STREAM (ChemBio): A Standard for Transparently Reporting Evaluations in AI Model Reports. - Tegan McCaslin; Jide Alaga; Samira Nedungadi; Seth Donoughe; Tom Reed; Rishi Bommasani; Chris Painter; Luca Righetti (CoRR, 2025)

Best Practices for Biorisk Evaluations on Open-Weight Bio-Foundation Models. - Boyi Wei; Zora Che; Nathaniel Li; Udari Madhushani Sehwag; Jasper Götting; Samira Nedungadi; Julian Michael; Summer Yue; Dan Hendrycks; Peter Henderson 002; Zifan Wang 001; Seth Donoughe; et al. (CoRR, 2025)