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% UQO Working Paper No. 27 — The Invisible Hand of Machines
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  pdftitle={The Invisible Hand of Machines: Price Discovery in Markets Populated by LLM Agents},
  pdfauthor={Simon-Pierre Boucher}}

\theoremstyle{plain}
\newtheorem{proposition}{Proposition}
\newtheorem{lemma}{Lemma}
\newtheorem{corollary}{Corollary}
\theoremstyle{definition}
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% METADATA
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\newcommand{\WPnumber}{27}
\newcommand{\WPtitle}{The Invisible Hand of Machines}
\newcommand{\WPsubtitle}{Price Discovery in Markets Populated by LLM Agents}
\newcommand{\WPdate}{October 2026}
\newcommand{\WPversion}{1.0}
\newcommand{\WPabstract}{\input{sections/abstract}}
\newcommand{\WPkeywords}{price discovery, large language models, agent-based markets, limit order book, herding, liquidity spirals, randomized simulation experiments}
\newcommand{\WPjel}{G14, G12, D53, C63, C15, D83}
\newcommand{\WPauthor}{Simon-Pierre Boucher}
\newcommand{\WPaffiliation}{Département des sciences administratives\\Université du Québec en Outaouais}
\newcommand{\WPemail}{simon-pierre.boucher@uqo.ca}
\newcommand{\WPaddress}{Gatineau -- Pavillon Alexandre-Taché\\283, boulevard Alexandre-Taché\\Gatineau, Québec, Canada J9A 1L8}

\begin{document}
\input{sections/titlepage}
\input{sections/introduction}
\input{sections/literature}
\input{sections/model}
\input{sections/theory}
\input{sections/identification}
\input{sections/implementation}
\input{sections/results}
\input{sections/mechanisms}
\input{sections/robustness}
\input{sections/limitations}
\input{sections/conclusion}
\newpage
\bibliography{references}
\newpage
\begin{appendices}
\input{appendices/proofs}
\input{appendices/prompts}
\input{appendices/pseudocode}
\input{appendices/hyperparameters}
\input{appendices/reproducibility}
\end{appendices}
\end{document}