Preprint
Aug 2026
Evaluating Rational Contracting in Natural Language
It is found that current LLM-based agents reach agreement reliably, and negotiate efficient contracts when environmental uncertainty is low, but under high uncertainty, they often fail to negotiate satisfiable, efficient, or mutually beneficial contracts.
Bhavyesh Sajja, Max Kleiman-Weiner, R. Zimmermann et al.
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