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 …
including the energy sector. The pandemic caused drastic fluctuations in energy demand, oil …
A systematic review of Green AI
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 …
footprint of AI is no longer negligible. AI researchers and practitioners are therefore urged to …
Holistic evaluation of language models
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 …
technologies, but their capabilities, limitations, and risks are not well understood. We present …
Estimating the carbon footprint of bloom, a 176b parameter language model
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 …
ML models requires computational resources, energy and materials. In the present article …
Evaluating the social impact of generative ai systems in systems and society
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 …
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 …
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
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 …
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
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 …
devices but due to its performance and ability to converse effectively, it has gained a huge …
Digitalization and the Anthropocene
Great claims have been made about the benefits of dematerialization in a digital service
economy. However, digitalization has historically increased environmental impacts at local …
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 …
technology, has surged across various industries. However, a notable drawback of this …