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Layered translucent sound waveforms of varying clarity converging toward the faint outline of a clinical chart, symbolizing uneven documentation quality across patient groups.

Ambient Scribes Have a Subgroup Problem, Not Just an Accuracy Problem

NHS analysis shows ambient AI scribes can entrench documentation bias across patient subgroups, and existing clinical AI governance frameworks are not built to catch it.