MultiChallenge: A Realistic Multi-Turn Conversation Evaluation Benchmark Challenging to Frontier LLMs. - Kaustubh Deshpande; Ved Sirdeshmukh; Johannes Baptist Mols; Lifeng Jin; Ed-Yeremai Hernandez-Cardona; Dean Lee; Jeremy Kritz; Willow E. Primack; Summer Yue; Chen Xing (ACL (Findings), 2025)

FORTRESS: Frontier Risk Evaluation for National Security and Public Safety. - Christina Q. Knight; Kaustubh Deshpande; Ved Sirdeshmukh; Meher Mankikar; Scale Red Team; SEAL Research Team; Julian Michael (CoRR, 2025)