Essays··11 min read
The Inspection That Already Ran
When a mold repair introduces a contamination mode the training corpus has never seen, a 99% accurate vision system passes the batch — and the defect ships. The Hyundai Kona Do Not Drive recall of February 2026 is not an indictment of AI quality inspection; it is a case study in the gap between commissioning and maturity. Six weeks on a driveway is the cost no manufacturer reimbursement plan covers.
ai-quality-inspectionautomotive-manufacturingmachine-visionpredictive-maintenance
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