At Brown, I'm privileged to organize an AI policy summer school where we bring grad students from across the nation together to learn about policymaking. We travel down to DC as a group and learn about policy implementation and careers, and the students conduct meetings with Congressional offices.
Victor Ojewale
@victorojewale.bsky.social
PhDing @BrownCS | Algorithm auditing & accountability | Understanding Algorithmic Systems | victorojewale.github.io/ | https://victorojewale.substack.com/
As local governments move more into using AI-assisted translation for important government docs, this is a very important issue to keep in mind. General purpose translation tools might not be as good when you want to execute specific tasks (or want specific info to be translated properly)
Most Multilingual benchmarks measure what models know, not what they can reliably do. Our #ACL2026 paper introduces functional benchmarks in six languages from English to Yoruba to test whether models can actually execute tasks across languages, not just answer fixed questions about them. 🧵1/n
Most Multilingual benchmarks measure what models know, not what they can reliably do. Our #ACL2026 paper introduces functional benchmarks in six languages from English to Yoruba to test whether models can actually execute tasks across languages, not just answer fixed questions about them. 🧵1/n
Agents prioritize task completion rather than whether they should act. This is a consequence of how they are trained. My student @victorojewale.bsky.social has been investigating this and just wrote a (prize winning) paper arguing why (and how) we need a notion of "informed abstention". Link below.
This is absolutely nuts: hackers are hijacking high-profile Instagram accounts by simply asking Meta's AI chatbot to change the email on the account. Meta's AI does it, hacker gets password reset code, they're in. A staggering security issue www.404media.co/hackers-simp...
How do we stop playing whack-a-mole when it comes to deepfake abuse? 🧵⚠️
It's about what's hidden, and what new deficiencies the tech carries with it. @victorojewale.bsky.social opines on the evolution of deployed AI and its limits. victorojewale.substack.com/p/from-exper...
Every Generation of AI Solves One Problem and Hides Another
What brittleness looked like then, what it looks like now, and why “adding a layer” never fully solves it
victorojewale.substack.com
I've come to seriously value any opportunity I get to create a safe space for those coming up behind me. It's incredibly important - and I know this because I'm here, able to do this work, precisely because of those that chose to endure who knows what in order to create the right space for me ❣️
If we're not in academia to create safe spaces, Black graduate students get pushed out. If they, by some miracle, finish their PhDs despite the hurdles, it's accompanied by trauma and health issues.
It's been a journey of nearly 3 years, but I'm very excited to announce the CNTR AISLE Portal! 🚀 cntr-aisle.org It’s a new way to review and evaluate the 1,000+ AI bills introduced in the U.S. over the last three years. Check out the Bill Library and our Profiles#AIPolicy #OpenData
CNTR AISLE
CNTR AISLE Portal
cntr-aisle.org
New post by @michelleding.bsky.social on resources for the Brown community in the aftermath of the shooting. open.substack.com/pub/michelle...
Caring for yourself and each other
Resources for the Brown community, friends, family, loved ones and how to support us
open.substack.com
Serena Booth (@reniebird.bsky.social) reflects on the challenge of collecting human preferences to steer AI systems and wonders if we are doing it all wrong. cntr.brown.edu/news/2025-11... This is part 1 of 3 of CNTR researcher reflections on COLM 2025.
Technologies like synthetic data, evaluations, and red-teaming are often framed as enhancing AI privacy and safety. But what if their effects lie elsewhere? In a new paper with @realbrianjudge.bsky.social at #EAAMO25, we pull back the curtain on AI safety's toolkit. (1/n) arxiv.org/pdf/2509.22872
arxiv.org
💡We kicked off the SoLaR workshop at #COLM2025 with a great opinion talk by @michelleding.bsky.social & Jo Gasior Kavishe (joint work with @victorojewale.bsky.social and @geomblog.bsky.social ) on "Testing LLMs in a sandbox isn't responsible. Focusing on community use and needs is."
Hi #COLM2025! 🇨🇦 I will be presenting a talk on the importance of community-driven LLM evaluations based on an opinion abstract I wrote with Jo Kavishe, @victorojewale.bsky.social and @geomblog.bsky.social tomorrow at 9:30am in 524b for solar-colm.github.io Hope to see you there!
Third Workshop on Socially Responsible Language Modelling Research (SoLaR) 2025
COLM 2025 in-person Workshop, October 10th at the Palais des Congrès in Montreal, Canada
solar-colm.github.io
Towards AI Accountability Infrastructure: Gaps and Opportunities in AI Audit Tooling by @victorojewale.bsky.social @rbsteed.com @briana-v.bsky.social @abeba.bsky.social @rajiinio.bsky.social compares the landscape of AI audit tools (tools.auditing-ai.com) to the actual needs of AI auditors.
Very excited to see this piece out in @techpolicypress.bsky.social today. This was written together with @r-jy.bsky.social and Kate Elizabeth Creasey (a historian here at Brown), and calls out what we think is a scary and interesting rhetorical shift. www.techpolicy.press/sovereignty-...
