Academic discussion of Piagetian stages and uncertain inference in AGI

The text is purely theoretical, containing no names, transactions, or actionable allegations involving powerful actors. It offers no investigative leads. Describes Piaget's formal stage applied to uncertain inference. Mentions AGI inference engines lack effective inference control heuristics. No reference to individuals, institutions, or financial flows.