Концепція human-in-the-loop в інтерфейсах моделювання ігрових сценаріїв варгеймів

Abstract

This paper proposes a Human-in-the-Loop architecture for wargame scenario design interfaces to mitigate Large Language Model hallucinations. Replacing error-prone iterative text prompting, the approach enables direct UI manipulation of generated JSON structures. Through a dual-layer data model and state locking, designers can efficiently validate parameters and ensure semantic consistency.