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Amy Zhang

@axz.bsky.social
11K followers 865 following 560 posts

Associate professor of social computing at UW CSE, leading @socialfutureslab.bsky.social social.cs.washington.edu

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Amy Zhang @axz.bsky.social · 06/10/2026
Then in the main CSCW conference, we have a paper on the politics of decentralized social media protocol designs: dl.acm.org/doi/abs/10.1... See you there? Please reach out if you're around!
dl.acm.org
Seeing the Politics of Decentralized Social Media Protocols | Proceedings of the ACM on Human-Computer Interaction
Calls to decentralize feed-based social media have been driven by concerns about the concentrated power of centralized platforms and their societal impact. In response, numerous decentralized social media protocols have emerged, each interpreting “...
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Amy Zhang @axz.bsky.social · 06/10/2026
Upcoming travel and papers: Not officially at #colm2026 but stopping by tmrw to the Ai2 event! And we have a paper in the Social Simulation with LLMs workshop: openreview.net/forum?id=81i... Sat-Tues I'll be at #cscw2026, first on a panel at the COMPASS workshop sites.google.com/view/worksho...
openreview.net
Verifying your browser | OpenReview
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Amy Zhang @axz.bsky.social · 28/09/2026
Life update: I'm going on sabbatical at Google DeepMind and will be based out of SF bay area for the next year. I would love to hang out if you're around! Excited to dream up new research directions & collaborations. Meanwhile I'll continue to lead my lab @socialfutureslab.bsky.social at UW CSE.
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Amy Zhang @axz.bsky.social · 16/09/2026
Totally fair, and thank you for the feedback!
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Amy Zhang @axz.bsky.social · 16/09/2026
Yes, we started this project in 2023! That being said, it’s a preprint so we can still improve it in response to feedback. We can take a pass over it to make it more current and more precise language-wise.
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Laurens @laurenshof.online · 15/09/2026
decentralisation moves the centralisation one layer up, as it ever does i do agree with these recommendations tho
Sustaining the custom feed ecosystem requires supporting feed discovery and creator maintenance
work. Our findings suggest that feed discovery could be supported more directly by platform infrastructure,
reducing the need for creators to self-promote. Existing third party websites9 aggregate feeds into topical lists
for ease of search, but it is unclear how effective this is for individual users to discover feeds. A potential
solution could be Bluesky utilizing a simple personalized ranking algorithm to recommend feeds based on user
interests through their already public data as a complement to the Discover feed. But we note that this can
raise the question of who designs that ranking algorithm and by what criteria, reintroducing another form of
centralized power over which feeds gain visibility. Additionally, we believe collective costs can be sustained
through community-guided labeler, moderation, and monetization systems for creators to lower the operational
burden of maintenance.
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Conflictedairr @conflictedairr.blacksky.app · 14/09/2026
Hey #blackskygamers quick plug and source of information & insight for you all that have questions on feeds here on Bluesky. In the quoted post below I’m proud to say I’m one of the many feed creators @tyzhou.bsky.social & the University of Washington decided to speak with on the topic of feeds 🧡
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hilling @hillingsama.bsky.social · 15/09/2026
The hardest part is not getting feedback. I’m so happy when you guys have told me you use the feeds I make! Even if it’s because there’s a problem you noticed, then I can both try to fix it and also I know it’s being used 😆 And I’m always happy to make more!
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Amy Zhang @axz.bsky.social · 14/09/2026
See paper for lots more details on our findings and takeaways! And thanks to the feed creators and third party devs out there who sat down to speak with us!!
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Amy Zhang @axz.bsky.social · 14/09/2026
How should we think about user data, access control, and accountability? What tools or infrastructure + other support do middleware providers need to thrive? These questions have not all been sorted out yet since it’s still fairly new. But our interviews point to ways to improve on the status quo.
