kapynResearch

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

SilverTorch unifies retrieval components for user-generated content recommendation systems. This new paradigm achieves up to 23.7x higher throughput and 20.9x greater compute cost efficiency than existing state-of-the-art methods, while also improving accuracy. The approach treats the index as a model, fundamentally changing how recommendation systems are built.

Meta Engineering·May 26, 2026

Opening Kapyn…