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Anomaly detection models can now achieve near-perfect accuracy (99.16% AUROC) even when trained with 40% noisy data, thanks to a new memory-distillation technique.
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.