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

Crunching away on a paper for #CHI2026 about online communities, moderation, or sociolinguistics? You may be want to check out recent work led by @galenweld.bsky.social on predicting SOVC within subreddits based on the style and structure of conversations. arxiv.org/abs/2508.08596

The @acm-cscw.bsky.social Starter Pack is growing ahead of #CSCW2025 ! (go.bsky.app/SPumuMT) 🔥 A warm welcome to all of our new members 🔥: @imanm02.bsky.social @jesanovi.bsky.social @shadinz.bsky.social @jaytee-ess.bsky.social @jaewonk.bsky.social @sypark9.bsky.social New member thread 1/x

We are organizing a workshop on Algorithmic Collective Action at NeurIPS this year. As AI continues to concentrate power, we will meet in San Diego (Dec 6 or 7) for critical conversations on user coordination, labor, data protection, and community advocacy. Submissions due August 22. #NeurIPS2025

Last day of #ACL2025NLP but there's still lots to do: attend the #WikiNLP workshop, where we explore how NLP and wikipedia can help each other! We have amazing keynotes, discussions with Wikipedia editors, a panel + posters! Details: meta.wikimedia.org/wiki/NLP_for... Join us in room 2.31!

My team is organizing a workshop on information disorder at the CSCW conference (Oct 18, Bergen, Norway). We aim to convene scholars committed to understanding mis & disinfo, scams, online hate, etc. Applicants should submit 2-6 page position papers by Aug 1: cscw2025infodisorder.netlify.app

Prompting is our most successful tool for exploring LLMs, but the term evokes eye-rolls and grimaces from scientists. Why? Because prompting as scientific inquiry has become conflated with prompt engineering. This is holding us back. 🧵and new paper with @ari-holtzman.bsky.social .

Thrilled to share that I’ve successfully defended my PhD dissertation and I will be joining MIT as an Assistant Professor starting Fall 2026, with a shared appointment between Sloan and EECS! I will be recruiting 1-2 PhD students this upcoming cycle. Consider applying to MIT EECS!

Another week, another research ethics controversy. TL;DR Researchers released a public dataset of 2B+ messages from 4M+ users on 3k+ "public" Discord servers. Usernames/IDs are anonymized. But let's unpack this one... 🧵 www.404media.co/researchers-...

🚀 Curious about research on @wikipedia.org and @wikimediafoundation.org projects? Join us at #WikiWorkshop2025, May 21–22 (virtual)! 🔹 46 research talks 🔹 Live Q&A + networking Free registration: pretix.eu/wikimedia/wi...

Somewhat oddly, the Trump regime's initial moves to cut science funding went very broad. This is catalyzing solidarity & advocacy around the value of science (see comms featuring cancer cures & tech innovation). But their next move may be to try to drive a wedge b/w "good science" & "bad science".

Groups use processes to make decisions. But normal people with no training will usually run a bad process. When you just perform how you think meetings are supposed to work, without training, your meetings will be boring or bad. AND, big secret: when everyone's trained, meetings feel good.

Serving as the Student Volunteer Co-Chair at #CHI2025 @chi.acm.org has been an incredible experience! A huge thank you to the 200 student volunteers who worked tirelessly behind the scenes to help make the conference a success. Looking forward to seeing you all next year in Barcelona!

☀️ Our amazing team of student volunteers is all set and excited for the conference kickoff! #CHI2025

@kjfeng.me and @rockpang.bsky.social are kicking off the panel on sociotechnical AI governance! #CHI2025

📢📢📢 Second for Contributions! Join us at the 2nd WikiNLP Workshop on NLP for Wikipedia, co-located with #ACL2025 in Vienna. We welcome both in-person and virtual attendees, and have both archival and non-archival tracks! 🗓️ deadline: April 30 Details: meta.wikimedia.org/wiki/NLP_for...

I would love to never see the phrase "little is known about" in a paper ever again. (1) Most of the time the authors are far more confident about that statement than they should be. (2) There are lots of things we know little about because no one cares. Just not knowing isn't a good motivation.

