A systematic review of Green AI

R Verdecchia, J Sallou, L Cruz - Wiley Interdisciplinary Reviews …, 2023 - Wiley Online Library
With the ever‐growing adoption of artificial intelligence (AI)‐based systems, the carbon
footprint of AI is no longer negligible. AI researchers and practitioners are therefore urged to …

[HTML][HTML] A review of green artificial intelligence: Towards a more sustainable future

V Bolón-Canedo, L Morán-Fernández, B Cancela… - Neurocomputing, 2024 - Elsevier
Green artificial intelligence (AI) is more environmentally friendly and inclusive than
conventional AI, as it not only produces accurate results without increasing the …

Power hungry processing: Watts driving the cost of ai deployment?

S Luccioni, Y Jernite, E Strubell - … of the 2024 ACM conference on …, 2024 - dl.acm.org
Recent years have seen a surge in the popularity of commercial AI products based on
generative, multi-purpose AI systems promising a unified approach to building machine …

The foundation model transparency index

R Bommasani, K Klyman, S Longpre, S Kapoor… - arxiv preprint arxiv …, 2023 - arxiv.org
Foundation models have rapidly permeated society, catalyzing a wave of generative AI
applications spanning enterprise and consumer-facing contexts. While the societal impact of …

Ethical and legal challenges of AI in marketing: an exploration of solutions

D Kumar, N Suthar - … of Information, Communication and Ethics in …, 2024 - emerald.com
Purpose Artificial intelligence (AI) has sparked interest in various areas, including marketing.
However, this exhilaration is being tempered by growing concerns about the moral and legal …

Open problems in technical ai governance

A Reuel, B Bucknall, S Casper, T Fist, L Soder… - arxiv preprint arxiv …, 2024 - arxiv.org
AI progress is creating a growing range of risks and opportunities, but it is often unclear how
they should be navigated. In many cases, the barriers and uncertainties faced are at least …

International Scientific Report on the Safety of Advanced AI (Interim Report)

Y Bengio, S Mindermann, D Privitera… - arxiv preprint arxiv …, 2024 - arxiv.org
This is the interim publication of the first International Scientific Report on the Safety of
Advanced AI. The report synthesises the scientific understanding of general-purpose AI--AI …

[HTML][HTML] Can i trust my fake data–a comprehensive quality assessment framework for synthetic tabular data in healthcare

VB Vallevik, A Babic, SE Marshall, E Severin… - International Journal of …, 2024 - Elsevier
Background Ensuring safe adoption of AI tools in healthcare hinges on access to sufficient
data for training, testing and validation. Synthetic data has been suggested in response to …

Hype, Sustainability, and the Price of the Bigger-is-Better Paradigm in AI

G Varoquaux, AS Luccioni, M Whittaker - arxiv preprint arxiv:2409.14160, 2024 - arxiv.org
With the growing attention and investment in recent AI approaches such as large language
models, the narrative that the larger the AI system the more valuable, powerful and …

Towards trustworthy ai: A review of ethical and robust large language models

MM Ferdaus, M Abdelguerfi, E Ioup, KN Niles… - arxiv preprint arxiv …, 2024 - arxiv.org
The rapid progress in Large Language Models (LLMs) could transform many fields, but their
fast development creates significant challenges for oversight, ethical creation, and building …