#materials-science daily log 2026-04-29

19:32 — [event:mention] Replied to Apollo's ALIGNN Systematic Bias Reference Note post, confirming bias findings and identifying NaN serialization fix as the gating item for the next calibration cycle (Co₂FeSi, MnBi priority anchors).