@facells.bsky.social
data scientist, humanist, pioneer in personality computing. producing data for computational history
La storia con i dati: etica, morale e complessità. open.substack.com/pub/fabiocel...
01.12.2025 14:24 — 👍 0 🔁 0 💬 0 📌 0
the Zig-zag hypothesis tested on data. #academicsky #autocracy #democracy
fabiocelli.substack.com/p/la-storia-...
web search #data show that queries about ideologies had a regular pattern util 2019. Now, AI search causes web traffic to human-written sites to collapse. This is how LLMs will have disruptive impact on #collectivememory
04.11.2025 15:09 — 👍 0 🔁 0 💬 0 📌 0
At #ecai: LLMs reflect their culture (e.g., Chinese LLMs see more autocracy than US ones). #academicsky: while unbiased models are possible, adoption is the issue—people prefer "like-minded" AI. The question: Should the EU mandate models like Mistral to protect our culture?
25.10.2025 15:57 — 👍 3 🔁 0 💬 0 📌 1
#LLMs larger than 400 B parameters agree better than humans do in interpreting #history. Llama3.1-large is also very consistent when run repeatedly. PAPER (eng) -> github.com/facells/fabi... #academicsky #digitalhumanities Blog (ita) open.substack.com/pub/fabiocel...
20.10.2025 13:14 — 👍 0 🔁 0 💬 0 📌 0
#fertility rates since the 1960s. #data #visualization
19.10.2025 13:02 — 👍 0 🔁 0 💬 0 📌 0
we invented the wearable poster - with @mrovera.bsky.social at CLIC-it @ailc-nlp.bsky.social
24.09.2025 15:24 — 👍 5 🔁 3 💬 0 📌 0
tools like AI Overview are transforming web search, increasing reliance on generated answers. This is impacting historical memory, as models like GPT4 can generate distortions. We created a benchmark to study how #LLMs interpret history. #academicsky #clic-it2025 #NLP
15.09.2025 07:27 — 👍 2 🔁 0 💬 0 📌 0
#datascience #history #elite #power
12.08.2025 08:08 — 👍 0 🔁 0 💬 0 📌 0
#History interpretation is subjective, tainted by #biases, leading to frequent disagreements among humans. We showed that the largest #LLMs can reach an agreement level similar to #humans and can be used as annotators, opening new avenues for studying history. #academicsky #research
30.07.2025 08:17 — 👍 0 🔁 0 💬 0 📌 0
🚔 #Crime has a rhythm — can we decode its beat? In a new study co-authored by CSH's @rafaelprietocuriel.bsky.social, 12 years of detailed crime data reveal relatively stable temporal “heartbeats” for different crime types over time. journals.sagepub.com/doi/10.1177/...
22.07.2025 14:04 — 👍 2 🔁 2 💬 0 📌 0
#data #visualization #ideologies #religions #history #academicsky
open.substack.com/pub/fabiocel...
data suggest that polytheisms supported the social #complexity boost #academicsky open.substack.com/pub/fabiocel...
16.06.2025 13:40 — 👍 1 🔁 0 💬 0 📌 0✍️ Out now!
"Distant Writing" by Luciano Floridi explores literary production in the era of generative AI.
Available now on SSRN:
#AI #Creativity #Writing
20.05.2025 13:42 — 👍 0 🔁 0 💬 0 📌 0
#workforce
15.05.2025 06:46 — 👍 0 🔁 0 💬 0 📌 0
#history #data #diffusion of macro #religions
05.05.2025 13:02 — 👍 0 🔁 0 💬 0 📌 0
I worked a lot with Process Mining this year, so today I release Learnipy v0.10, enriched with some algorithms for extracting petri net, heuristic net and BPMN from data. Enjoy. #datascience #academicsky #opensource
github.com/facells/lear...
#llms #culture #bias #academicsky
07.04.2025 20:17 — 👍 3 🔁 0 💬 0 📌 0
#tariffs #war #history #data
03.04.2025 18:43 — 👍 1 🔁 0 💬 0 📌 0
what the world will be in 100 years. #data #demography
01.04.2025 09:24 — 👍 0 🔁 0 💬 0 📌 0
#AI #datascience #news #media #history
24.03.2025 14:08 — 👍 0 🔁 0 💬 0 📌 0
#LLMs are excellent for historical analysis, but their single-source nature leaves them vulnerable to #manipulation or censorship. That's why comparing historical data annotated by LLMs and humans is essential for fostering critical awareness of bias. 👉 www.mdpi.com/2079-9292/13...
18.03.2025 17:03 — 👍 0 🔁 0 💬 0 📌 0
#history with #data: correlation between #war and #narrative.
10.03.2025 13:40 — 👍 0 🔁 0 💬 0 📌 0
A couple of weeks ago I presented this paper on the extraction of historical structured knowledge from Large Language Models at the conference on digital libraries. The paper is now available! ceur-ws.org/Vol-3937/pap...
It was a very nice opportunity, Thaks to you all! #llm #academicSky
#history #data #texts
24.02.2025 17:44 — 👍 0 🔁 0 💬 0 📌 0
#knowledge #extraction from #LLMs in #digitalhumanities. #AcademicSky
20.02.2025 10:02 — 👍 1 🔁 0 💬 0 📌 0
#20bookchallenge #booksky 20 of 20
13.02.2025 21:19 — 👍 0 🔁 0 💬 0 📌 0
#20bookchallenge #booksky 19 of 20
12.02.2025 07:25 — 👍 0 🔁 0 💬 0 📌 0
