Systems and Soul
When AI Safety Becomes a Supply Chain
Calls for AI safety are rarely answered with system engineering. They are translated into procurement, vendors, and compliance layers—moves that increase fragility instead of care.
Systems and Soul
Calls for AI safety are rarely answered with system engineering. They are translated into procurement, vendors, and compliance layers—moves that increase fragility instead of care.
systems
Michigan’s roads reveal what happens when public expertise migrates out and systems lose the capacity to correct themselves. They did not fail by accident or climate alone. They deteriorated as public expertise migrated, oversight weakened, and the system lost the ability to enforce quality.