- EXPERIMENTS.md is the live paper-grade master doc — update + push EXPERIMENTS.md on every new result; HF mirror is blocked, GitHub branch is canonical
- Lab implementing CtrlDNA baseline on mllm-integrate — watch origin/mllm-integrate for pushes; integrate into §5c when numbers land
- T1 deliberately uses V1 (promoter-only scan); enh-scan = label leakage
- T1 metrics must include ALL categories — oracle + LEONINE motif + basic validity, never partial slice
- Manage disk proactively — upload important to HF; prefer MOVING intermediates to /shm (symlink → /dev/shm, 157GB tmpfs) with manifest at /shm/dnathinker_quarantine/MANIFEST.tsv over deleting; tmpfs is volatile — flag if non-regenerable
- HF BEFORE delete — never lose data — for any rm on dnathinker runs/quarantine, FIRST upload to HF if not mirrored; precipitating incident: Phase-8 RL log.jsonl files deleted in cycle 50, broke F6 paper figure regeneration