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Fabio Celli

@facells.bsky.social
22 followers 16 following 67 posts

data scientist, humanist, pioneer in personality computing. producing data for computational history

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Fabio Celli @facells.bsky.social · 19/07/2026
this is the face of a senior data scientist who discovers all three papers he submitted to clic-it (clic2026.unipa.it/call-for-pap...) HAVE BEEN ACCEPTED! See you in Palermo @ailc-nlp.bsky.social
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Fabio Celli @facells.bsky.social · 25/05/2026
Will #AI replace us? 🤖 I told a room of PA authorities that AI already replaced me. Data agents now automate pipelines I spent 5 years building. The result? I have more time to train and teach. AI isn't taking jobs—it's shifting value from tech skills to human ones. ✨
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Fabio Celli @facells.bsky.social · 01/12/2025
La storia con i dati: etica, morale e complessità. open.substack.com/pub/fabiocel...
open.substack.com
La storia con i dati: etica, morale e complessità
Come le società definiscono ciò che vogliono essere tramite l'etica e controllano la trasgressione tramite la morale
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Fabio Celli @facells.bsky.social · 17/11/2025
the Zig-zag hypothesis tested on data. #academicsky #autocracy #democracy fabiocelli.substack.com/p/la-storia-...
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Fabio Celli @facells.bsky.social · 04/11/2025
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
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Fabio Celli @facells.bsky.social · 25/10/2025
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?
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Fabio Celli @facells.bsky.social · 20/10/2025
#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...
open.substack.com
La storiografia ai tempi dell'IA
Eseguendo uno stesso prompt, i Large Language Models sono in grado di annotare la storia in modo replicabile e valutabile in modo quantitativo. Questo cambia tutto.
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Fabio Celli @facells.bsky.social · 19/10/2025
#fertility rates since the 1960s. #data #visualization
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Fabio Celli @facells.bsky.social · 24/09/2025
we invented the wearable poster - with @mrovera.bsky.social at CLIC-it @ailc-nlp.bsky.social
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Fabio Celli @facells.bsky.social · 15/09/2025
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
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Fabio Celli @facells.bsky.social · 12/08/2025
#datascience #history #elite #power
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Fabio Celli @facells.bsky.social · 30/07/2025
#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
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Reposted by Fabio Celli
Complexity Science Hub @csh.ac.at · 22/07/2025
🚔 #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/...
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Fabio Celli @facells.bsky.social · 15/07/2025
#data #visualization #ideologies #religions #history #academicsky open.substack.com/pub/fabiocel...
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Fabio Celli @facells.bsky.social · 16/06/2025
data suggest that polytheisms supported the social #complexity boost #academicsky open.substack.com/pub/fabiocel...
open.substack.com
La storia con i dati: la Grande Narrazione dei politeismi
Con i politeismi le società diventano più grandi e con più istituzioni (ad esempio la legge). Questa complessità si diffonde tra le società in modo esponenziale.
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Reposted by Fabio Celli
Yale Digital Ethics Center (DEC) @yaledec.bsky.social · 23/05/2025
✍️ Out now! "Distant Writing" by Luciano Floridi explores literary production in the era of generative AI. Available now on SSRN: #AI #Creativity #Writing
ssrn.com
Distant Writing: Literary Production in the Age of Artificial Intelligence <div> Revised version 5 </div>
This article introduces the concept of "distant writing", a novel literary practice in which authors act as designers, employing Artificial Intelligen
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Fabio Celli @facells.bsky.social · 20/05/2025
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Fabio Celli @facells.bsky.social · 15/05/2025
#workforce
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Fabio Celli @facells.bsky.social · 05/05/2025
#history #data #diffusion of macro #religions
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Fabio Celli @facells.bsky.social · 30/04/2025
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...
github.com
GitHub - facells/learnipy: making data science easier
making data science easier. Contribute to facells/learnipy development by creating an account on GitHub.
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Fabio Celli @facells.bsky.social · 07/04/2025
#llms #culture #bias #academicsky
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Fabio Celli @facells.bsky.social · 03/04/2025
#tariffs #war #history #data
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Fabio Celli @facells.bsky.social · 01/04/2025
what the world will be in 100 years. #data #demography
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Fabio Celli @facells.bsky.social · 24/03/2025
#AI #datascience #news #media #history
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Fabio Celli @facells.bsky.social · 18/03/2025
#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...
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Fabio Celli @facells.bsky.social · 10/03/2025
#history with #data: correlation between #war and #narrative.
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Fabio Celli @facells.bsky.social · 09/03/2025
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
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Fabio Celli @facells.bsky.social · 24/02/2025
#history #data #texts
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Fabio Celli @facells.bsky.social · 20/02/2025
#knowledge #extraction from #LLMs in #digitalhumanities. #AcademicSky
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Fabio Celli @facells.bsky.social · 13/02/2025
#20bookchallenge #booksky 20 of 20
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Fabio Celli @facells.bsky.social · 12/02/2025
#20bookchallenge #booksky 19 of 20
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Fabio Celli @facells.bsky.social · 11/02/2025
#20bookchallenge #bookchakkenge #booksky 18 of 20
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Fabio Celli @facells.bsky.social · 11/02/2025
#writing #correlations #history #data
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Fabio Celli @facells.bsky.social · 10/02/2025
#20bookchallenge #booksky 17 of 20
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Fabio Celli @facells.bsky.social · 10/02/2025
#artificialintelligence #psychology
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Fabio Celli @facells.bsky.social · 09/02/2025
#20bookchallenge #booksky 16 of 20
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Fabio Celli @facells.bsky.social · 08/02/2025
#20bookchallenge #booksky 15 of 20
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Fabio Celli @facells.bsky.social · 07/02/2025
#20bookchallenge #booksky #bookchallenge 14 of 20
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Fabio Celli @facells.bsky.social · 06/02/2025
#20bookchallenge #booksky 13 of 20
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Fabio Celli @facells.bsky.social · 05/02/2025
#20bookchallenge #booksky 12 of 20
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Fabio Celli @facells.bsky.social · 04/02/2025
#20bookschallenge #bookchallenge #booksky 11 of 20
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Fabio Celli @facells.bsky.social · 03/02/2025
#20bookschallenge #booksky 10 of 20
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Fabio Celli @facells.bsky.social · 02/02/2025
#20bookchallenge #booksky 9 of 20
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Fabio Celli @facells.bsky.social · 01/02/2025
#20bookchallenge #booksky 8 of 20
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Fabio Celli @facells.bsky.social · 31/01/2025
#20bookchallenge#bookchallenge #booksky 7 of 20
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Fabio Celli @facells.bsky.social · 30/01/2025
#20bookcgallenge #booksky 6 of 20
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Reposted by Fabio Celli
Luca Rossi @lrossi.bsky.social · 29/01/2025
This work on Using LLMs to position political meesages was recently published on political analysis: www.cambridge.org/core/journal.... It's a nice work that compares different LLMs with alternative methods and show some promising results. The paper also contains a plot that made me think.
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Fabio Celli @facells.bsky.social · 29/01/2025
#20bookchallenge #booksky 5 of 20
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Fabio Celli @facells.bsky.social · 28/01/2025
#20bookchallenge #bookchallenge #booksky 4 of 20
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