Seen externally, decision appears as choice and is commonly evaluated by utility. This paper argues that such accounts under-articulate decision from the perspective of the subject who must decide, where it is experienced as commitment to what matters. The problem predates generative AI, but GenAI exposes and intensifies it by producing plausible reasons and options without bearing the burden of judgement or commitment. In response, the paper introduces two open-minimum articulations. The Field of Discerning Inquiry (FDI) describes discernment as intelligence meeting intelligibility in concrete situations, FDI differentiating six registers of participation and seven moments through which what matters becomes progressively determinate and concrete. A complementary sixfold typology claims that, at sites of discernment in the field, prompts can be reduced to operators that configure AI outputs so human insight-generating operations become visible and inspectable. Finally, the paper distinguishes performance from discernment evaluation, linking productivity with appropriateness and evaluating effects on subjects, processes, and objects of discernment.
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Hegarty et al. (2026) studied this question.
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