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Theoretical paper explores how specific actions are chosen from multiple prepared options under uncertainty, indicating a new cognitive stage.
Part I of this research program argued that intelligence begins before institutions, at the cognitive transformation of ambiguous reality into meaningful judgment. Part II argued that effective judgment rarely begins at the moment of decision itself, but emerges from an earlier training state in which individuals explore the environment, test alternative responses, and gradually construct a repertoire of possible actions. This third paper addresses the question left open by both: how is one specific course of action selected from among previously prepared alternatives? Rather than treating decision-making as the construction of a solution from nothing, the paper proposes that the decisive cognitive problem at this stage is one of selection. At the moment of uncertainty, multiple internally prepared trajectories may already exist; the challenge is no longer generating possibilities but identifying which prepared path best matches the present situation under limited time, incomplete information, and constrained cognitive resources. The paper introduces the Decision Selection Layer, a theoretical stage situated between cognitive preparation and observable action, and positions it within the wider research program as the layer that converts a prepared repertoire into a single committed course of action — leaving the evaluation of that action's outcome to a subsequent learning cycle rather than to the decision moment itself.
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Samir Baladi (2026) studied this question.
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