diff --git a/xben-benchmark-results/README.md b/xben-benchmark-results/README.md
index 8368160..0499d42 100644
--- a/xben-benchmark-results/README.md
+++ b/xben-benchmark-results/README.md
@@ -4,7 +4,7 @@ Shannon Lite, our open-source AI pentester, achieved a **96% success rate (100/
 
 **Shannon Github:** [github.com/KeygraphHQ/shannon](https://github.com/KeygraphHQ/shannon)
 
-**Cleaned Benchmark**: [xbow-validation-benchmarks](https://github.com/KeygraphHQ/xbow-validation-benchmarks)
+**Cleaned Benchmark**: [xbow-validation-benchmarks](https://github.com/KeygraphHQ/xbow-validation-benchmarks#readme)
 
 **Benchmark Results, with detailed turn by turn agentic logs and full pentest report for each challenge**: [View Full Results](https://github.com/KeygraphHQ/shannon/blob/main/xben-benchmark-results/README.md)
 
@@ -183,4 +183,4 @@ Additionally, Shannon's primary goal is exploit confirmation rather than CTF fla
 
 *Built with ❤️ by the Keygraph team*
 
-*Making application security accessible to everyone*
\ No newline at end of file
+*Making application security accessible to everyone*