Preprint Open access
A Deterministic Evidence Layer for Vision-Language Autism Screening from Naturalistic Home Video
Autism spectrum disorder (ASD) is diagnosed through specialist observation of a child's social behavior, and access to that expertise is the bottleneck for early identification. Vision-language models (VLMs) describe a child's behavior from video well; the verdict drawn from the description is unstable: at temperature~ …