As generative AI use becomes a fixture, institutions are asking an important question: what does all this AI use actually cost the environment? This evidence-based guide gives institutional leaders, sustainability officers, and interested individuals the technical foundation to begin answering that question.Drawing on peer-reviewed research and government data, this document explains how to estimate the electricity consumption, carbon emissions, and water use associated with AI inference in your institution. It walks through the methodology transparently, so you understand not just the numbers but where they come from and how confident you can be in them.This estimation approach designed for planning and sustainability conversations. It includes a glossary of technical terms, working examples, and appendices to help you find your data center location, grid emissions factors, and vendor sustainability information.Format: PDF (10 pages)Page 1 - 4 Images:<img src="https://ezycourse.b-cdn.net/2008/cmn26y6u75d1m1fqtevkieaex.png" alt="image" containerstyle="width: 100%; height: auto; cursor: pointer; " wrapperstyle="display: flex">&nbsp;Notes: (1) An accessible, Word format is available by sending an email request to: <a target="_blank" href="mailto:contact@eduvators.net">contact@eduvators.net</a>. Reference this product’s ID number, which is 13827, in the subject line or body of the email. (2) Some content within this document was initially generated using artificial intelligence technology and was subsequently edited and refined by Eduvators LLC team members. While an AI model may have produced the core ideas, a team member has reviewed, adjusted, and approved the final content to ensure accuracy, coherence, and alignment with our quality and ethical standards.&nbsp;&nbsp;Last Updated: 2026© 2026 Eduvators LLC

Environmental Impact of AI in Institutions: A Technical Reference Document

An evidence-based technical guide that gives institutions the methodology and verified data to estimate the electricity, carbon, and water impacts of AI use.

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Environmental Impact of AI in Institutions: A Technical Reference Document

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