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Option carries strongest legal authority backed by congressional legislation that provides regulators authority to mandate and enforce compliance
Selecting appropriate approach should be guided by rationale for regime perceived risk level of AI systems and extent to which market incentives mitigate them
Industry leadership can foster sense of ownership resulting in more meaningful adherence than government-led model
Government could help AI labs reduce insider threats by supporting personnel vetting and suitability checks for sensitive employee roles
Industry-Led AI Security Certification involves consensus-based multistakeholder governance with committees for standards disputes and compliance and industry consortium if developed
Government-enforced AI security standards involves new congressional legislation and a new AI Safety and Security Institute within the US Department of Commerce
AI Developer Authorization for Federal Use involves Office of Management and Budget (OMB) policy guidance embedded in federal acquisition regulation and Federal Risk and Authorization Management Program (FedRAMP)-AI extension within the US General Services Administration
Government-enforced AI security standards uses independent government penetration testing
FASSO establishes a certification program to enforce shared security standards across participating frontier AI developers
Industry-Led AI Security Certification uses regular vulnerability scans
Certification status is public
Developers must undergo third-party audits reviewed by FASSO’s compliance committee
Developers must conduct self-assessments
AI Developer Authorization for Federal Use authorizes developers for federal use to ensure compliance with secure-by-design principles
Participation is voluntary but binding with certification publicly displayed and noncompliant developers required to remediate or face sanctions
AI Developer Authorization for Federal Use uses tier assignment by ris
Industry-Led AI Security Certification uses industry-informed security controls based on best practices developed by community and likely prescriptive with flexible implementation options
Government-enforced AI security standards uses model registration and self-assessment
Government-enforced AI security standards uses audits and in-person inspections
SAFE-AI addresses noncompliance through corrective action plans penalties suspensions and public disclosure