Ana Klimovic

Large language models (LLMs) are becoming critical to a variety of public services, motivating sovereign AI initiatives that seek to serve models on infrastructure they control. Yet much of this infrastructure is built as HPC clusters optimized for batch jobs rather than interactive, always-on in...

Open LLMs enable AI practitioners to control development costs by building on an existing foundation for downstream applications. While offering substantial promise, current models often fail to meet the needs of users needing open solutions aligned with responsible AI principles, including data...