Focal Interest
Focal Interest

Adversarial Robustness in Machine Learning

External reference: https://openalex.org/T11689

  1. USSI audits utilitarian claims for subject-splitting risks
  2. AI drift is defined as authority-vacancy transition instability
  3. Strict gating cuts unsafe commitments but raises false positives
  4. Pre-commitment runtime oversight may improve intervention success