Knowledge Synthesis Review Framework: Task-Level Benchmarking of LLM-Based Systems for Multi-Source Evidence Synthesis

Evidence in rapidly evolving fields is fragmented across academic studies, industry reports, policy documents, and media sources that differ in quality, structure, and purpose, making timely synthesis difficult. Large language models (LLMs) may accelerate this work, but their reliability across the ...