AI Citation Registry: When AI Faces Contradictory Government Inputs

When conflicting sources collide, AI systems resolve inconsistencies through inference - often incorrectly A user asks, “Why does AI say the city lifted the water restriction yesterday when the county still shows it active?” The response is confident and clear: the restriction has ended. But the city update applied only to municipal supply zones, while the county order remains in effect for unincorporated areas. The answer merges both into a single