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Personalized perceptual similarity, not just fMRI data, unlocks visual encoding models that accurately mirror human judgments and their intersubject variability.
Personal AI agents still struggle to reconcile conflicting information from multiple sources, with even the best LLMs only achieving 70% accuracy on a new benchmark designed to isolate this challenge.