{"type": "article", "title": "Benchmarks Are Not Validation: A System-Level View of Financial LLM Applications", "publisher": "Web Pulse", "url": "https://wpnews.pro/news/benchmarks-are-not-validation-a-system-level-view-of-financial-llm-applications", "original_source": "https://arxiv.org/abs/2607.28840", "published": "2026-08-03T04:00:00+00:00", "accessed": "2026-08-03", "id": "benchmarks-are-not-validation-a-system-level-view-of-financial-llm-applications"}