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Simona Scala

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Articles

Computer Science > Computation and Language

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By İrem Çagla Demirtaş, Elena Ferretti Verified, Simona Scala
| arXiv
Large language models are increasingly deployed in financial applications that combine retrieval, proprietary data, tool use, orchestration logic, monitoring, and human escalation. Yet evaluation often remains model-centric: benchmark scores, task accuracy, or one-off qualitative reviews are treated as evidence of readiness. In financial settings, this is insufficient.
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