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Stop blindly retrieving external knowledge for multimodal NER: SAKE adaptively decides when to search, boosting accuracy by avoiding noisy information and hallucinations.
AI can augment peer review by automatically extracting claims, positioning them in the literature, and executing code to verify results, revealing inconsistencies between reported and reproduced findings.