On March 17, 2026, at NVIDIA's annual GPU Technology Conference (GTC) in San Jose, California, the world's largest beauty company made a move that caught the tech and investment worlds off guard. L'Oréal announced the expansion of its AI partnership with NVIDIA, integrating the chipmaker's molecular simulation platform directly into its R&D operations.