Purpose-built, domain-aware AI systems are transforming experimental design, accelerating discovery, and reshaping the role of laboratory leadership in R&D environments
New NSF initiative supports real-world development of privacy-preserving data sharing tools for research, analytics, and multi-institutional collaboration
New industry findings show how leadership uncertainty is shaping communication, governance, and expectations—offering implications for laboratory environments