Discover SHIELD, a diverse clinical note dataset and distilled language models for efficient, enterprise-scale de-identification of sensitive health data.
Discover EvoLM, a self-evolving language model that improves autonomously using co-evolved discriminative rubrics, outperforming GPT-4.1 on benchmarks.