1. Overview of Generative AI

🔹 What is Generative AI?

• Definition and principles of Generative AI

https://www.cmu.edu/intelligentbusiness/expertise/genai-principles.pdf

• How it differs from traditional AI and rule-based systems

https://www.geeksforgeeks.org/difference-between-generative-ai-and-traditional-ai/

• The evolution of AI in software testing

  

  https://dzone.com/articles/the-impact-of-ai-on-software-testing

🔹 How Generative AI Works

• The role of Large Language Models (LLMs)

• Understanding the tokenization process

• Concept of context windows and their limitations

• The problem of hallucinations in AI-generated outputs

🔹 Impact of AI on Software Testing

• AI for Test Case Generation

• AI for Test Data Creation

• AI for Test Automation and Execution

• AI for Exploratory Testing and Debugging

• AI-powered Testing Assistants