Review
Jul 2026
Benchmarks Are Not Validation: A System-Level View of Financial LLM Applications
It is taken that financial LLM validation should be an ongoing system discipline rather than a one-time model scoring exercise, and a research agenda for system-aware benchmarks, agent trace validation, judge alignment protocols, and lifecycle validation standards is concluded.
Burak Payzun, Irem Demirtas, Simona Scala et al.
· arXiv.org · 0 citations