AI agent misuse and public protocol server exposures dominate today’s security landscape. Incidents with OpenAI and unsupervised MCP servers spotlight operational blind spots in automation and infrastructure hygiene. Regulatory pressure on text provenance is also rising, demanding proactive compliance from organizations using AI.