auto-sync 2026-07-04T06:02:14Z workspace
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workspace/README.md
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Interpretation: the LCB fallback records the requested safety/calibration
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fields, but it does not solve dominance. It is a negative Part-G diagnostic.
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###
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Submitted on 2026-07-04:
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```text
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15177546 scripts/slurm/train_utility_energy_selector.sbatch array=0-2
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```
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Purpose: train three `base_context_obs` utility-energy checkpoints on the
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K: 16
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```
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## How To Run Core Commands
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Interpretation: the LCB fallback records the requested safety/calibration
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fields, but it does not solve dominance. It is a negative Part-G diagnostic.
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### Utility-energy selector diagnostic
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Submitted and completed on 2026-07-04:
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```text
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15177546 scripts/slurm/train_utility_energy_selector.sbatch array=0-2
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exit: 0:0 for tasks 0, 1, 2
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```
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Purpose: train three `base_context_obs` utility-energy checkpoints on the
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K: 16
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```
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Result:
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| Seed | Selected | Coverage | Fallback | Unsafe | PCCE | Selector gap |
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| --- | ---: | ---: | ---: | ---: | ---: | ---: |
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| 0 | 0.2708 | 0.1250 | 0.8750 | 0.0000 | 0.0150 | 0.3194 |
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| 1 | 0.2708 | 0.0972 | 0.9028 | 0.0000 | 0.0090 | 0.3194 |
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| 2 | 0.2778 | 0.1736 | 0.8264 | 0.0000 | 0.0253 | 0.3056 |
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Interpretation: checkpoint-scored utility energy does not close the selector
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gap. It has low coverage and mostly falls back to the base policy, so it is a
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negative Part-G diagnostic and does not replace the existing train-clean K=16
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selector.
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## How To Run Core Commands
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