A separately typed modular bounded-witness module

The supplied manuscript Bounded recovery for modular spectral averages, dated 23 September 2026, is attributed to OpenAI OpenAI29002. The supplied dossier labels it 290-02 in Family 290 Dossier. The following theorem reproduces its bounded-witness content with a local argument following the supplied proof. This is not a verification of the paper's bicentralizer application, a machine proof, or authentication of its catalogue metadata.

No theorem in Sections sec:exact–sec:statistics uses Family 290 as a premise. Conversely, no finite decoder theorem is a premise of the modular argument.