Natural Language Declarative Prompting (NLD-P): A Modular Governance Method for Prompt Design Under Model Drift

Researchers propose Natural Language Declarative Prompting (NLD-P) as a governance framework to manage prompt engineering challenges as large language models evolve. The method separates different control elements into modular components to maintain stable AI system behavior despite model updates and drift.