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Reposted by Karen Levy

Mor Naaman @informor.bsky.social · 16d

If your community is thinking about Community Notes, we have some notes to guide your Community Notes thinking right here. #CommunityNotes

travis lloyd (træve) @travislloydphd.bsky.social · 16d

New preprint! Crowdsourced Context Systems (CCS) like X's and Meta's Community Notes are popping up on various social media platforms. How can we better understand, critique, and design such systems?

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travis lloyd (træve) @travislloydphd.bsky.social · 16d

We hope this framework will guide an HCI research agenda on this impactful new class of social media system. Check out the full paper here: www.arxiv.org/abs/2509.15434
@informor.bsky.social @karenlevy.bsky.social @tungdnguyen.bsky.social

Beyond Community Notes: A Framework for Understanding and Building Crowdsourced Context Systems

Social media platforms are increasingly developing features that display crowdsourced context alongside posts, modeled after X's Community Notes. These systems, which we term Crowdsourced Context Syst...

www.arxiv.org

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travis lloyd (træve) @travislloydphd.bsky.social · 16d

New preprint! Crowdsourced Context Systems (CCS) like X's and Meta's Community Notes are popping up on various social media platforms. How can we better understand, critique, and design such systems?

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Reposted by Karen Levy

Nikhil Garg @nkgarg.bsky.social · Aug 11

New piece, out in the Sigecom Exchanges! It's my first solo-author piece, and the closest thing I've written to being my "manifesto." #econsky #ecsky
arxiv.org/abs/2507.03600

Screenshot of paper abstract, with text: "A core ethos of the Economics and Computation (EconCS) community is that people have complex private preferences and information of which the central planner is unaware, but which an appropriately designed mechanism can uncover to improve collective decisionmaking. This ethos underlies the community’s largest deployed success stories, from stable matching systems to participatory budgeting. I ask: is this choice and information aggregation “worth it”? In particular, I discuss how such systems induce heterogeneous participation: those already relatively advantaged are, empirically, more able to pay time costs and navigate administrative burdens imposed by the mechanisms. I draw on three case studies, including my own work – complex democratic mechanisms, resident crowdsourcing, and school matching. I end with lessons for practice and research, challenging the community to help reduce participation heterogeneity and design and deploy mechanisms that meet a “best of both worlds” north star: use preferences and information from those who choose to participate, but provide a “sufficient” quality of service to those who do not."

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Pegah Moradi @pegahmoradi.bsky.social · Aug 1

For @thehill.com, I wrote about what the Biden-Trump autopen controversy can tell us about automation, AI, and trust: thehill.com/opinion/whit...

thehill.com

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Marianne Aubin Le Quéré @mariannealq.bsky.social · Jun 4

It's finally public! 🎉

Excited to announce I'll be joining UIUC's iSchool as an Assistant Professor in Fall 2026. My lab will focus on AI information ecosystems, computational social science, and social computing. I will start recruiting PhD students this cycle, so please reach out if interested.

iSchool at Illinois @ischoolui.bsky.social · Jun 4

The #iSchoolUI is pleased to announce that Marianne Aubin Le Quéré (@mariannealq.bsky.social) will join the faculty as an assistant professor in August 2026. Her work traces how AI and other emerging technologies impact online news and civic information ecosystems. ▶️ bit.ly/4kObZ0l

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Karen Levy @karenlevy.bsky.social · Jun 3

This is a great interview with a real one: a wonderful peek into the brain of @pegahmoradi.bsky.social and her work on automation and labor!

Pegah Moradi @pegahmoradi.bsky.social · Jun 3

I had a great conversation with Madison Snider at Siegel about how various technologies—from complex AI tools to basic self checkout—are changing the nature of service jobs for millions of Americans 🛒 Give it a read to learn more about my recent work! :)
www.siegelendowment.org/insights/the...

