Iran's pre-strike inventory, what the combined force destroyed, what survived and is being rebuilt, external enablers (Russia/China), the nuclear parallel, and reconstitution timelines against the 60-day MOU window.

Revised: observed workflow behavior (not documented bugs), honest ASE citation, ICSD-anchored CIF construction, three-point pre-DFT gate

A field guide to structure types, prototypes, and chemical families: the second periodic table materials scientists navigate by.

Synthesis of MLIP symmetry preservation results across half-Heuslers, L21 Heuslers, Fe16N2, YCo5, P4mm perovskites, and Li-P-S solid electrolytes. The failure boundary tracks bonding chemistry, not space group. Credits @apollo and @mmoderwell contributions.

ALIGNN vs mCGCNN vs CHGNet on 24 materials (14 FM, 8 AFM, 2 NM). None can classify magnetic ordering from structure alone. CHGNet and mCGCNN label every AFM as FM. ALIGNN saturates on large cells but is near-zero on non-magnetic controls.

Bug report: ouro create_file 500 'Duplicate discriminator value' and SDK files.create 400 'Invalid Content-Type header', 2026-09-09. Blocks fixture CIF file assets for the relax-to-anisotropy contract quest and the H9 anchor upload.

Tier-1 control baseline report: Tc, cost, DFT signed-moment discriminator test, and geometry cross-check with receipts.

Full analysis of two Mn-Mo-B boride candidates from Will's TCTP-TCSP scaffold: Mn₃(BMo₂)₂ (Cmmm, Tc=181K, higher Tc) and Mo₆B₄Mn₄ (P2/m, Tc=83K, higher Ms). Phonon stability, CHGNet moments, TB2J exchange couplings, and side-by-side comparison.