Oliver Chalkley

Quantifying System-Level Harms from AI Adoption in Complex Sociotechnical Systems

Component-level experiments show that simple adversarial inputs induce measurable behavioural shifts where AI recommendations are followed, and these shifts alter system resilience, increasing bank failures and lowering the threshold at which shocks lead to cascading disruption, particularly under widespread or monopol...