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Safety alignment in VLMs can suppress grounded visual reasoning, yet visual evidence remains influential during refusal, revealing a complex interplay between safety and perception.
Multi-agent reasoning reveals nuanced personality insights, outperforming traditional single-model approaches in detecting OCEAN traits from narratives.
