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  "limitations": [
    "Post hoc fixed-pose falsification screen; no optimization or new accuracy claim.",
    "Image connected components are not semantic boundary identities.",
    "Three-dimensional neighbors can belong to different physical boundaries.",
    "Labels use rounded pixels; reward retains the existing bilinear distance field.",
    "Unknown labels penalize linked points; isolated points retain the old score."
  ]
}