Meta Introduces CORAL Framework for LLM-Driven Recommendation Systems

Meta (Meta) has released a research paper on CORAL, an LLM-native agent harness designed to optimize production-level recommendation systems. The system operates in a closed loop by monitoring operational signals, leveraging historical decision memory, and utilizing numerical optimizers to adjust online recommendation strategies without requiring parameter updates.