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While the above bodies examine either broad social media or adult‑focused gig platforms, little research addresses age‑segmented modeling marketplaces where commercial contracts intersect with child‑rights law .

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To ensure a positive and safe experience for young individuals involved in modeling, it's essential to follow best practices: transparent data contracts

Our findings suggest that alone is insufficient. A multi‑layered governance model —combining algorithmic auditing , age‑aware design , transparent data contracts , and participatory oversight —offers a more robust safeguard. Notably, co‑design workshops with teen creators have demonstrated increased understanding of data practices and a willingness to self‑moderate content. While the above bodies examine either broad social