New in Nature Health: how might we move towards a world in which race is not used in clinical algorithms? We need (1) careful comparison of race-aware and race-neutral algorithms and (2) systemic efforts to address underlying disparities.

The deadline for the 2026 FAccT DC is next Tuesday, February 24! If you are a student working on topics relevant to the FAccT's scope, this is an opportunity to interact with a diverse set of peers and mentors! #facct2026 #facct26 #facct Details here: facctconference.org/2026/callfor...

Applications are now live for Cornell Tech’s Summer Innovation Intensives! This three-week experience invites high school students to explore AI, ethical coding, data science, and product innovation — all on Cornell Tech's NYC campus. Learn more and apply: https://bit.ly/48cr6gy

Good news: I found your new best friend!! My foster dog Ellie is 60 lbs of pure love with the most velvety ears in the world ❤️ She is smart, friendly, and loves walks and snuggles - and she's officially looking for her forever home!! Apply to adopt Ellie here: nycacc.app#/browse/241644

I spoke with @kattenbarge.bsky.social for this @wired.com piece about my research into reddit moderators' experiences moderating AI-generated content. Moderators are working hard to keep Reddit "one of the most human spaces left on the internet," but it's a trying and often thankless task.

Excited to share a new working paper! What happened when Change.org integrated an AI writing tool into their platform? We provide causal evidence that petition text changed significantly while outcomes did not improve. 1/ arxiv.org/abs/2511.13949

Spread the word! 📢 The FATE (Fairness, Accountability, Transparency, and Ethics) group at @msftresearch.bsky.social in NYC is hiring interns and postdocs to start in summer 2026! 🎉 Apply by *December 15* for full consideration.

love this thread from Isabel highlighting some really interesting @codemit.bsky.social talks!!

Please respond to this survey if you have changed or have thought about changing your name in academic publishing! For any reason, whether it be transition, recognizability, marriage, privacy, immigration, cultural reasons, etc. Please RT for reach :)

No better time to start learning about that #AI thing everyone's talking about... 📢 I'm recruiting PhD students in Computer Science or Information Science @cornellbowers.bsky.social! If you're interested, apply to either department (yes, either program!) and list me as a potential advisor!

Applying for a #PhD @ischool.uw.edu? Read 👇 Our student-run application feedback program will be open from October 20th through 1st November 2025. Everyone applying, especially those from historically underrepresented groups or who have faced barriers in higher ed are highly encouraged to apply.

We’re excited to release the Call for Papers for #FAccT2026 which will be held in Montreal, Canada in June 2026! Abstracts are due on January 8th, papers due on January 13th. Call for Papers: facctconference.org/2026/cfp Important info in thread →

I am on the job market this year! My research advances methods for reliable machine learning from real-world data, with a focus on healthcare. Happy to chat if this is of interest to you or your department/team.

We are launching our Graduate School Application Financial Aid Program (www.queerinai.com/grad-app-aid) for 2025-2026. We’ll give up to $750 per person to LGBTQIA+ STEM scholars applying to graduate programs. Apply at openreview.net/group?id=Que.... 1/5

🌟 If you’re applying to CMU SCS PhD programs, and come from a background that would bring additional dimensions to the CMU community, our PhD students are here to help! Apply to the Graduate Applicant Support Program by Oct 13 to receive feedback on your application materials:

15 days left to submit to the CSLaw '26 main track! (archival and non-archival)!

Join us for NYC Privacy Day 2025 at Cornell Tech, hosted by DLI @nissenbaum.bsky.social and SETS @mantzarlis.com. We have a great selection of speakers and alongside talks, we’ll feature student posters + demos. 🔗 Details, registration, and poster submission: dli.tech.cornell.edu/nyc-privacy-...

I'm at Seattle 4S! I'll be part of the "Risks of 'Social Model Collapse' in the Face of Scientific and Technological Advances" panel Friday morning, discussing online community governance of AI-generated content. Would love to meet others studying AI's impact on the info ecosystem! #STS #4S

Are you a researcher using computational methods to understand cities? @mfranchi.bsky.social @jennahgosciak.bsky.social and I organize an EAAMO Bridges working group on Urban Data Science and we are looking for new members! Fill the interest form on our page: urban-data-science-eaamo.github.io

**Please repost** If you're enjoying Paper Skygest -- our personalized feed of academic content on Bluesky -- we'd appreciate you reposting this! We’ve found that the most effective way for us to reach new users and communities is through users sharing it with their network

This is such a great paper and really helps to emphasize how data under specification in ML systems bias our understanding and decision making. Especially in inequitable resource scarce settings. Thanks for sharing @emmharv.bsky.social !

Emma has such good research taste :) Given the sheer scale of these events, its really helpful to see what caught people's eye at these conferences...

Check out our work at @ic2s2.bsky.social this afternoon during the Communication & Cooperation II session!

🥳 🎉 ❤️ The ACL 2025 Proceedings are live on the ACL Anthology 🥰 ! We’re thrilled to pre-celebrate the incredible research 📚 ✨ that will be presented starting Monday next week in Vienna 🇦🇹 ! Start exploring 👉 aclanthology.org/events/acl-2... #NLProc #ACL2025NLP #ACLAnthology

🚗 Not Even Nice Work If You Can Get It; A Longitudinal Study of Uber's Algorithmic Pay and Pricing by @rdbinns.bsky.social @jmlstein.bsky.social et al. (incl. @emax.bsky.social) audits Uber's pay practices, focusing on the shift to paying drivers a "dynamic" (opaque, unpredictable) share of fare.

