CORRECTIONS LOG
Corrections
GUARDRAIL: FEWER THAN 2% OF RECORDS REQUIRING A PREVENTABLE DATA-ERROR CORRECTION
We don't silently edit published numbers. When something is wrong or materially changed, we log it here, date it, and link to the revised record.
Active corrections
Report an error
If you spot something wrong — a miscalculation, a missing setting, a stale price, a contradiction with our disclosure page — tell us. Email lab@localaifrontier.com with the benchmark ID and the issue. We investigate every report and publish a correction within 72 hours if it's valid.