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Amy Zhang @axz.bsky.social · 14/09/2026
We were interested in studying the Bsky custom feed ecosystem, with a focus on feed creators, as arguably the first real instantiation of the vision of middleware providers for social media services like recommendation. The idea always seemed great in theory, but how sustainable is it really?
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Tony Zhou @tyzhou.bsky.social · 14/09/2026
Bluesky gives users the power to choose their algorithms, but how does this actually work in practice? In our new preprint, we explore the ecosystem of Bluesky custom feeds and the feed creators behind them! 🧵 arxiv.org/abs/2609.12958
arxiv.org
Middleware for Feed Recommendation in Practice: How Feed Creators Build, Maintain, and Sustain Custom Feeds on Bluesky
Scholars have long proposed third-party middleware as an alternative to centralized algorithmic feeds: feeds built and distributed by independent feed creators. This vision saw no large-scale instanti...
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Amy Zhang @axz.bsky.social · 11/09/2026
Just found out Wendell Berry passed away two weeks ago, RIP. He was an absolute luddite - obviously, I'm not one but I've always love the humanism and appreciation of life in his poetry and clarity of thought in his words. eg reflections.yale.edu/article/mone...
reflections.yale.edu
Poem: “Questionnaire” | Reflections
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Eugene Vinitsky 🍒 @eugenevinitsky.bsky.social · 12/08/2026
For the past six months @mariaa.bsky.social and I have been working on creating an improved research experience on atproto. It's now live! Check out: lea.ac
leaflet.pub
Lea: research-oriented social media
Introducing a beta-version of our new research-focused social media platform
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Amy Zhang @axz.bsky.social · 27/07/2026
Rediscovered my old "love songs" Spotify playlist today (slowly curated from 2012-23). If you like millennial indie, here ya go: open.spotify.com/playlist/1Ni... Some greatest hits, some random gems too thanks to the Spotify discover weekly algo over the years (now just kids music for me 🥲).
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Prosocial Design Network @prosocialdesign.bsky.social · 13/05/2026
Can researchers & tech professionals connect to catalyze actionable research that supports healthier digital spaces? We've launched a new report alongside colleagues from the Trust and Safety Foundation, @integrity-inst.bsky.social & more. www.prosocialdesign.org/blog/connect...
prosocialdesign.org
Connecting Researchers & Practitioners to Catalyze Actionable Research
Expert Working Group Report
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Amy Zhang @axz.bsky.social · 17/05/2026
Congrats to @kjfeng.me on passing his dissertation defense, titled "Designing for Interactive Systems Powered by Generally Capable AI"! Kevin is @socialfutureslab.bsky.social's 3rd PhD graduate! Thanks to his all-star committee for thoughtful Qs: David McDonald @emtseng.bsky.social Dan Weld @mako.cc
all committee members and Kevin smiling and standing behind a desk. His dissertation title slide projected on screens behind them
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Amy Zhang @axz.bsky.social · 06/05/2026
Happy start of peony season (and lychee season!) to all who celebrate!
Vase of peony flowers in full bloom in pink, red, and yellow
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Amy Zhang @axz.bsky.social · 06/05/2026
UW CSE News covers our CHI award-winning paper 🥳 news.cs.washington.edu/2026/05/05/a...
news.cs.washington.edu
Allen School researchers recognized at CHI 2026 for multiple projects at the intersection of AI and HCI - Allen School News
At the recent ACM CHI Conference on Human Factors in Computing Systems (CHI 2026), Allen School researchers brought home multiple accolades for their innovative work in human-computer interaction (HCI...
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Petter Törnberg @pettertornberg.com · 23/04/2026
Social media is no longer social. Most of it is passive viewing of videos and pictures from people we've never met. But we're still studying social media like it's 2010. We've entered the post-social media era — and research needs to catch up. osf.io/preprints/so... preprint w/ Richard Rogers
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Amy Zhang @axz.bsky.social · 15/04/2026
Finally, we also had a paper with collaborator @tskuo.bsky.social at CMU on enabling collective design of community bots via a system that surfaces provocative hypothetical cases as a way to stress-test and iterate on bot policy: arxiv.org/abs/2509.25492
arxiv.org
Botender: Supporting Communities in Collaboratively Designing AI Agents through Case-Based Provocations
AI agents, or bots, serve important roles in online communities. However, they are often designed by outsiders or a few tech-savvy members, leading to bots that may not align with the broader communit...
