Prediction of gene-phenotype associations in humans, mice, and plants using phenologs. - John O. Woods; Ulf Martin Singh-Blom; Jon M. Laurent; Kriston L. McGary; Edward M. Marcotte (BMC Bioinform., 2013)

LAB-Bench: Measuring Capabilities of Language Models for Biology Research. - Jon M. Laurent; Joseph D. Janizek; Michael Ruzo; Michaela M. Hinks; Michael J. Hammerling; Siddharth Narayanan; Manvitha Ponnapati; Andrew D. White; Samuel G. Rodriques (CoRR, 2024)

Language agents achieve superhuman synthesis of scientific knowledge. - Michael D. Skarlinski; Sam Cox; Jon M. Laurent; James D. Braza; Michaela M. Hinks; Michael J. Hammerling; Manvitha Ponnapati; Samuel G. Rodriques; Andrew D. White (CoRR, 2024)

Aviary: training language agents on challenging scientific tasks. - Siddharth Narayanan; James D. Braza; Ryan-Rhys Griffiths; Manvitha Ponnapati; Albert Bou; Jon M. Laurent; Ori Kabeli; Geemi P. Wellawatte; Sam Cox; Samuel G. Rodriques; Andrew D. White (CoRR, 2024)

BixBench: a Comprehensive Benchmark for LLM-based Agents in Computational Biology. - Ludovico Mitchener; Jon M. Laurent; Benjamin Tenmann; Siddharth Narayanan; Geemi P. Wellawatte; Andrew D. White; Lorenzo Sani; Samuel G. Rodriques (CoRR, 2025)

Robin: A multi-agent system for automating scientific discovery. - Ali Essa Ghareeb; Benjamin Chang 008; Ludovico Mitchener; Angela Yiu; Caralyn J. Szostkiewicz; Jon M. Laurent; Muhammed T. Razzak; Andrew D. White; Michaela M. Hinks; Samuel G. Rodriques (CoRR, 2025)

Benchmarking and Evaluation of AI Models in Biology: Outcomes and Recommendations from the CZI Virtual Cells Workshop. - Elizabeth Fahsbender; Alma Andersson; Jeremy Ash; Polina Binder; Daniel Burkhardt; Benjamin Chang; Georg K. Gerber; Anthony Gitter; Patrick Godau; Ankit Gupta; Genevieve Haliburton; Siyu He; et al. (CoRR, 2025)