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Selected:Knowledge Mapping ARID (Active Reviews for Intermediate Designs)Assumption Mapping Assumption Surfacing

Criterion	Knowledge Modeling Knowledge Mapping	Architecture ARID (Active Reviews for Intermediate Designs)	Product Discovery Assumption Mapping	Decision Making Assumption Surfacing
Purposedifferent	Knowledge Mapping makes knowledge, gaps, and transfer paths visible across a field. It fits when expertise should not just exist but also be findable and transferable.	ARID examines how well developers can work with a technical design. It focuses on a part of the system that can still be revised, between the architecture overview and the detailed specification.	When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first.	Plans often contain assumptions that were never openly stated and remain dangerous precisely because of that. Assumption Surfacing makes these silent premises visible and prioritizes which of them carry the initiative or could sink it.
Complexitydifferent	Medium	Medium	Medium	Low
Timedifferent	1-3 h	2–4 h review as a planning range; preparation and evaluation additional	45-60 min	45-90 min
Participantsdifferent	3-12	Designers, developers as users, and facilitation	2-8	2-8
Formatdifferent	Workshop	Workshop + async	Workshop + async	Workshop + async
Outputdifferent	Knowledge Map, Critical Knowledge Areas, Transfer Plan	Prioritized development tasks, Jointly produced code or pseudocode, Observed difficulties and open design questions, Proposed design revisions	Assumption map, Test backlog, Risk ranking	Assumption List, Critical Assumptions, Learning Plan
Tagsno overlap	KnowledgeMappingRisk	ArchitectureEngineeringFeedbackValidationTasks	AssumptionsRiskExperimentsValidation	AssumptionsRiskDecisionDiscovery

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