diff --git a/report/diagrams/high-level-system-architecture-white.png b/report/diagrams/system-architecture.png
similarity index 100%
rename from report/diagrams/high-level-system-architecture-white.png
rename to report/diagrams/system-architecture.png
diff --git a/report/report.tex b/report/report.tex
index c25b576..9c30252 100644
--- a/report/report.tex
+++ b/report/report.tex
@@ -341,7 +341,7 @@ Django Channels WebSocket consumer. It maintains a persistent,
 full-duplex connection between the trainee and the distributed AI
 components, ensuring real-time interactivity.
 
-\includegraphics[width=6.5in,height=2.25in]{diagrams/high-level-system-architecture-white.png}
+\includegraphics[width=\textwidth,keepaspectratio]{diagrams/system-architecture.png}
 
 Figure 1: High-level system architecture of Dynavera, illustrating the
 interaction between the user, orchestrator, inference layer and the