How large language models will disrupt data management

RC Fernandez, AJ Elmore, MJ Franklin… - Proceedings of the …, 2023 - dl.acm.org
Large language models (LLMs), such as GPT-4, are revolutionizing software's ability to
understand, process, and synthesize language. The authors of this paper believe that this …

Data leverage: A framework for empowering the public in its relationship with technology companies

N Vincent, H Li, N Tilly, S Chancellor… - Proceedings of the 2021 …, 2021 - dl.acm.org
Many powerful computing technologies rely on implicit and explicit data contributions from
the public. This dependency suggests a potential source of leverage for the public in its …

Can" Conscious Data Contribution" Help Users to Exert" Data Leverage" Against Technology Companies?

N Vincent, B Hecht - Proceedings of the ACM on Human-Computer …, 2021 - dl.acm.org
Tech users currently have limited ability to act on concerns regarding the negative societal
impacts of large tech companies. However, recent work suggests that users can exert …

Sociotechnical Implications of Generative Artificial Intelligence for Information Access

B Mitra, H Cramer, O Gurevich - arXiv preprint arXiv:2405.11612, 2024 - arxiv.org
Robust access to trustworthy information is a critical need for society with implications for
knowledge production, public health education, and promoting informed citizenry in …

[PDF][PDF] Sharing the Winnings of AI with Data Dividends: Challenges with “Meritocratic” Data Valuation

V NICHOLAS, B Hecht - 2023 - conference2023.eaamo.org
The data dividend term has been used broadly to refer to giving people a share of the profits
from an intelligent technology when their data contributions have been used to train that …

Data Leverage: A Framework for Empowering the Public to Mitigate Harms of Artificial Intelligence

N Vincent - 2022 - search.proquest.com
Many computing technologies are primarily useful because of the existence of some set of
data created by people, intentionally in some cases and unintentionally in others. For …

La production de données numériques devrait-elle être considérée comme du travail: enjeux d'éthique sociale et économique de la rémunération des internautes

S Charbonneau - 2020 - library-archives.canada.ca
Nous produisons une grande quantité de données numériques lors de l'utilisation de toute
plateforme, bien ou service connecté. Ces données incluent souvent des renseignements …

[引用][C] An Adaptive Query-Based Framework for Data Valuation

N Verma - 2021 - NATIONAL INSTITUTE OF …