How plan for scoring of assessment are reshaped as AGI capability advances.

Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Plan for scoring of assessment 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 Plan for scoring of assessment inherits.
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Trigger: An assessment is finalized for deployment and requires a standardized methodology for evaluating student responses.
Outcome: A comprehensive scoring plan, complete with rubrics, calibrated personnel, and grading scales, is established and ready for execution.