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Clarke and Livermore — Data enables creative blending and consumer learning
Clarke and Livermore — Data enables creative blending and consumer learning

Clarke and Livermore — Data enables creative blending and consumer learning

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Tags
Don LivermoreDon LivermoreCanadian WhiskyCanadian WhiskyFlavor System MappingFlavor System MappingConsumer Test-and-LearnConsumer Test-and-LearnOccasion-Led Product DesignOccasion-Led Product DesignFuture Inventory DesignFuture Inventory DesignSensory EvaluationSensory Evaluation
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Legacy Single Excerpt
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Legacy Associated Permanent Note
Content
Citation(s) & Footnote(s)
Book(s)
One Literature Note synthesizes one Source. It should be understandable without reopening the source while remaining traceable to exact Excerpts.

Source argument

Summarize the author's central argument and relevant reasoning in your own words.

Evidence map

Connect the exact Excerpts that support this note. Do not place unlocated quotations only in the page body.

Researcher synthesis

Explain what the source contributes to the project, how it connects to other research, and where you agree, disagree, or remain uncertain.

Assessment

Record evidence quality, source limitations, and open questions. Separate the author's position from your interpretation.

Completion checklist

Exactly one canonical Source is related.
Every consequential assertion is backed by one or more Excerpts.
Core Summary is complete.
Author Argument and Researcher Synthesis are distinct.
Limitations and open questions are recorded.
Candidate durable ideas have been promoted to Zettels.
Note Status is Complete only after this checklist passes.
Date
August 29, 2026
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Contributors
Chelsea ClarkeChelsea ClarkeDon LivermoreDon Livermore
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Source
No access
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Excerpts
Livermore — Consumer tastings can function as structured test-and-learn sessionsLivermore — Consumer tastings can function as structured test-and-learn sessionsLivermore — A blend can be designed for a particular life occasionLivermore — A blend can be designed for a particular life occasion
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Zettels
Consumer test-and-learn sessions require structured contextConsumer test-and-learn sessions require structured contextDrinking occasion is a legitimate blend-design variableDrinking occasion is a legitimate blend-design variableA blend needs a target before it needs ingredientsA blend needs a target before it needs ingredients
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Citations
Clarke — EXT-1321 — Creating whiskies that resonate, Creating whiskies that resonateClarke — EXT-1321 — Creating whiskies that resonate, Creating whiskies that resonateClarke — EXT-1322 — Blending for the moment, Blending for the momentClarke — EXT-1322 — Blending for the moment, Blending for the moment
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