Dani Gambit
@danigambit.bsky.social
#phd in #ArtificialIntelligence - #ABM #AI #LLM #Complexity #Networks
Reposted by Dani Gambit
Thrilled to announce the Best Poster Awards at CCS2025 go to Simay Atasoy Bingöl, Salvatore Citraro, and Elisa Muratore — congratulations! 🏆✨ #CCS2025
September 5, 2025 at 12:26 PM
Thrilled to announce the Best Poster Awards at CCS2025 go to Simay Atasoy Bingöl, Salvatore Citraro, and Elisa Muratore — congratulations! 🏆✨ #CCS2025
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
"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
September 3, 2025 at 10:22 AM
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
"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
How to conduct experiments to study the effects of #AI based recommender systems?
About our survey on arXiv...
About our survey on arXiv...
How do recommender systems shape our behavior?
📄 We review 144 studies across domains, from social media to GenAI.
🧭 With the EU Digital Services Act, data access is now possible. Our survey offers a guide to studying recommender-driven risks.
🔗 arxiv.org/abs/2407.01630
📄 We review 144 studies across domains, from social media to GenAI.
🧭 With the EU Digital Services Act, data access is now possible. Our survey offers a guide to studying recommender-driven risks.
🔗 arxiv.org/abs/2407.01630
July 18, 2025 at 8:54 AM
How to conduct experiments to study the effects of #AI based recommender systems?
About our survey on arXiv...
About our survey on arXiv...
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
arxiv.org/abs/2410.12341
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...
arxiv.org
February 4, 2025 at 3:51 AM
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
arxiv.org/abs/2410.12341
Reposted by Dani Gambit
create the llm model collapse you want to see in the world
November 19, 2024 at 6:07 AM
create the llm model collapse you want to see in the world
Reposted by Dani Gambit
Everything you always wanted to ask about entropy but didn't know whom by John Baez.
arxiv.org/abs/2409.09232
arxiv.org/abs/2409.09232
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...
arxiv.org
November 24, 2024 at 6:48 AM
Everything you always wanted to ask about entropy but didn't know whom by John Baez.
arxiv.org/abs/2409.09232
arxiv.org/abs/2409.09232
Reposted by Dani Gambit
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
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 ...
arxiv.org
November 19, 2024 at 8:38 AM
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
Reposted by Dani Gambit
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!
November 15, 2024 at 1:39 PM
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!
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
arxiv.org/abs/2410.12341
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...
arxiv.org
November 15, 2024 at 11:36 AM
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
arxiv.org/abs/2410.12341