Elija Perrier

Threshold Crossings as Tail Events for Catastrophic AI Risk

2025 · arXiv (Cornell University)

We analyse circumstances in which bifurcation-driven jumps in AI systems are associated with emergent heavy-tailed outcome distributions. By analysing how a control parameter's random fluctuations near a catastrophic threshold generate extreme outcomes, we demonstrate in …