Got a lovely shout-out in @devingaffney.com's phenomenal talk earlier. 😊 Always a joy to hear Devin speak; few people have their finger on the pulse of this ecosystem like he does. Probably my favourite talk of the conference so far.

What does it take to prove causality in tech harms cases? After rulings in NM & CA, commentators are throwing around causality in arguments both for & against the results. If you’re frustrated by the causality maze, don’t worry- @penney.bsky.social & I have you covered tsjournal.org/index.php/jo...

Pleased to share our new paper forthcoming in @icwsm.bsky.social! We introduce a novel framework to measure value expressions in social media posts at scale, leveraging personalization to handle the inherent subjectivity of human values. arxiv.org/abs/2511.08453

🚀Introducing 𝐆𝐔𝐈𝐃𝐄-𝐋𝐋𝐌: A reporting checklist for using LLMs in behavioral & social science ✅GUIDE-LLM is a reporting checklist designed by 80+ experts to improve transparency, reproducibility & ethical accountability of LLM-based research 📄 llm-checklist.com

Who produces hate speech? And how does that matter for content moderation? We show that across different countries and platforms, a relatively small share of users are responsible for a very large share of hate - overall, 5% write 83-100% of hateful content. www.cambridge.org/core/journal...

Thought-provoking thread by @mjcrockett.bsky.social Some additional thoughts: maybe the reason why math is where LLMs seem to be making most progress is that that's where verification is cheaper and more definitive (tuhs, sources matter less)? E.g., 17-year-olds proving conjectures...

🧵on my new paper "Synthetic personas distort the structure of human belief systems" w Roberto Cerina I'm v excited about... 🚨 Do synthetic samples look like human samples? We compare 28 LLMs to the 2024 General Social Survey (GSS) to find out + develop host of diagnostics...

This is such a banger

LLMs make statistical metascience easier. LLMs don't increase the validity of statistical metascience. www.argmin.net/p/devezers-urn

New paper! The Linear Representation Hypothesis is a powerful intuition for how language models work, but lacks formalization. We give a mathematical framework in which we can ask and answer a basic question: how many features can be stored under the hypothesis? 🧵 arxiv.org/abs/2602.11246

I wrote about Brandon Sanderson’s take on AI art. It is one of the most thoughtful and intellectually humble pieces I've seen on the subject. TL;DR: I agree with the spirit, but not the conclusion. doomscrollingbabel.manoel.xyz/p/brandon-sa...

New research on Deepfake NCII: if I'm reading this correctly, legislation and site shutdowns are not enough to curb the behavior and demand for deepfaked pornography. It basically shifts those users to other spaces. h/t @tristanl.ee arxiv.org/abs/2602.02754

Deepfake pornography isn’t going away just because we are passing laws and taking down a couple of big websites. Our new pre-print, led by @aedcv.bsky.social suggests that the sharing of this material continued to prosper even after platform and policy shocks. arxiv.org/abs/2602.02754

Is the only way we can create algorithms that people understand to make them trivially simple? We argue, no. People can predict the behavior of algorithms that are arbitrarily complex, if and only if they are available, compact and aligned. arxiv.org/abs/2601.18966

CS ArXiv recently banned “review and position” papers, but what are those? Do they include more generated content? Who is most affected by this change? @yanai.bsky.social and I dug into the data to find out! Nearly 50% of Computers & Society papers might be censored, vs 3% of Computer Vision ‼️

Folks who have papers with emojis / images in the title! How do you make the pdf metadata title pretty?

In June 2024, X made its likes private. You can still like, authors can still see—but everyone else can’t. So… does hiding likes change what people are willing to endorse? Our new paper led by @yuweichuai.bsky.social: not very much! arxiv.org/abs/2601.11140

This new paper is very cool. But takeaway isn't "LLMs constantly leak books.' It’s "with the right (adversarial) procedure, you can extract memorized text." Prevalence in the wild is a separate question!! arxiv.org/abs/2601.02671

I've often joked that as faculty I program in a high-level language called "graduate student". Having tried out Claude Code this morning, I (i) feel extremely at home, (ii) am realizing that research-by-graduate-student is perhaps the original vibe-coding. 1/2

Happy 2026! 🎉 📅 The ICWSM January submission deadline is just ten days away (Jan 15) Find all the information to submit your full paper, poster, demo, dataset, and tutorial proposal here: www.icwsm.org/2026/submit.... 🔔 Note that the deadline for workshop proposals is Jan 30!

Do reasoning models have real “Aha!” moments—mid-chain realizations where they intrinsically self-correct? In a new pre-print, “The Illusion of Insight in Reasoning Models," led by @liv-daliberti.bsky.social we provide strong evidence that they do not! 📜: arxiv.org/abs/2601.00514

If you've missed this piece about the different modes of empiricism in computer science versus the social sciences, I can highly recommend it. doomscrollingbabel.manoel.xyz/p/the-empiri...

ICYMI: Finally blogged about an "old" paper led by @groceryheist.cc that uses data from a @wikipedia.org system to show how the introduction of a biased AI flagging system can still lead to more fairness because the humans without the system are even more biased. mako.cc/copyrighteou...

Relevant thread with criticism/comments to the recent blog post

In a new blog post, I contrast two flavors of empiricism: the one practiced in the social sciences and the one practiced in ML/CS. I argue that we need both, given that CS is increasingly about "claims," and not just constructing artifacts. doomscrollingbabel.manoel.xyz/p/the-empiri...

