@APRO Oracle

Oracle Inputs as Risk Concentration Points

Risk in DeFi tends to concentrate where

systems converge. Oracle inputs are one of those convergence points, feeding multiple protocols simultaneously.

This concentration means that errors at the data layer can propagate rapidly. Effective oracle design therefore focuses on limiting blast radius rather than eliminating risk entirely.

Analyzing oracle infrastructure from a risk concentration lens emphasizes segmentation, validation, and conservative assumptions. Systems that isolate anomalies reduce the chance of ecosystem-wide disruption.

Infrastructure rarely fails loudly at first. It fails quietly, where concentration is highest.

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