Preprint
Aug 2026
RLMOpt: Adaptive Prompt Optimization via Recursive Language Models
RLMOpt is introduced, a prompt optimizer that makes the search policy itself language-model-driven through a recursive language model (RLM), which operates over a tool-based environment, inspecting task information, analyzing failures, generating candidates, allocating evaluation budget, and deciding when to stop.
Subhash Bangalore Satheesha, Nirvik Pande, Deepthi Duddempudi et al.
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