diff --git a/stacks/dlrs/mkl/README.md b/stacks/dlrs/mkl/README.md
index 094a1e1..f8367a2 100644
--- a/stacks/dlrs/mkl/README.md
+++ b/stacks/dlrs/mkl/README.md
@@ -7,11 +7,11 @@
 Default build args in Docker are on: https://docs.docker.com/engine/reference/builder/#arg
 
 ```
-docker build --no-cache -t clearlinux/stacks-dlrs-mkl --build-arg swupd_args="-m 27340" .
+docker build --no-cache -t clearlinux/stacks-dlrs-mkl .
 ```
 
 ### Build ARGs
 
 * `swupd_args` specifies [swupd update](https://clearlinux.org/documentation/clear-linux/guides/maintenance/swupd-guide#perform-a-manual-update) flags passed to the update during build.
 
->NOTE: `swupd_args` defaults so that the Clear Linux OS version is updated to 27340. Upgrading to a later version is not recommended, as further versions have not been validated.
+>NOTE: An empty `swupd_args` will default to Clear Linux OS latest version. Consider this when building from the Dockerfile, as an OS update will be performed. The docker image in this registry was built and validated using version 27910.
diff --git a/stacks/dlrs/oss/README.md b/stacks/dlrs/oss/README.md
index 9e9e5ad..b2eebd6 100644
--- a/stacks/dlrs/oss/README.md
+++ b/stacks/dlrs/oss/README.md
@@ -7,11 +7,11 @@
 Default build args in Docker are on: https://docs.docker.com/engine/reference/builder/#arg
 
 ```
-docker build --no-cache -t clearlinux/stacks-dlrs-oss --build-arg swupd_args="-m 27340" .
+docker build --no-cache -t clearlinux/stacks-dlrs-oss .
 ```
 
 ### Optional Build ARGs
 
 * `swupd_args` specifies [swupd update](https://clearlinux.org/documentation/clear-linux/guides/maintenance/swupd-guide#perform-a-manual-update) flags passed to the update during build.
 
->NOTE: `swupd_args` defaults so that the Clear Linux OS version is updated to 27340. Upgrading to a later version is not recommended, as further versions have not been validated.
+>NOTE: An empty `swupd_args` will default to Clear Linux OS latest version. Consider this when building from the Dockerfile, as an OS update will be performed. The docker image in this registry was built and validated using version 27910.
diff --git a/stacks/dlrs/releasenote.md b/stacks/dlrs/releasenote.md
index 10ef680..d0e52cc 100644
--- a/stacks/dlrs/releasenote.md
+++ b/stacks/dlrs/releasenote.md
@@ -9,7 +9,7 @@ To offer more flexibility, we are releasing multiple versions of the Deep Learni
 
 
 > **Note:**
-     Clear Linux will be automatically updated to release version 27340 in the container.  The minimum validated version of Clear Linux for this stack is 26240
+     Clear Linux will be automatically updated to the latest release version in the container. The minimum validated version of Clear Linux for this stack is 27910.
 
 > **Note:**
 > For multi-node support, we include a registry with a set of jsonnet files to show integration with Kubeflow for deployment.
@@ -60,9 +60,6 @@ The official Deep Learning Reference Stack Docker images are hosted at: https://
 
 
 
-> **Note:**
-   The OSS version of the image will use version 27340 of Clear Linux.
-
 ## Licensing