Rio de Janeiro hosts the ICLR 2026 conference from April 23 to 27. Apple sponsors the event to showcase new deep learning research alongside academic and industrial peers. This participation follows a standard annual pattern of academic dissemination. Practitioners should monitor the specific paper releases for new architectural optimizations.