Billionaire profile image credits

Licensed portraits are served as resized Wikimedia Commons thumbnails and retain their source, creator, and license links. Some profiles use locally hosted generated editorial portraits that are reviewed before publication and identified separately below.

Automated Commons images must pass identity, subject, and license checks before publication. Ambiguous identities, unsupported licenses, and weaker subject evidence remain image-free until reviewed.