Research

This memo conducts a structured comparison between emerging Frontier Safety Frameworks and established international risk management standards, and argues that blending the operational specificity of FSFs with the rigor and maturity of global standards offers a promising pathway to harmonize and str...

In this research memo, the Oxford Martin AIGI brings together diverse stakeholders to sketch out the contours of a “gold-standard” framework for risk tiering—balancing quantitative and qualitative assessments, lifecycle classification, and the integration of benefit-risk reasoning across governance ...