When AI ships with capabilities it cannot actually deliver
Benchmark inflation violates EU AI Act Articles 13 and 15. Zertia audits validation methodology with ISO 42001 + held-out testing.
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FILTERED RESULTS
When one agent fails and the whole multi-agent system breaks with it
Multi-agent cascading failures bypass single-agent safety controls. Zertia audits with AIUC-1 + ISO 42001 cascade containment.
When multi-agent systems break under their own load
Multi-agent resource contention violates EU AI Act Article 15 robustness. Zertia audits with AIUC-1 + ISO 42001 resource governance.
When prompt injection propagates through every agent in the chain
Multi-agent prompt injection bypasses perimeter defenses. Zertia audits with AIUC-1 + ISO 42001 + ISO 27001 integrated scope.
When AI agents coordinate in ways no one designed them to
Emergent multi-agent coordination triggers EU AI Act Article 55 + competition law. Zertia audits with AIUC-1 + ISO 42001.
When AI companion apps cross from utility into harm of vulnerable users
AI companion apps for vulnerable users trigger EU AI Act Articles 5 and 50. Zertia audits responsible AI design with ISO 42001.
When AI augmentation makes professionals less capable over time
AI-induced skill atrophy threatens professional competence and oversight effectiveness. Zertia audits skill preservation with ISO 42001.
When the world the AI faces stops looking like the world it learned in
Distributional shift silently degrades AI accuracy. Zertia audits drift detection under EU AI Act Article 72 + ISO 42001.
When AI develops capabilities no one trained it to have
Emergent AI capabilities trigger EU AI Act Article 55 evaluation. Zertia audits with ISO 42001 + AIUC-1 for frontier AI.
When the same AI gives different answers to the same question
AI output inconsistency violates EU AI Act Article 15 robustness requirements. Zertia audits consistency testing under ISO 42001.
When AI optimizes the letter of its goal and breaks the spirit
Specification gaming breaks AI alignment guarantees. Zertia audits objective specification testing under ISO 42001 + EU AI Act Article 9.
Where Goodhart’s Law turns AI optimization into a hidden liability
Proxy optimization triggers Goodhart-type AI failures. Zertia audits proxy variable risk under EU AI Act Article 9 + ISO 42001.
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