kapynResearch

SilverTorch: Index as Model — A New Retrieval Paradigm for Recommendation Systems

SilverTorch is a new recommendation system architecture unifying retrieval components. It delivers up to 23.7x higher throughput and 20.9x better compute cost efficiency than state-of-the-art and CPU-based solutions, respectively, while also improving accuracy. This research offers a novel approach to building more performant and efficient recommendation engines.

Meta Engineering·May 26, 2026

Opening Kapyn…