Abeba Birhane

Assistant Professor of AI, founder of the AI Accountability Lab

Founder & PI @aial.ie. Assistant Professor of AI, School of Computer Science & Statistics, @tcddublin.bsky.social AI accountability, AI audits & evaluation, critical data studies. Cognitive scientist by training. Ethiopian in Ireland. She/her

Articles & links

one of the most comprehensive surveys on children’s use of AI--conducted March 18-26, 2026, among 9-17yr olds in the US (N = 1,204)--has been released www.commonsensemedia.org/sites/defaul... highlighting key findings 🧵 "Nearly 9 in 10 kids age 9 to 17 (86%) use/interact with AI"

commonsensemedia.org
View on Bluesky · ♥ 165 ↻ 87 ↩ 9 · 3 from the directory shared this · 6d ago

Recent commentary

llms don't and can't love, hate, feel, care, think, imagine, dream, hope, fear, believe, reflect, aspire, wonder, empathize,... fix your your anthropomorphising language

View on Bluesky · ♥ 323 ↻ 106 ↩ 4 · 6d ago

i cannot emphasise it enough: rid yourself of the idea that the purpose of your research is to develop “solutions” to the clusterfuck the ai industry has thrown at us. i certainly am not interested in that or in making existing ai systems “better” 1/

View on Bluesky · ♥ 134 ↻ 26 ↩ 2 · 3d ago

safety evaluation research the past year or two: "we use llms to ideate & define “harm”, then use llms to generate prompts about it, which we then feed to llms to generate responses, we then use an llm-as-a-judge to classify the responses, we then use an llm to evaluate the accuracy…"

View on Bluesky · ♥ 126 ↻ 25 ↩ 3 · 11d ago

for every skeet i post here showing ai systems catastrophically failing to do what they are supposed to do, i have dudes replying with “but humans are also bad at x" just don't. it's ignorant and unhelpful

View on Bluesky · ♥ 115 ↻ 17 ↩ 2 · 4h ago

I understand and sympathise with the lack of funding to study the impact of ai on kids/vulnerable groups. regardless, if you're partnering with/sponsored by the ai company whose technology you're studying, the conflict of interest is too great to take your findings seriously

View on Bluesky · ♥ 102 ↻ 17 ↩ 2 · 4d ago

i don’t know who needs to hear this (well, I do -- most researchers in the behavioural sciences using llm-as-a-judge or as synthetic human): setting the temperature to 0 does NOT make llm outputs deterministic

View on Bluesky · ♥ 88 ↻ 11 ↩ 4 · 2d ago

what a great privilege to be part of a panel “Shaping the Future: Young People and Artificial Intelligence” this morning at launch event of this hefty report on AI and youth by the National Youth Council of Ireland. the kids are alright!

View on Bluesky · ♥ 56 ↻ 9 ↩ 4 · 14d ago

what is a good work (academic paper, essay, blog, etc) that debunks dominant corporate narratives such as “if you’re not using AI you’ll be left behind” for a general audience?

View on Bluesky · ♥ 33 ↻ 6 ↩ 9 · 27d ago

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