Problem
Once computed (sibling sub-issue), both series need a public surface with enough context to be read correctly.
Scope
Acceptance
Both series visible and self-explanatory on /fairness; the public verifier confirms page values match the stats endpoint.
Problem
Once computed (sibling sub-issue), both series need a public surface with enough context to be read correctly.
Scope
Acceptance
Both series visible and self-explanatory on /fairness; the public verifier confirms page values match the stats endpoint.