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Comp-MCTS uses agentic tree search for counterfactual recourse under LLM budget limits

The work addresses the practical economic and computational constraint of LLM-call costs in counterfactual recourse, showing that a structured agentic search strategy can produce more diverse, validated alternatives without increasing budget expenditure.