arXiv cs.AI / cs.LG / cs.CL·15h ago highFrom Reactive Containment to Proactive Assurance: Lessons from OpenAI, Anthropic, and Google Agent Security Incidents#agent-security#openai#anthropicAI safety & security in the wild