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 …
Sociotechnical harms of algorithmic systems: Scoping a taxonomy for harm reduction
Understanding the landscape of potential harms from algorithmic systems enables
practitioners to better anticipate consequences of the systems they build. It also supports the …
practitioners to better anticipate consequences of the systems they build. It also supports the …
Explainability in AI policies: a critical review of communications, reports, regulations, and standards in the EU, US, and UK
Public attention towards explainability of artificial intelligence (AI) systems has been rising in
recent years to offer methodologies for human oversight. This has translated into the …
recent years to offer methodologies for human oversight. This has translated into the …
Ai's regimes of representation: A community-centered study of text-to-image models in south asia
This paper presents a community-centered study of cultural limitations of text-to-image (T2I)
models in the South Asian context. We theorize these failures using scholarship on …
models in the South Asian context. We theorize these failures using scholarship on …
A human rights-based approach to responsible AI
V Prabhakaran, M Mitchell, T Gebru… - arXiv preprint arXiv …, 2022 - arxiv.org
Research on fairness, accountability, transparency and ethics of AI-based interventions in
society has gained much-needed momentum in recent years. However it lacks an explicit …
society has gained much-needed momentum in recent years. However it lacks an explicit …
Building, Shifting, & Employing Power: A Taxonomy of Responses From Below to Algorithmic Harm
A large body of research has attempted to ensure that algorithmic systems adhere to notions
of fairness and transparency. Increasingly, researchers have highlighted that mitigating …
of fairness and transparency. Increasingly, researchers have highlighted that mitigating …
The ethics of advanced ai assistants
This paper focuses on the opportunities and the ethical and societal risks posed by
advanced AI assistants. We define advanced AI assistants as artificial agents with natural …
advanced AI assistants. We define advanced AI assistants as artificial agents with natural …
[PDF][PDF] Identifying sociotechnical harms of algorithmic systems: Scoping a taxonomy for harm reduction
Momentum among practitioners has led to the development of practices to better identify and
minimize sociotechnical harms (eg,[22, 53, 122, 131]). Alongside broader movements …
minimize sociotechnical harms (eg,[22, 53, 122, 131]). Alongside broader movements …
Lost in Translation: Large Language Models in Non-English Content Analysis
G Nicholas, A Bhatia - arXiv preprint arXiv:2306.07377, 2023 - arxiv.org
In recent years, large language models (eg, Open AI's GPT-4, Meta's LLaMa, Google's
PaLM) have become the dominant approach for building AI systems to analyze and …
PaLM) have become the dominant approach for building AI systems to analyze and …
On the development of AI governance frameworks
There is growing demand to frame artificial intelligence (AI) regulations to minimize the risks
to public safety and preserve human rights while at the same time enabling a flexible and …
to public safety and preserve human rights while at the same time enabling a flexible and …