· 5 min read
Is Co-Fermentation Cheating? Wrong Question.
The specialty coffee world is split on whether co-fermented coffee belongs in competition. The more useful question is what processing transparency should require from everyone else.
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Posts tagged "data"
4 posts on this topic
· 8 min read
Who Profits When Coffee Data Stays Scarce?
The specialty coffee industry solved price transparency. The harder problem, product metadata, remains relationship-gated. Across 35 suppliers, disclosure ranges from 1 to 13 attributes per listing. That gap is not an accident; it is an economic structure with beneficiaries.
· 10 min read
Beyond the Coffee Belt
The coffee belt is a useful heuristic, but the tails of the distribution reveal where quality, risk, and long-term value are really heading.
· 7 min read
The Real AI Moats Aren't Software
Citrini's viral doomsday report and Citadel's rebuttal are both missing the interesting question. If software isn't the moat anymore, what is?