Dani Gambit
@danigambit.bsky.social
📤 46
📥 127
📝 7
#phd
in
#ArtificialIntelligence
-
#ABM
#AI
#LLM
#Complexity
#Networks
reposted by
Dani Gambit
Conference on Complex Systems
29 days ago
Thrilled to announce the Best Poster Awards at CCS2025 go to Simay Atasoy Bingöl, Salvatore Citraro, and Elisa Muratore — congratulations! 🏆✨
#CCS2025
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5
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Our new
#arXiv
paper out! "Learning by Surprise":
#Surplexity
for Mitigation Model Collapse in Generative AI A new characterization of
#modelcollapse
in
#ai
#autophagy
and a mitigation inspired by
#FreeEnergyPrinciple
from cognitive science
@css-conference.bsky.social
arxiv.org/abs/2410.12341
about 1 month ago
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How to conduct experiments to study the effects of
#AI
based recommender systems? About our survey on arXiv...
add a skeleton here at some point
3 months ago
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Preprint v2 is out! On
@arxiv-cs-cl.bsky.social
our update on
#ModelCollapse
of
#AI
#LLMs
with new characterizations based on
#Semantic
#Networks
and
#NextToken
predictions, new insights about the collapse effect and possible mitigation methods.
@lucapappalardo.bsky.social
arxiv.org/abs/2410.12341
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Characterizing Model Collapse in Large Language Models Using Semantic Networks and Next-Token Probability
As synthetic content increasingly infiltrates the web, generative AI models may experience an autophagy process, where they are fine-tuned using their own outputs. This autophagy could lead to a pheno...
https://arxiv.org/abs/2410.12341
8 months ago
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2
reposted by
Dani Gambit
Malcolm Pierce
11 months ago
create the llm model collapse you want to see in the world
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reposted by
Dani Gambit
P. David García 🏳️🌈
10 months ago
Everything you always wanted to ask about entropy but didn't know whom by John Baez.
arxiv.org/abs/2409.09232
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What is Entropy?
This short book is an elementary course on entropy, leading up to a calculation of the entropy of hydrogen gas at standard temperature and pressure. Topics covered include information, Shannon entropy...
https://arxiv.org/abs/2409.09232
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9
reposted by
Dani Gambit
Giovanni Mauro
11 months ago
Hey blueskiers! In case you missed it, we just uploaded the arXiv for our latest work! This project has been such an amazing journey, thanks to the brilliant collaboration with
@nicopedre.bsky.social
@lucapappalardo.bsky.social
and Renaud Lambiotte. Give it a look :)
arxiv.org/abs/2410.18004
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Dynamic models of gentrification
The phenomenon of gentrification of an urban area is characterized by the displacement of lower-income residents due to rising living costs and an influx of wealthier individuals. This study presents ...
https://arxiv.org/abs/2410.18004
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6
3
reposted by
Dani Gambit
estebanmoro
11 months ago
We are hiring a postdoc/researcher at my group (SUNLab)
@nunetsi.bsky.social
. Interested in working on multidisciplinary problems like segregation, health, or economic growth from the perspective of Social Urban Networks? Contact me if you are interested. Please share it!
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Anyone here on
#bluesky
studying
#LLMs
? Here's our preprint about
#autophagy
and linguistic analysis of
#ModelCollapse
we are working on...
#ai
#phd
#research
arxiv.org/abs/2410.12341
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A linguistic analysis of undesirable outcomes in the era of generative AI
Recent research has focused on the medium and long-term impacts of generative AI, posing scientific and societal challenges mainly due to the detection and reliability of machine-generated information...
https://arxiv.org/abs/2410.12341
11 months ago
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