diff --git a/packages/google-cloud-language/README.md b/packages/google-cloud-language/README.md
index da7d35ddc5f..d586725cbcc 100644
--- a/packages/google-cloud-language/README.md
+++ b/packages/google-cloud-language/README.md
@@ -1,8 +1,6 @@
-# @google-cloud/language
+# @google-cloud/language ([Alpha][versioning])
 > Google Cloud Natural Language Client Library for Node.js
 
-> **This is a Beta release of Google Cloud Natural Language.** This feature is not covered by any SLA or deprecation policy and may be subject to backward-incompatible changes.
-
 *Looking for more Google APIs than just Natural Language? You might want to check out [`google-cloud`][google-cloud].*
 
 - [API Documentation][gcloud-language-docs]
@@ -77,24 +75,18 @@ var language = require('@google-cloud/language')({
 
 It's incredibly easy to get authenticated and start using Google's APIs. You can set your credentials on a global basis as well as on a per-API basis. See each individual API section below to see how you can auth on a per-API-basis. This is useful if you want to use different accounts for different Google Cloud services.
 
-### On Google Compute Engine
+### On Google Cloud Platform
 
-If you are running this client on Google Compute Engine, we handle authentication for you with no configuration. You just need to make sure that when you [set up the GCE instance][gce-how-to], you add the correct scopes for the APIs you want to access.
+If you are running this client on Google Cloud Platform, we handle authentication for you with no configuration. You just need to make sure that when you [set up the GCE instance][gce-how-to], you add the correct scopes for the APIs you want to access.
 
 ``` js
-// Authenticating on a global basis.
-var projectId = process.env.GCLOUD_PROJECT; // E.g. 'grape-spaceship-123'
-
-var language = require('@google-cloud/language')({
-  projectId: projectId
-});
-
+var language = require('@google-cloud/language')();
 // ...you're good to go!
 ```
 
 ### Elsewhere
 
-If you are not running this client on Google Compute Engine, you need a Google Developers service account. To create a service account:
+If you are not running this client on Google Cloud Platform, you need a Google Developers service account. To create a service account:
 
 1. Visit the [Google Developers Console][dev-console].
 2. Create a new project or click on an existing project.
@@ -121,6 +113,7 @@ var language = require('@google-cloud/language')({
 ```
 
 
+[versioning]: https://github.com/GoogleCloudPlatform/google-cloud-node#versioning
 [google-cloud]: https://github.com/GoogleCloudPlatform/google-cloud-node/
 [gce-how-to]: https://cloud.google.com/compute/docs/authentication#using
 [dev-console]: https://console.developers.google.com/project
diff --git a/packages/google-cloud-language/src/index.js b/packages/google-cloud-language/src/index.js
index fe9c6061516..cd4e975cd90 100644
--- a/packages/google-cloud-language/src/index.js
+++ b/packages/google-cloud-language/src/index.js
@@ -32,12 +32,6 @@ var v1 = require('./v1');
 var Document = require('./document.js');
 
 /**
- * <p class="notice">
- *   **This is a Beta release of Google Cloud Natural Language.** This API is
- *   not covered by any SLA or deprecation policy and may be subject to
- *   backward-incompatible changes.
- * </p>
- *
  * The [Google Cloud Natural Language](https://cloud.google.com/natural-language/docs)
  * API provides natural language understanding technologies to developers,
  * including sentiment analysis, entity recognition, and syntax analysis. This