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    "headline": "The Database Asked What the Question Meant",
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    "dek": "CLARA executes competing interpretations of cancer-genomics queries and interrupts only when their numerical answers materially diverge.",
    "summary": "CLARA executes competing interpretations of cancer-genomics queries and interrupts only when their numerical answers materially diverge.",
    "body_text": "On 330 executable mutation-prevalence contrasts across eight TCGA cohorts, CLARA labeled 115 interpretation pairs as result-sensitive and 215 as stable. In a separate 120-question language stress test, the authors report that it caught all 60 consequential ambiguities while needlessly requesting clarification on 13 stable cases. The work demonstrates a safety-burden trade-off in this bounded benchmark; it does not validate free-form clinical advice.",
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      "title": "arXiv preprint 2608.05195",
      "publisher": "arXiv",
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