{
  "session": "v11",
  "pod": "gpu-31fbe1da RTX A6000",
  "base": "nextrun_v10",
  "data": {
    "v11_mix": 220630,
    "v11_anneal": 65500,
    "sources": [
      "openjev 71.4k",
      "tev1 30k",
      "jevdec 17.8k",
      "tasksource 55k",
      "rlcd 4.5k",
      "tot 4.5k",
      "genhard 22.6k",
      "sft_v6 replay 16.8k"
    ]
  },
  "v11_dev": {
    "n": 6179,
    "nextrun_v10": {
      "acc": 0.551,
      "ece": 0.087,
      "noul_brier": 0.16
    },
    "v11": {
      "acc": 0.716,
      "ece": 0.037,
      "noul_brier": 0.047
    },
    "v11_rlenv": {
      "acc": 0.689,
      "ece": 0.036,
      "noul_brier": 0.083
    },
    "v11_grpo": {
      "acc": 0.71,
      "ece": 0.072,
      "noul_brier": 0.055
    },
    "v11_anneal": {
      "acc": 0.718,
      "ece": 0.027,
      "noul_brier": 0.047
    },
    "v11_soup": {
      "acc": 0.689,
      "ece": 0.036
    }
  },
  "tev1_transfer": {
    "nextrun_v10": 0.286,
    "v11": 0.454
  },
  "jevbench": {
    "nextrun_v10": {
      "easy": 0.688,
      "hard": 0.36,
      "original": 0.389
    },
    "v11": {
      "easy": 0.667,
      "hard": 0.324,
      "original": 0.403
    },
    "v11_anneal": {
      "easy": 0.646,
      "hard": 0.333,
      "original": 0.403
    }
  },
  "selected": "v11_anneal",
  "notes": "Broad dev +16.5pts and calibration greatly improved; JevBench roughly flat (easy -2, hard -3 vs v10). RL arms did not improve dev. Hard-tier remains the unsolved family."
}