Do you make custom feeds on Bluesky? We'd love to hear about your experiences as part of a research project at @uofwa.bsky.social @socialfutureslab.bsky.social ! Come chat with us for 45 mins and get $20 gift card. Express your interest here: forms.gle/CtoZTwCovTv8....

AI research often aims to generate Wikipedia-like content, but Wikipedia’s success lies in the underlying processes and infrastructures that enable human collaboration. Rather than just mimicking content, we should use AI to support human collaboration. Our Wikibench paper is one such example:

"When a complex system is far from equilibrium, small islands of coherence in a sea of chaos have the capacity to shift the entire system to a higher order." Iya Prigogine, Noble prize-winning chemist

Check out our latest work on steerable alignment! We improve on a typical in-context learning approach with semantic retrieval by proposing metrics that instead select examples that best exemplify a group's shared values, enabling inference-time alignment to a particular group. ➡️

In-context learning can be an effective way to conduct value alignment of LLMs through examples, but when there are multiple pluralistic groups, are the best examples for one group also the ones for another? We explore this in our paper 🌟SPICA🌟 (🧵1/9)

How can we help communities collaboratively shape policies that impact them? In our #CHI2025 paper, we present PolicyCraft, a system that supports ✨collaborative policy design✨ through case-grounded deliberation. (🧵/11)

Book announcement: with Melissa Valentine, we are publishing "Flash Teams: Leading the Future of AI-Enhanced, On-Demand Work." It's a leadership book synthesizing a decade of Stanford research on how computing, online platforms, and AI reshape teamwork. Coming October from @mitpress.bsky.social!

I’m honored to receive the Presidential Fellowship from @carnegiemellon.bsky.social's K&L Gates Initiative and to speak at next week's GenAI conference! I'll share how we build systems that empower people to shape AI through collaborative, deliberative, and democratic processes.

18F was doing exactly the type of work that DOGE claims to want – yet we were eliminated shortly after midnight. Read our letter to the American people: 18f.org

Deadline for the 🎙️Speech AI For All workshop💬 extended to Feb 28. Time to get your submissions in! #CHI2025 Paper submissions are recommended, but optional. Don't let that stop you from applying :) Application: forms.gle/sJ93X9oZm3Tr... Info: speechai4all.org

Amy has been my academic role model and inspiration! Huge congrats! 🥳

🚨Trapped by infinite scroll & autoplay on social media? Our TOCHI paper introduces a system that reduces distraction by 4x by suppressing these and other dark patterns. Purpose Mode: Reducing Distraction through Toggling ACDPs on Social Media Web Sites 📝 hankhplee.com/papers/purpo...

@wikipedia.org is vital for #NLP, yet little research contributes back to the Wikimedia community. To bridge this gap, we are organizing #WikiNLP to advance both. w/ Isaac Johnson (@wikimediafoundation.org) @akhilarora.bsky.social @frimelle.bsky.social @tiziano.bsky.social @indiiigo.bsky.social

📣Announcing MLDPR 2025, an @iclr-conf.bsky.social workshop on data and benchmarking practices in ML! 🔗 mldpr2025.com 📭accepting submissions related to: ▫️data curation ▫️FAIR datasets ▫️ML data repositories ▫️reproducibility ▫️holistic benchmarking

In Taiwan, years back, some civic hackers created the Gov0 campaign (or g0v) in which they got the domain name g0v.tw (it's a zero in the middle) and created alternatives to every gov website of what they would do if they were in charge. Anyone could see the plans by replacing the o with the 0.

Today we’re confirming a few things about #ATmosphereConf * we’re going to be holding the first #atproto conference in Seattle * join us March 22nd & March 23rd Read on for some more updates.

