XAI4science: Knowledge Discovery and Trust through Interpretable Foundation Models

XAI4science examines how interpretable foundation models can support scientific knowledge discovery. The workshop connects explanations and model analysis with scientific trust, asking how researchers can use learned representations while assessing whether resulting insights are meaningful and reliable. Session: 08:00–17:00 (Australia/Sydney). A paid NeurIPS virtual pass includes workshop livestreams; on-site access follows the host-location registration rules.