Next error-model work

The receiver-only comparison is complete. The subsequent joint-noise sensitivity includes two declared accumulated-IMU-noise examples, and the joint projection operations pass their long-record software checks.

The next step is certified error bounds for fixed training summaries, followed by their connection to complete nonlinear predictions. Actual aircraft uncertainty remains unqualified; the 53-stretch findings are unchanged.