How develop plan for improvements are reshaped as AGI capability advances.

Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Develop plan for improvements 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 Develop plan for improvements inherits.
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Trigger: A channel performance review identifies specific channels that are under-performing or exceeding expectations.
Outcome: An approved, actionable improvement plan allocates resources to optimize overall channel performance.