A 2% passage hurdle defines the threshold for proposal execution in Asset Futarchy. This governance model relies on conditional markets to predict asset value shifts. The research identifies specific adversarial strategies that decouple market prices from a proposal's actual causal effect. These findings highlight critical stability risks for automated prediction-based policy systems.