Promptology
The Science of Human-AI Interaction
An emerging academic field pioneered by Dr. Phillip Olla, focused on the theory, design, and evaluation of human-AI communication through prompting.
What is Promptology?
As generative artificial intelligence becomes embedded in education, healthcare, research, and creative industries, Promptology provides the conceptual foundation for understanding how humans articulate intent, shape machine reasoning, and co-construct meaning with intelligent systems.
Grounded in Human-Computer Interaction (HCI), Promptology treats prompts as a core interface layer—akin to a new form of interaction language that blends natural language, cognitive framing, and design constraints.
Unlike purely technical approaches, Promptology emphasizes the cognitive, ethical, cultural, and pedagogical dimensions of prompting.
Key Contributions
- First formal academic definition of Promptology (2024)
- SPARRO Framework for ethical prompt design
- Integration into healthcare education curricula
- Extension of prompt engineering theory within HCI
- Guidelines for responsible AI interaction
The SPARRO Framework
A systematic approach to crafting effective, ethical AI prompts
Organize prompts for clarity and logical flow
Define clear objectives for the interaction
Tailor communication to the intended user
Establish the AI's persona and expertise
Specify format and tone of output
Define success criteria and validation
Current Research Directions
Theoretical Expansion within HCI
Building foundational frameworks for human-AI interaction studies
Prompt Taxonomy Standardization
Creating unified classification systems for prompt types and patterns
AI Literacy Curricula
Integrating Promptology into educational programs at all levels
Ethical Governance
Developing guidelines for responsible prompting practices
Healthcare Applications
Applying Promptology to clinical simulation and education
Interested in Promptology Research?
Whether you're looking to collaborate on research, integrate Promptology into your curriculum, or explore applications in your organization, let's connect.