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    "headline": "The Blame Test Started With Tamper-Evident Logs",
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    "dek": "AUDITA pairs authenticated command records with graded causal attribution for multi-agent failures.",
    "summary": "AUDITA pairs authenticated command records with graded causal attribution for multi-agent failures.",
    "body_text": "The preprint reports roughly threefold lower responsibility error than a judge baseline and formal limits on what evidence can certify, including overdetermination and omissions.",
    "why_it_matters": "AUDITA pairs authenticated command records with graded causal attribution for multi-agent failures.",
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      "title": "arXiv preprint 2608.22160",
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    "title": "The Blame Test Started With Tamper-Evident Logs",
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