How manage site specific and general training are reshaped as AGI capability advances.

Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Manage site specific and general training 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 Manage site specific and general training inherits.
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Trigger: A training requirement is identified due to new personnel onboarding, regulatory compliance cycles, or scheduled emergency response drills.
Outcome: Personnel and mutual aid responders are fully trained, certified, and documented to safely operate and respond to site emergencies.