AEMA: Verifiable Evaluation Framework for Trustworthy and Controlled Agentic LLM Systems. - YenTing Lee; Keerthi Koneru; Zahra Moslemi; Sheethal Kumar; Ramesh Radhakrishnan (CoRR, 2026)