Societal Alignment Frameworks Can Improve LLM Alignment

no code implementations • 27 Feb 2025 • Karolina Stańczak, Nicholas Meade, Mehar Bhatia, Hattie Zhou, Konstantin Böttinger, Jeremy Barnes, Jason Stanley, Jessica Montgomery, Richard Zemel, Nicolas Papernot, Nicolas Chapados, Denis Therien, Timothy P. Lillicrap, Ana Marasović, Sylvie Delacroix, Gillian K. Hadfield, Siva Reddy

Recent progress in large language models (LLMs) has focused on producing responses that meet human expectations and align with shared values - a process coined alignment.

AI for Science: An Emerging Agenda

no code implementations • 7 Mar 2023 • Philipp Berens, Kyle Cranmer, Neil D. Lawrence, Ulrike Von Luxburg, Jessica Montgomery

This report summarises the discussions from the seminar and provides a roadmap to suggest how different communities can collaborate to deliver a new wave of progress in AI and its application for scientific discovery.

scientific discovery