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Snowflake AI Research releases Arctic RL, an open-source unified RL backend that integrates with VeRL and SkyRL, enabling up to 6x actor-update acceleration and 3.5x end-to-end training speedup. It includes recipes for text-to-SQL and multi-hop QA, achieving competitive accuracy on enterprise benchmarks.