How determine fuel requirements are reshaped as AGI capability advances.

Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Determine fuel requirements 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 Determine fuel requirements inherits.
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Trigger: A flight schedule is published and a specific aircraft is assigned to an upcoming route.
Outcome: The total required fuel block is calculated, approved by the pilot-in-command, and transmitted to the ground fueling crew.