Agents Are Mirrors What AI Failures Reveal About Modern Leadership? Hafsia Kebbal-Levin Senior Transformation Leader | Operating Models & Governance Germany In controlled environments, AI agents pass their technical benchmarks. In production, contradictions surface. One