AI Integrity: Defending Against Backdoors and Secret Loyalties

Frontier AI systems are advancing rapidly and reshaping government operations. As government agencies integrate AI into intelligence analysis, policy research, software development, and military operations, adversaries are increasingly incentivized to compromise these systems. Defending against these threats requires preserving the integrity of AI systems. AI integrity means ensuring AI systems are free from secret or unauthorized modifications that could compromise their behavior.