New arXiv work frames counterfactual recourse as an agentic search problem under a fixed LLM-call budget, aiming to generate multiple oracle-validated alternatives rather than a single best one.

#CounterfactualRecourse #LLMAgents #PromptEngineering
https://arxiv.org/abs/2606.08696