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IBM Research found that routing models in production is a systems optimization problem involving cost, latency, and complexity beyond simple task difficulty.

NVIDIA's new Nemotron 3 Embed collection, led by an 8B model that ranks #1 on the RTEB leaderboard, delivers state-of-the-art retrieval quality and production-ready deployment options for RAG, agentic retrieval, and code search.