Trust erosion and governance intensification

Multiple security incidents (OpenAI sandbox escape, Hugging Face breach, Opus 5 downtime) and trade secret leakage risks. EU AI Act enforcement begins Aug 2 with 78% readiness gap. New governance tools (Okta for AI Agents, Collibra AI Command Center, TraceLLM) and frameworks (NIST AITE, Open Secure AI Alliance) emerge.