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Teanna Barrett

@bound4nostar.bsky.social
72 followers 117 following 24 posts

University of Washington CSE PhD Student Building my data praxis and researching how data scientists build theirs

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Reposted by Teanna Barrett
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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Teanna Barrett @bound4nostar.bsky.social · 02/07/2025
FAccT Day 4 word of the day was impasse. As a field, AI ethics is at a critical moment in which our "big tent" and pluralistic research directions can either complement or cancel each other out. Molly Crockett gave an amazing final keynote calling out genAI-human performance research.
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Teanna Barrett @bound4nostar.bsky.social · 26/06/2025
FAccT Day 3 phrase of the day is collective action. From understanding how LLMs enable democratic values to overviewing the scholarly development of FAccT, the sessions I attended highlighted the power, functions, and obstacles that face collective actions.
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Teanna Barrett @bound4nostar.bsky.social · 25/06/2025
FAccT Day 2 and the phrase of the day is "government tech". Sessions like the Greek morning panel, keynote on the rule of law for AI, LatAm worker co-ops, and the CRAFT session on the current US AI military complex discussed a broad range of local government enabled approaches to tech.
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Reposted by Teanna Barrett
Amy Zhang @axz.bsky.social · 24/06/2025
Check out this paper being presented at #FAccT2025 in the "Normative Challenges to AI" session on Wed at 11! Teanna is a rising star in the field of data ethics - she's just wrapping up her first year of PhD but it's already her 2nd paper at FAccT!
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Teanna Barrett @bound4nostar.bsky.social · 23/06/2025
FAccT Day 1 and the word of the day is "metaphor". AI as a tool, God, destroyer, friend, sycophant, or all of the above. From the very good keynote question to the Public Perceptions of AI, there's a lot of interest in making sense of how different non-technical stakeholders characterize AI.
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Teanna Barrett @bound4nostar.bsky.social · 21/06/2025
NEW! ✨️African Data Ethics: A Discursive Framework for Black Decolonial Data Science✨️ is a theorectical knowledge contribution that presents one of the first collations of African data ethics perspectives for the pluralistic AI ethics community.
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Reposted by Teanna Barrett
Dr. Chinasa T. Okolo @chinasa.bsky.social · 16/06/2025
Proud to announce that my first FAccT @facct.bsky.social paper, “African Data Ethics: A Discursive Framework for Black Decolonial AI” will be presented at the 8th annual ACM Conference on Fairness, Accountability, and Transparency next week in Athens, Greece! programs.sigchi.org/facct/2025/p...
A screenshot of the FAccT 2025 paper "African Data Ethics: A Discursive Framework for Black Decolonial AI" co-authored by Teanna Barrett, Chinasa T. Okolo, B. Biira, Eman Sherif, Amy X. Zhang, Leilani Battle.

The abstract reads:
The shift towards pluralism in global data ethics acknowledges
the importance of including perspectives from the Global Majority
to develop responsible data science (RDS) practices that mitigate
systemic harms in the current data science ecosystem. Sub-Saharan
African (SSA) practitioners, in particular, are disseminating progressive data ethics principles and best practices for identifying
and navigating anti-blackness and data colonialism. To center SSA
voices in the global data ethics discourse, we present a framework
for African data ethics informed by the thematic analysis of an interdisciplinary corpus of 47 documents. Our framework features six
major principles: 1) Challenge Power Asymmetries, 2) Assert Data
Self-Determination, 3) Invest in Local Data Institutions & Infrastructures, 4) Utilize Communalist Practices, 5) Center Communities on
the Margins, and 6) Uphold Common Good. We compare our framework to seven particularist data ethics frameworks to find similar
conceptual coverage but diverging interpretations of shared values.
Finally, we discuss how African data ethics demonstrates the operational value of data ethics frameworks. Our framework highlights
Sub-Saharan Africa as a pivotal site for challenging anti-blackness
and data colonialism by promoting the practice of communalism,
self-determination, and cultural preservation in responsible data
science.
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Teanna Barrett @bound4nostar.bsky.social · 19/06/2025
Wow, really excited to have our paper highlighted by Alondra Nelson! I'll be presenting this paper at @facct.bsky.social next Thursday at 9am (local time) for anyone interested in learning more! A paper thread is soon to come 👀
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Reposted by Teanna Barrett
Amy J. Ko @amyko.phd · 22/04/2025
The Chronicle reports on the NSF cuts, including notes from me and a few other researchers, all of whom were advancing information and STEM literacy nationwide: www.chronicle.com/article/the-... Making America worse, one cut at a time.
chronicle.com
The Trump Administration Has Canceled Millions in NSF Grants
Projects related to diversity, equity, and inclusion and misinformation and disinformation were cut “to protect the interests of the government,” the agency said.
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Reposted by Teanna Barrett
Tech Policy Lab @techpolicylab.bsky.social · 27/03/2025
We are only one week away from our Distinguished Lecture w/ Alondra Nelson (@alondra.bsky.social)! Algorithmic Agnotology: On AI, Ignorance, and Power Please join us Thursday, April 3rd at 7:00 PM on the @uofwa.bsky.social campus! For more info & to register: techpolicylab.uw.edu/events/event...
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Reposted by Teanna Barrett
Evan Greer @evangreer.bsky.social · 25/03/2025
Sigh. Here we go again. It's really important that people are smart about this story re: Trump admin using Signal to discuss war plans. The center-left media wants to make the story about Trump admin fucking up, which they did. But in the process they're falsely implying that Signal is "insecure."🧵
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Reposted by Teanna Barrett
Zinn Education Project @zinnedproject.bsky.social · 19/03/2025
#tdih 1968, Howard University students took over the Admin Building with demands around discipline policies & African American history courses. One of many stories left out when textbooks end Civil Rights Movement in 1965. More + '68 doc, "Color Us Black"⬇️ www.zinnedproject.org/news/tdih/ho...
zinnedproject.org
March 19, 1968: Howard University Protest
Howard University students seized the Administration Building, demanding changes in the discipline policy, the addition of courses in African American history, and more.
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Reposted by Teanna Barrett
Quan Ze Chen @cqz.name · 17/03/2025
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)
Screenshot of the first page of the paper SPICA: Retrieving Scenarios for Pluralistic In-Context Alignment
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Reposted by Teanna Barrett
Amy Zhang @axz.bsky.social · 04/03/2025
Are any of you content creators on YouTube or can share this with any creators on YouTube? We're looking to test out a system we've built to enable creators to make custom filters for their comments, no technical skills needed! We offer $20 for a 1 hour remote session where you can try out the tool.
homes.cs.washington.edu
Redirecting...
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Reposted by Teanna Barrett
Queen Side Eye @sulainterrupted.blacksky.app · 03/02/2025
More of this! Being from the Midwest, I knew all about the great migration and the lives and impact of our people in the Midwest and South. I didn’t know much about Black folks in the PNW until I moved out here. Same with New England when I lived in NH.
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