Generative AIPrompt OptimizationUser Experience2024
Enhancing the Efficacy of Generative AI through User-Centric Prompt Optimization
By Gibran Khan Tareen
Proposes a user-centric framework for prompt optimization that bridges the gap between human intent and generative AI output, democratizing access across all skill levels.
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 GeniePrompt 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