diff --git a/CHANGES.rst b/CHANGES.rst
index af89562bb6..6206ffae43 100644
--- a/CHANGES.rst
+++ b/CHANGES.rst
@@ -87,6 +87,8 @@ general
 
 - Increase minimum required scipy. [#8441]
 
+- build with Numpy 2.0 release candidate to address ABI changes [#8527]
+
 outlier_detection
 -----------------