Fluent AI Output Is Straining Human Verification Systems

Generative AI has collapsed the cost of producing authoritative-sounding documents, but institutions still rely on appearance as a proxy for diligence. The West Midlands police case shows how fluent text can enter high-stakes decisions without real verification. As production becomes abundant and checking remains scarce, verification - not generation - is now the bottleneck. Institutions are responding by adding friction to restore accountability.