Generative AIPrompt OptimizationUser Experience2024
Enhancing the Efficacy of Generative AI through User-Centric Prompt Optimization
By Gibran Khan Tareen
Explores how human expertise and generative AI can be bridged through smarter, user-centric prompt engineering — making AI more accessible for a broader audience.
Abstract
This research investigates the intersection of human expertise and generative AI in content creation. As advanced AI models become ubiquitous, effective prompt crafting has become a critical skill barrier. This paper proposes a user-centric framework for prompt optimization that democratizes access to generative AI capabilities across skill levels.
Key Findings
- User-centric prompt optimization significantly improves AI output quality
- Proposed GenieWrite framework reduces prompt complexity for non-technical users
- Framework tested across multiple generative AI platforms
- Democratizes access to high-quality AI outputs regardless of technical skill