Social media sites can bring people together or push them further apart. A modeling study shows how small changes in posting or recommendation rules can flip a system from consensus to polarization. In PNAS Nexus: https://ow.ly/hLrY50Y3KPk
Kleber Oliveira
@kleber-ao.com
Computational mathematician @unioflimerick.bsky.social. (Social) network dynamics and information spreading.
We link virality and polarization. An ABM calibrated on Brexit and Vaccine debates shows the same parameters that generate cascades also generate polarized opinions. Thanks to @ymoreno.bsky.social and @kleber-ao.com academic.oup.com/pnasnexus/ar...
Mechanistic interplay between information spreading and opinion polarization
Abstract. We investigate how information-spreading mechanisms affect opinion dynamics and vice versa via an agent-based simulation on adaptive social netwo
academic.oup.com
Para quienes habláis español: si queréis saber más sobre la polarización y la difusión de información en redes sociales, aquí tenéis una nota de prensa sobre nuestro estudio reciente. www.unizar.es/actualidad/v... @ymoreno.bsky.social and @kleber-ao.com www.unizar.es/actualidad/v...
Un estudio del BIFI-UNIZAR arroja nuevos datos sobre el fenómeno de polarización en redes sociales online
unizar.es
Come and do a PhD at Exeter with me and Chico Camargo (Computer Science) on human-genAI coevolution "Leveraging Natural Language Processing for Data-Driven Agent-Based Modelling of Online Cultural Dynamics" www.exeter.ac.uk/v8media/recr... More details here: www.exeter.ac.uk/study/fundin...
exeter.ac.uk
One week left to apply to the UVA Biology PhD program! If you or someone you know are interested in contagion from a complex systems perspective, please reach out! I'm looking for a grad student! bio.as.virginia.edu/how-apply-gr...
How to Apply to the Graduate Program
bio.as.virginia.edu
I think the shortest version of why LLMs are an anti education technology is that education is fundamentally about making shared context to understand ourselves, each other, and the world And by design LLMs destroy shared context
"Access to data by researchers is a crucial element of ensuring transparency and democratic accountability,” @lewan.bsky.social says. “The public is entitled to know what platforms and their algorithms are doing to the information landscape.” I wrote for @science.org about Meta, TikTok and the DSA 🧪
Meta and TikTok are obstructing researchers’ access to data, European Commission rules
Data are needed to study how social media spreads misinformation and influences elections, scientists say
science.org
arXiv alert! 📄🚨 A review paper about the physics of news, rumors, and opinions arxiv.org/abs/2510.15053 w @manlius.bsky.social @sarawalk.bsky.social Guido Cadarelli et al.
The Physics of News, Rumors, and Opinions
The boundaries between physical and social networks have narrowed with the advent of the Internet and its pervasive platforms. This has given rise to a complex adaptive information ecosystem where ind...
arxiv.org
📣 NEW -- In The Economist, discussing the privacy perils of AI agents and what AI companies and operating systems need to do--NOW--to protect Signal and much else! www.economist.com/by-invitatio...
Uncritical adoption of AI “undermines our basic pedagogical values and principles of scientific integrity. It prevents us from maintaining our standards of independence & transparency. And most concerning, AI use … hinder[s] learning and deskill critical thought.” openletter.earth/open-letter-...
Open Letter: Stop the Uncritical Adoption of AI Technologies in Academia
openletter.earth
We ran a randomized controlled trial to see how much AI coding tools speed up experienced open-source developers. The results surprised us: Developers thought they were 20% faster with AI tools, but they were actually 19% slower when they had access to AI than when they didn't.
With everything else going on, I'm not sure people realize that Trump's latest tariff on Brazil took things to a new (lower) level paulkrugman.substack.com/p/trumps-dic...
Trump's Dictator Protection Program
Using tariffs to fight democracy
paulkrugman.substack.com
the Brazilian replies to this post will take you on a fucking journey
A Brazilian comedian has been sentenced to 8 years in prison for ‘bigoted’ jokes told in 2022. The decision marks the latest effort by Brazil to place limits on freedom of expression.
If you're looking for a quite handy multitype branching process framework for modeling diffusion in networks with communities check this work by @davidjpos.bsky.social and friends. @netsciconf.bsky.social #netsci2025
Fully-funded PhD positions to work with a fantastic team (and me 🫠) in a beautiful campus. Please share it with people who may be interested! Deadline on the 10th of July.
We're offering two funded PhD studentships in the ERC-Funded ID-Compression project at the University of Limerick, Ireland -- please pass on to any kind, curious & talented candidates who might be interested. Thank you! @csi-research.bsky.social www.dropbox.com/scl/fi/svvz1...
