{
  "status": "ready_not_submitted",
  "reason_not_submitted": "CPU suite is sufficient for deterministic artifact generation; GPU should be used for the next sequence/encoder simulator training run, not for this synthetic matrix expansion.",
  "provider": "VolcEngine ML Platform",
  "workspace": "/root/code/vepfs/hermes/gpu",
  "recommended_task": {
    "name": "novel_feedback_v3_sequence_simulator",
    "entrypoint": "train_sequence_state_simulator.py --suite v3_suite --model transformer_small --eval closed_loop",
    "queue": "q-20251224104457-jzdpj",
    "creator_filter": "252306041",
    "expected_outputs": [
      "sequence_simulator_metrics.json",
      "sim_to_real_calibration_stub.json",
      "closed_loop_gpu_comparison.json"
    ]
  },
  "safety": "Use volc ml_task submit -c <task-specific>.yaml; keep credentials/YAML/logs inside /root/code/vepfs/hermes/gpu; do not persist AK/SK."
}