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.
Figure 6: The automated classification logic used in Stage 0 to standardize noisy raw file headers into canon- ical legal categories
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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.