La storia con i dati: etica, morale e complessità. open.substack.com/pub/fabiocel...

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

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?

#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...

#fertility rates since the 1960s. #data #visualization

we invented the wearable poster - with @mrovera.bsky.social at CLIC-it @ailc-nlp.bsky.social

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

#datascience #history #elite #power

#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

🚔 #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/...

#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...

✍️ Out now! "Distant Writing" by Luciano Floridi explores literary production in the era of generative AI. Available now on SSRN: #AI #Creativity #Writing

#history #data #diffusion of macro #religions

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

#tariffs #war #history #data

what the world will be in 100 years. #data #demography

#AI #datascience #news #media #history

#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...

#history with #data: correlation between #war and #narrative.

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

#knowledge #extraction from #LLMs in #digitalhumanities. #AcademicSky

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#writing #correlations #history #data

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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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fabiocelli.substack.com/p/simbologia... #clans #tribes #history #data

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