LLM reasoning Enhancing LLM Reasoning: A New Benchmark for Hybrid Knowledge Integration Explore HybridRAG-Bench, a new framework evaluating how retrieval-augmented models truly reason over hybrid knowledge, overcoming pretraining contamination for reliable AI deployment.