prospective-planning

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minerclass / potential-outcomes-artifacts2

Research Outcomes and Action Studio: proposal-stage exploration of possible dissertation outcomes and evidence-to-action decisions. Prospective planning; does not report findings.

dissertation generative-ai research-ethics k12-education evidence-to-action pedagogical-friction research-dissemination prospective-planning

Updated Jul 30, 2026
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minerclass / potential-outcomes-artifacts1

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Proposal-stage interactive artifact set for the Planning for Potential Outcomes thought experiment: friction audit, ecological systems, dissemination pipeline, and contingent interpretation. Prospective; reports no findings.

dissertation generative-ai thought-experiment k12-education pedagogical-friction research-dissemination prospective-planning bronfenbrenner

Updated Jul 30, 2026
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