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Sponsored AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI AI AM CLAUDE, A Beginner's Guide: Learn the basics of working with AI

Author

Ahmed Twabi

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Conference Jul 2026

Formal Trajectory Analysis for Testing Agentic AI in Stateful Environments

We propose a formal model for testing AI agents in stateful environments, using Finite State Machine (FSM) semantics to enable deterministic, trace-level evaluation via an explicit test oracle. Our approach introduces a classified action alphabet and six computable failure-mode detectors for automatic analysis over age...

Ahmed Twabi, Yepeng Ding, Tohru Kondo · 0 citations

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