diff --git a/src/content/changelogs/api-shield.yaml b/src/content/changelogs/api-shield.yaml
index 2b72c02343ca38..eacae2205efe56 100644
--- a/src/content/changelogs/api-shield.yaml
+++ b/src/content/changelogs/api-shield.yaml
@@ -8,7 +8,7 @@ entries:
   - publish_date: "2024-11-04"
     title: Endpoint labels
     description: |-
-      Customers can now organize their endpoints by use case and custom labels in [Endpoint Management](/api-shield/management-and-monitoring/endpoint-labels/) for easy reference and future ML model training.
+      Customers can now organize their endpoints by use case and custom labels in [Endpoint Management](/api-shield/management-and-monitoring/endpoint-labels/) for easy reference and future machine learning (ML) model training. 
 
   - publish_date: "2024-10-18"
     title: API Shield fields in Custom Rules
diff --git a/src/content/docs/fundamentals/setup/manage-members/roles.mdx b/src/content/docs/fundamentals/setup/manage-members/roles.mdx
index 7b736cbd273282..082c2a6250fcb8 100644
--- a/src/content/docs/fundamentals/setup/manage-members/roles.mdx
+++ b/src/content/docs/fundamentals/setup/manage-members/roles.mdx
@@ -18,7 +18,7 @@ Account-scoped roles apply across an entire Cloudflare account, and through all
 | Role                                                         | Description                                                                                                                                                                                                                                                         |
 | ------------------------------------------------------------ | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
 | Administrator                                                | Can access the full account and edit subscriptions. Cannot manage memberships nor billing profile.                                                                                                                                                                  |
-| Super Administrator - All Privileges                         | Can edit any Cloudflare setting, make purchases, update billing, and manage memberships. Super Administrators can revoke the access of other Super Administrators.                                                                                                  |
+| Super Administrator                                          | Can edit any Cloudflare setting, make purchases, update billing, and manage memberships. Super Administrators can revoke the access of other Super Administrators.                                                                                                  |
 | Administrator Read Only                                      | Can access the full account in read-only mode.                                                                                                                                                                                                                      |
 | Analytics                                                    | Can read Analytics.                                                                                                                                                                                                                                                 |
 | API Gateway                                                  | Grants full access to [API Gateway (including API Shield)](/api-shield/) for all domains in an account.                                                                                                                                                             |