RCBSF models contract revision as a bilevel Stackelberg game between a Global Prescriptive Agent and constrained revision/verification agents, claiming convergence to superior equilibria and 84.21% risk resolution.
As illustrated by the darkest ma- genta blocks in Figure 13, this configuration significantly outperforms the RAG baseline (79.81) and approaches expert human levels (>90)
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RCBSF: A Multi-Agent Framework for Automated Contract Revision via Stackelberg Game
RCBSF models contract revision as a bilevel Stackelberg game between a Global Prescriptive Agent and constrained revision/verification agents, claiming convergence to superior equilibria and 84.21% risk resolution.