Making AI Less "Thirsty": Uncovering and Addressing the Secret Water Footprint of AI Models

6 April 2023

Pengfei Li

Papers citing "Making AI Less "Thirsty": Uncovering and Addressing the Secret Water Footprint of AI Models"

36 / 36 papers shown

Title
A Survey on Parameter-Efficient Fine-Tuning for Foundation Models in Federated Learning Jieming Bian Yuanzhe Peng Lei Wang Yin Huang Jie Xu FedML 55 0 0 29 Apr 2025
Energy Considerations of Large Language Model Inference and Efficiency Optimizations Jared Fernandez Clara Na Vashisth Tiwari Yonatan Bisk Sasha Luccioni Emma Strubell 27 0 0 24 Apr 2025
Reflexive Prompt Engineering: A Framework for Responsible Prompt Engineering and Interaction Design Christian Djeffal 21 0 0 22 Apr 2025
On the (im)possibility of sustainable artificial intelligence. Why it does not make sense to move faster when heading the wrong way Rainer Rehak 34 1 0 22 Mar 2025
Holistically Evaluating the Environmental Impact of Creating Language Models Jacob Morrison Clara Na Jared Fernandez Tim Dettmers Emma Strubell Jesse Dodge ELM 40 2 0 03 Mar 2025
Climate And Resource Awareness is Imperative to Achieving Sustainable AI (and Preventing a Global AI Arms Race) Pedram Bakhtiarifard Pınar Tözün Christian Igel Raghavendra Selvan 32 0 0 27 Feb 2025
Systematic Weight Evaluation for Pruning Large Language Models: Enhancing Performance and Sustainability Ashhadul Islam S. Belhaouari Amine Bermak 26 0 0 24 Feb 2025
Local Differences, Global Lessons: Insights from Organisation Policies for International Legislation Lucie-Aimée Kaffee Pepa Atanasova Anna Rogers 39 0 0 19 Feb 2025
Recent Advances, Applications and Open Challenges in Machine Learning for Health: Reflections from Research Roundtables at ML4H 2024 Symposium A. Adibi Xu Cao Zongliang Ji Jivat Neet Kaur Winston Chen ... Mohsen Sadatsafavi Dennis L. Shung Shannon McWeeney Jessica Dafflon Sarah Jabbour OOD VLM AI4TS 53 0 0 10 Feb 2025
The Unbearable Lightness of Prompting: A Critical Reflection on the Environmental Impact of genAI use in Design Education M. Lupetti Elena Cavallin Dave Murray-Rust AI4CE 32 1 0 28 Jan 2025
Towards Environmentally Equitable AI Mohammad Hajiesmaili Shaolei Ren R. Sitaraman Adam Wierman 61 0 0 21 Dec 2024
Engineering Trustworthy AI: A Developer Guide for Empirical Risk Minimization Diana Pfau Alexander Jung 16 0 0 25 Oct 2024
Cross-Modal Few-Shot Learning: a Generative Transfer Learning Framework Zhengwei Yang Yuke Li Qiang Sun Basura Fernando Heng-Chiao Huang Zheng Wang 21 1 0 14 Oct 2024
AI, Climate, and Regulation: From Data Centers to the AI Act Kai Ebert Nicolas Alder Ralf Herbrich Philipp Hacker AI4CE 17 0 0 09 Oct 2024
Integrating AI's Carbon Footprint into Risk Management Frameworks: Strategies and Tools for Sustainable Compliance in Banking Sector Nataliya Tkachenko 17 0 0 15 Sep 2024
AI, Climate, and Transparency: Operationalizing and Improving the AI Act Nicolas Alder Kai Ebert Ralf Herbrich Philipp Hacker AI4CE 19 1 0 28 Aug 2024
On Tables with Numbers, with Numbers Konstantinos Kogkalidis S. Chatzikyriakidis LMTD 17 0 0 12 Aug 2024
The Impact of Quantization and Pruning on Deep Reinforcement Learning Models Heng Lu Mehdi Alemi Reza Rawassizadeh 19 1 0 05 Jul 2024
Building Socially-Equitable Public Models Yejia Liu Jianyi Yang Pengfei Li Tongxin Li Shaolei Ren OffRL 30 0 0 04 Jun 2024
Why Algorithms Remain Unjust: Power Structures Surrounding Algorithmic Activity Andrew Balch 25 0 0 28 May 2024
Sociotechnical Implications of Generative Artificial Intelligence for Information Access Bhaskar Mitra Henriette Cramer Olya Gurevich 26 2 0 19 May 2024
Large Language Models for Human-Machine Collaborative Particle Accelerator Tuning through Natural Language Jan Kaiser Annika Eichler Anne Lauscher LM&MA 35 4 0 14 May 2024
Towards Socially and Environmentally Responsible AI Pengfei Li Yejia Liu Jianyi Yang Shaolei Ren 21 0 0 23 Apr 2024
Can LLMs substitute SQL? Comparing Resource Utilization of Querying LLMs versus Traditional Relational Databases Xiang Zhang Khatoon Khedri Reza Rawassizadeh 22 2 0 12 Apr 2024
What Generative Artificial Intelligence Means for Terminological Definitions Antonio San Martín 14 1 0 25 Feb 2024
Artificial intelligence and the transformation of higher education institutions Evangelos Katsamakas Oleg V. Pavlov Ryan Saklad 30 6 0 13 Feb 2024
AI Regulation in Europe: From the AI Act to Future Regulatory Challenges Philipp Hacker 11 6 0 06 Oct 2023
Open-Sourcing Highly Capable Foundation Models: An evaluation of risks, benefits, and alternative methods for pursuing open-source objectives Elizabeth Seger Noemi Dreksler Richard Moulange Emily Dardaman Jonas Schuett ... Emma Bluemke Michael Aird Patrick Levermore Julian Hazell Abhishek Gupta 6 40 0 29 Sep 2023
Are You Worthy of My Trust?: A Socioethical Perspective on the Impacts of Trustworthy AI Systems on the Environment and Human Society Jamell Dacon SILM 8 1 0 18 Sep 2023
Efficiency is Not Enough: A Critical Perspective of Environmentally Sustainable AI Dustin Wright Christian Igel Gabrielle Samuel Raghavendra Selvan 15 12 0 05 Sep 2023
CACTUS: a Comprehensive Abstraction and Classification Tool for Uncovering Structures L. Gherardini Varun Ravi Varma Karol Capała Roger Francis Woods José L. R. Sousa 6 2 0 23 Aug 2023
The Ethics of AI Value Chains Blair Attard-Frost D. Widder 12 1 0 31 Jul 2023
A Survey of Techniques for Optimizing Transformer Inference Krishna Teja Chitty-Venkata Sparsh Mittal M. Emani V. Vishwanath Arun Somani 22 60 0 16 Jul 2023
Towards Environmentally Equitable AI via Geographical Load Balancing Pengfei Li Jianyi Yang Adam Wierman Shaolei Ren 13 8 0 20 Jun 2023
The Carbon Emissions of Writing and Illustrating Are Lower for AI than for Humans Bill Tomlinson Rebecca W. Black Donald J. Patterson A. Torrance 41 27 0 08 Mar 2023
Carbon Emissions and Large Neural Network Training David A. Patterson Joseph E. Gonzalez Quoc V. Le Chen Liang Lluís-Miquel Munguía D. Rothchild David R. So Maud Texier J. Dean AI4CE 236 626 0 21 Apr 2021