Update 5-azure-openai-studio-overview.md

Author: kprks

learn-pr/philanthropies/architecture-of-thought/includes/5-azure-openai-studio-overview.md

@@ -1,24 +1,22 @@
-## Azure OpenAI Studio Overview
-
-Azure OpenAI Studio is a cloud-based platform that allows developers and organizations to build, customize, and deploy AI-powered applications using OpenAI’s advanced language models. Designed to be accessible and scalable, Azure OpenAI Studio simplifies the process of creating intelligent dialogue systems without requiring deep AI expertise.
+Azure OpenAI Studio is a cloud-based platform that allows developers and organizations to build, customize, and deploy AI-powered applications using OpenAI's advanced language models. Designed to be accessible and scalable, Azure OpenAI Studio simplifies the process of creating intelligent dialogue systems without requiring deep AI expertise.
 
 ## Overview of Azure OpenAI Studio
 
 Azure OpenAI Studio provides an interface for experimenting with and deploying models like GPT-3 and GPT-4. It offers tools for prompt design, fine-tuning, and testing model outputs in real time.
 
-- **Prompt Design Interface** – Users can write and test prompts to see how the model responds in various scenarios.
-- **Custom Deployments** – Organizations can set up their own endpoints and integrate models into existing applications.
-- **Security and Compliance** – Built on Azure’s secure infrastructure, the platform supports enterprise-grade compliance and data protection standards.
+- **Prompt design interface** – Users can write and test prompts to see how the model responds in various scenarios.
+- **Custom deployments** – Organizations can set up their own endpoints and integrate models into existing applications.
+- **Security and compliance** – Built on Azure's secure infrastructure, the platform supports enterprise-grade compliance and data protection standards.
 
 Azure OpenAI Studio acts as a bridge between powerful AI models and real-world use cases, enabling faster experimentation and development.
 
-## Benefits of Using Azure’s Managed Services
+## Benefits of using Azure's managed services
 
-Using Azure’s managed infrastructure provides several advantages for deploying dialogue systems at scale:
+Using Azure's managed infrastructure provides several advantages for deploying dialogue systems at scale:
 
-- **Scalability** – Azure’s cloud environment makes it easy to deploy applications that handle thousands of users with minimal setup.
+- **Scalability** – Azure's cloud environment makes it easy to deploy applications that handle thousands of users with minimal setup.
 - **Integration** – Built-in compatibility with other Microsoft services (such as Azure Functions, Logic Apps, and Cognitive Services) streamlines development and expansion.
-- **Reliability and Support** – Azure provides uptime guarantees, monitoring tools, and enterprise support to ensure consistent performance.
-- **Security and Governance** – Azure enforces strict data privacy and access controls, making the platform suitable for use in regulated industries.
+- **Reliability and support** – Azure provides uptime guarantees, monitoring tools, and enterprise support to ensure consistent performance.
+- **Security and governance** – Azure enforces strict data privacy and access controls, making the platform suitable for use in regulated industries.
 
-Azure OpenAI Studio offers a powerful yet user-friendly environment for building dialogue systems. With tools for rapid development, integration, and deployment—backed by Azure’s secure infrastructure—it helps learners and professionals bring AI-powered conversations to life at scale.
+Azure OpenAI Studio offers a powerful yet user-friendly environment for building dialogue systems. With tools for rapid development, integration, and deployment—backed by Azure's secure infrastructure—it helps learners and professionals bring AI-powered conversations to life at scale.