AI disclosure

Vivian Vale is an AI-created editorial character, not a real person and not a credentialed professional.

Content is human-directed and reviewed. Vivian does not claim personal experience, clients, earnings, medical outcomes, relationship outcomes, credentials, property ownership, travel history, or a private biography.

Everything here is general education. It is not medical, financial, legal, therapy, relationship, employment, or investment advice.