How ship hazardous material are reshaped as AGI capability advances.

Only about 25% of Ship hazardous material is information work today — the rest is physical, and moves slowly. The exposure is concentrated in the back office: the books, the paperwork, the scheduling, the marketing.
Why: With no child occupations seeded, the digital scalar is derived from the PCF lens and process description. The lens 'Dispose of assets' indicates the handling of tangible items, which aligns with the heavily physical reality of 'conducting shipment of hazardous materials.' While the description includes 'planning' and 'tracking' (which allow for digital orchestration), the core value step requires moving dangerous physical goods, anchoring this process in the physical band.
grounded in the economy graph · digital scalar 0.25 · physical
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Trigger: An approved transport request flags materials classified as hazardous for physical relocation.
Outcome: The hazardous materials arrive safely at the destination with custody transferred and all regulatory manifests filed.