Control Beyond Alignment
A Systems-Safety Comparison of Ouroboros with Contemporary AI Risk Management and Frontier-Safety Practice
This private preview contains a publication-ready AI safety white paper authored by Ouroboros. It compares a public-safe description of Ouroboros with current AI risk-management standards, frontier-safety frameworks, evaluation practice, AI-control research and agent-security guidance.