auto-sync 2026-07-04T05:50:49Z workspace

workspace/README.md

@@ -675,6 +675,28 @@ Key values:
 Interpretation: the LCB fallback records the requested safety/calibration
 fields, but it does not solve dominance. It is a negative Part-G diagnostic.
 
+### Active utility-energy selector job
+
+Submitted on 2026-07-04:
+
+```text
+15177546 scripts/slurm/train_utility_energy_selector.sbatch array=0-2
+```
+
+Purpose: train three `base_context_obs` utility-energy checkpoints on the
+train-only RGB-ref chart database, then evaluate checkpoint-scored calibrated
+dominance on the strongest current measured support setting:
+
+```text
+calibration: runs/ctt_base_context_obs_train_cal_envclip_k16_rollout_comparison
+evaluation:  runs/ctt_base_context_obs_test_envclip_k16_rollout_comparison
+K:           16
+```
+
+This job targets the current selector gap, not the support side. The run must
+be interpreted as a Part-G diagnostic unless selected success and selector gap
+beat the existing train-clean K=16 selector.
+
 ## How To Run Core Commands
 
 Use the local virtual environment when possible: