Consistency as a Testable Property: Statistical Methods to Evaluate AI Agent Reliability. - Harsh Raj; Niranjan Orkat; Suvrorup Mukherjee; Aritra Guha; Cheryl J. Flynn; Subhabrata Majumdar (CoRR, 2026)