I like this summary of how CS became heavily empirical, especially the bit about the introduction of human concerns leading to beliefs that the only way to understand is empirical (this was the bane of my existence for a couple years, actually 🙂)

In a new blog post, I argue that CS is already an empirical discipline, even though we often act as if it is not (mostly to our students). doomscrollingbabel.manoel.xyz/p/the-empiri...

The Center for Information Technology Policy at Princeton invites applications for a Postdoctoral Fellow to work with an interdisciplinary team (me, @bstewart.bsky.social, and @manoelhortaribeiro.bsky.social). Link: puwebp.princeton.edu/AcadHire/app... Please apply by THIS SUNDAY, Dec. 14!

The Center for Information Technology Policy at Princeton invites applications for a Postdoctoral Fellow to work with Andy Guess (Politics/SPIA), Brandon Stewart (Sociology), and me (CS). puwebp.princeton.edu/AcadHire/app... Please apply before Sunday, the 13th of December!

🚨 New in Nature+Science!🚨 AI chatbots can shift voter attitudes on candidates & policies, often by 10+pp 🔹Exps in US Canada Poland & UK 🔹More “facts”→more persuasion (not psych tricks) 🔹Increasing persuasiveness reduces "fact" accuracy 🔹Right-leaning bots=more inaccurate

help spread the word about this campaign - or, if you're able, consider supporting yourself! Bonfire is building a modular toolkit for organizing, mutual aid, open science, and collective decision-making on the open social web. communities choose what gets built: www.indiegogo.com/en/projects/...

Whoa, excellent study just dropped in Science! "Reranking partisan animosity in algorithmic social media feeds alters affective polarization" www.science.org/doi/10.1126/... Led by @tiziano.bsky.social and @msaveski.bsky.social

Come work with Homa!! She’s amazing!!

Trying an experiment in good old-fashioned blogging about papers: dallascard.github.io/granular-mat...

TikTok and the likes transformed how we spend time on our phones. But do they increase mobile use, or just reshuffle what we already do? We find that adopting TikTok increases total mobile usage and shortens breaks from the phone. Preprint: osf.io/preprints/so...

⚖️ Measuring Scalar Constructs in Social Science with LLMs with rising (and established) stars in Computational Social Science @haukelicht.bsky.social @rupak-s.bsky.social @patrickwu.bsky.social @pranavgoel.bsky.social @elliottash.bsky.social @alexanderhoyle.bsky.social arxiv.org/abs/2509.03116

🚨 I'm recruiting PhD students in Computer Science at Johns Hopkins University for Fall 2026. If you're interested in AI, HCI, and designing better online platforms and experiences, apply to work with me! More info: piccardi.me

Have been waiting for this paper to come out ever since Hongyao told me about it -- more academics should be taking advantage of such open data to answer important questions

wild :o

There’s plenty of evidence for political bias in LLMs, but very few evals reflect realistic LLM use cases — which is where bias actually matters. IssueBench, our attempt to fix this, is accepted at TACL, and I will be at #EMNLP2025 next week to talk about it! New results 🧵

The debate over “LLMs as annotators” feels familiar: excitement, backlash, and anxiety about bad science. My take in a new blogpost is that LLMs don’t break measurement; they expose how fragile it already was. doomscrollingbabel.manoel.xyz/p/labeling-d...

Graze is doing great work in supporting the entire ATProto Ecosystem, and their latest newsletter is a great illustration. Also featuring an interview with @sjgreenwood.bsky.social about Paper Skygest (bsky.app/profile/pape...)

Join us as postdoc at the Inequality Discourse Observatory at the University of Konstanz: stellen.uni-konstanz.de/jobposting/7... We will do epic research between Linguistics and Computational Social Science at the Cluster of Politics of Inequality. Feel free to DM if you have any questions.

Computer Science is no longer just about building systems or proving theorems--it's about observation and experiments. In my latest blog post, I argue it’s time we had our own "Econometrics," a discipline devoted to empirical rigor. doomscrollingbabel.manoel.xyz/p/the-missin...

🌱✨ Life update: I just started my PhD at Princeton University! I will be supervised by @manoelhortaribeiro.bsky.social and affiliated with Princeton CITP. It's only been a month, but the energy feels amazing —very grateful for such a welcoming community. Excited for what’s ahead! 🚀

Social media feeds today are optimized for engagement, often leading to misalignment between users' intentions and technology use. In a new paper, we introduce Bonsai, a tool to create feeds based on stated preferences, rather than predicted engagement. arxiv.org/abs/2509.10776

I'm thinking a lot about the debate around whether LMs can "understand." Enter a new thought experiment I call "the lean Chinese room." IMO, it shows how the pressure of compression and speed blurs the line between symbol-shuffling and understanding. doomscrollingbabel.manoel.xyz/p/the-lean-c...

Whether or not AIs “truly” understand is less important than how they reshape jobs, politics, and culture. My new post: why the “Human of the Gaps” fallacy distracts us from governing real-world AI impacts. doomscrollingbabel.manoel.xyz/p/the-retrea...

Creators pour years into building a following, but in a growing underground market, you can simply buy accounts and inherit their audience. In our new pre-print, we find this practice of repurposing accounts to be prevalent and consequential on YouTube! arxiv.org/abs/2507.16045