4 papers · 1 filter
Toward an Evaluation Science for Generative AI Systems
Laura Weidinger, Inioluwa Deborah Raji, Hanna Wallach +7
There is an increasing imperative to anticipate and understand the performance and safety of generative AI systems in real-world deployment contexts. However, the current evaluatio…
STAR: SocioTechnical Approach to Red Teaming Language Models
Laura Weidinger, John Mellor, Bernat Guillen Pegueroles +9
This research introduces STAR, a sociotechnical framework that improves on current best practices for red teaming safety of large language models. STAR makes two key contributions:…
Generative AI Misuse: A Taxonomy of Tactics and Insights from Real-World Data
Nahema Marchal, Rachel Xu, Rasmi Elasmar +3
Generative, multimodal artificial intelligence (GenAI) offers transformative potential across industries, but its misuse poses significant risks. Prior research has shed light on t…
Holistic Safety and Responsibility Evaluations of Advanced AI Models
Laura Weidinger, Joslyn Barnhart, Jenny Brennan +16
Safety and responsibility evaluations of advanced AI models are a critical but developing field of research and practice. In the development of Google DeepMind's advanced AI models…