Memory Science
Working memory, the forgetting curve, chunking, and encoding.
Warm vs. Cold Information — Why Your Workshops Feel Like Starting From Zero
Why your workshop feels like starting from zero every cohort — and the single highest-leverage design move that fixes it before the live session starts.
The Forgetting Curve in Workshops
Your workshop isn't failing because participants aren't committed. It's failing because memory decay was never engineered out of the design.
The 80/20 Workshop Engagement Ratio
The 80/20 engagement ratio is a principle stating that participants should be actively working with material for approximately 80% of a live session.
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4x1 FrameworkActive LearningActivitiesAnalytical ActivitiesAssignmentsAutonomyBackward DesignBloom's TaxonomyContent ScopeDelivery ModalityDirect ResponseDocumentationEngagement RatioEvaluationExpertise GapExplanation ActivitiesFormat SelectionFormative AssessmentFramework MethodFraming and Positioning