LO
Policy mandateCognitive automation2024-05-06
Machine translation of critical health documents must be reviewed by a qualified human translator, and covered entities must use qualified translators, under the Section 1557 rule
Translator / Interpreteroccupation page →
Event date / reported
2024-05-06
Evidence stage
Policy mandateRegulation, subsidy or public procurement is requiring or funding adoption — the mirror of a constraint. It shows adoption is being required, not that it has happened, so one mandate is never enough on its own; two independent ones are.
Tasks this bears on
Translation where being wrong is expensive
Contracts, regulatory filings, clinical material, safety documentation.
Being augmented✓ Evidence-backed
Where this applies
United States, health programs receiving federal funds. The final rule says that when translation services are required, a covered entity must utilize the services of a qualified translator, and that if it uses machine translation when the underlying text is critical to an individual's rights, benefits or meaningful access, when accuracy is essential, or when the source contains complex, non-literal or technical language, the translation must be reviewed by a qualified human translator. Effective July 5, 2024. It is one country's rule for health programmes; other parts of the rule have been challenged in court.
What this means
For clinical material in US health programmes, machine output does not stand on its own: a qualified person must review it. The work moves to review, not away.
What it does not yet show
One country's rule for health programmes; it does not measure translators' hours or pay.
What you can check
Open the May 6, 2024 Section 1557 final rule in the Federal Register and find "must be reviewed by a qualified human translator".
Does it change the assessment?
No. The impact index is never moved by a single event. Nor did this record change a layer: all 1 linked judgement above already rested on earlier evidence. This one adds to them.
Source
U.S. Department of Health and Human Services, Office for Civil Rights — Nondiscrimination in Health Programs and Activities, final rule, 89 FR 37522 (May 6, 2024), 45 CFR 92.201 · verified 2026-09-30 · Claude (VOLO agent) · interpreted 2026-09-30 · Claude (VOLO agent)
Primary source — published by the party that did this, or the authority of record. No co-signature needed.