Copertina

From Cradle to Cloud: A Life Cycle Review of AI's Environmental Footprint

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Lambert, Katherine, Luccioni, Sasha
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Computers and Society
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

From Efficiency Gains to Rebound Effects: The Problem of Jevons' Paradox in AI's Polarized Environmental Debate
di: Luccioni, Alexandra Sasha, et al.
Pubblicazione: (2025)

The Global Landscape of Environmental AI Regulation: From the Cost of Reasoning to a Right to Green AI
di: Ebert, Kai, et al.
Pubblicazione: (2026)

More than Carbon: Cradle-to-Grave environmental impacts of GenAI training on the Nvidia A100 GPU
di: Falk, Sophia, et al.
Pubblicazione: (2025)

Bridging the Gap: Integrating Ethics and Environmental Sustainability in AI Research and Practice
di: Luccioni, Alexandra Sasha, et al.
Pubblicazione: (2025)

Misinformation by Omission: The Need for More Environmental Transparency in AI
di: Luccioni, Sasha, et al.
Pubblicazione: (2025)

From FLOPs to Footprints: The Resource Cost of Artificial Intelligence
di: Falk, Sophia, et al.
Pubblicazione: (2025)

Hype, Sustainability, and the Price of the Bigger-is-Better Paradigm in AI
di: Varoquaux, Gaël, et al.
Pubblicazione: (2024)

Strategic Polysemy in AI Discourse: A Philosophical Analysis of Language, Hype, and Power
di: LaCroix, Travis, et al.
Pubblicazione: (2026)

A Cradle-to-Gate Life Cycle Analysis of Bitcoin Mining Equipment Using Sphera LCA and ecoinvent Databases
di: Courtillat--Piazza, Ludmila, et al.
Pubblicazione: (2024)

Towards Resource-Efficient LLMs: End-to-End Energy Accounting of Distillation Pipelines
di: Lambert, Katherine, et al.
Pubblicazione: (2026)

Terms of (Ab)Use: An Analysis of GenAI Services
di: Pandit, Harshvardhan J., et al.
Pubblicazione: (2026)

Toward Sustainable Generative AI: A Scoping Review of Carbon Footprint and Environmental Impacts Across Training and Inference Stages
di: Kim, Min-Kyu, et al.
Pubblicazione: (2025)

From Cradle to Cradle: Life Cycle Thinking in the Design of Structures
di: Helena Gervasio
Pubblicazione: (2025)

From Silicon Shield to Carbon Lock-in ? The Environmental Footprint of Electronic Components Manufacturing in Taiwan (2015-2020)
di: Roussilhe, Gauthier, et al.
Pubblicazione: (2022)

The Life Cycle of Large Language Models: A Review of Biases in Education
di: Lee, Jinsook, et al.
Pubblicazione: (2024)

Estimating Environmental Cost Throughout Model's Adaptive Life Cycle
di: Sangarya, Vishwesh, et al.
Pubblicazione: (2024)

SpiderGen: Towards Procedure Generation For Carbon Life Cycle Assessments with Generative AI
di: Sitaraman, Anupama, et al.
Pubblicazione: (2025)

Position: Key Claims in LLM Research Have a Long Tail of Footnotes
di: Rogers, Anna, et al.
Pubblicazione: (2023)

AI-Enhanced Decision-Making for Sustainable Supply Chains: Reducing Carbon Footprints in the USA
di: Hasan, MD Rokibul
Pubblicazione: (2024)

Mitigating the Carbon Footprint of Chatbots as Consumers
di: Ruf, Boris, et al.
Pubblicazione: (2025)

Occupation Life Cycle
di: Chen, Lan, et al.
Pubblicazione: (2024)

How Hungry is AI? Benchmarking Energy, Water, and Carbon Footprint of LLM Inference
di: Jegham, Nidhal, et al.
Pubblicazione: (2025)

Composable Life: Speculation for Decentralized AI Life
di: Hu, Botao Amber, et al.
Pubblicazione: (2025)

Criteria for Credible AI-assisted Carbon Footprinting Systems: The Cases of Mapping and Lifecycle Modeling
di: Ulissi, Shaena, et al.
Pubblicazione: (2025)

Machines in the Crowd? Measuring the Footprint of Machine-Generated Text on Reddit
di: La Cava, Lucio, et al.
Pubblicazione: (2025)

Green by Design? Investigating the Energy and Carbon Footprint of Chia Network
di: Djerrab, Soraya, et al.
Pubblicazione: (2026)

Towards A Comprehensive Assessment of AI's Environmental Impact
di: Chakraborty, Srija
Pubblicazione: (2024)

On the Carbon Footprint of Economic Research in the Age of Generative AI
di: Alonso-Robisco, Andres, et al.
Pubblicazione: (2026)

Integrating AI's Carbon Footprint into Risk Management Frameworks: Strategies and Tools for Sustainable Compliance in Banking Sector
di: Tkachenko, Nataliya
Pubblicazione: (2024)

From Cloud to Edge: Rethinking Generative AI for Low-Resource Design Challenges
di: Vuruma, Sai Krishna Revanth, et al.
Pubblicazione: (2024)

Dirty Bits in Low-Earth Orbit: The Carbon Footprint of Launching Computers
di: Ohs, Robin, et al.
Pubblicazione: (2025)

Estimating The Carbon Footprint Of Digital Agriculture Deployment: A Parametric Bottom-Up Modelling Approach
di: La Rocca, Pierre, et al.
Pubblicazione: (2024)

Cloud Platforms for Developing Generative AI Solutions: A Scoping Review of Tools and Services
di: Patel, Dhavalkumar, et al.
Pubblicazione: (2024)

The Essentials of AI for Life and Society: A Full-Scale AI Literacy Course Accessible to All
di: Xu, Zifan, et al.
Pubblicazione: (2025)

Talkin' 'Bout AI Generation: Copyright and the Generative-AI Supply Chain
di: Lee, Katherine, et al.
Pubblicazione: (2023)

Open Problems in Technical AI Governance
di: Reuel, Anka, et al.
Pubblicazione: (2024)

Keeping it Authentic: The Social Footprint of the Trolls Network
di: Swed, Ori, et al.
Pubblicazione: (2024)

AI Apology: A Critical Review of Apology in AI Systems
di: Harland, Hadassah, et al.
Pubblicazione: (2024)

Life-Cycle Emissions of AI Hardware: A Cradle-To-Grave Approach and Generational Trends
di: Schneider, Ian, et al.
Pubblicazione: (2025)

Stuck in the Turing Matrix: Inauthenticity, Deception and the Social Life of AI
di: Collins, Samuel Gerald
Pubblicazione: (2026)