Research
The State of AI Branding
How organizations are preparing their identity for AI representation.
Research and standards
The Belles Institute studies how organizations become understood, misrepresented, and remembered as intelligent systems become part of the brand experience.
Three questions shaping a new standard for brand representation.
How organizations are preparing their identity for AI representation.
The signals that help a brand become easier to remember and identify.
Where systems lose fidelity, why it happens, and how teams can govern it.
These publications are an announced research direction; findings are not yet published on this site.