that are in the Sky / For I am Ta-Miu, the Triumphant” (1,500 BC)

05.03.2026 06:58 πŸ‘ 125 πŸ” 38 πŸ’¬ 4 πŸ“Œ 3
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Neural Dynamics of Narrative Structure-Building in Visual Stories While models of discourse comprehension describe the process of structure building during mental model construction, neurophysiological explorations o…

Neural Dynamics of Narrative Structure-Building in Visual Stories

www.sciencedirect.com/science/arti...

04.03.2026 21:53 πŸ‘ 6 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0
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With Virtual, With Embodied: Redefining Emerging Media in Transcultural Fandom Research - Henry Jenkins, Kedi Zhou, Yvonne Gonzales, Ingyu Oh, Sangita Shresthova, 2026 Understanding physical, embodied space as an emerging form of media and communication became our solution. Digital walls between global regions fall apart when ...

New article ⬇️⬇️⬇️

Jenkins, H., Zhou, K., Gonzales, Y., Oh, I., & Shresthova, S. (2026). With Virtual, With Embodied: Redefining Emerging Media in Transcultural Fandom Research. Emerging Media, 0(0).

#FanStudies

journals.sagepub.com/doi/10.1177/...

05.03.2026 07:45 πŸ‘ 4 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0

probably should’ve said this above but the β€œPT” in GPTQ is β€œpost-training”

they use the loss during training as additional signal to quantize more accurately

the 4-bit quants are nearly lossless, so a 15 GB model performs almost identical to the original 70 GB model

04.03.2026 16:21 πŸ‘ 9 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0

#CFP 23rd Chinese Internet Research Conference at University of Alberta, June 22-23. Submit abstracts on "The Chinese Internet in the Era of Uncertainty" by March 20.

https://www.ualberta.ca/en/china-institute/events/latest/2026/circ/index.html

04.03.2026 15:40 πŸ‘ 0 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0

Queen's University, Film & Media, has a call open for a new 2-year Post-Doc in Emerging Media Practices.

www.queensu.ca/filmandmedia... (PDF)

(sorry that they don't seem to have a simple html link for this)

04.03.2026 16:56 πŸ‘ 4 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0
Assistant Professor (AI Humanities) Click the link provided to see the complete job description.

Job Announcement: Assistant Professor (AI Humanities) at the Chinese University of Hong Kong

04.03.2026 17:34 πŸ‘ 2 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0
Original post on fedihum.org

We’re looking for a Research Data Engineer (m/f/x) (3,5 years). If you have a #DigitalHumanities profile with experience in #TEI encoding, #OCR / #HTR, and #IIIF (or any of those and are willing to learn the rest), get in touch! The full time position can be split, so if (for whatever reason) […]

03.03.2026 16:18 πŸ‘ 2 πŸ” 19 πŸ’¬ 1 πŸ“Œ 0

Ha! The original Lancet article on the dangers of reading in bed is here: doi.org/10.1016/S014...

03.03.2026 18:18 πŸ‘ 128 πŸ” 67 πŸ’¬ 6 πŸ“Œ 11
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AI & Machine Learning Developer University Overview The University of Pennsylvania, the largest private employer in Philadelphia, is a world-renowned leader in education, research, and innovation. This historic, Ivy League school co...

🚨 Job alert! 🚨 Our colleagues in Research Data and Digital Scholarship (RDDS) at the University of Pennsylvania Libraries are hiring an AI & Machine Learning (Al/ML) Developer. Find details about the post & apply here:

02.03.2026 21:12 πŸ‘ 3 πŸ” 3 πŸ’¬ 0 πŸ“Œ 0
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New Bellwether Postdoctoral Scholars Bring Bold Research Ideas to the I School Bellwether Postdoctoral Scholars Dang Nguyen, Denis Peskoff, Nel Escher, and Svenja Guhr have joined the I School to work with distinguished faculty members in research related to AI, NLP, law, and…

Introducing four new Bellwether Postdoctoral Scholars! πŸ₯°

@digitaldang.bsky.social, Denis Peskoff, Nel Escher, and @guhrs.bsky.social will be working with Dean Meyer, Prof. Diag Davenport, Prof. Deirdre Mulligan, and Prof. David Bamman, respectively.

02.03.2026 21:15 πŸ‘ 7 πŸ” 2 πŸ’¬ 0 πŸ“Œ 0
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She Came Out of the Bathroom Naked, Employee Says Bank details, sex and naked people who seem unaware they are being recorded. Behind Meta’s new smart glasses lies a hidden workforce, uneasy about peering into the most intimate parts of other people’...

β€œThe workers in Kenya say that it feels uncomfortable to go to work. They tell us about deeply private video clips, which appear to come straight out of Western homes, from people who use the glasses in their everyday lives.
Several describe video material showing bathroom visits, sex…”

02.03.2026 19:14 πŸ‘ 384 πŸ” 228 πŸ’¬ 7 πŸ“Œ 27
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Our Tools – Post45 Data Collective

We presented on our tool for enriching and clustering book data at Code4Lib today. Check it out, and let us know what you think!

data.post45.org/our-tools.html

Huge thanks to @thisismattmiller.com for leading development on this project.

#code4lib #c4l26

02.03.2026 21:58 πŸ‘ 8 πŸ” 8 πŸ’¬ 0 πŸ“Œ 0
GitHub - saranabhani/ARGUS Contribute to saranabhani/ARGUS development by creating an account on GitHub.

7/
Data, code, and models are all publicly available. If you work on computational narratology, narrative persuasion, or argumentation mining, check it out.
GitHub: github.com/saranabhani/ARGUS

@mariaa.bsky.social @andrewpiper.bsky.social @srhm.ca @dmimno.bsky.social @tedunderwood.com

02.03.2026 15:03 πŸ‘ 4 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

6/
Curiosity is the strongest driver of persuasion, followed by Suspense. Reader-oriented features matter far more than structural ones. Persuasive arguments often engage interlocutors by managing how information is disclosed (making them want to know more).

02.03.2026 15:03 πŸ‘ 1 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

5/
Applied at scale to ~963K comments: narrativity is a strong predictor of persuasion. But the key finding is that scalar vs. binary modeling leads to different results. Surprise has a negative effect when modeled as scalar (more surprise β†’ less persuasion), but positive as binary.

02.03.2026 15:03 πŸ‘ 2 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0