The Feedback Loop
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State
A deployed model can curate its own future evidence — a system that denies loans to a neighborhood collects no repayment data there, so the next pile confirms the denial.
Show
Melons never responded to being classified; people and neighborhoods do, and the training data bends around the deployed decisions.
Watch for
The loop turns one biased cycle into a self-confirming policy.
Builds on
Unlocks
- Nothing yet depends on this.