Model-First Reasoning LLM Agents: Reducing Hallucinations through Explicit Problem Modeling

Annu Rana, Gaurav Kumar

Large Language Models (LLMs) often struggle with complex multi-step planning tasks, showing high rates of constraint violations and inconsistent solutions. Existing strategies such…