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    "training_updates": 0
  },
  "reused_cost": {
    "controls": 6,
    "previously_acquired_steps": 1946
  },
  "scope": "Matched source-excursion construction comparison, six new familiar executions and six exact prior controls. Small counts do not establish equivalence, generalization, isolated component causality or hardware support."
}