Author

Sebastian Fox

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#artificial intelligence Review Aug 2026

One note in three: a verified census of three deployed AI scribes, and the instrument that counted it

Audited three commercial AI scribes on the same 142 consultations: 565 notes from recorded UK primary-care and US ambulatory encounters plus authored scenarios, with one failure mode drawn from published scribe-error taxonomies.

Sebastian Fox, L. Markham, Ryan Lail et al. · 0 citations

#artificial intelligence Preprint Aug 2026

LLM Judges Verify Presence, Not Absence: Omission Blindness in AI Clinical Notes and What Recovers It

It is asked whether judges detect omissions in clinical notes, and two methods reach it independently and trade off: a per-fact pipeline, and a GEPA-evolved prompt doing the same in one call.

Sebastian Fox, L. Markham, Ryan Lail et al. · 0 citations