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Clinical behavioral screening can reach a 0.59 F1 without ever exposing raw video or audio of minors, but moving from coarse screening to granular psychometric item prediction hits an immediate performance wall across current multimodal architectures.
CogEvol slashes learning artifact generation time from minutes to seconds while ensuring high reliability and quality.