Fact, fiction, and fitness

Prakash and colleagues proved that single-task payoff functions generically fail to preserve total orders, group structures, and measurable spaces. dalla2026between uses this no-preservation result as the baseline that multi-task optimisation reverses, restoring exactly the structure the task ecology demands.