Somehow only just became aware of LlooM, a toolkit that uses a combination of clustering and prompts to extract concepts and describe custom datasets — similar to a topic model. Looks nice, with lots of documentation and open colab notebooks! Has anyone used it? stanfordhci.github.io/lloom/about/

🤔Giving complex tasks to AI agents is easy—getting them to do exactly what you want isn’t. How can human-AI collaboration give us more reliable & steerable agents? 🍫Introducing Cocoa, our new interaction paradigm for balancing human & AI agency in complex human-AI workflows. 🧵

Incredibly amped to co-organize this #CHI2025 workshop on the future of news and HCI 📰📺🌐 Join us in exploring how HCI can support the production, verification and dissemination of trustworthy news in a changing world! 🔗 Details: sites.google.com/view/newsfut... ⏳ Deadline: Feb 20, 2025 (AoE)

Excited to co-organize this #CHI2025 workshop on Tools for Thought! 🎉 Join us in exploring how Generative AI can understand, protect, and augment human cognition. Submit your work to help shape this critical conversation! 🔗 Details & Submission: aka.ms/toolsforthou... ⏳ Deadline: Feb 13, 2025 (AoE)

Am reminded of this CHI paper about the problem with crowdsourcing fact checking to users - it showed that the partisanship of users was more predictive of what gets challenged than the actual content. :-/ dl.acm.org/doi/10.1145/...

Imagine if you could use the programming work of others to solve problems, translate text, or answer complex questions — all without needing to know how to code. Wikifunctions makes this possible by creating a global library of reusable tools, or functions, that anyone can use and improve. 🧵⬇️ (1/7)

I've been thinking about in-context learning for nearly 3 years. While there is still plenty I don't fully understand, five papers have--to a very large extent--shaped my perspective on it, and I believe everyone should read them.

Hello 👋🏾 We are the Wikimedia Foundation, the non-profit organization behind Wikipedia and 13 other free knowledge projects. We believe that knowledge is a human right, and we work to make sure it is accessible to everyone around the world. Learn more in #AWikiMinute ▶️

📢📢 Introducing the 1st workshop on Sociotechnical AI Governance at CHI’25 (STAIG@CHI'25)! Join us to build a community to tackle AI governance through a sociotechnical lens and drive actionable strategies. 🌐 Website: chi-staig.github.io 🗓️ Submit your work by: Feb 17, 2025

How might AI such as Large Language Models (LLMs) play a role in a enhancing digital public squares? How can LLMs & other technologies improve the quality of online discourse? Thread summarising a new paper exploring these questions, that I co-authored arxiv.org/abs/2412.09988 1/n

The work of Taiwanese sculptor Hsu Tung Han 韓旭東 - of wood sculptures carved as if pixelated and uploading [Via his Flickr www.flickr.com/photos/hsutu...

I am recruiting a postdoc via the CBI Fellowship Program (carnegiebosch.cmu.edu/fellowships/...). Interested in designing & evaluating interactive systems for participatory AI, augmented and collective intelligence, responsible AI, or related areas? Please apply and reach out to me via email!

Wrapped up the first offering of a new course @cmuhcii.bsky.social this week: Augmenting Intelligence coaugmentation.com This was *such* a blast to teach! At our course exhibition on Wednesday, students presented posters, interactive demos, and art pieces around cognitive augmentation for...

If you are headed to NeurIPS, please join for our Pluralistic Alignment workshop! We have a great set of speakers from a range of backgrounds. & all the papers that will be presented at the workshop are posted: pluralistic-alignment.github.io lmk if you'd like to catch up at the conference too! :)

Super excited to announce that @msftresearch.bsky.social's FATE group, Sociotechnical Alignment Center, and friends have several workshop papers at next week's @neuripsconf.bsky.social. A short thread about (some of) these papers below... #NeurIPS2024

Polis will turn 13 years old this January! A thread of some of my favorite writing about the project and impact, and why. First up: Chris Horton, NYT Correspondent for Taiwan, writes about vTaiwan in MIT Tech Review www.technologyreview.com/2018/08/21/2...

📢 Seeking PhD students for AI alignment research. Our lab investigates technical mechanisms for value learning, pre-training alignment, and regulatory frameworks. Come work with us if you want to bridge technical ML and legal/policy domains. Details in thread 🧵