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% UQO Working Paper 31 — PRISME
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\newcommand{\WPnumber}{31}
\newcommand{\WPtitle}{PRISME: Intervention-Supervised Sparse Workspace Editing for Small Language Models}
\newcommand{\WPsubtitle}{Design, controlled evaluation, and negative and positive evidence at the 100M-parameter scale}
\newcommand{\WPdate}{October 2026}
\newcommand{\WPversion}{1.0}
\newcommand{\WPabstract}{\input{sections/abstract}}
\newcommand{\WPkeywords}{small language models; adaptive computation; latent workspace; counterfactual supervision; sparse routing; quality--compute frontier; reproducibility}
\newcommand{\WPjel}{C45, C63, C88}
\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}

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\input{sections/results}
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\input{sections/limitations}
\input{sections/conclusion}
\input{sections/reproducibility}
\newpage
\bibliography{references}
\input{appendix/appendix}
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