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ANCHOR enables seamless integration of large-scale ontologies into cyber threat intelligence, outperforming traditional methods while ensuring data privacy.
LG's EXAONE 4.5 shows that strategically curating training data, particularly document-centric corpora, unlocks substantial gains in specialized tasks like document understanding and Korean contextual reasoning, even while maintaining competitive general performance.