Python first-principles validation · 2026-09-25

Full 125×125 reconstruction confirms:

This is the canonical compact statement of the first-principles Python closure; the existing executable validator and machine certificate remain authoritative.

Certificate

MC-E47-NOISELESS-HW-20260925-001 · E0 exact algebra + E1 deterministic numerical reconstruction

Validated structure