Research to Reality: Bringing Frontier ML Research to Production - Vaidas Razgaitis, Higharc
This talk addresses the challenge of transitioning frontier machine learning research into production-ready software. It proposes a three-pronged approach focusing on research legibility, code structure, and decomposition strategies to improve the velocity and efficiency of teams bridging the gap between ML research and software engineering. The core idea is to treat this transition as a systems and process problem.
World's Fair 2026 15 min