Researchers in PNAS Nexus prove that perfectly aligning AI goals with human interests is mathematically unattainable. To mitigate this, they propose a "cognitive ecosystem" where AI systems with divergent reasoning styles compete. This approach replaces the quest for a single safe model with a system of checks and balances for practitioners.