· 5 min read · Market Brief · Edition 002
Coffee growth is pulling closer to origin
This week’s market stayed quiet while origin access, recovery, and support for producing communities moved to the foreground.
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Posts tagged "data"
7 posts on this topic
· 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.
· 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
What the Fair Use Conversation Is Missing About LLM Data Extraction
The AI copyright debate focuses on training data. But the more commercially relevant question might be extraction, and the legal framework for it may already exist.
· 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?
· 12 min read
Building a Coffee Data Pipeline from Scratch
The most interesting thing about the purveyors data pipeline isn't the scraping. It's the recursive feedback loop, and what it reveals about directing AI agents.