LLMs and the Environment: Generating the Need for Action

As AI becomes more and more widely used, its environmental impacts demand policy-based action. This brief will cover the various impacts of Language Learning Models (LLMs) upon the environment, and how these can be mitigated via regulatory policy.

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Aleeza Siddique

November 30, 2025

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Inquiry-driven, this project may reflect personal views, aiming to enrich problem-related discourse.

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Other Fellowship Capstones

Addressing the Financial Literacy Gap Among Rural Populations in India

Capstones - Summer 2024

Nitika Meka

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Youth Bereavement Support in Public Schools

Capstones Spring 2025

This policy brief argues that the lack of grief support in public schools is a widespread, urgent issue impacting millions of children, and outlines bipartisan, cost-effective policy solutions to ensure equitable access to bereavement resources nationwide

Funding in Public Education: What the United States gets wrong with public education funding and creating a more equitable system

Capstones - Winter 2023

Eduardo Corona

My paper takes a dive into funding in the United States showing how a lack of funding affects stakeholders. There are also comprehensive solutions presented to solve the lack of funding by involving the federal government.

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Other Fellowship Capstones

Addressing the Financial Literacy Gap Among Rural Populations in India

Youth Bereavement Support in Public Schools

Funding in Public Education: What the United States gets wrong with public education funding and creating a more equitable system