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| Criterion |  Decision Making Red Teaming |  Knowledge Modeling Competency Questions |  Decision Making Argument Mapping |
|---|---|---|---|
Purposedifferent | For strategic decisions with high reach, agreement and gut feeling are often not enough. Red teaming brings deliberate opposition into the situation and tests where a plan breaks under real counterarguments. | Competency Questions translate a domain model into concrete questions that it must be able to answer. The method keeps the model's scope clean and prevents pretty but useless structures. | When statements, evidence, and counterarguments get mixed up, a debate quickly loses its structure. Argument Mapping breaks a thesis down into its reasoning and makes visible what it really rests on. |
Complexitydifferent | High | Medium | Medium |
Timedifferent | 1-4 h | 2-4 h | 1-3 h |
Participantsdifferent | 3-8 | 2-8 | 1-8 |
Formatdifferent | Workshop | Workshop + async | Workshop + async |
Outputdifferent | Challenge Findings, Risk Register, Mitigation Plan | Competency Question Set, Required Concepts, Test Queries, Coverage Matrix | Argument Map, Evidence Gaps, Decision Rationale |
Tagsno overlap | RiskDecisionSensemaking | OntologyKnowledge graphScopeRequirementsSemantic | SensemakingDecisionRationale |
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