Shamya Karumbaiah
shamya-karumbaiah.bsky.social
Shamya Karumbaiah
@shamya-karumbaiah.bsky.social
EdPsych Prof at UW-Madison
equitable human-centered AI for teaching and learning
himalayas, meditation, cat mom (she/her)
Pinned
Shoutout to my wonderful collaborators - Mariana Castro, Diego Roman, Cynthia Baeza, and WI teachers - whose work on translanguaging theory and bilingual pedagogy lays out the foundation necessary to start envisioning ethical use of multilingual and multicultural AI in classrooms.
DSI Affiliate @shamya-karumbaiah.bsky.social was recently awarded a Spencer Foundation grant for her research on using generative AI tools to support multilingual learners. Congratulations!
Congrats to IDS affiliate @shamya-karumbaiah.bsky.social on being awarded a Spencer Foundation Grant to study how generative AI tools can better support multilingual learners in school!

ids.wisc.edu/2025/03/31/k...
Reposted by Shamya Karumbaiah
After a hiatus, the AI Now Landscape Report is back: Artificial Power examines the fallout from the recent AI hype cycle and maps out another path available to us - one that puts the public, not profits, at the center.

Read more here: ainowinstitute.org/publications...
June 3, 2025 at 2:44 PM
Reposted by Shamya Karumbaiah
For more, don’t miss this Friday’s conversation on the consequences of AI hype with @karenhao.bsky.social, @emilymbender.bsky.social, & @alexhanna.bsky.social! RSVP and join us June 6 @ 1 pm ET. datasociety.net/events/chall...
June 2, 2025 at 2:24 PM
Reposted by Shamya Karumbaiah
Madison! Tonight, @emilymbender.bsky.social and I will be at @roomofonesownbooks.bsky.social, in conversation with the great @millbot.bsky.social about our book! Come through!

roomofonesown.com/event/2025-0...
The AI Con by Emily M. Bender and Alex Hanna in Conversation with Emily Mills
roomofonesown.com
June 2, 2025 at 1:47 PM
Shoutout to my wonderful collaborators - Mariana Castro, Diego Roman, Cynthia Baeza, and WI teachers - whose work on translanguaging theory and bilingual pedagogy lays out the foundation necessary to start envisioning ethical use of multilingual and multicultural AI in classrooms.
DSI Affiliate @shamya-karumbaiah.bsky.social was recently awarded a Spencer Foundation grant for her research on using generative AI tools to support multilingual learners. Congratulations!
Congrats to IDS affiliate @shamya-karumbaiah.bsky.social on being awarded a Spencer Foundation Grant to study how generative AI tools can better support multilingual learners in school!

ids.wisc.edu/2025/03/31/k...
April 2, 2025 at 8:33 PM
Reposted by Shamya Karumbaiah
We are seeking to appoint a Postdoctoral Researcher to work on developing a justice-oriented audit framework synthesising computational methods, theories of justice, and existing regulations to premeditatively focus audits towards meaningful accountability. www.adaptcentre.ie/careers/post...
April 2, 2025 at 3:26 PM
Reposted by Shamya Karumbaiah
Congrats to IDS affiliate @shamya-karumbaiah.bsky.social on being awarded a Spencer Foundation Grant to study how generative AI tools can better support multilingual learners in school!

ids.wisc.edu/2025/03/31/k...
Karumbaiah Awarded Grant from Spencer Foundation to Study how AI Tools Can Better Support Multilingual Students
IDS affiliate Shamya Karumbaiah was recently awarded a Spencer Foundation Grant to study how generative AI educational tools can better support multilingual students. Karumbaiah, an assistant professo...
ids.wisc.edu
April 2, 2025 at 1:41 PM
Reposted by Shamya Karumbaiah
"Hence, when it comes to the AI hype, those without complete credibility are able to present themselves as AI experts given the demand for AI skills via the technologically deterministic narrative that is presented."

link.springer.com/article/10.1...
The mechanisms of AI hype and its planetary and social costs - AI and Ethics
Our global landscape of emerging technologies is increasingly affected by artificial intelligence (AI) hype, a phenomenon with significant large-scale consequences for the global AI narratives being c...
link.springer.com
March 21, 2025 at 5:22 PM
Reposted by Shamya Karumbaiah
We might be moving into a new era of AI "DOGE-ness" but the science of AI hasn't changed. It can still perpetuate bias and amplify discrimination and we can't executive-order that away no matter how hard we try. Join the statement by hundreds of scientists here.

www.aibiasconsensus.org
Scientific Consensus on AI Bias
www.aibiasconsensus.org
March 21, 2025 at 1:30 PM
Reposted by Shamya Karumbaiah
New from IDS affiliate @shamya-karumbaiah.bsky.social, Jaeyoon Choi, and Jeffrey Matayoshi: Bias or Insufficient Sample Size? Improving Reliable Estimation of Algorithmic Bias for Minority Groups

dl.acm.org/doi/10.1145/...
Bias or Insufficient Sample Size? Improving Reliable Estimation of Algorithmic Bias for Minority Groups | Proceedings of the 15th International Learning Analytics and Knowledge Conference
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dl.acm.org
February 26, 2025 at 3:11 PM
Reposted by Shamya Karumbaiah
Just shared this with the data visualization class I’m teaching this semester — it’s a really great demonstration of how little things change the entire visualization and the narratives we can tell with it!
Dishonest charts are coming from all directions, and they're only going to hit harder. Unless we push back. So, an interactive guide: Defense Against Dishonest Charts flowingdata.com/projects/dis...
Defense Against Dishonest Charts
This is a guide to protect ourselves and to preserve what is good about turning data into visual things.
flowingdata.com
February 14, 2025 at 2:05 PM
Reposted by Shamya Karumbaiah
We are excited to launch "A Woman's Place is in a Safe City," a data story on the use of #NirbhayaFunds for digital surveillance in India, in collaboration with @mitdusp.bsky.social Data+Feminism Lab, POV Mumbai @thesafecityapp.bsky.social & 3 anonymised Kolkata-based NGOs. bit.ly/3EvqV3R 🧵Read on:
February 14, 2025 at 1:57 PM