AI and global governance: modalities, rationales, tensions
Artificial intelligence (AI) is a salient but polarizing issue of recent times. Actors around the
world are engaged in building a governance regime around it. What exactly the “it” is that is …
world are engaged in building a governance regime around it. What exactly the “it” is that is …
The foundation model transparency index
Foundation models have rapidly permeated society, catalyzing a wave of generative AI
applications spanning enterprise and consumer-facing contexts. While the societal impact of …
applications spanning enterprise and consumer-facing contexts. While the societal impact of …
Real-world machine learning systems: A survey from a data-oriented architecture perspective
Machine Learning models are being deployed as parts of real-world systems with the
upsurge of interest in artificial intelligence. The design, implementation, and maintenance of …
upsurge of interest in artificial intelligence. The design, implementation, and maintenance of …
Going public: the role of public participation approaches in commercial AI labs
L Groves, A Peppin, A Strait, J Brennan - Proceedings of the 2023 ACM …, 2023 - dl.acm.org
In recent years, discussions of responsible AI practices have seen growing support for
'participatory AI'approaches, intended to involve members of the public in the design and …
'participatory AI'approaches, intended to involve members of the public in the design and …
Auditing work: Exploring the New York City algorithmic bias audit regime
L Groves, J Metcalf, A Kennedy, B Vecchione… - The 2024 ACM …, 2024 - dl.acm.org
In July 2023, New York City (NYC) implemented the first attempt to create an algorithm
auditing regime for commercial machine-learning systems. Local Law 144 (LL 144), requires …
auditing regime for commercial machine-learning systems. Local Law 144 (LL 144), requires …
Epistemic Power in AI Ethics Labor: Legitimizing Located Complaints
DG Widder - The 2024 ACM Conference on Fairness, Accountability …, 2024 - dl.acm.org
What counts as legitimate AI ethics labor, and consequently, what are the epistemic terms on
which AI ethics claims are rendered legitimate? Based on 75 interviews with technologists …
which AI ethics claims are rendered legitimate? Based on 75 interviews with technologists …
[PDF][PDF] Practices for governing agentic AI systems
Agentic AI systems—AI systems that can pursue complex goals with limited direct
supervision—are likely to be broadly useful if we can integrate them responsibly into our …
supervision—are likely to be broadly useful if we can integrate them responsibly into our …
Trustworthy, responsible, ethical AI in manufacturing and supply chains: synthesis and emerging research questions
While the increased use of AI in the manufacturing sector has been widely noted, there is
little understanding on the risks that it may raise in a manufacturing organisation. Although …
little understanding on the risks that it may raise in a manufacturing organisation. Although …
[HTML][HTML] The ALTAI checklist as a tool to assess ethical and legal implications for a trustworthy AI development in education
The rapid proliferation of Artificial Intelligence (AI) applications in various domains of our
lives has prompted a need for a shift towards a human-centered and trustworthy approach to …
lives has prompted a need for a shift towards a human-centered and trustworthy approach to …
Fine-Tuning Games: Bargaining and Adaptation for General-Purpose Models
Recent advances in Machine Learning (ML) and Artificial Intelligence (AI) follow a familiar
structure: A firm releases a large, pretrained model. It is designed to be adapted and …
structure: A firm releases a large, pretrained model. It is designed to be adapted and …