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Criterion
Paper illustration for Responsibility Poker.
Facilitation
Responsibility Poker
A/B Testing workspace showing the question, observations, and next decision.
Growth
A/B Testing
Paper illustration of a calm four-quadrant Assumption Map with hypothesis cards and emphasis on important assumptions with little evidence.
Product Discovery
Assumption Mapping
Purposedifferent
When it stays unclear who carries responsibility and who only contributes, Responsibility Poker makes the distribution of responsibility explicit. It sharpens the boundaries between weighing in, deciding, and bearing consequences.When two variants compete, discussions quickly decide by taste rather than effect. A/B Testing checks behavior under controlled conditions and separates real improvement from chance or expectation effects.When assumptions still sit unordered in the room, it weighs uncertainty against leverage. It makes visible which hypotheses should be checked first.
Complexitydifferent
LowHighMedium
Timedifferent
45-90 min1-4 Wochen45-60 min
Participantsdifferent
3-101-62-8
Formatdifferent
WorkshopAsyncWorkshop + async
Outputdifferent
Responsibility Map, Role Agreements, Open QuestionsExperiment results, Decision log, Learning summaryAssumption map, Test backlog, Risk ranking
Tagsno overlap
RolesResponsibilityTeamFacilitation
ExperimentsGrowthAnalyticsValidation
AssumptionsRiskExperimentsValidation
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Often compared together

Methods with strong topical overlap with the current selection, not yet in the comparison.

Paper illustration of Riskiest Assumption Test with a method-specific labelled workspace.
Product Discovery
Riskiest Assumption Test
Paper illustration for Smoke Test.
Product Discovery
Smoke Test
Paper illustration for Accountability Ladder
Operations
Accountability Ladder
Paper illustration of an assumption matrix with prioritized test cards
Decision Making
Assumption Surfacing