This research demonstrates how standard psychological diagnostics can be used to create AI agents with consistent, deterministic personality traits.

• Addresses the limitation of generic, uniform AI expressiveness
• Enables creation of more human-like and distinctive AI systems
• Establishes a framework for consistent personality expression in AI agents
• Applicable across medical, education, support, and security domains

Medical Impact: In healthcare settings, AI agents with well-defined personalities could improve patient interactions, build trust, and provide more personalized care experiences, potentially increasing treatment adherence and patient satisfaction.

Deterministic AI Agent Personality Expression through Standard Psychological Diagnostics