We often suppose that things like intelligence and opinions not only exist, but can be measured in a “correct” way. So our goal is to reduce the error as much as possible to get closer and closer to such “correct” measurement. [1/7]
Glad to share that next month I am joining @mikeq.bsky.social's group on a full-time research position in my alma mater. I've been studying social systems for some time, but never from the theoretical foundations of how people act towards each other (which are from social psychology).
Good piece in Science by @kakape.bsky.social on the massive censorship of scientific work by the U.S. government - all in the name of free speech, presumably: www.science.org/content/arti...
Trump’s team, often accused of spreading misinformation, slashes misinformation research
Hundreds of grants axed in a field where the United States was a global leader
science.org
Now out: "Rumor propagation on hypergraphs" (arxiv.org/abs/2504.19305). We propose a higher-order rumour model incorporating a group-based annihilation mechanism. We run computational experiments to characterise the model's dynamics in synthetic and real systems... 1/5
Rumor propagation on hypergraphs
The rapid spread of information and rumors through social media platforms, especially in group settings, motivates the need for more sophisticated models of rumor propagation. Traditional pairwise mod...
arxiv.org
Are you interested in inequalities, mobility and cities? Come to work with us as a postdoc at @ceu-dnds.bsky.social in Vienna in the Computational Human Dynamics Lab of @martonkarsai.bsky.social. Check the post here: careers.ceu.edu/job/Vienna-P... @ic2s2.bsky.social @netscisociety.bsky.social
Postdoctoral Researcher (f/m/d)
Postdoctoral Researcher (f/m/d)
careers.ceu.edu
If you study networks, or have been stuck listening to people who study networks for long enough (sorry to my loved ones), you may have heard that open triads – V shapes – in social networks tend to turn into closed triangles. But why does this happen? In part, because people repost each other.
We've a new software paper out, check it below:
Our paper DOCES (Dynamical Opinion Clusters Exploration Suite) is now published in SoftwareX! 📄 DOCES helps model opinion dynamics in social networks, exploring polarization, algorithmic influence, and user behavior. 🔗 Paper: doi.org/10.1016/j.so... 📌 Library on PyPI: pypi.org/project/doces/
🚨 New paper 🚨 Can big data solve all our measurement problems? Measuring constructs like opinions, happiness, etc. is problematic as it depends on various choices, including the choice of variables and model. [1/4] pressto.amu.edu.pl/index.php/sr...
The hidden problem in Big Data: even infinite information does not guarantee consistent measurement | Society Register
pressto.amu.edu.pl
Now out our new preprint “Higher-order dissimilarity measures for hypergraph comparison”! www.arxiv.org/abs/2503.16959 With Cosimo Agostinelli and @alainbarrat.bsky.social We extend to hypergraphs similarity measures defined previously only on pairwise networks. 🧵⬇️ 1/5
Higher-order dissimilarity measures for hypergraph comparison
In recent years, networks with higher-order interactions have emerged as a powerful tool to model complex systems. Comparing these higher-order systems remains however a challenge. Traditional similar...
arxiv.org
Open postdoc position at @ceu-dnds.bsky.social in Vienna in the Computational Human Dynamics Lab of @martonkarsai.bsky.social on inequalities in 15-minutes cities in collaboration with www.dut-coline.org. Check it out: careers.ceu.edu/job/Vienna-P... @ic2s2.bsky.social @netscisociety.bsky.social
I wanted to highlight key findings from our study and the replication, and how they extend to 2024. Now it provides a systematic review of more than 600 scientific studies on the relationship between digitalization and democracy. So what does science have to say? We actually know quite a bit: 1/5
A systematic review of worldwide causal and correlational evidence on digital media and democracy - Nature Human Behaviour
This systematic review on digital media and democracy finds beneficial relationships mostly in emerging democracies but detrimental associations in established democracies for different political vari...
nature.com
Very glad to see that our study with @lfoswaldo.bsky.social @lewan.bsky.social Ralph Hertwig about digital media and democracy was replicated and extended to 2024. Big thanks to the authors and @i4replication.bsky.social. This adds important confidence to our results and worrying trends continue…
If we allow technofeudal lords to dictate the rules, corporate interests will override national sovereignty and political accountability, and ultimately democracy, writes David Nemer. Brazil is a case study.
Threats to Democracy in Brazil: The Rise of Technofeudalism and the Assault on Democratic Institutions | TechPolicy.Press
If we allow technofeudal lords to dictate the rules, corporate interests will override national sovereignty and political accountability, writes David Nemer.
buff.ly