Beyond Component Testing: Validating Agentic AI Systems

arXiv:2607.29405 · cs.AI, cs.MA, cs.SE · Submitted 2026-07-31 · Read on arXiv

cs.AI, cs.MA, cs.SE

Submitted: 2026-07-31

Updated: 2026-10-08

Terminology

• Agentic AI — 3× in this paper · explained in 1 episode
• Agentic AI systems — 2× in this paper · explained in 1 episode
• Adaptation — 1× in this paper · explained in 1 episode
• Agentic System — 1× in this paper · explained in 2 episodes
• Multi-Agent System — 1× in this paper · explained in 6 episodes
• Papers — 1× in this paper · explained in 3 episodes

Related papers

• MAVEN-T: Reinforced Heterogeneous Distillation for Real-Time Multi-Agent Trajectory Prediction
• Model Discovery Agent: LLM-assisted Bayesian experiment design for data-efficient discovery of mechanistic world models
• Agents' Last Exam
• The Clinician's Veto: Navigating Trust, Liability, and Uncertainty in Autonomous AI Prescribing
• MindHelper: Closed-Loop Embodied Mental-State Reasoning for Precision Intervention
• Incumbent Advantage: Brand Bias and Cognitive Manipulation Dynamics in LLM Recommendation Systems