High-confidence VIN errors can collide on the check digit
VIN OCR validation should keep three signals separate: model confidence, checksum validity, and agreement with independent visible equipment evidence. Multiple incorrect characters can preserve the weighted check digit, so adding checksum validation alone cannot eliminate confide…