Shriti Raj
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Safe by Benchmark, Unsafe in Practice: Lessons from 1331 Child-Related AI Incidents
In an arXiv preprint, Junfeng Jiao and six co-authors code 1331 publicly reported child-related AI incidents into a child-centered harm taxonomy. They argue model-level safety tests cannot by themselves anticipate the harm pathways most often documented for children, and propose measures beyond content filtering.