A new impossibility result proves no reasonable probability theory remains consistent across duplication events. The logic forces a choice between violating Bayesian updates or the martingale condition. This theoretical conflict complicates how Anthropic agents calculate expectations when copies exist. Researchers must now reconcile these mathematical contradictions to ensure stable long-term AI safety alignment.