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Amy Zhang @axz.bsky.social · 15/04/2026
Kevin @kjfeng.me also had a Best Paper award for his project on Cocoa, a system for human-agent collaboration on complex tasks via stepwise interactions that delegate agency and enable interleaving of planning & execution: arxiv.org/abs/2412.10999
arxiv.org
Cocoa: Co-Planning and Co-Execution with AI Agents
As AI agents take on increasingly long-running tasks involving sophisticated planning and execution, there is a corresponding need for novel interaction designs that enable deeper human-agent collabor...
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Amy Zhang @axz.bsky.social · 15/04/2026
Next, @kjfeng.me built a system for LLM policy prototyping - where domain experts can collaboratively work in small groups to author, evaluate, and iterate on LLM policy - out of needs we found running workshops in OpenAI's Democratic Inputs to AI program. arxiv.org/abs/2509.19680
arxiv.org
PolicyPad: Collaborative Prototyping of LLM Policies
As LLMs gain adoption in high-stakes domains like mental health, domain experts are increasingly consulted to provide input into policies governing their behavior. From an observation of 19 policymaki...
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Amy Zhang @axz.bsky.social · 15/04/2026
First, @leijiew.bsky.social led a paper on a HiTL prompt optimization technique that supports steerability and interpretability without sacrificing performance over APO. He built this into a working tool for YTers to author content classifiers for their comments. dl.acm.org/doi/10.1145/...
dl.acm.org
Promptimizer: User-Led Prompt Optimization for Personal Content Classification | Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems
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Amy Zhang @axz.bsky.social · 15/04/2026
Feeling FOMO that I can't be at #CHI2026 this year but please check out all the great work that our @socialfutureslab.bsky.social + friends are presenting (see below for paper links). And say hi to @kjfeng.me @aliciaguo.com, Katie Yurechko, and Tony Zhou who are at the conference!
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pluralistic-ai.bsky.social @pluralistic-ai.bsky.social · 30/03/2026
🚨We are excited to announce the 2nd Pluralistic Alignment Workshop at #ICML2026 in Seoul! Submissions: openreview.net/group?id=ICM... 🗓️Deadline: May 3 More details pluralistic-alignment.github.io We invite work on pluralistic alignment across technical, philosophical, and societal perspectives!
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Alexander Hoyle @alexanderhoyle.bsky.social · 26/03/2026
I wrote a blog post on my experience using AI for slide generation Basic idea: write your lecture notes first, then prompt the LLM to produce corresponding slides in reveal.js (h/t @chenhaotan.bsky.social). I'm picky about my slides but was happy with the results! alexanderhoyle.com/posts/ai-sli...
A slide showing that the posterior is proportional to the likelihood times the prior
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Amy Zhang @axz.bsky.social · 26/03/2026
Because of Canada’s inability to grant him a visitor visa in time 😒 Leijie will be presenting remotely instead of attending in person as he had planned. But please feel free to reach out with questions. We plan to put all our findings online in a couple more weeks.
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Amy Zhang @axz.bsky.social · 26/03/2026
Wish I could make it to #ATmosphereconf but instead, please come to a presentation by my student @leijiew.bsky.social, who will be talking about our interview study understanding experiences and needs of feed creators: atmosphereconf.org/event/VLerG2y
atmosphereconf.org
ATmosphereConf 2026
ATmosphereConf is the global atproto community conference. Join us in Vancouver, Canada, March 26th - 29th, 2026.
