diff --git a/benchmarks/frontierchallenge/site/index.html b/benchmarks/frontierchallenge/site/index.html
index 150874f..49789cc 100644
--- a/benchmarks/frontierchallenge/site/index.html
+++ b/benchmarks/frontierchallenge/site/index.html
@@ -30,7 +30,7 @@ <h1 id="leaderboard-title">FrontierChallenge</h1>
 
       <section class="resource-links" aria-label="Project resources">
         <a href="https://github.com/ApodexAI/FrontierAgent/tree/main/benchmarks/frontierchallenge" target="_blank" rel="noreferrer"><span>GitHub</span><i aria-hidden="true">↗</i></a>
-        <a href="#" aria-label="Paper link placeholder"><span>Paper</span><i aria-hidden="true">↗</i></a>
+        <a href="https://arxiv.org/abs/2608.24979" target="_blank" rel="noreferrer"><span>Paper</span><i aria-hidden="true">↗</i></a>
         <a href="https://huggingface.co/datasets/apodex/FrontierChallenge" target="_blank" rel="noreferrer"><span>Hugging Face</span><i aria-hidden="true">↗</i></a>
       </section>