Context Robustness
Method Validation
Can controlled changes to context produce measurable and reproducible changes in an AI system's behavior—and can those effects be distinguished from ordinary run-to-run variation?
The preserved design uses external reference systems, matched baselines, repeated controls, versioned configurations, and explicit null results.
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