N'Ko Task List — 2026-04-25

N'Ko Task List — 2026-04-25

Active

• [ ] Monitor `nko_trajectory_ttt_290596` to completion
• [ ] Run one-command refresh immediately after TTT completion:
• [ ] `python3 Desktop/nko-brain-scanner/scripts/paper4_post_ttt_refresh.py --wait`
• [ ] Verify TTT artifacts exist locally:
• [ ] `results.json`
• [ ] `test_predictions.jsonl`
• [ ] `test_references.jsonl`
• [ ] Verify refreshed five-run outputs exist:
• [ ] `Desktop/Comp-Core/experiments/agp_mlx/asr_bridge/reports/paper4_same_snapshot_batch_replay_final/batch_summary.json`
• [ ] `Desktop/Comp-Core/experiments/agp_mlx/asr_bridge/reports/paper4_same_snapshot_batch_replay_final/batch_summary.md`
• [ ] `Desktop/Comp-Core/experiments/agp_mlx/asr_bridge/reports/paper4_same_snapshot_final_correction/combined_bridge.jsonl`
• [ ] `Desktop/Comp-Core/experiments/agp_mlx/asr_bridge/reports/paper4_same_snapshot_final_correction/gemma_correction_sft/manifest.json`

Recovery

• [ ] Mark `gemma4_e2b_nko_correction_partial_real_stage1_stable` step 80 as invalid for quality use
• [ ] Preserve the step-80 reports as failure evidence, not as deployment artifacts
• [x] Inspect the clean recovery anchor:
• [x] `[home-path]`
• [x] Create a new recovery adapter path that does not overwrite the poisoned stable path
• [x] `[home-path]`
• [x] Add recovery tooling:
• [x] `prepare_partial_real_recovery.sh`
• [x] `partial_real_recovery_stage1_stable` launcher/chunk modes
• [ ] Decide recovery mode:
• [ ] restart from clean probe step 10
• [ ] or restart fresh from the same partial-real dataset
• [ ] Add an early 10-row validation gate before any long continuation
• [ ] Abort immediately on any resumed `loss=nan`

Evaluation

• [ ] Keep corrected evaluator behavior:
• [ ] `eval_agp_nko_adapter.py` must parse `ASR candidate:`
• [ ] Preserve the decisive fixed reports:
• [ ] `eval-valid-10-base-fixed.json`
• [ ] `eval-valid-10-fixed.json`
• [ ] After recovery, rerun bounded base-vs-adapter validation before any broader replay claim

OCR Wave

• [ ] Let the Mac5 `babamamadidiane` mirror continue in background
• [ ] After matrix closeout, verify full channel mirror completeness on `HD1`
• [ ] Start frame extraction
• [ ] Start scene segmentation
• [ ] Run OCR on extracted frames
• [ ] Align OCR text with audio segments
• [ ] Generate new training/evaluation pairs from OCR+audio alignment

Serving

• [ ] Keep LearnNKo live inscriptions path stable:
• [ ] `https://www.learnnko.com/nko?tab=inscriptions`
• [ ] Keep Mac4 proxy healthy under launchd
• [ ] Keep Mac5 speech endpoint reachable:
• [ ] `http://[ip]:8899/transcribe`
• [ ] Run a better speech sample audit after matrix closeout

Do Not Do

• [ ] Do not continue training from the poisoned step-80 adapter
• [ ] Do not use the step-80 adapter for proposal evaluation
• [ ] Do not start the OCR training wave before matrix closeout