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N'Ko Task List — 2026-04-25

- [ ] 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-C

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- [ ] 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` - [ ] 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` - [ ] 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 - [ ] 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 - [ ] 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

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