How design effective instructional programs are reshaped as AGI capability advances.

Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Design effective instructional programs 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 Design effective instructional programs inherits.
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Trigger: A gap in current educational offerings or a new educational mandate triggers the need for a new instructional program.
Outcome: A comprehensive instructional design framework, including learning objectives, curriculum structure, and assessment strategies, is approved and ready for content development.