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When LLMs Outperform Statistical Models in Insurance Pricing

Research highlights how LLMs can outperform traditional models in insurance pricing under limited data conditions.

Researchers compared traditional insurance pricing models with large language models (LLMs). The LLM showed better predictions in limited data scenarios, while performance varied with increased data. This provides engineers with crucial insights on when to deploy each model effectively.

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