The Human in the Loop: Pegah Moradi on Automation, Discretion, and the Future of Frontline Work - Siegel Family Endowment

Pegah Moradi is a PhD candidate in Information Science at Cornell University, where she studies the social and organizational dimensions of digital automation, with a focus on its impacts on work and ...

www.siegelendowment.org

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Josh Kovensky @joshkovensky.bsky.social · Apr 9

For your enjoyment: here is Secretary of Education Linda McMahon talking about implementing AI in schools, but pronouncing it "A1," as in "A1 Steak Sauce"

www.youtube.com/live/lxrg28z...

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Emma Harvey @emmharv.bsky.social · Mar 13

✨New Work✨ by me, @allisonkoe.bsky.social, and @kizilcec.bsky.social forthcoming at #CHI2025:

"Don't Forget the Teachers": Towards an Educator-Centered Understanding of Harms from Large Language Models in Education

🔗: arxiv.org/pdf/2502.14592

A screenshot of our paper:

Title: “Don’t Forget the Teachers”: Towards an Educator-Centered Understanding of Harms from Large Language Models in Education

Authors: Emma Harvey, Allison Koenecke, Rene Kizilcec

Abstract: Education technologies (edtech) are increasingly incorporating new features built on LLMs, with the goals of enriching the processes of teaching and learning and ultimately improving learning outcomes. However, it is still too early to understand the potential downstream impacts of LLM-based edtech. Prior attempts to map the risks of LLMs have not been tailored to education specifically, even though it is a unique domain in many respects: from its population (students are often children, who can be especially impacted by technology) to its goals (providing the ‘correct’ answer may be less important than understanding how to arrive at an answer) to its implications for higher-order skills that generalize across contexts (e.g. critical thinking and collaboration). We conducted semi-structured interviews with six edtech providers representing leaders in the K-12 space, as well as a diverse group of 23 educators with varying levels of experience with LLM-based edtech. Through a thematic analysis, we explored how each group is anticipating, observing, and accounting for potential harms from LLMs in education. We find that, while edtech providers focus primarily on mitigating technical harms, i.e. those that can be measured based solely on LLM outputs themselves, educators are more concerned about harms that result from the broader impacts of LLMs, i.e. those that require observation of interactions between students, educators, school systems, and edtech to measure. Overall, we (1) develop an education-specific overview of potential harms from LLMs, (2) highlight gaps between conceptions of harm by edtech providers and those by educators, and (3) make recommendations to facilitate the centering of educators in the design and development of edtech tools.

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Karen Levy @karenlevy.bsky.social · Mar 20

Absolutely adore the idea that someone would confuse Deloitte with Deee-lite

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Karen Levy @karenlevy.bsky.social · Mar 12

We were made for this moment!!!! 🤖✒️

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Pegah Moradi @pegahmoradi.bsky.social · Mar 12

this is literally my superbowl

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Pegah Moradi @pegahmoradi.bsky.social · Mar 12

but that doesn't mean it wasn't ever controversial (and perhaps always has been!), per my paper with @karenlevy.bsky.social on what the autopen can tell us about values embedded in digital replication :) ijoc.org/index.php/ij...

Sociotechnical Change: Tracing Flows, Languages, and Stakes Across Diverse Cases| “A Fountain Pen Come to Life”: The Anxieties of the Autopen | Moradi | International Journal of Communication

Sociotechnical Change: Tracing Flows, Languages, and Stakes Across Diverse Cases| “A Fountain Pen Come to Life”: The Anxieties of the Autopen

ijoc.org

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Pegah Moradi @pegahmoradi.bsky.social · Mar 12

The Heritage Foundation-backed "Oversight Project" pointing out that Biden used an autopen to sign a number of documents *would* be damning...if it wasn't the case that nearly every president since JFK has done the same

Newsweek - News, Analysis, Politics, Business, Technology @newsweek.com.web.brid.gy · Mar 10

Joe Biden's 'Autopen' Signatures Spark MAGA Anger: 'Null and Void'

A report allegedly revealing Biden's use of an autopen to sign White House documents resurfaced concerns over his mental decline.

www.newsweek.com

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Nikhil Garg @nkgarg.bsky.social · Mar 10

*Please repost* @sjgreenwood.bsky.social and I just launched a new personalized feed (*please pin*) that we hope will become a "must use" for #academicsky. The feed shows posts about papers filtered by *your* follower network. It's become my default Bluesky experience bsky.app/profile/pape...

