How identify problems are reshaped as AGI capability advances.

Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Identify problems sits inside a larger value-flow — 1 parent structure it composes into. The hierarchy is grounding, not the story: it tells you which aggregate exposure Identify problems inherits.
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Trigger: A quality inspector, automated sensor, dealership service center, or customer reports an anomaly or defect in a vehicle or component.
Outcome: The problem is formally documented, categorized by severity, and assigned to the appropriate engineering or quality team for investigation.