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Slash LLM evaluation costs by over 270x without sacrificing accuracy, revealing that even top open-weight models struggle to outperform simple baselines on AML transaction fraud detection.
Prompt engineering's dead end? This study finds that model capability trumps prompt-level interventions for mathematical reasoning, suggesting that focusing on model selection and verification may be more fruitful than further prompt optimization.