Are you an HCI researcher from or who studies the Global Majority? Reviewed research about Global Majority for HCI venues? @farhana-shahid.bsky.social & I are conducting research on peer review experience of research by and about Global Majority. participation form: docs.google.com/forms/d/e/1F...

This is a fantastic thread and summary of several exciting new research papers! These were among my favorites, too. Check it out, and don't forget to read @emmharv.bsky.social's award-winning FAccT paper with @allisonkoe.bsky.social and @kizilcec.bsky.social: dl.acm.org/doi/10.1145/...

After having such a great time at #CHI2025 and #FAccT2025, I wanted to share some of my favorite recent papers here! I'll aim to post new ones throughout the summer and will tag all the authors I can find on Bsky. Please feel welcome to chime in with thoughts / paper recs / etc.!! 🧵⬇️:

If you run conjoint experiments, you need to read this. Most conjoints estimate average effects for each attribute. But what if the effect of one attribute depends on the others? This paper has got you covered!

Due to travel restrictions, I cannot attend DIS in Madeira, Portugal. 🇵🇹🏝️ I recorded my presentation on how Technology Design Students use GenAI in class projects, accelerating design iteration but causing negative sentiment about learning and reflection skills. supercut.ai/share/cornel...

I've arrived in the 🌁Bay Area🌁, where I'll be spending the summer as a research fellow at Stanford's RegLab! If you're also here, LMK and let's get a meal / go on a hike / etc!!

We're happy to officially announce the location of #FAccT2026! Next year's conference will be held in Montreal, Canada 🇨🇦 Su Lin Blodgett and Zeerak Talat will be General Chairs, and Michael Madaio will be PC Chair 🎉 (thanks to MindView for the photo!)

I am presenting a new 📝 “Bias Delayed is Bias Denied? Assessing the Effect of Reporting Delays on Disparity Assessments” at @facct.bsky.social on Thursday, with @aparnabee.bsky.social, Derek Ouyang, @allisonkoe.bsky.social, @marzyehghassemi.bsky.social, and Dan Ho. 🔗: arxiv.org/abs/2506.13735 (1/n)

For folks at @facct.bsky.social, our very own @cornellbowers.bsky.social student @emmharv.bsky.social will present the Best-Paper-Award-winning work she led on Wednesday at 10:45 AM in the "Audit and Evaluation Approaches" session! In the meantime, 🧵 below and 🔗 here: arxiv.org/abs/2506.04419 !

I am so excited to be in 🇬🇷Athens🇬🇷 to present "A Framework for Auditing Chatbots for Dialect-Based Quality-of-Service Harms" by me, @kizilcec.bsky.social, and @allisonkoe.bsky.social, at #FAccT2025!! 🔗: arxiv.org/pdf/2506.04419

🏆 Announcing the #FAccT2025 best paper awards! 🏆 Congratulations to all the authors of the three best papers and three honorable mention papers. Be sure to check out their presentations at the conference next week! facct-blog.github.io/2025-06-20/b...

I'm so excited this paper is finally online!!! 🎉 We had so much fun working on this with @emmharv.bsky.social!!! Thread below summarizing our contributions...

📣 "Understanding and Meeting Practitioner Needs When Measuring Representational Harms Caused by LLM-Based Systems" is forthcoming at #ACL2025NLP - and you can read it now on arXiv! 🔗: arxiv.org/pdf/2506.04482 🧵: ⬇️

FYI for those that need it lol - the AIES deadline has been updated to May 23rd: www.aies-conference.com/2025/call-fo...

At CHI2025, @emmharv.bsky.social et al’s research recommend facilitation of educator mediation of technical harms, regulatory review of LLM-based systems, entrusting tool building to educators themselves, & prioritizing educator-centered procurement. The teachers have to be central to the process!

I am officially in 🌸Yokohama🌸 for #CHI2025! If you're interested in algorithmic fairness and/or getting something to eat, please say hi as I am a big fan of both!!

Please help spread the word! Attending @facct.bsky.social 25 and want to host an in‑person or virtual social? Submit a short application to our Call for Socials to receive organizer support! facctconference.org/2025/cfsocial We welcome socials based on both research topics and personal identities✨

Our call for volunteers for #FAccT2025 is live! The call is open to everyone, though students are particularly welcome. In exchange for volunteering, your conference fee will be waived. Apply by April 25! facctconference.org/2025/cfv

🎉 So excited to share that "Don't Forget the Teachers" has received a Best Paper Award at #CHI2025!! @allisonkoe.bsky.social @kizilcec.bsky.social

*NEW DATASET AND PAPER* (CHI2025): How are online communities responding to AI-generated content (AIGC)? We study this by collecting and analyzing the public rules of 300,000+ subreddits in 2023 and 2024. 1/

FYI! Though AIES is at the same time as CSCW this year. (Sorry for the alphabet soup, that's academic conferences for you.)

@emmharv.bsky.social will be presenting our work on identifying harms from LLMs in education at CHI! Please check it out

Important work here on AI harms in education, from research with both edtech firms and teachers "while edtech providers focus on mitigating *technical harms*, educators are more concerned about harms from the *broader impacts* of LLMs"

Excited for @emmharv.bsky.social to present her CHI paper next month - thorough and ever-timely research on the harms of LLMs in education! arXiv link here: arxiv.org/pdf/2502.14592