Diagnosing Failure Modes of Shared-State Collaboration in Resource-Constrained Visual Agents

Yunpeng Zhou

Modular visual reasoning systems increasingly rely on shared working memory for multi-step collaboration, yet the failure dynamics of intermediate state evolution in low-capacity r…