Samantha Fraser builds the systems that scale frontier AI. She built evaluation infrastructure that reshaped how frontier model performance and response quality are measured, enabling systematic improvement at scale. She is now working with Arcee to help advance U.S. open-source frontier model efforts, starting with the release of Triniry-Large 400B MoE, bringing models into real-world use and enabling scalable model customization for deployment across applications.