Acrolinx fixes

Author: GraemeMalcolm

learn-pr/wwl-data-ai/generate-images-azure-openai/includes/1-introduction.md

@@ -1,9 +1,9 @@
-Azure AI Foundry enables you to use language models to generate content based on natural language prompts. Often the content that is generated is in the form of natural language text, but increasingly, models can generate other kinds of content.
+With Azure AI Foundry, you can use language models to generate content based on natural language prompts. Often the generated content is in the form of natural language text, but increasingly, models can generate other kinds of content.
 
-For example, the OpenAI DALL-E image generation model is capable of creating original graphical content based on natural language descriptions of a desired image.
+For example, the OpenAI DALL-E image generation model can create original graphical content based on a description of a desired image.
 
 ![Diagram of a prompt requesting a model to create an image.](../media/image-generation.png)
 
-The ability to use AI to generate graphics has a number of applications; including the creation of illustrations or photorealistic images for articles or marketing collateral, generation of unique product or company logos, or any scenario where a desired image can be described.
+The ability to use AI to generate graphics has many applications; including the creation of illustrations or photorealistic images for articles or marketing collateral, generation of unique product or company logos, or any scenario where a desired image can be described.
 
 In this module, you'll learn how to develop an application that uses generative AI to generate original images.

learn-pr/wwl-data-ai/generate-images-azure-openai/includes/2-what-is-dall-e.md

@@ -1,7 +1,7 @@
 Azure AI Foundry supports multiple models that are capable of generating images, including (but not limited to):
 
-- DALL-E
-- GPT-Image-1
+- DALL-E 3
+- GPT-Image 1
 
 > [!TIP]
 > For the latest information about model availability in Azure AI Foundry, view the model catalog. See **[Model catalog and collections in Azure AI Foundry portal](/azure/ai-foundry/how-to/model-catalog-overview?azure-portal=true)** for details.
@@ -16,4 +16,4 @@ This prompt could result in the generation of graphical output such as the follo
 
 ![A picture of a squirrel on a motorcycle.](../media/squirrel-on-motorcycle.png)
 
-The images generated are original; they are not retrieved from a curated image catalog. In other words, the model is not a search system for *finding* appropriate images - it is an artificial intelligence (AI) model that *generates* new images based on the data on which it was trained.
+The images generated are original; they aren't retrieved from a curated image catalog. In other words, the model isn't a search system for *finding* appropriate images - it is an artificial intelligence (AI) model that *generates* new images based on the data on which it was trained.

learn-pr/wwl-data-ai/generate-images-azure-openai/includes/3-dall-e-in-openai-studio.md

@@ -1,4 +1,4 @@
-To experiment with image generation models, you can create an Azure AI Foundry project (or provision an Azure OpenAI Service resource in an Azure subscription) and use the *Images playground* in Azure AI Foundry portal to submit prompts and view the resulting generated images.
+To experiment with image generation models, you can create an Azure AI Foundry project and use the *Images playground* in Azure AI Foundry portal to submit prompts and view the resulting generated images.
 
 ![A screenshot of the Images playground in Azure AI Studio.](../media/images-playground.png)