Tootfinder

Systematic Hazard Analysis for Frontier AI using STPA
Simon Mylius
https://arxiv.org/abs/2506.01782 https://arxiv.org/pdf/2506.01782

Systematic Hazard Analysis for Frontier AI using STPA
All of the frontier AI companies have published safety frameworks where they define capability thresholds and risk mitigations that determine how they will safely develop and deploy their models. Adoption of systematic approaches to risk modelling, based on established practices used in safety-critical industries, has been recommended, however frontier AI companies currently do not describe in detail any structured approach to identifying and analysing hazards. STPA (Systems-Theoretic Process A…