How to Read Your Results

Package contents

• summary — concise run overview.
• metrics — KPI table for the current alpha run.
• stability certificate — stability-oriented indicator under the current methodology.
• report PDF — short interpretation layer.
• config + README — run context and package notes.

Interpretation rule

Use one result package as an evaluation artifact, not as a universal proof. Strong claims should come from multi-case benchmark evidence, not from one attractive run. If a run fails unexpectedly, record the request ID and treat the event as alpha evidence rather than proof of a valid solve.

What not to infer from one run

• Do not infer global superiority over all tools.
• Do not infer state-of-the-art status.
• Do not infer product-market fit from a single successful case.