Evidence record 12593 · automatically gathered

BioSecBench-Surveillance: A Verifiable Benchmark for AI Agents in Pathogen Genomic Surveillance

As pathogen genomic surveillance scales, the bottleneck is shifting from data generation to analysis. We present BioSecBench-Surveillance, a verifiable benchmark of 100 evaluations testing whether AI agents can infer the right analysis pipeline from raw sequencing data and surveillance context. Each evaluation gives an agent only the data and context a human analyst would have, then grades its structured answer deterministically. The tasks span seven categories, from taxonomic classification to

Record details

Published: 21 July 2026
Source: arXiv cs.AI
Category: Research
Topics: Privacy · Agents & autonomy · Biotech
Retrieved: 22 July 2026

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ethics.ai (21 July 2026), “BioSecBench-Surveillance: A Verifiable Benchmark for AI Agents in Pathogen Genomic Surveillance,” evidence record 12593, https://ethics.ai/record/12593 (originally published by arXiv cs.AI).

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