Reallocating Attention Across Layers to Reduce Multimodal Hallucination

Researchers propose a training-free solution to reduce hallucinations in multimodal AI models by rebalancing attention between perception and reasoning layers. The method achieves 4.2% improvement in reasoning accuracy with minimal computational overhead.