AINeutralarXiv – CS AI · 9h ago6/10
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Design a Reliable LLM-Integrated Interface for Mortality Forecasting
Researchers propose an LLM-integrated interface for mortality forecasting that translates natural language inputs into structured actuarial predictions while maintaining statistical rigor. The system uses a constrained orchestration layer to enhance accessibility for non-expert users without compromising reproducibility or analytical validity in high-stakes forecasting workflows.