A $10 split in the Ultimatum Game serves as a proxy for analyzing strategic threats. Rejecting unfair offers prevents future exploitation by establishing a predictable penalty for the proposer. This logic mirrors how AI alignment researchers model deterrents. Practitioners must determine if such strategic threats create unstable equilibrium in autonomous agent negotiations.