AI Alignment Strategies from a Risk Perspective: Independent Safety Mechanisms or Shared Failures?

Leonard Dung, Florian Mai

AI alignment research aims to develop techniques to ensure that AI systems do not cause harm. However, every alignment technique has failure modes, which are conditions in which th…