On the role of multimodality for the real-time discovery and classification of transients

Ved Shah explores the development of ORACLE, a hierarchical machine learning classifier for real-time astronomical event classification. The presentation highlights multimodal modeling, performance on LSST and ZTF data, and lessons from real-time deployment.