diff --git a/privacy/bolt_on/README.md b/privacy/bolt_on/README.md
index 4e6d1f5..e1f9bac 100644
--- a/privacy/bolt_on/README.md
+++ b/privacy/bolt_on/README.md
@@ -47,9 +47,10 @@ https://arxiv.org/pdf/1811.04911.pdf
 As we are pegged on tensorflow2.0, this package may encounter stability
 issues in the ongoing development of tensorflow2.0.
 
-This sub-package is currently stable for 2.0.0a0 and 2.0.0b0. We are aware of 
-issues in model fitting using the BoltOnModel in beta1, the latest release, 
-and are actively working towards solving these issues.
+This sub-package is currently stable for 2.0.0a0, 2.0.0b0, and 2.0.0.b1 
+If you would like to use this subpackage, please do use one of these versions as
+we cannot guarantee it will work for all latest releases. If you do find issues,
+feel free to raise an issue to the contributors listed below.
 
 ## Contacts