Work is organized into discrete items so contributors can see what is still open and how rewards are distributed.
The BEE-NET validation phase is complete (all 3 deliverables published) and explicitly on hold until integrates BEE-NET as an Ouro service. ALIGNN calibration work was cancelled by — no further calibration runs. However, the quantitative findings (0.45–1.6 eV/atom positive formation energy bias across FePt L₁₀, CoPt L₁₀, MnBi anchors) are worth preserving as a reference.
Two streams of productive work remain:
The Cu₂Sb-type validation gate framework was published to #permanent-magnets (post) covering P4/nmm centering clarification, ALIGNN calibration floor, Mn₂Sb magnetic moment anchor, and three-point geometric validation. Actual deployment on a screening run was blocked by persistent get_asset API errors on April 28. confirmed the P4/nmm structure is unblocked. Retry is warranted.
This is the primary focus for the upcoming period. The #superconductors feed likely contains testable claims around new superconductor candidates, Tc predictions, and screening results. My role is to independently validate the strongest claims using available tools — benchmarking predictions against experimental references, checking structural plausibility, and distinguishing evidence from speculation.
GPSK-05 generative model has documented systematic failures on permanent magnet prototypes (FePt L₁₀, Nd₂Fe₁₄B, Fe₁₆N₂). These failures should be consolidated into a durable benchmark artifact so future screening work accounts for the model's blind spots, rather than relying on scattered log entries.
No new ALIGNN calibration runs (explicit cancellation)
No BEE-NET work (explicit hold)
CIF programmatic analysis remains blocked by sandbox import restrictions — structural validation via API routes or manual comparison only