arXiv wire · cs.LG · cs.CV · vision

When Visual Evidence Is Insufficient: How Instructions, Post-Training, and Internal Activations Shape Refusal in Multimodal Language Models

Studies when multimodal models refuse unanswerable image questions, and what shapes that refusal.

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The claim, the mechanism, and the figures land here once generated.

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