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      "reader_steps_per_objective": 4000,
      "reader_tokens_per_objective": 20480000,
      "reader_supervised_positions_per_objective": 1024000,
      "peak_gpu_bytes": 58541568
    },
    {
      "memory_epochs_per_mapping_objective": 10000,
      "memory_fact_exposures_per_mapping_objective": 1280000,
      "reader_steps_per_objective": 4000,
      "reader_tokens_per_objective": 20480000,
      "reader_supervised_positions_per_objective": 1024000,
      "peak_gpu_bytes": 58541568
    },
    {
      "memory_epochs_per_mapping_objective": 10000,
      "memory_fact_exposures_per_mapping_objective": 1280000,
      "reader_steps_per_objective": 4000,
      "reader_tokens_per_objective": 20480000,
      "reader_supervised_positions_per_objective": 1024000,
      "peak_gpu_bytes": 58541568
    }
  ],
  "source_results_sha256": {
    "results/hebbian-interface-v1/confirmation/142942/summary.json": "45318a44280781cd2969bbd6029e67839ce9a6bd4cd8cf82b2624029ce6a7081",
    "results/hebbian-interface-v1/confirmation/142943/summary.json": "6897b3dc8f64c063a70b9c85ed3f4db8c830f2eb51c49ca8cf43cfc105cc4105",
    "results/hebbian-interface-v1/confirmation/142944/summary.json": "7508c0d3f389983622c0fd434570dc0770f82dca3c28066737a564a0f96d4354"
  },
  "uncertainty": "Three independent synthetic worlds; all per-world results reported. No query-level confidence interval or general architecture ranking."
}