AI control assessment
Guidelight produces standards covering control, capability testing, and transparency (Control, capability and transparency standards). Their first published assessment covered control practices (logging, monitor efficacy, gated actions, circuit breaking, third-party review, containment plans). No company scored above 3 of 5 on any practice and the grades ran from C+ (Anthropic, OpenAI) to F (Meta).
SourceGuidelight AI Standards
GroupCompany analysis
Sub-groupFrontier developers
Publication date2026-08-01