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Author

Thales Bertaglia

2 papers indexed here

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ChildSafeAds Shared Task 2026: Commercial Content in Child-Facing YouTube Videos

Across four system papers, the linked promotional page mainly helped identify what was being sold and added little to compliance-risk classification, which exposed sensitivity to rare labels, advertiser overlap across splits and substantial variation in the ST3 labels.

Thales Bertaglia, Catalina Goanta, Gerasimos Spanakis et al. · 0 citations

"If I Had to Buy Just ONE: Galaxy S26 Ultra": Auditing AI-Generated Product Recommendations

An AI audit of popular chatbots using real commercial-advice queries shows that neither isolated responses nor API observations can be assumed to represent the commercial advice consumers encounter, and independent audits of AI-mediated commercial advice should account for repeated responses, consumer-facing conditions...

Lucas G. Uberti-Bona Marin, Thales Bertaglia, Giovanni Astante et al. · 0 citations

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