Rio de Janeiro hosts the ICLR 2026 conference from April 23 to 27. Apple will sponsor the event and present new deep learning research to the scientific community. This participation follows a pattern of academic engagement. Practitioners should monitor the specific paper releases for new architectural insights or optimization techniques.