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 \maketitle
 
 \begin{abstract}
-	Large Language Models (LLMs) are increasingly deployed in society, yet their alignment targets are typically defined by small teams within private companies, lacking democratic legitimacy. This project proposes a proof-of-concept demonstration of aligning LLMs to publicly collected human values from the World Values Survey, with evaluation conducted through public consultation. This document outlines the resources required to complete this 18-week project, including computational needs, data sources, human participants, timeline, and estimated budget. \footnote{\href{https://raw.githubusercontent.com/1jamesthompson1/AIML501/main/output/AIML501_James_Thompson.pdf}{Full background and project proposal available here} where project will developed \href{https://github.com/1jamesthompson1/AIML589}.}
+	Large Language Models (LLMs) are increasingly deployed in society, yet their alignment targets are typically defined by small teams within private companies, lacking democratic legitimacy. This project proposes a proof-of-concept demonstration of aligning LLMs to publicly collected human values from the World Values Survey, with evaluation conducted through public consultation. This document outlines the resources required to complete this 18-week project, including computational needs, data sources, human participants, timeline, and estimated budget. \footnote{\href{https://raw.githubusercontent.com/1jamesthompson1/AIML501/main/output/AIML501_James_Thompson.pdf}{Full background and project proposal available here} where project will be developed \href{https://github.com/1jamesthompson1/AIML589}{here}.}
 
 
 \end{abstract}
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