Missing figure added

main.tex

@@ -505,6 +505,13 @@ Chunked $\sqrt{n}$ & 54.10 $\pm$ 2.71s & 2.41 MB & 122 & 18.3× \\
 
 The 18.3× slowdown aligns more closely with theoretical predictions than our simulated results, demonstrating that real models exhibit the expected space-time tradeoffs when processing is dominated by model inference rather than memory bandwidth.
 
+\begin{figure}[htbp]
+\centering
+\includegraphics[width=0.75\textwidth]{figures/ollama_sqrt_validation.png}
+\caption{Validation that our Ollama context chunking follows the theoretical $\sqrt{n}$ pattern. For 14,750 characters of input, we use 122 chunks of 121 characters each, precisely following $\sqrt{n}$ chunking.}
+\label{fig:ollama_sqrt}
+\end{figure}
+
 \begin{figure}[htbp]
 \centering
 \includegraphics[width=0.95\textwidth]{figures/ollama_spacetime_results.png}