13 min
Four AI security incidents in 2026, and what they change about testing
Four disclosures between March and July 2026 changed what an AI security incident looks like. None involved a model behaving badly. Three were ordinary compromises of infrastructure that happens to serve AI, and one made opening a git repository sufficient for code execution. The novel element is tempo, not capability.