Scaling generated distillation data should be paired with trait-aware curation and evaluation, even when data appears off-task or benign

Our results suggest that scaling generated distillation data should be paired with trait-aware curation and evaluation, even when the data appears off-task or benign.

http://arxiv.org/abs/2608.26958v1