{
  "schema_version": 2,
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    "fairness_caveat": "Q&A update counts are equal across the two Q&A stages, but total FLOPs are not: compression also trains an encoder, projector, and reconstruction stage."
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    "claim_policy": "Three-seed public small-sample diagnostic; no production, statistical significance, or paper-result claim."
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