Vivo executives Zhou Wei, Guan Yanbing, and Huang Zixun were interviewed by ifanr, introducing the 'Personalized Intelligence' strategy announced at Vivo's developer conference, including an on-device 30B MoE model (still in engineering validation, expected to mature around 2028), the Harness execution architecture, and a differentiated approach where on-device models understand user data in advance.