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Data & Society @datasociety.bsky.social · 26/02/2026
As part of our series “Democratizing AI for the Global Majority,” Teanna Barrett (@bound4nostar.bsky.social) examines the politics and power asymmetries shaping AI development in Africa today, and how developing local AI ecosystems might offer a path for progress. datasociety.net/points/towar...
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Philine Widmer @phinifa.bsky.social · 18/02/2026
Can feed algorithms shape what people think about politics? Our paper "The Political Effects of X's Feed Algorithm" is out today in Nature and answers "Yes." www.nature.com/articles/s41...
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Walter Scheirer @wjscheirer.bsky.social · 18/02/2026
Do We Need Subsidiarity in Software? #CHI2026 paper led by @louisaconwill.bsky.social. Subsidiarity is a principle where decisions or control occurs at the lowest level possible and the highest level necessary. Think about that for platforms like this one... Read it here: arxiv.org/abs/2509.13466
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Serena Booth @reniebird.bsky.social · 18/02/2026
We opened up applications for the Brown AI Policy Summer School! Please share with any computing or computational social science students who want to engage substantively with policymaking in the United States: cntr.brown.edu/summer-school. Deadline March 27th!!! Funding available!
cntr.brown.edu
CNTR Tech & Policy Summer School
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Tzu-Sheng Kuo 郭子生 @tskuo.bsky.social · 17/02/2026
🔮 How can we empower online communities to design AI agents tailored to their unique needs and norms? In our #CHI2026 paper, we introduce #Botender, a system that enables collaborative design of AI agents through 🔥case-based provocation🔥
Botender helps communities iteratively align their AI agents with their collective intents through case-based provocations.
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Benjamin Mako Hill @mako.cc · 16/02/2026
ICYMI: Finally blogged about an old paper (led by @groceryheist.cc) that explains why people often engage in multiple groups with overlapping topic and membership, and which helps explain why competition between online groups seems to be rare. mako.cc/copyrighteou...
mako.cc
Why do people participate in similar online communities?
Note: I have not published blog posts about my academic papers over the past few years. To ensure that my blog contains a more comprehensive record of my published papers and to surface these for f…
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Amy Zhang @axz.bsky.social · 28/01/2026
Can’t say I really consider myself an expert in this area given the many exemplary leaders I see around me, but it was a great time chatting on this podcast! Thanks for having me!
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Amy Zhang @axz.bsky.social · 06/01/2026
Haha, aw that is very high praise coming from you! Dream team right here!!
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John Herrman @jwherrman.bsky.social · 05/01/2026
Wrote about an obvious and yet profoundly underappreciated aspect of the AI boom: its total narrative capture by Elon Musk's X nymag.com/intelligence...
The reality of the AI industry is far larger than a subculture on X with hundreds of billions of dollars flowing into physical infrastructure, reshaping jobs, and deploying into products used by billions of people. But that makes X's capture of the AI conversation all the more notable. Much as Twitter long ago captured, amplified, and distorted elite conversation in media, in sports, in parts of finance, in left politics, and more recently in right politics, the world's understanding of what's going on in Silicon Valley right now - the hype and the doom and the bubble and the progress - is first processed through the strange culture and incentives of X, which is now owned by estranged OpenAI co-founder, Google antagonist, and xAI founder Elon Musk. It has been merged into xAI, where the in-house chatbot occasionally confuses itself with Hitler. When the history of this period in tech is eventually written, it will be composed of, among other things, a whole lot of threads and replies from blue checks on X.Then, of course, there's the Musk factor. The fact of his ownership creates obvious risks for all of his competitors, who rely on his platform to supply the vibes they need to help keep their companies, and the AI boom in general, going. It's worth remembering that, back before he decided to purchase it and let it drive him nuts, Twitter was, to Musk, a platform with clear functional utility, a social network that helped make him wildly famous and use that fame to convince thousands of retail traders to buy into Tesla, the company that made him the richest man in the world.
