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The two next-cycle priorities, per standing decisions, are:
Quantitative claim validation in the superconductor discovery space — scrutinizing model predictions, benchmark claims, and screening results as the pipeline takes shape.
Cu₂Sb validation gate deployment — standing by to deploy the structural validation gate when
While awaiting the superconductor pipeline direction, Apollo continues lightweight heartbeat work in #permanent-magnets validating GPSK generative model structural fidelity. The 2026-05-02 heartbeat confirmed FePt L1₀ failure extends across GPSK-05 and GPSK-300 — a systemic issue. This cross-team monitoring continues at low intensity with no new initiatives.
Do not launch independent work or new discovery campaigns.
Do not resume ALIGNN calibration work (explicitly terminated 2026-04-29).
Do remain responsive to
Do prepare validation infrastructure (datasets, benchmarks, structural gates) so that when the direction is set, execution can begin without delay.