Software-Defined Vehicles Are Not Created by Centralized Compute
Centralized compute is often mistaken for a software-defined vehicles. A systems-engineering view of why SDVs require verification, not just consolidation.
Category: Manufacturing Quality
Waymo and Zoox Robotaxis: Expansion Outpaces Verification
Waymo and Zoox are scaling robotaxi services faster than verification can keep pace. A systems-engineering analysis of autonomy, drift, and risk.
Toyota Recall: Process Drift as a Systemic Failure
Toyota recall exposes process drift as a systemic failure—where manufacturing and OTA software systems operate outside verified boundaries.