Persona drift is an architecture problem, not a prompt problem
Persona drift in conversational AI, where models lose their intended character over time, is an architectural issue rather than a prompting problem. The ArcOS engine addresses this by separating language model tasks from deterministic logic, using a five-stage process that anchors the persona and manages memory distinctly. This approach allows for model-agnostic integration and has been deployed in production environments. AI
IMPACT This architectural approach could improve the reliability and consistency of conversational AI agents in production environments.