diff --git a/paper/src/main.tex b/paper/src/main.tex
index 49828f6..c350741 100644
--- a/paper/src/main.tex
+++ b/paper/src/main.tex
@@ -27,7 +27,7 @@ These behavioral signals serve as inputs for a Distributionally Robust Reinforce
 \noindent\textbf{Keywords:} Dynamic Pricing, LLM Agents, Adversarial Machine Learning, E-commerce, Behavioral Detection, Reinforcement Learning
 
 \vspace{1em}
-\noindent\textbf{Acknowledgments:} This research was supported by the TPU Research Cloud program, which provided access to Google Cloud TPU accelerators (including TPU v2/v3/v4).
+\noindent\textbf{Acknowledgments:} This research was supported by the TPU Research Cloud program, which provided access to Google Cloud TPU accelerators (including TPU v4, v5e, and v6e).
 
 \clearpage
 \input{chapters/01-intro}