A study on autism mouse models explores the shared neural and computational anomalies observed in autism spectrum disorder (ASD).Autism spectrum disorder is characterized by social communication difficulties, repetitive behaviors, and sensory sensitivities.Individuals with ASD often exhibit inflexible updating of internal models, affecting decision-making processes.The study focused on mice with mutations in Fmr1, Cntnap2, and Shank3B genes linked to ASD, revealing common behavioral phenotypes.ASD mouse models displayed reduced updating of prior expectations, resembling findings in human ASD populations.Neurophysiological data showed reorganization of neural computations, with a shift in prior information representation from sensory to frontal areas.Frontal cortical neurons in ASD-model mice exhibited heightened sensitivity to prediction errors, influencing decision-making processes.The study's findings align with predictive coding theories of ASD, emphasizing an imbalance in sensory prediction signals.Distinct genetic perturbations can lead to common computational anomalies, suggesting convergent disruptions in cortical processing in ASD.The research offers potential therapeutic targets for restoring cognitive flexibility in individuals with ASD.