Preprint Open access
FinFIRST: Benchmarking Search Agents for Financial Information Retrieval, Sourcing and Traceability
Financial search is a highly demanding task for LLM agents, requiring not only a correct final answer but also temporally valid information retrieval, authoritative source selection, entity and period alignment, unit and definition consistency, and verifiable evidence for all conclusions. Existing benchmarks predominan …