Aug. 21, 2026 — Large language models (LLMs) are rapidly becoming capable of acting as “AI scientists,” helping manage many stages of the research process — from experiment design and data analysis to interpreting results and drafting publications. As these systems take on larger roles in scientific discovery, ensuring their reliability and security becomes increasingly important.