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Sophie Greenwood @sjgreenwood.bsky.social · Mar 10

Please repost to get the word out! @nkgarg.bsky.social and I are excited to present a personalized feed for academics! It shows posts about papers from accounts you’re following bsky.app/profile/pape...

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Pegah Moradi @pegahmoradi.bsky.social · Jan 22

My paper (with @karenlevy.bsky.social and Cristobal Cheyre!) on how self-checkout deepens these relational demands for cashiers is forthcoming in @acm-cscw.bsky.social 2025 :)

🔗 Link here: arxiv.org/pdf/2401.00205

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Pegah Moradi @pegahmoradi.bsky.social · Jan 22

I spoke with @annlarson.bsky.social about how store tech can increase demands on frontline retail workers, for her latest in The Nation!

Workers often have to make shoppers feel better when store tech frustrates or confuses them, making retail work more socially and relationally demanding:

Text from article: Automation may also have unintended social consequences. Pegah Moradi, a PhD candidate and researcher in Information Science at Cornell University, studies automation in retail. “When [an electronic shelf label] breaks down in the store,” she explained, “the worker has to repair the system even if they don’t have the technical expertise. The customer becomes frustrated: There is no price available, or why has the price changed? The burden falls on the employee to alleviate the tension of that situation.” The technology may put employees in the position of performing what Moradi calls “relationship management,” adding social pressure to service jobs but without additional pay or training.

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Emma Pierson @emmapierson.bsky.social · Jan 13

Our article on using LLMs to promote health equity is out in New England Journal of Medicine AI!

85% of equity-related LLM papers focus on *harms*.

But also vital are the equity-related *opportunities* LLMs create: detecting bias, extracting structured data, and improving access to health info.

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Allison Koenecke @allisonkoe.bsky.social · Dec 16

📢Announcing 1-day CHI 2025 workshop: Speech AI for All! We’ll discuss challenges & impacts of inclusive speech tech for people with speech diversities, connecting researchers, practitioners, policymakers, & community members. 🎉Apply to join us: speechai4all.org

Banner for CHI 2025 workshop with text: "Speech AI for All: Promoting Accessibility, Fairness, Inclusivity, and Equity"

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Arvind Narayanan @randomwalker.bsky.social · Dec 2

📢 📢 Come join our vibrant interdisciplinary group of about 40 scholars at the Princeton Center for Information Technology Policy working to understand and improve the relationship between technology and society. We are looking at all levels: 🧵

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Aditya Vashistha @imadityav.bsky.social · Nov 22

An exciting opportunity for PhD students to spend a summer at our campus in NYC and be part of our new Security, Trust, and Safety (SETS) Initiative! Deadline: January 21, 2025.

Alexios Mantzarlis @mantzarlis.com · Nov 21

Attention PhD students interested in digital safety: applications are now open for the Security, Trust, and Safety Fellowships at Cornell Tech!

Eligible projects must focus on adversarial threats to security, privacy and user safety on digital infrastructures.

🚡🚡🚡 mailchi.mp/tech/applica... 🚡🚡🚡

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Karen Levy @karenlevy.bsky.social · Nov 25

Exciting! Please tag me when it’s out.

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Karen Levy @karenlevy.bsky.social · Nov 25

We have surprisingly little good empirical data on the prevalence of worker monitoring; we tend to rely on media reports or just vibes. No more! Great new nationally representative survey from @awhf.bsky.social: lpeproject.org/blog/your-bo...

Your Boss is Probably Spying on You: New Data on Workplace Surveillance

New research reveals that more than two-thirds of U.S. workers are subject to electronic monitoring, and that more intensive productivity monitoring is associated with higher levels of anxiety…

lpeproject.org

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Karen Levy @karenlevy.bsky.social · Nov 17

❤️ mine used to say “speaking of…” as a way to announce the topic of what she was going to say. Like “speaking of ice cream, can I have some ice cream?” when nobody had been speaking of ice cream