How manage insurance risk are reshaped as AGI capability advances.

Read as an executable program — the work decomposed into Code, Generative, Agentic, and Human.
Manage insurance risk 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 insurance risk inherits.
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Trigger: An institution identifies new exposures from underwritten policies, portfolio adjustments, or shifting macroeconomic indicators.
Outcome: Risk exposures are quantified, mitigated through reserves or reinsurance, and maintained within the defined risk appetite.