6.1.3. Common Generative AI Scenarios

Generative AI enables many practical applications:

Content Creation:

• Writing assistance and editing
• Blog posts, articles, marketing copy
• Code generation and documentation

Copilots: Copilots are AI assistants integrated into applications that help users with common tasks. They:

• Use plugins to extend capabilities
• Provide contextual assistance
• Are based on a common architecture

Image Generation: DALL-E and similar models can:

• Create new images from text descriptions
• Create variations of existing images
• Edit portions of images

⚠️ Exam Trap: Image generation features include: new image creation, creating variations, and editing images. Animation of static images is NOT a standard image generation feature.

Knowledge Bases and Q&A: Generative AI can power intelligent Q&A systems using:

• Webpages as sources
• Existing FAQ documents
• Manually entered question-answer pairs

Code assistance: Generative AI can help developers by:

• Writing code from natural language descriptions
• Explaining existing code
• Debugging and fixing errors
• Converting code between languages
• Generating documentation

Summarization: LLMs excel at condensing long content:

• Meeting notes to key points
• Document summarization
• Email thread summaries
• Article abstracts

⚠️ Exam Trap: Audio files and images CANNOT directly be used to generate knowledge base content. You need text-based sources.