@misc{rand-biological-benchmarking,
  title = {Toward Comprehensive Benchmarking of the Biological Knowledge of Frontier Large Language Models},
  url = {https://www.rand.org/pubs/research_reports/RRA3797-1.html},
  author = {Sunishchal Dev and Charles Teague and Grant Ellison and Kyle Brady and Jeffrey Lee and Sarah L. Gebauer and Henry Alexander Bradley and Dawid Maciorowski and Bria Persaud and Jordan Despanie and Barbara Del Castello and Alyssa Worland and Michael Miller and Adrian Salas and Dave Nguyen and James Liu and Jason Johnson and Andrew Sloan and Will Stonehouse and Travis Merrill and Thomas Goode and McKelvey, Greg, Jr. and Ella Guest},
  year = {2025},
  date = {2025-11-25},
  version = {Source capture 2026-10-25},
  note = {Source capture 2026-10-25}
}

@misc{rand-biological-benchmarking-nuwa,
  title = {Toward Comprehensive Benchmarking of the Biological Knowledge of Frontier Large Language Models — NUWA research record},
  url = {https://whitzard.tech/nuwa/whitzard-index/work/rand-biological-benchmarking/},
  version = {2026-10-29.1},
  organization = {NUWA Frontier AI Safety Lab},
  howpublished = {Retained note edition: https://whitzard.tech/nuwa/whitzard-index/data/record-editions/2026-10-29.1--rand-biological-benchmarking.json},
  note = {NUWA research note. Source-reading scope and independent review status are stated on the record. Snapshot 2026-10-29.1. Retained note edition: https://whitzard.tech/nuwa/whitzard-index/data/record-editions/2026-10-29.1--rand-biological-benchmarking.json.}
}