diff --git a/website/docs/specifications/namakemono/index.md b/website/docs/specifications/namakemono/index.md
index cb02fc5bf..73162eb16 100644
--- a/website/docs/specifications/namakemono/index.md
+++ b/website/docs/specifications/namakemono/index.md
@@ -334,3 +334,8 @@ Encryption is mostly handled by decentralized continuous group key agreement (DC
 
 ## Replication
 
+:::note
+
+We use a set reconciliation protocol for efficient replication of p2panda operations. You can read the paper on our implementation here: https://arxiv.org/abs/2212.13567
+
+:::