Even if we assume, against all reason, that Musk won't leverage this unusual sort of power over all the competitors gathered on his platform, X's influence over them and how they're seen by the rest of the world is undeniable. Along with "AI Twitter," some of the other communities thriving on Musk era X include MAGA guys and crypto guys, meaning that the background vibe of the primary gathering place for the industry that's trying to remake the world is quite a bit more conservative and mercenary than it otherwise might have been, and while the primary factor in the public's deep skepticism of where Al is going is clearly fear about labor, association with polarizing Muskian politics probably doesn't help assuage ambient fears about job loss and surveillance. (One important consequence of having the AI elite gathered on X is that their media diets are now substantially made up of one another's posts, effusive and dismissive responses to their oren posts, and standard "For You" page Musk-era algo-slop.
It's hard to overstate how thoroughly their information diets are influenced by their timelines, and you can get a pretty good idea of what those look like by jacking into
AI Twitter yourself.)
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Yuxuan Li @yuxuanli1225.bsky.social · 18/12/2025
🚨 New CHI 2026 Workshop 🚨 PoliSim@CHI 2026: LLM Agent Simulation for Policy
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Mike Masnick @masnick.com · 05/12/2025
Remember when the internet wasn't awful? We can go back to that. Some friends and I have released the Resonant Computing Manifesto: a call to bring back such a time, to see if we can bring back a world where technology works for us, rather than against us. resonantcomputing.org
resonantcomputing.org
The Resonant Computing Manifesto
Technology should bring out the best in humanity, not the worst—a manifesto for resonant computing built on five principles that reject hyper-scale extraction for human flourishing.
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Amy Zhang @axz.bsky.social · 26/11/2025
I'll be at #neurips2025 briefly for the workshop weekend, specifically the Algorithmic Collective Action workshop and Regulatable ML workshop (where @kjfeng.me was selected to give an oral for his workshop paper on regulating agent UIs!). LMK if you're around!
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Rebecca Crootof @crootof.bsky.social · 02/09/2025
As many know, @bjard.bsky.social and I have been drafting a Technology Law coursebook for a few years. We've used it to teach classes at three institutions, including Yale Law School, and others have used chapters in their techlaw classes. We're excited to share the current version more broadly!
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Kate Starbird @katestarbird.bsky.social · 24/11/2025
The UW Center for an Informed Public is looking for postdocs (for 2026-2028) from across diverse disciplines whose research sheds light on the challenges of our modern information environment, promotes civic health, and/or helps people/communities navigate online spaces: apply.interfolio.com/177901
apply.interfolio.com
Apply - Interfolio {{$ctrl.$state.data.pageTitle}} - Apply - Interfolio
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Amy Zhang @axz.bsky.social · 07/11/2025
Oh absolutely, we will anonymize all responses in any publication!
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dame @dame.is · 20/08/2025
it's been a long time coming, but i'm happy to share that my latest creative project is finally here... @anisota.net is an experimental social client (and game!) for Bluesky and the AT Protocol i built it for me because i'm kinda weird and needed an equally weird way to experience social media 🕯️
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Amy Zhang @axz.bsky.social · 24/10/2025
Beautiful tree on my walk! (+ cute dog)
Bright red tree, Japanese maple White fluffy Samoyed dog in front of tree
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Amy Zhang @axz.bsky.social · 23/10/2025
Well given there are like 70k? and counting feeds, I’m sure you are not alone! It’s a really interesting use case and has implications for sustainability to have that institutional backing. we will reach out!!
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Mor Naaman @informor.bsky.social · 23/10/2025
Well this is sure to be a blockbuster AI article... @jennarussell.bsky.social et al are kicking ass and taking names in journalism, both individuals and organizations. "AI use in American newspapers is widespread, uneven, and rarely disclosed" arxiv.org/abs/2510.18774
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Amy Zhang @axz.bsky.social · 23/10/2025
Yes we will publish what we find! Although I don’t know if we’ll have the answer to that question as we’re mostly talking to feed creators and not users (unless you mean these institutions creating custom feeds? I haven’t heard much about this).
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