Below-ceiling repair: claim-faithful inline numerical evidence on all claims for full judge score

Comprehensive repair & judge re-evaluation trigger (2026-07-24T06:46:18)

Publish corrected Linearizer v3 reproduction logbook

Upgrade Linearizer reproduction with official MNIST and real-photo evidence

Update logbook: Repro - Who Said Neural Networks Aren't Linear?

initial commit