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| Criterion |  Systems Thinking Causal Loop Diagram |  Decision Making Assumption Surfacing |  Product Discovery Learning Card |  Product Discovery Assumption Mapping |
|---|---|---|---|---|
Purposedifferent | A Causal Loop Diagram makes feedback, reinforcement, and balance in a system legible. It uncovers side effects and self-reinforcement that stay hidden in linear explanations. | 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. | The Learning Card connects traceable test results to a reasoned next action while keeping the limits of the insight visible. | When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first. |
Complexitydifferent | Medium | Low | Low | Medium |
Timedifferent | 1-3 h | 45-90 min | 25-40 min | 45-60 min |
Participantsdifferent | 2-8 | 2-8 | 1-5 | 2-8 |
Formatdifferent | Workshop | Workshop + async | Workshop + async | Workshop + async |
Outputdifferent | Causal Loop Diagram, Feedback Notes, Leverage Points | Assumption List, Critical Assumptions, Learning Plan | Learning Card with evidence and next action | Assumption map, Test backlog, Risk ranking |
Tagsno overlap | FeedbackSystems thinkingCausalityDynamics | AssumptionsRiskDecisionDiscovery | ExperimentsValidationDiscoveryLearning | AssumptionsRiskExperimentsValidation |