diff --git a/paper/paper.tex b/paper/paper.tex
index 595af684..145e11f7 100644
--- a/paper/paper.tex
+++ b/paper/paper.tex
@@ -480,7 +480,7 @@ TinyTorch differs from educational frameworks through systems-first integration
 
 Empirical validation of learning outcomes remains future work (\Cref{sec:discussion}), but design grounding in established theory (constructionism, cognitive apprenticeship, productive failure, threshold concepts) provides theoretical justification for pedagogical choices.
 
-\section{The TinyTorch Curriculum}
+\section{TinyTorch Architecture}
 \label{sec:curriculum}
 
 This section presents the 20-module curriculum structure, organized into four tiers that progressively build a complete ML framework.