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Masking just 5% of attention heads in vision-language models tanks performance on long-context tasks, revealing a surprisingly sparse and critical set of "multimodal retrieval heads" that attend to both text and images.
A human-AI collaboration framework offers a path to more trustworthy and comparable sustainability ratings by creating benchmark datasets that expose inconsistencies in existing methodologies.
