Emerging Agency-Aware Interface Patterns in AI-in-the-Loop Platforms

Abstract

AI agents increasingly act across tools, data, memory, and digital environments. This paper presents preliminary agency-aware interface patterns for AI-in-the-loop platforms. By analyzing emerging agentic platforms, we abstract heterogeneous UI mechanisms into six pattern families for making delegated agency visible, controllable, and revocable.