AI Accountability Lab

@aial.ie

Trinity College Dublin’s Artificial Intelligence Accountability Lab (https://aial.ie/) is founded & led by Dr Abeba Birhane. The lab studies AI technologies & their downstream societal impact with the aim of fostering a greater ecology of AI accountability

Olivia Rodrigo raised $20 million for women's well-being with a benefit show featuring a women-led lineup. Her show raised $10 million and Melinda French Gates pledged another $10 million. Rodrigo said the festival's artists and activists give her hope despite the “regression of women's rights."

Olivia Rodrigo's festival is uniting women and girls behind nonprofits promoting their well-being

Few superstars are better suited to bridge the gap between Gen Z and nonprofits, which have struggled to build relationships with younger donors.

nbcboston.com

Dr Emily Sullivan, Co-Director of the CTMF, discusses how the Centre for Technomoral Futures is helping ensure AI serves society, protects human values and creates futures worth wanting in a feature for Enlightened. You can read it here 👉 edin.ac/4bAfdm4

Building AI futures worth wanting — Centre for Technomoral Futures

Dr Emily Sullivan discusses how the Centre for Technomoral Futures is helping ensure AI serves society, protects human values and creates futures worth wanting. This feature originally appeared in En...

edin.ac

‘Creating technomoral futures means striving for futures where technology is designed and used in ways that improve human flourishing, rather than in ways that eat away at human rights, contribute to climate collapse or create greater social exclusion.’ – Dr Emily Sullivan, CTMF Co-Director

Dr Sullivan speaks to the audience at the CTMF ECR Showcase

Will you be at FAccT next week? Come hang out with us & learn about our work. We’ll discuss pathways to meaningful accountability, theories of change, & what brings us joy along the way over iconic bagels & TimBits in the park Sat June 27th, 18:00 - 20:00, Jeanne-Mance Park aial.ie/news/facct20...

AI Accountability Lab at FAccT 2026

Members of the AIAL will be at the ACM Conference on Fairness, Accountability, and Transparency (FAccT) in Montreal, presenting our work and hosting a social for the community. Come hang out with the ...

aial.ie

In our conclusion, we stress that industry capture is not just an urgent academic concern but a pressing real-world issue with global consequences. While, gegulators may engage with industry, governance must ultimately protect the public interest, not corporate power. 11/

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Civil society orgs and investigative journalists are doing indispensable work: promoting counter narratives and resistance, exposing lobbying and deregulation, documenting harms, advancing strategic litigation... Support them. Fund them. Amplify their work. 10/

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We survey and highlight transferable lessons from adjacent movements, namely Big Oil, Big Tobacco and Big Pharma. We advocate for supporting grassroots groups, CSOs and independent academics that are doing amazing work to hold Big AI and regulators accountable and to ensure the rule of law. 9/

Lessons from adjacent movements. Many of the mechanisms of capture used by Big AI, that we have
discussed in this paper, mirror strategies that have historically been applied by similar industries such as
Big Tobacco, Big Pharma, and Big Oil. Civil society’s efforts to hold big corporations accountable in these
sectors is ongoing and has been met with significant challenges and has often fallen short of meaningfully
countering corporate power [45, 50, 118]. Yet, there are remain lesson to be learned from these efforts and the
braoder scholarship on corporate capture. For example, the OECD report on preventing policy capture in public
decision-making [85] recommends to (i) level the playing field by engaging diverse stakeholders, (ii) ensure
transparency and access to information, (iii) promote accountability via external control, effective competition,
and regulatory policies, and (iv) define clear institutional codes of conduct, promote cultures of integrity, and
establish appropriate frameworks for risk-management. Similarly, in the context of Big Tobacco, Lee [63] calls for
appropriate separation between public and private interests, binding rules for government-industry interactions
to manage conflicts-of-interests, enforcement of transparency and accountability practices, and safeguarding
academic knowledge production from undue industry influence. A 2024 report [5] further calls for applying
transferable lessons from the US Food and Drug Administration on how to regulate and hold Big AI accountable