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Why Vision-Language Models Still Hallucinate—Even When They're Confident

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Imagine someone squinting at a photo and confidently describing something that isn't there: the model's language circuits are drowning out its visual ones, like a loud person dominating a conversation.

This means we're finally untangling *where* AI confidence breaks down, separating visual blind spots from reasoning errors—crucial for deploying these systems anywhere people's safety matters.

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