diff --git a/docs/README_Sp1.md b/docs/README_SP1.md
similarity index 92%
rename from docs/README_Sp1.md
rename to docs/README_SP1.md
index 9e9b916cd..057f8c849 100644
--- a/docs/README_Sp1.md
+++ b/docs/README_SP1.md
@@ -1,4 +1,4 @@
-reference: https://succinctlabs.github.io/sp1/generating-proofs/advanced.html
+reference: https://docs.succinct.xyz/docs/sp1/generating-proofs/advanced
 
 ## CPU Acceleration