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BioSecBench-Surveillance: A Verifiable Benchmark for AI Agents in Pathogen Genomic Surveillance
arXiv cs.AI · 发布于 · 阅读约3分钟
30秒读懂
- 发生了什么
- Researchers released BioSecBench-Surveillance, a benchmark with 100 evaluations testing whether AI agents can choose correct analysis pipelines for pathogen genomic sequencing data.
- 为何重要
- Bioinformaticians and biosecurity engineers evaluating AI for outbreak response need to assess whether models can reliably perform genomic surveillance analysis.
- 注意
- Top models achieved only 50 percent accuracy; even when agents selected correct workflows, they failed on critical details like reference selection, thresholds, and normalization choices.
收听本摘要
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