Pandemic, war, and global energy transitions

B Zakeri, K Paulavets, L Barreto-Gomez, LG Echeverri… - Energies, 2022 - mdpi.com
The COVID-19 pandemic and Russia's war on Ukraine have impacted the global economy,
including the energy sector. The pandemic caused drastic fluctuations in energy demand, oil …

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 …

Holistic evaluation of language models

P Liang, R Bommasani, T Lee, D Tsipras… - arxiv preprint arxiv …, 2022 - arxiv.org
Language models (LMs) are becoming the foundation for almost all major language
technologies, but their capabilities, limitations, and risks are not well understood. We present …

Estimating the carbon footprint of bloom, a 176b parameter language model

AS Luccioni, S Viguier, AL Ligozat - Journal of Machine Learning Research, 2023 - jmlr.org
Progress in machine learning (ML) comes with a cost to the environment, given that training
ML models requires computational resources, energy and materials. In the present article …

Evaluating the social impact of generative ai systems in systems and society

I Solaiman, Z Talat, W Agnew, L Ahmad… - arxiv preprint arxiv …, 2023 - arxiv.org
Generative AI systems across modalities, ranging from text, image, audio, and video, have
broad social impacts, but there exists no official standard for means of evaluating those …

Artificial intelligence-based solutions for climate change: a review

L Chen, Z Chen, Y Zhang, Y Liu, AI Osman… - Environmental …, 2023 - Springer
Climate change is a major threat already causing system damage to urban and natural
systems, and inducing global economic losses of over $500 billion. These issues may be …

[HTML][HTML] Deep learning based computer vision approaches for smart agricultural applications

VG Dhanya, A Subeesh, NL Kushwaha… - Artificial Intelligence in …, 2022 - Elsevier
The agriculture industry is undergoing a rapid digital transformation and is growing powerful
by the pillars of cutting-edge approaches like artificial intelligence and allied technologies …

Chatgpt needs spade (sustainability, privacy, digital divide, and ethics) evaluation: A review

SA Khowaja, P Khuwaja, K Dev, W Wang… - Cognitive …, 2024 - Springer
ChatGPT is another large language model (LLM) vastly available for the consumers on their
devices but due to its performance and ability to converse effectively, it has gained a huge …

Digitalization and the Anthropocene

F Creutzig, D Acemoglu, X Bai… - Annual review of …, 2022 - annualreviews.org
Great claims have been made about the benefits of dematerialization in a digital service
economy. However, digitalization has historically increased environmental impacts at local …

[HTML][HTML] Green artificial intelligence initiatives: Potentials and challenges

YI Alzoubi, A Mishra - Journal of Cleaner Production, 2024 - Elsevier
Recently, the widespread adoption of artificial intelligence, particularly generative AI
technology, has surged across various industries. However, a notable drawback of this …