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Javier Castillo

Digital Art Moderator

"A concept-art portfolio looked consistent, but several pieces appeared without sketches or source files. The AI score gave me a reason to pause the submission and ask for the artist's workflow evidence."

Marcus Thorne

News Editor

"A dramatic event photo arrived without a photographer credit. We ran a check, traced the earliest upload, and requested the original file instead of publishing it based on appearance alone."

Kenji Sato

Stock Image Reviewer

"We receive polished landscape images with almost no creation history. I use the score as a first filter, then compare metadata and contributor records before deciding whether an asset needs manual review."

Tariq Al-Fayed

Social Media Manager

"A reposted product image had one object that looked locally replaced. The result showed enough uncertainty to hold the post while I tracked down the brand's original version."

Elena Rostova

Creative Director

"When a brief requires human-made artwork, I check suspiciously polished deliverables before sign-off. It helps me ask for layered files and sketches without accusing an artist based on style alone."

Chloe Bennett

Marketplace Trust and Safety Reviewer

"For listing images with unclear origins, I run a private first check before escalating. The result gives our moderation team useful context while we request source files from the seller."