Start from the canonical source
FP_THEORY.md is the normative theory source. A runtime check or toy experiment does not establish general model quality.
Current qualification boundary
The current claims register records a public-value ownership failure and an ongoing boundary repair. Older scoped releases must not be extended across this unresolved boundary.