Deterministic Financial Validation Engine Hits 100% While LLM Interface Passes Only 29%

A benchmark of a deterministic engine for validating AI-generated financial claims showed a 100% pass rate (66/66) on structured input but only 29% when directly connected via Azure OpenAI's LLM, highlighting the limits of LLM interfaces in high-stakes validation.

2026-08-21 ~ 2026-08-21 · 2 related posts