Outcome
AURA has public, defensible evidence of where it performs well, where it does not, and how it compares on relevant evaluation surfaces.
Scope
- Reproducible public benchmark evidence.
- Accurate evaluation and performance metrics.
- Bounded, correct coordinator context.
- Trace fidelity sufficient to explain benchmark behavior.
- Clear separation between AURA performance and benchmark-harness effects.
Adoption and production-install telemetry belong to the Adoption Measurement initiative.
Success
- Published claims identify the benchmark version, AURA version, model, configuration, sample, and material caveats.
- Runs can be reproduced or independently audited from retained artifacts.
- Metrics and traces explain failures and performance differences.
- Benchmark choices are revisited when they no longer answer a useful product or market question.
Outcome
AURA has public, defensible evidence of where it performs well, where it does not, and how it compares on relevant evaluation surfaces.
Scope
Adoption and production-install telemetry belong to the Adoption Measurement initiative.
Success