How collect data on formative assemssmentparticipation and possible irregularities and report are reshaped as AGI capability advances.

Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Collect data on formative assemssmentparticipation and possible irregularities and report 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 Collect data on formative assemssmentparticipation and possible irregularities and report inherits.
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Trigger: A formative assessment window closes or reaches a scheduled data collection checkpoint.
Outcome: Assessment participation metrics and flagged testing irregularities are formally reported to instructional leaders.