A recent incident at Meta involving an approved AI agent exposing sensitive data highlights the growing challenge of "shady AI." Unlike "shadow AI" (unapproved tools), shady AI involves approved tools being used in unexpected or poorly governed ways within an organization's visibility. This presents a significant governance problem for security teams, as traditional methods struggle to keep pace with the rapid evolution of AI capabilities and usage patterns.