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Identity or Evidence? Auditing Evidence Dependence in Agentic Life-Science Benchmarks
Agentic life-science benchmarks give an agent evidence about a named entity and score an answer against a recorded outcome. That score tests reasoning over evidence only if the evidence, rather than the name, determines the answer. We examine this distinction by varying identity and evidence indepen
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