A repeated-game analysis of generative-engine optimization shows that penalty-only defenses stall, and a verifiable-content reward mechanism (VCR) improves the joint defense-utility outcome in simulations on three benchmarks.
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Mechanism Design for Generative Engines: From Exploitation toward Win-Win Outcomes
A repeated-game analysis of generative-engine optimization shows that penalty-only defenses stall, and a verifiable-content reward mechanism (VCR) improves the joint defense-utility outcome in simulations on three benchmarks.