The European Patent Office published EP4055529A2, a patent granted to Ericsson covering methods and apparatus for machine learning model lifecycle management. The invention relates to G06N 5/00, G06N 3/08, and G06N 3/04 classifications, involving AI and neural network technologies. The patent designates all EPC contracting states including AT, BE, BG, CH, CY, CZ, DE, DK, EE, ES, FI, FR, GB, GR, HR, HU, IE, IS, IT, LI, LT, LU, LV, MC, MK, MT, NL, NO, PL, PT, RO, RS, SE, SI, SK, SM, and TR.\n\nThis is a patent grant publication with no regulatory compliance requirements. Technology companies developing machine learning systems may wish to review this patent to assess potential intellectual property considerations for their own ML lifecycle management solutions. Inventors named include Chawla, Dixit, Hu, Ickin, Moradi, Sanders, Singh, Taghia, and Vandikas.