Sources

Use this page as the provenance surface behind dashboard reads: inspect source family, trust role, freshness and coverage mix before over-reading the product.

This provenance surface helps defend benchmark claims about transparency, inspectability and public accountability.

Claims in scope: Five-second understanding · Public transparency and method · Continuity and fallback awareness · Benchmark accountability

See the About page benchmark proof matrix for the full claim → surface → inspection mapping.

This page is part of the public benchmark contract because source provenance is one of the concrete places where benchmark ambition must become inspectable rather than aspirational.