Interpreting Agentic Systems: Beyond Model Explanations to System-Level Accountability. - Judy Zhu; Dhari Gandhi; Himanshu Joshi; Ahmad Rezaie Mianroodi; Sedef Akinli Kocak; Dhanesh Ramachandran (CoRR, 2026)