Rio de Janeiro hosts the ICLR 2026 conference from April 23 to 27. Apple returns as a sponsor to present new deep learning research alongside academic and industrial peers. This participation maintains the company's visibility in the scientific community. Practitioners should monitor the specific paper releases for new architectural insights.