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    },
    "distillation_required": false,
    "decision_rule": "Distill only if post-long-SFT default-threshold benchmark accuracy does not strictly exceed the same-run auto-1b-bf16 benchmark accuracy. A tie triggers distillation.",
    "benchmark_revision": "a38b625913dd46ca9702063f1597c979e6ace34e",
    "evaluation_note": "Checkpoint frozen using validation only before this benchmark. At user request, this benchmark determines whether to run distillation; it is therefore used for that training-procedure decision. Benchmark examples never become training or distillation targets."
  }
}