FinFIRST: Benchmarking Search Agents for Financial Information Retrieval, Sourcing and Traceability
Factual evidence
What the source reports
Researchers propose FinFIRST, a benchmark evaluating LLM search agents on financial retrieval, source selection, and traceability.
Inspect the evidence
- Inclusion basis
- Enterprise AI
- Publisher and source type
- arXiv cs.CL — Computation and Language · RESEARCH
- Published by source
- 23 September 2026
- Collected by OneBench
- 24 Sept 2026, 03:01 UK
Stored source excerpt
arXiv:2609.25192v1 Announce Type: new Abstract: Financial search is a highly demanding task for LLM agents, requiring not only a correct final answer but also temporally…
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OneBench interpretation
Institutional assessment
So what
Benchmarking source traceability and temporal accuracy provides a structured approach to auditing agentic financial retrieval systems.
Do what
Review the benchmark criteria with the team building internal financial search and retrieval-augmented generation systems.