'Sovereignty' Myth-Making in the AI Race | TechPolicy.Press
Tech companies stand to gain by encouraging the illusion of a race for 'sovereign' AI, write Rui-Jie Yew, Kate Elizabeth Creasey, Suresh Venkatasubramanian.
techpolicy.press
Join us for the Eval Eval Coalition Social at @facct.bsky.social tomorrow Tuesday June 24th from 4-4:30 pm during the coffee break! We would love to have you join us and we look forward to seeing you there!! #FAccT2025 #EvalEval
I'm incredibly fortunate to have had the opportunity to work with this team. Truly one of the best collaborative experiences I have had to date (special s/o to our MVP @mkgerchick.bsky.social for leading this)! Check out Marissa's talk on our paper "auditing the audits" if you're at #FAccT2025! ⬇️
Excited to be at #FAccT2025 and honored to see our work “auditing the audits” resulting from one of the first enacted AI laws in the U.S. received an honorable mention! I’ll be presenting this work on Wednesday at 11 AM Athens time: programs.sigchi.org/facct/2025/p...
The welcome event and first keynote are getting started! 🎉🦉 Our first keynote is by Suresh Venkatasubramanian (Brown University) @geomblog.bsky.social "Are we winning yet? FAccT, AI governance, and the shape of what comes next." #FAccT2025
It was an honor and a pleasure to deliver this keynote. And perhaps one of the hardest talks I've had to design.
The welcome event and first keynote are getting started! 🎉🦉 Our first keynote is by Suresh Venkatasubramanian (Brown University) @geomblog.bsky.social "Are we winning yet? FAccT, AI governance, and the shape of what comes next." #FAccT2025
Please come see us at the RC Trust Networking Event! You can sign up with the QR Codes around the venues and get some free drinks! 🙂↕️ #FAccT2025
Reminder that we have multiple social events happening this evening, all happening *outside* the conference venue! Social: RC-Trust Networking Reception for the FAccT Community Social: Generative AI Risks + Red-Teaming Social: AI Workers' Inquiry facctconference.org/2025/sociale...
Reminder that we have multiple social events happening this evening, all happening *outside* the conference venue! Social: RC-Trust Networking Reception for the FAccT Community Social: Generative AI Risks + Red-Teaming Social: AI Workers' Inquiry facctconference.org/2025/sociale...
The deadline for proposing a social for #FAccT2025 has been extended! Get your proposals in by Wednesday, May 21. facctconference.org/2025/cfsocial Social Chairs will provide assistance for accepted socials with coordination, translation, suggested venues, + other logistics to support your event.
The deadline to submit proposals for #FAccT2025 socials is tomorrow, May 9th! Please send us your ideas!
Our call for #FAccT2025 socials is live! If you have an idea for a social gathering, we'd love to hear about it. These could be in-person or virtual coffee meetups, lunch or dinner gatherings, happy hours, walks and hikes, and whatever other ideas you have! facctconference.org/2025/cfsocial
So proud of Victor for attending his first CHI and presenting this work with such skill & confidence :) It remains such a joy to be part of his academic journey!
Excited to present "Towards AI Accountability Infrastructure: Gaps and Opportunities in AI Audit Tooling" at #CHI2025 tomorrow(today)! 🗓 Tue, 29 Apr | 9:48–10:00 AM JST (Mon, 28 Apr | 8:48–9:00 PM ET) 📍 G401 (Pacifico North 4F) 📄 dl.acm.org/doi/10.1145/...
go check out our paper if you're at #CHI2025
Excited to present "Towards AI Accountability Infrastructure: Gaps and Opportunities in AI Audit Tooling" at #CHI2025 tomorrow(today)! 🗓 Tue, 29 Apr | 9:48–10:00 AM JST (Mon, 28 Apr | 8:48–9:00 PM ET) 📍 G401 (Pacifico North 4F) 📄 dl.acm.org/doi/10.1145/...
Excited to present "Towards AI Accountability Infrastructure: Gaps and Opportunities in AI Audit Tooling" at #CHI2025 tomorrow(today)! 🗓 Tue, 29 Apr | 9:48–10:00 AM JST (Mon, 28 Apr | 8:48–9:00 PM ET) 📍 G401 (Pacifico North 4F) 📄 dl.acm.org/doi/10.1145/...
Excited to be presenting a new paper with @harinisuresh.bsky.social on the extremely critical topic of technical prevention/governance of adult AI generated non-consensual intimate images aka "deepfake pornography" at #CHI2025 chi-staig.github.io on 4/27 10:15-11:15 JST arxiv.org/abs/2504.17663 🧵
The Malicious Technical Ecosystem: Exposing Limitations in Technical Governance of AI-Generated Non-Consensual Intimate Images of Adults
In this paper, we adopt a survivor-centered approach to locate and dissect the role of sociotechnical AI governance in preventing AI-Generated Non-Consensual Intimate Images (AIG-NCII) of adults, coll...
arxiv.org
Extremely proud to finally launch the SRC Handbook: a project that I began with @geomblog.bsky.social and Julia Netter 1 year ago to bring topics of AI governance, privacy, and accessibility etc. into Brown's CS courses. We now have an interdisciplinary team of 22 students on product/research! 🌷
Can't believe we have survived an academic year: cntr.brown.edu/news/2025-04...