{
  "model_name": "Open-SystemOne-2B-Next-Ideal",
  "base_model": "Qwen/Qwen3.5-2B",
  "bidirectional_state": true,
  "readout_head": "SetPointerHead (Permutation Equivariant)",
  "risk_gating": "ActEscalateHead (Chow's Rejection Rule)",
  "loss": "ProperScoring (CrossEntropy + BrierScore + RiskInterception)",
  "dataset_size": 95000,
  "val_size": 5000,
  "val_accuracy": 94.68380462724936,
  "val_brier": 0.027066525813077363,
  "act_purity": 97.27252650176679,
  "completed_at": "2026-09-19 21:10:13"
}